fitpage.py @ 2ada16c

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 2ada16c was 1363416, checked in by Jae Cho <jhjcho@…>, 13 years ago
trying to fix 2D fit w/ custom semarer
Property mode set to `100644`
File size: 131.6 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	class FitPage(BasicPage):
30	"""
31	FitPanel class contains fields allowing to display results when
32	fitting a model and one data
33
34	:note: For Fit to be performed the user should check at least one parameter
35	on fit Panel window.
36	"""
37
38	def __init__(self,parent, color='rand'):
39	"""
40	Initialization of the Panel
41	"""
42	BasicPage.__init__(self, parent, color=color)
43
44	## draw sizer
45	self._fill_data_sizer()
46	self.is_2D = None
47	self.fit_started = False
48	self.weightbt_string = None
49	# get smear info from data
50	self._get_smear_info()
51	self._fill_model_sizer( self.sizer1)
52	self._get_defult_custom_smear()
53	self._fill_range_sizer()
54	self._set_smear(self.data)
55	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
56	# bind key event
57	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60	self._set_preview_flag(False)
61	self._set_copy_flag(False)
62	self._set_paste_flag(False)
63	self.btFit.SetFocus()
64	self.enable_fit_button()
65	self.fill_data_combobox(data_list=self.data_list)
66	#create a default data for an empty panel
67	self.create_default_data()
68
69	def enable_fit_button(self):
70	"""
71	Enable fit button if data is valid and model is valid
72	"""
73	flag = check_data_validity(self.data) & (self.model is not None)
74	self.btFit.Enable(flag)
75
76	def _fill_data_sizer(self):
77	"""
78	fill sizer 0 with data info
79	"""
80	box_description= wx.StaticBox(self, -1, 'I(q) Data Source')
81	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
82	#----------------------------------------------------------
83	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
84	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
85	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
86	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
87	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
88	sizer_data.Add(self.dataSource)
89	sizer_data.Add( (0,5) )
90	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
91	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
92	self.sizer0.Layout()
93
94	def enable_datasource(self):
95	"""
96	Enable or disable data source control depending on existing data
97	"""
98	if not self.data_list:
99	self.dataSource.Disable()
100	else:
101	self.dataSource.Enable()
102
103	def fill_data_combobox(self, data_list):
104	"""
105	Get a list of data and fill the corresponding combobox
106	"""
107	self.dataSource.Clear()
108	self.data_list = data_list
109	self.enable_datasource()
110	if len(data_list) > 0:
111	#find the maximum range covering all data
112	qmin, qmax, npts = self.compute_data_set_range(data_list)
113	self.qmin_data_set = qmin
114	self.qmax_data_set = qmax
115	self.npts_data_set = npts
116
117	self.qmin.SetValue(str(self.qmin_data_set))
118	self.qmax.SetValue(str(self.qmax_data_set))
119	self.qmin.SetBackgroundColour("white")
120	self.qmax.SetBackgroundColour("white")
121	self.qmin_x = self.qmin_data_set
122	self.qmax_x = self.qmax_data_set
123	self.state.qmin = self.qmin_x
124	self.state.qmax = self.qmax_x
125
126	for data in self.data_list:
127	if data is not None:
128	self.dataSource.Append(str(data.name), clientData=data)
129	self.dataSource.SetSelection(0)
130	self.on_select_data(event=None)
131
132	def on_select_data(self, event=None):
133	"""
134	"""
135	if event is None and self.dataSource.GetCount() > 0:
136	data = self.dataSource.GetClientData(0)
137	self.set_data(data)
138	elif self.dataSource.GetCount() > 0:
139	pos = self.dataSource.GetSelection()
140	data = self.dataSource.GetClientData(pos)
141	self.set_data(data)
142
143
144
145	def _on_fit_complete(self):
146	"""
147	When fit is complete ,reset the fit button label.
148	"""
149	self.btFit.SetLabel("Fit")
150	self.bind_fit_button()
151
152	def _is_2D(self):
153	"""
154	Check if data_name is Data2D
155
156	:return: True or False
157
158	"""
159	if self.data.__class__.__name__ == "Data2D" or \
160	self.enable2D:
161	return True
162	return False
163
164	def _on_engine_change(self, name):
165	"""
166	get the current name of the fit engine type
167	and update the panel accordingly
168	"""
169
170	self.engine_type = str(name)
171	self.state.engine_type = self.engine_type
172	if not self.is_mac:
173	if len(self.parameters) == 0:
174	self.Layout()
175	return
176	self.Layout()
177	self.Refresh()
178
179
180
181	def _fill_range_sizer(self):
182	"""
183	Fill the sizer containing the plotting range
184	add access to npts
185	"""
186	is_2Ddata = False
187
188	# Check if data is 2D
189	if self.data.__class__.__name__ == "Data2D" or \
190	self.enable2D:
191	is_2Ddata = True
192
193	title = "Fitting"
194	#smear messages & titles
195	smear_message_none = "No smearing is selected..."
196	smear_message_dqdata = "The dQ data is being used for smearing..."
197	smear_message_2d = \
198	"Higher accuracy is very time-expensive. Use it with care..."
199	smear_message_new_ssmear = \
200	"Please enter only the value of interest to customize smearing..."
201	smear_message_new_psmear = \
202	"Please enter both; the dQ will be generated by interpolation..."
203	smear_message_2d_x_title = "<dQp>[1/A]:"
204	smear_message_2d_y_title = "<dQs>[1/A]:"
205	smear_message_pinhole_min_title = "dQ_low[1/A]:"
206	smear_message_pinhole_max_title = "dQ_high[1/A]:"
207	smear_message_slit_height_title = "Slit height[1/A]:"
208	smear_message_slit_width_title = "Slit width[1/A]:"
209
210	self._get_smear_info()
211
212	#Sizers
213	box_description_range = wx.StaticBox(self, -1,str(title))
214	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
215	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
216	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
217	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
218	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
219	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
220	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
221	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
222	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
223
224	weighting_set_box= wx.StaticBox(self, -1,\
225	'Set Weighting by Selecting dI Source')
226	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
227	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
228	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
229	#Filling the sizer containing weighting info.
230	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
231	style=wx.RB_GROUP)
232	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
233	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
234	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
235	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
236	id=self.dI_noweight.GetId())
237	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
238	id=self.dI_didata.GetId())
239	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
240	id=self.dI_sqrdata.GetId())
241	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
242	id=self.dI_idata.GetId())
243	self.dI_didata.SetValue(True)
244	# add 4 types of weighting to the sizer
245	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
246	sizer_weighting.Add((14,10))
247	sizer_weighting.Add( self.dI_didata)
248	sizer_weighting.Add((14,10))
249	sizer_weighting.Add( self.dI_sqrdata)
250	sizer_weighting.Add((14,10))
251	sizer_weighting.Add( self.dI_idata)
252	sizer_weighting.Add((10,10))
253	self.dI_noweight.Enable(False)
254	self.dI_didata.Enable(False)
255	self.dI_sqrdata.Enable(False)
256	self.dI_idata.Enable(False)
257	weighting_box.Add(sizer_weighting)
258
259	sizer_fit = wx.GridSizer(2, 4, 2, 6)
260
261	# combobox for smear2d accuracy selection
262	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
263	style=wx.CB_READONLY)
264	self._set_accuracy_list()
265	self.smear_accuracy.SetValue(self.smear2d_accuracy)
266	self.smear_accuracy.SetSelection(0)
267	self.smear_accuracy.SetToolTipString(\
268	"'Higher' uses more Gaussian points for smearing computation.")
269
270	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
271
272	#Fit button
273	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
274	self.default_bt_colour = self.btFit.GetDefaultAttributes()
275	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
276	self.btFit.SetToolTipString("Start fitting.")
277
278	#textcntrl for custom resolution
279	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
280	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
281	text_enter_callback = self.onPinholeSmear)
282	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
283	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
284	text_enter_callback = self.onPinholeSmear)
285	self.smear_slit_height= self.ModelTextCtrl(self, -1,
286	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
287	text_enter_callback = self.onSlitSmear)
288	self.smear_slit_width = self.ModelTextCtrl(self, -1,
289	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
290	text_enter_callback = self.onSlitSmear)
291
292	## smear
293	self.smear_data_left= BGTextCtrl(self, -1,
294	size=(_BOX_WIDTH-25,20), style=0)
295	self.smear_data_left.SetValue(str(self.dq_l))
296	self.smear_data_right = BGTextCtrl(self, -1,
297	size=(_BOX_WIDTH-25,20), style=0)
298	self.smear_data_right.SetValue(str(self.dq_r))
299
300	#set default values for smear
301	self.smear_pinhole_max.SetValue(str(self.dx_max))
302	self.smear_pinhole_min.SetValue(str(self.dx_min))
303	self.smear_slit_height.SetValue(str(self.dxl))
304	self.smear_slit_width.SetValue(str(self.dxw))
305
306	#Filling the sizer containing instruments smearing info.
307	self.disable_smearer = wx.RadioButton(self, -1,
308	'None', style=wx.RB_GROUP)
309	self.enable_smearer = wx.RadioButton(self, -1,
310	'Use dQ Data')
311	#self.enable_smearer.SetToolTipString(
312	#"Click to use the loaded dQ data for smearing.")
313	self.pinhole_smearer = wx.RadioButton(self, -1,
314	'Custom Pinhole Smear')
315	#self.pinhole_smearer.SetToolTipString
316	#("Click to input custom resolution for pinhole smearing.")
317	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
318	#self.slit_smearer.SetToolTipString
319	#("Click to input custom resolution for slit smearing.")
320	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
321	id=self.disable_smearer.GetId())
322	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
323	id=self.enable_smearer.GetId())
324	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
325	id=self.pinhole_smearer.GetId())
326	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
327	id=self.slit_smearer.GetId())
328	self.disable_smearer.SetValue(True)
329
330	# add 4 types of smearing to the sizer
331	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
332	sizer_smearer.Add((10,10))
333	sizer_smearer.Add( self.enable_smearer)
334	sizer_smearer.Add((10,10))
335	sizer_smearer.Add( self.pinhole_smearer )
336	sizer_smearer.Add((10,10))
337	sizer_smearer.Add( self.slit_smearer )
338	sizer_smearer.Add((10,10))
339
340	# StaticText for chi2, N(for fitting), Npts
341	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
342	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
343	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
344	self.Npts_fit.SetToolTipString(\
345	" Npts : number of points selected for fitting")
346	self.Npts_total = self.ModelTextCtrl(self, -1,
347	size=(_BOX_WIDTH, 20),
348	style=wx.TE_PROCESS_ENTER,
349	text_enter_callback=self._onQrangeEnter)
350	self.Npts_total.SetValue(format_number(self.npts_x))
351	self.Npts_total.SetToolTipString(\
352	" Total Npts : total number of data points")
353
354	# Update and Draw button
355	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
356	self.draw_button.Bind(wx.EVT_BUTTON, \
357	self._onDraw,id= self.draw_button.GetId())
358	self.draw_button.SetToolTipString("Compute and Draw.")
359
360	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
361	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
362	box_description_3= wx.StaticText(self, -1,'Total Npts')
363	box_description_3.SetToolTipString( \
364	" Total Npts : total number of data points")
365	#box_description_4= wx.StaticText(self, -1,' ')
366
367
368	sizer_fit.Add(box_description_1,0,0)
369	sizer_fit.Add(box_description_2,0,0)
370	sizer_fit.Add(box_description_3,0,0)
371	sizer_fit.Add(self.draw_button,0,0)
372	sizer_fit.Add(self.tcChi,0,0)
373	sizer_fit.Add(self.Npts_fit ,0,0)
374	sizer_fit.Add(self.Npts_total,0,0)
375	sizer_fit.Add(self.btFit,0,0)
376
377	# StaticText for smear
378	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
379	self.smear_description_none = wx.StaticText(self, -1,
380	smear_message_none , style=wx.ALIGN_LEFT)
381	self.smear_description_dqdata = wx.StaticText(self,
382	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
383	self.smear_description_type = wx.StaticText(self,
384	-1, "Type:" , style=wx.ALIGN_LEFT)
385	self.smear_description_accuracy_type = wx.StaticText(self, -1,
386	"Accuracy:" , style=wx.ALIGN_LEFT)
387	self.smear_description_smear_type = BGTextCtrl(self, -1,
388	size=(57,20), style=0)
389	self.smear_description_smear_type.SetValue(str(self.dq_l))
390	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
391	self.smear_description_2d = wx.StaticText(self, -1,
392	smear_message_2d , style=wx.ALIGN_LEFT)
393	self.smear_message_new_s = wx.StaticText(self, -1,
394	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
395	self.smear_message_new_p = wx.StaticText(self, -1,
396	smear_message_new_psmear , style=wx.ALIGN_LEFT)
397	self.smear_description_2d_x = wx.StaticText(self, -1,
398	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
399	self.smear_description_2d_x.SetToolTipString(\
400	" dQp(parallel) in q_r direction.")
401	self.smear_description_2d_y = wx.StaticText(self, -1,
402	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
403	self.smear_description_2d_y.SetToolTipString(\
404	" dQs(perpendicular) in q_phi direction.")
405	self.smear_description_pin_min = wx.StaticText(self, -1,
406	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
407	self.smear_description_pin_max = wx.StaticText(self, -1,
408	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
409	self.smear_description_slit_height = wx.StaticText(self, -1,
410	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
411	self.smear_description_slit_width = wx.StaticText(self, -1,
412	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
413
414	#arrange sizers
415	#boxsizer1.Add( self.tcChi )
416	self.sizer_set_smearer.Add(sizer_smearer )
417	self.sizer_set_smearer.Add((10,10))
418	self.sizer_set_smearer.Add( self.smear_description_none,
419	0, wx.CENTER, 10 )
420	self.sizer_set_smearer.Add( self.smear_description_dqdata,
421	0, wx.CENTER, 10 )
422	self.sizer_set_smearer.Add( self.smear_description_2d,
423	0, wx.CENTER, 10 )
424	self.sizer_new_smear.Add( self.smear_description_type,
425	0, wx.CENTER, 10 )
426	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
427	0, wx.CENTER, 10 )
428	self.sizer_new_smear.Add( self.smear_accuracy )
429	self.sizer_new_smear.Add( self.smear_description_smear_type,
430	0, wx.CENTER, 10 )
431	self.sizer_new_smear.Add((15,-1))
432	self.sizer_new_smear.Add( self.smear_description_2d_x,
433	0, wx.CENTER, 10 )
434	self.sizer_new_smear.Add( self.smear_description_pin_min,
435	0, wx.CENTER, 10 )
436	self.sizer_new_smear.Add( self.smear_description_slit_height,
437	0, wx.CENTER, 10 )
438
439	self.sizer_new_smear.Add( self.smear_pinhole_min,
440	0, wx.CENTER, 10 )
441	self.sizer_new_smear.Add( self.smear_slit_height,
442	0, wx.CENTER, 10 )
443	self.sizer_new_smear.Add( self.smear_data_left,
444	0, wx.CENTER, 10 )
445	self.sizer_new_smear.Add((20,-1))
446	self.sizer_new_smear.Add( self.smear_description_2d_y,
447	0, wx.CENTER, 10 )
448	self.sizer_new_smear.Add( self.smear_description_pin_max,
449	0, wx.CENTER, 10 )
450	self.sizer_new_smear.Add( self.smear_description_slit_width,
451	0, wx.CENTER, 10 )
452
453	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
454	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
455	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
456
457	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
458	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
459	self.sizer_set_smearer.Add((5,2))
460	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
461
462	# add all to chi2 sizer
463	sizer_smearer_box.Add(self.sizer_set_smearer)
464	sizer_chi2.Add(sizer_smearer_box)
465	sizer_chi2.Add((-1,5))
466	sizer_chi2.Add(weighting_box)
467	sizer_chi2.Add((-1,5))
468
469	# hide all smear messages and textctrl
470	self._hide_all_smear_info()
471
472	# get smear_selection
473	self.current_smearer= smear_selection( self.data, self.model )
474
475	# Show only the relevant smear messages, etc
476	if self.current_smearer == None:
477	if not is_2Ddata:
478	self.smear_description_none.Show(True)
479	self.enable_smearer.Disable()
480	else:
481	self.smear_description_none.Show(True)
482	#self.smear_description_2d.Show(True)
483	#self.pinhole_smearer.Disable()
484	self.slit_smearer.Disable()
485	#self.enable_smearer.Disable()
486	if self.data == None:
487	self.slit_smearer.Disable()
488	self.pinhole_smearer.Disable()
489	self.enable_smearer.Disable()
490	else: self._show_smear_sizer()
491	boxsizer_range.Add(self.sizer_set_masking)
492	#2D data? default
493	is_2Ddata = False
494
495	#check if it is 2D data
496	if self.data.__class__.__name__ == "Data2D" or \
497	self.enable2D:
498	is_2Ddata = True
499
500	self.sizer5.Clear(True)
501
502	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
503	style=wx.TE_PROCESS_ENTER,
504	text_enter_callback = self._onQrangeEnter)
505	self.qmin.SetValue(str(self.qmin_x))
506	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
507
508	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
509	style=wx.TE_PROCESS_ENTER,
510	text_enter_callback=self._onQrangeEnter)
511	self.qmax.SetValue(str(self.qmax_x))
512	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
513	"""
514	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
515	style=wx.TE_PROCESS_ENTER,
516	text_enter_callback=self._onQrangeEnter)
517	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
518	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
519	"""
520	id = wx.NewId()
521	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
522
523	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
524	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
525
526	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
527	sizer= wx.GridSizer(2, 4, 2, 6)
528
529	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
530	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
531	self.btEditMask.SetToolTipString("Edit Mask.")
532	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
533
534	sizer.Add(wx.StaticText(self, -1, ' Q range'))
535	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
536	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
537	sizer.Add(self.EditMask_title)
538	#sizer.Add(wx.StaticText(self, -1, ''))
539	sizer.Add(self.reset_qrange)
540	sizer.Add(self.qmin)
541	sizer.Add(self.qmax)
542	#sizer.Add(self.theory_npts_tcrtl)
543	sizer.Add(self.btEditMask)
544	boxsizer_range.Add(sizer_chi2)
545	boxsizer_range.Add((10,10))
546	boxsizer_range.Add(sizer)
547
548	boxsizer_range.Add((10,15))
549	boxsizer_range.Add(sizer_fit)
550	if is_2Ddata:
551	self.btEditMask.Enable()
552	self.EditMask_title.Enable()
553	else:
554	self.btEditMask.Disable()
555	self.EditMask_title.Disable()
556	## save state
557	self.save_current_state()
558	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
559	self.sizer5.Layout()
560
561
562	def _fill_model_sizer(self, sizer):
563	"""
564	fill sizer containing model info
565	"""
566	##Add model function Details button in fitpanel.
567	##The following 3 lines are for Mac. Let JHC know before modifying...
568	title = "Model"
569	self.formfactorbox = None
570	self.multifactorbox = None
571	self.mbox_description= wx.StaticBox(self, -1,str(title))
572	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
573
574	id = wx.NewId()
575	self.model_help =wx.Button(self,id,'Details', size=(80,23))
576	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
577	self.model_help.SetToolTipString("Model Function Help")
578	id = wx.NewId()
579	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
580	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
581	hint = "toggle view of model from 1D to 2D or 2D to 1D"
582	self.model_view.SetToolTipString(hint)
583
584	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
585	style=wx.RB_GROUP)
586	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
587	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
588	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
589
590	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
591	id= self.shape_rbutton.GetId())
592	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
593	id= self.shape_indep_rbutton.GetId())
594	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
595	id= self.struct_rbutton.GetId())
596	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
597	id= self.plugin_rbutton.GetId())
598	#MAC needs SetValue
599	self.shape_rbutton.SetValue(True)
600
601	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
602	sizer_radiobutton.Add(self.shape_rbutton)
603	sizer_radiobutton.Add(self.shape_indep_rbutton)
604	#sizer_radiobutton.Add((5, 5))
605	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
606	sizer_radiobutton.Add(self.plugin_rbutton)
607	sizer_radiobutton.Add(self.struct_rbutton)
608	#sizer_radiobutton.Add((5, 5))
609	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
610
611	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
612	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
613
614	self.text1 = wx.StaticText(self,-1,"" )
615	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
616	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
617	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
618	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
619	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
620
621	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
622	if self.model!= None:
623	self.formfactorbox.SetValue(self.model.name)
624	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
625	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
626	self.initialize_combox()
627	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
628
629	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
630	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
631	## check model type to show sizer
632	if self.model !=None:
633	self._set_model_sizer_selection(self.model)
634
635	sizer_selection.Add(self.text1)
636	sizer_selection.Add((5, 5))
637	sizer_selection.Add(self.formfactorbox)
638	sizer_selection.Add((5, 5))
639	sizer_selection.Add(self.text2)
640	sizer_selection.Add((5, 5))
641	sizer_selection.Add(self.structurebox)
642
643	mutifactor_selection.Add((10,5))
644	mutifactor_selection.Add(self.mutifactor_text)
645	mutifactor_selection.Add(self.multifactorbox)
646	mutifactor_selection.Add((5, 5))
647	mutifactor_selection.Add(self.mutifactor_text1)
648	mutifactor_selection.Add((10, 5))
649	mutifactor_selection.Add(self.show_sld_button)
650
651
652	boxsizer1.Add(sizer_radiobutton)
653	boxsizer1.Add((10, 10))
654	boxsizer1.Add(sizer_selection)
655	boxsizer1.Add((10, 10))
656	boxsizer1.Add(mutifactor_selection)
657
658	self._set_multfactor_combobox()
659	self.multifactorbox.SetSelection(1)
660	self.show_sld_button.Hide()
661	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
662	sizer.Layout()
663
664	def _set_sizer_dispersion(self):
665	"""
666	draw sizer with gaussian dispersity parameters
667	"""
668	self.fittable_param=[]
669	self.fixed_param=[]
670	self.orientation_params_disp=[]
671
672	self.sizer4_4.Clear(True)
673	if self.model==None:
674	##no model is selected
675	return
676	if not self.enable_disp.GetValue():
677	## the user didn't select dispersity display
678	return
679
680	self._reset_dispersity()
681
682	## fill a sizer with the combobox to select dispersion type
683	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
684	model_disp = wx.StaticText(self, -1, 'Function')
685
686	import sans.models.dispersion_models
687	self.polydisp= sans.models.dispersion_models.models
688
689	ix = 0
690	iy = 0
691	disp = wx.StaticText(self, -1, ' ')
692	self.sizer4_4.Add(disp,( iy, ix),(1,1),
693	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
694	ix += 1
695	values = wx.StaticText(self, -1, 'PD[ratio]')
696	polytext = "Polydispersity (= STD/mean); "
697	polytext += "the standard deviation over the mean value."
698	values.SetToolTipString(polytext)
699
700	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
701	0)
702	ix +=2
703	if self.is_mac:
704	err_text = 'Error'
705	else:
706	err_text = ''
707	self.text_disp_1 = wx.StaticText(self, -1, err_text)
708	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
709	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
710
711
712	ix +=1
713	self.text_disp_min = wx.StaticText(self, -1, 'Min')
714	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
715	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
716
717	ix +=1
718	self.text_disp_max = wx.StaticText(self, -1, 'Max')
719	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
720	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
721
722	ix += 1
723	npts = wx.StaticText(self, -1, 'Npts')
724	npts.SetToolTipString("Number of sampling points for the numerical\n\
725	integration over the distribution function.")
726	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
727	ix += 1
728	nsigmas = wx.StaticText(self, -1, 'Nsigs')
729	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
730	of the distribution function will be used for weighting. \n\
731	The value '3' covers 99.5% for Gaussian distribution \n\
732	function. Note: Not recommended to change this value.")
733	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
734	0)
735	ix +=1
736	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
737	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
738
739	if self.engine_type=="park":
740	self.text_disp_max.Show(True)
741	self.text_disp_min.Show(True)
742
743	for item in self.model.dispersion.keys():
744	if not item in self.model.orientation_params:
745	if not self.disp_cb_dict.has_key(item):
746	self.disp_cb_dict[item]= None
747	name0="Distribution of " + item
748	name1=item+".width"
749	name2=item+".npts"
750	name3=item+".nsigmas"
751	if not self.model.details.has_key(name1):
752	self.model.details [name1] = ["",None,None]
753
754	iy += 1
755	for p in self.model.dispersion[item].keys():
756
757	if p=="width":
758	ix = 0
759	cb = wx.CheckBox(self, -1, name0, (10, 10))
760	cb.SetToolTipString("Check mark to fit")
761	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
762	self.sizer4_4.Add( cb,( iy, ix),(1,1),
763	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
764	5)
765	ix = 1
766	value= self.model.getParam(name1)
767	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
768	,style=wx.TE_PROCESS_ENTER)
769	ctl1.SetLabel('PD[ratio]')
770	poly_text = "Polydispersity (STD/mean) of %s\n" % item
771	poly_text += "STD: the standard deviation"
772	poly_text += " from the mean value."
773	ctl1.SetToolTipString(poly_text)
774	ctl1.SetValue(str (format_number(value, True)))
775	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
776	## text to show error sign
777	ix = 2
778	text2=wx.StaticText(self, -1, '+/-')
779	self.sizer4_4.Add(text2,(iy, ix),(1,1),
780	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
781	if not self.is_mac:
782	text2.Hide()
783
784	ix = 3
785	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
786	style=0)
787
788	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
789	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
790	if not self.is_mac:
791	ctl2.Hide()
792
793	ix = 4
794	ctl3 = 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(ctl3, (iy,ix),(1,1),
799	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
800
801
802	ix = 5
803	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
804	20), style=wx.TE_PROCESS_ENTER,
805	text_enter_callback = self._onparamRangeEnter)
806
807	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
808	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
809
810
811	if self.engine_type=="park":
812	ctl3.Show(True)
813	ctl4.Show(True)
814
815	elif p=="npts":
816	ix = 6
817	value= self.model.getParam(name2)
818	Tctl = self.ModelTextCtrl(self, -1,
819	size=(_BOX_WIDTH/2.2,20),
820	style=wx.TE_PROCESS_ENTER)
821
822	Tctl.SetValue(str (format_number(value)))
823	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
824	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
825	self.fixed_param.append([None,name2, Tctl,None,None,
826	None, None,None])
827	elif p=="nsigmas":
828	ix = 7
829	value= self.model.getParam(name3)
830	Tct2 = self.ModelTextCtrl(self, -1,
831	size=(_BOX_WIDTH/2.2,20),
832	style=wx.TE_PROCESS_ENTER)
833
834	Tct2.SetValue(str (format_number(value)))
835	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
836	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
837	#ix +=1
838	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
839	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
840
841	self.fixed_param.append([None, name3, Tct2,
842	None, None, None,
843	None, None])
844
845
846	ix = 8
847	disp_box = wx.ComboBox(self, -1,size=(65,-1),
848	style=wx.CB_READONLY, name = '%s'% name1)
849	for key, value in self.polydisp.iteritems():
850	name_disp = str(key)
851	disp_box.Append(name_disp,value)
852	disp_box.SetStringSelection("gaussian")
853	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
854	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
855	self.fittable_param.append([cb,name1,ctl1,text2,
856	ctl2, ctl3, ctl4, disp_box])
857
858	ix =0
859	iy +=1
860	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
861	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
862	first_orient = True
863	for item in self.model.dispersion.keys():
864	if item in self.model.orientation_params:
865	if not self.disp_cb_dict.has_key(item):
866	self.disp_cb_dict[item]= None
867	name0="Distribution of " + item
868	name1=item+".width"
869	name2=item+".npts"
870	name3=item+".nsigmas"
871
872	if not self.model.details.has_key(name1):
873	self.model.details [name1] = ["",None,None]
874
875
876	iy += 1
877	for p in self.model.dispersion[item].keys():
878
879	if p=="width":
880	ix = 0
881	cb = wx.CheckBox(self, -1, name0, (10, 10))
882	cb.SetToolTipString("Check mark to fit")
883	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
884	self.sizer4_4.Add( cb,( iy, ix),(1,1),
885	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
886	5)
887	if self.data.__class__.__name__ == "Data2D" or \
888	self.enable2D:
889	cb.Show(True)
890	elif cb.IsShown():
891	cb.Hide()
892	ix = 1
893	value= self.model.getParam(name1)
894	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
895	20),style=wx.TE_PROCESS_ENTER)
896	poly_tip = "Absolute Sigma for %s." % item
897	ctl1.SetToolTipString(poly_tip)
898	ctl1.SetValue(str (format_number(value, True)))
899	if self.data.__class__.__name__ == "Data2D" or \
900	self.enable2D:
901	if first_orient:
902	values.SetLabel('PD[ratio], Sig[deg]')
903	poly_text = "PD(polydispersity for lengths):\n"
904	poly_text += "It should be a value between"
905	poly_text += "0 and 1\n"
906	poly_text += "Sigma for angles: \n"
907	poly_text += "It is the STD (ratio*mean)"
908	poly_text += " of the distribution.\n "
909
910	values.SetToolTipString(poly_text)
911	first_orient = False
912	ctl1.Show(True)
913	elif ctl1.IsShown():
914	ctl1.Hide()
915
916	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
917	## text to show error sign
918	ix = 2
919	text2=wx.StaticText(self, -1, '+/-')
920	self.sizer4_4.Add(text2,(iy, ix),(1,1),
921	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
922
923	text2.Hide()
924
925	ix = 3
926	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
927	style=0)
928
929	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
930	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
931
932	ctl2.Hide()
933	if self.data.__class__.__name__ == "Data2D" or \
934	self.enable2D:
935	if self.is_mac:
936	text2.Show(True)
937	ctl2.Show(True)
938
939	ix = 4
940	ctl3 = self.ModelTextCtrl(self, -1,
941	size=(_BOX_WIDTH/2,20),
942	style=wx.TE_PROCESS_ENTER,
943	text_enter_callback = self._onparamRangeEnter)
944
945	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
946	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
947
948	ctl3.Hide()
949
950	ix = 5
951	ctl4 = self.ModelTextCtrl(self, -1,
952	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
953	text_enter_callback = self._onparamRangeEnter)
954	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
955	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
956	ctl4.Hide()
957
958	if self.data.__class__.__name__ == "Data2D" or \
959	self.enable2D:
960	ctl3.Show(True)
961	ctl4.Show(True)
962
963	elif p=="npts":
964	ix = 6
965	value= self.model.getParam(name2)
966	Tctl = self.ModelTextCtrl(self, -1,
967	size=(_BOX_WIDTH/2.2, 20),
968	style=wx.TE_PROCESS_ENTER)
969
970	Tctl.SetValue(str (format_number(value)))
971	if self.data.__class__.__name__ == "Data2D" or \
972	self.enable2D:
973	Tctl.Show(True)
974	else:
975	Tctl.Hide()
976	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
977	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
978	self.fixed_param.append([None,name2, Tctl,None,None,
979	None, None,None])
980	self.orientation_params_disp.append([None,name2,
981	Tctl,None,None,
982	None, None,None])
983	elif p=="nsigmas":
984	ix = 7
985	value= self.model.getParam(name3)
986	Tct2 = self.ModelTextCtrl(self, -1,
987	size=(_BOX_WIDTH/2.2,20),
988	style=wx.TE_PROCESS_ENTER)
989
990	Tct2.SetValue(str (format_number(value)))
991	if self.data.__class__.__name__ == "Data2D" or \
992	self.enable2D:
993	Tct2.Show(True)
994	else:
995	Tct2.Hide()
996	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
997	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
998
999
1000	self.fixed_param.append([None,name3, Tct2
1001	,None,None, None, None,None])
1002
1003	self.orientation_params_disp.append([None,name3,
1004	Tct2 ,None,None, None, None,None])
1005
1006
1007	ix = 8
1008	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1009	style=wx.CB_READONLY, name = '%s'% name1)
1010	for key, value in self.polydisp.iteritems():
1011	name_disp = str(key)
1012	disp_box.Append(name_disp,value)
1013	disp_box.SetStringSelection("gaussian")
1014	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1015	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1016	self.fittable_param.append([cb,name1,ctl1,text2,
1017	ctl2, ctl3, ctl4, disp_box])
1018	self.orientation_params_disp.append([cb,name1,ctl1,
1019	text2, ctl2, ctl3, ctl4, disp_box])
1020
1021	if self.data.__class__.__name__ == "Data2D" or \
1022	self.enable2D:
1023	disp_box.Show(True)
1024	else:
1025	disp_box.Hide()
1026
1027
1028	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1029
1030	self.state.model = self.model.clone()
1031	## save state into
1032	self.state.cb1 = self.cb1.GetValue()
1033	self._copy_parameters_state(self.parameters, self.state.parameters)
1034	self._copy_parameters_state(self.orientation_params_disp,
1035	self.state.orientation_params_disp)
1036	self._copy_parameters_state(self.fittable_param,
1037	self.state.fittable_param)
1038	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1039
1040
1041	wx.PostEvent(self.parent, StatusEvent(status=\
1042	" Selected Distribution: Gaussian"))
1043	#Fill the list of fittable parameters
1044	self.select_all_param(event=None)
1045
1046	self.Layout()
1047
1048
1049	def _onDraw(self, event):
1050	"""
1051	Update and Draw the model
1052	"""
1053	if self.model ==None:
1054	msg="Please select a Model first..."
1055	wx.MessageBox(msg, 'Info')
1056
1057	return
1058	flag = self._update_paramv_on_fit()
1059	wx.CallAfter(self._onparamEnter_helper)
1060	if not flag:
1061	msg= "The parameters are invalid"
1062	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1063	return
1064
1065
1066	def _onFit(self, event):
1067	"""
1068	Allow to fit
1069	"""
1070	if event != None:
1071	event.Skip()
1072	if len(self.parent._manager.fit_thread_list)>0 and\
1073	self.parent._manager._fit_engine != "park" and\
1074	self._manager.sim_page.uid == self.uid:
1075	msg = "The FitEnging will be set to 'ParkMC'\n"
1076	msg += " to fit with more than one data set..."
1077	wx.MessageBox(msg, 'Info')
1078	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1079	# "Fitting: %s"%msg))
1080
1081	if self.data is None:
1082	msg = "Please get Data first..."
1083	wx.MessageBox(msg, 'Info')
1084	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1085	"Fit: %s" % msg))
1086	return
1087	if self.model is None:
1088	msg = "Please select a Model first..."
1089	wx.MessageBox(msg, 'Info')
1090	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1091	"Fit: %s"%msg, type="stop"))
1092	return
1093
1094	if len(self.param_toFit) <= 0:
1095	msg= "Select at least one parameter to fit"
1096	wx.MessageBox(msg, 'Info')
1097	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1098	type="stop" ))
1099	return
1100
1101	flag = self._update_paramv_on_fit()
1102
1103	if not flag:
1104	msg= "Fitting range or parameters are invalid"
1105	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1106	type="stop"))
1107	return
1108
1109	self.select_param(event =None)
1110
1111	#Clear errors if exist from previous fitting
1112	#self._clear_Err_on_Fit()
1113
1114	# Remove or do not allow fitting on the Q=0 point, especially
1115	# when y(q=0)=None at x[0].
1116	self.qmin_x = float(self.qmin.GetValue())
1117	self.qmax_x = float(self.qmax.GetValue())
1118	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1119	self._manager.schedule_for_fit(uid=self.uid,value=1)
1120	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1121	qmax=self.qmax_x)
1122	#single fit
1123	self._manager.onFit(uid=self.uid)
1124	self.btFit.SetLabel("Stop")
1125	self.bind_fit_button()
1126
1127	def get_weight_flag(self):
1128	"""
1129	Get flag corresponding to a given weighting dI data.
1130	"""
1131	button_list = [self.dI_noweight,
1132	self.dI_didata,
1133	self.dI_sqrdata,
1134	self.dI_idata]
1135	flag = 1
1136	for item in button_list:
1137	if item.GetValue():
1138	if button_list.index(item) == 0:
1139	flag = 0 #dy = numpy.ones_like(dy_data)
1140	elif button_list.index(item) == 1:
1141	flag = 1 #dy = dy_data
1142	elif button_list.index(item) == 2:
1143	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1144	elif button_list.index(item) == 3:
1145	flag = 3 # dy = numpy.abs(data)
1146	break
1147	return flag
1148
1149	def bind_fit_button(self):
1150	"""
1151	bind the fit button to either fit handler or stop fit handler
1152	"""
1153	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1154	if self.btFit.GetLabel().lower() == "stop":
1155	self.fit_started = True
1156	self.btFit.SetForegroundColour('red')
1157	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1158	id=self.btFit.GetId())
1159	elif self.btFit.GetLabel().lower() == "fit":
1160	self.fit_started = False
1161	self.btFit.SetDefault()
1162	self.btFit.SetForegroundColour('black')
1163	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1164	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1165	id=self.btFit.GetId())
1166	else:
1167	msg = "FitPage: fit button has unknown label"
1168	raise ValuerError, msg
1169	self._manager._reset_schedule_problem(value=0)
1170
1171	def is_fitting(self):
1172	if self.fit_started:
1173	self._StopFit(event=None)
1174
1175	def _StopFit(self, event=None):
1176	"""
1177	Stop fit
1178	"""
1179	#time.sleep(0.1)
1180	if event != None:
1181	event.Skip()
1182	#if self.engine_type=="scipy":
1183	self._manager.stop_fit(self.uid)
1184	self._manager._reset_schedule_problem(value=0)
1185	self._on_fit_complete()
1186
1187	def rename_model(self):
1188	"""
1189	find a short name for model
1190	"""
1191	if self.model is not None:
1192	self.model.name = "M" + str(self.index_model)
1193
1194
1195	def _on_select_model(self, event=None):
1196	"""
1197	call back for model selection
1198	"""
1199	self.Show(False)
1200	copy_flag = ''
1201	is_poly_enabled = None
1202	if event != None:
1203	if (event.GetEventObject() == self.formfactorbox\
1204	and self.structurebox.GetLabel() != 'None')\
1205	or event.GetEventObject() == self.structurebox\
1206	or event.GetEventObject() == self.multifactorbox:
1207	copy_flag = self.get_copy_params()
1208	is_poly_enabled = self.enable_disp.GetValue()
1209
1210	self._on_select_model_helper()
1211	self.set_model_param_sizer(self.model)
1212	if self.model is None:
1213	self._set_bookmark_flag(False)
1214	self._keep.Enable(False)
1215	self._set_save_flag(False)
1216	self.enable_disp.SetValue(False)
1217	self.disable_disp.SetValue(True)
1218	try:
1219	self.set_dispers_sizer()
1220	except:
1221	pass
1222	#self.btFit.SetFocus()
1223	self.state.enable_disp = self.enable_disp.GetValue()
1224	self.state.disable_disp = self.disable_disp.GetValue()
1225	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1226	self.state.slit_smearer = self.slit_smearer.GetValue()
1227
1228	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1229	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1230	self.enable_fit_button()
1231	if self.model != None:
1232	self.rename_model()
1233	self._set_copy_flag(True)
1234	self._set_paste_flag(True)
1235	if self.data is not None:
1236	is_data = check_data_validity(self.data)
1237	if is_data:
1238	self._set_bookmark_flag(True)
1239	self._keep.Enable(True)
1240	#self._set_save_flag(True)
1241	# Reset smearer, model and data
1242	#self._set_smear(self.data)
1243
1244	# more disables for 2D
1245	self._set_smear_buttons()
1246
1247	try:
1248	# update smearer sizer
1249	self.onSmear(None)
1250	temp_smear = None
1251	if not self.disable_smearer.GetValue():
1252	# Set the smearer environments
1253	temp_smear = self.current_smearer
1254	except:
1255	raise
1256	## error occured on chisqr computation
1257	#pass
1258	## event to post model to fit to fitting plugins
1259	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1260
1261	## set smearing value whether or not
1262	# the data contain the smearing info
1263	evt = ModelEventbox(model=self.model,
1264	smearer=temp_smear,
1265	enable_smearer=not self.disable_smearer.GetValue(),
1266	qmin=float(self.qmin_x),
1267	uid=self.uid,
1268	caption=self.window_caption,
1269	qmax=float(self.qmax_x))
1270
1271	self._manager._on_model_panel(evt=evt)
1272	self.mbox_description.SetLabel("Model [%s]" % str(self.model.name))
1273	self.state.model = self.model.clone()
1274	self.state.model.name = self.model.name
1275
1276
1277	if event != None:
1278	## post state to fit panel
1279	new_event = PageInfoEvent(page = self)
1280	wx.PostEvent(self.parent, new_event)
1281	#update list of plugins if new plugin is available
1282	if self.plugin_rbutton.GetValue():
1283	temp = self.parent.update_model_list()
1284	if temp:
1285	self.model_list_box = temp
1286	current_val = self.formfactorbox.GetValue()
1287	pos = self.formfactorbox.GetSelection()
1288	self._show_combox_helper()
1289	self.formfactorbox.SetSelection(pos)
1290	self.formfactorbox.SetValue(current_val)
1291	# when select a model only from guictr/button
1292	if is_poly_enabled != None:
1293	self.enable_disp.SetValue(is_poly_enabled)
1294	self.disable_disp.SetValue(not is_poly_enabled)
1295	self._set_dipers_Param(event=None)
1296	self.state.enable_disp = self.enable_disp.GetValue()
1297	self.state.disable_disp = self.disable_disp.GetValue()
1298
1299	# Keep the previous param values
1300	if copy_flag:
1301	self.get_paste_params(copy_flag)
1302	self._onDraw(event=None)
1303	else:
1304	self._draw_model()
1305	self.SetupScrolling()
1306	self.Show(True)
1307
1308	def _onparamEnter(self,event):
1309	"""
1310	when enter value on panel redraw model according to changed
1311	"""
1312	if self.model ==None:
1313	msg="Please select a Model first..."
1314	wx.MessageBox(msg, 'Info')
1315	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1316	# "Parameters: %s"%msg))
1317	return
1318
1319	#default flag
1320	flag = False
1321	self.fitrange = True
1322	#get event object
1323	tcrtl = event.GetEventObject()
1324
1325	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1326	# updating ... ",type="update"))
1327	#Clear msg if previously shown.
1328	msg= ""
1329	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1330
1331	if check_float(tcrtl):
1332	flag = self._onparamEnter_helper()
1333	self.set_npts2fit()
1334	if self.fitrange:
1335	temp_smearer = None
1336	if not self.disable_smearer.GetValue():
1337	temp_smearer= self.current_smearer
1338	## set smearing value whether or not
1339	# the data contain the smearing info
1340	if self.slit_smearer.GetValue():
1341	flag1 = self.update_slit_smear()
1342	flag = flag or flag1
1343	elif self.pinhole_smearer.GetValue():
1344	flag1 = self.update_pinhole_smear()
1345	flag = flag or flag1
1346	elif self.data.__class__.__name__ != "Data2D" and \
1347	not self.enable2D:
1348	self._manager.set_smearer(smearer=temp_smearer,
1349	fid=self.data.id,
1350	uid=self.uid,
1351	qmin= float(self.qmin_x),
1352	qmax= float(self.qmax_x),
1353	enable_smearer=not self.disable_smearer.GetValue(),
1354	draw=True)
1355	if flag:
1356	#self.compute_chisqr(smearer= temp_smearer)
1357
1358	## new state posted
1359	if self.state_change:
1360	#self._undo.Enable(True)
1361	event = PageInfoEvent(page = self)
1362	wx.PostEvent(self.parent, event)
1363	self.state_change= False
1364	else:
1365	# invalid fit range: do nothing here:
1366	# msg already displayed in validate
1367	return
1368	else:
1369	self.save_current_state()
1370	msg= "Cannot Plot :Must enter a number!!! "
1371	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1372
1373	self.save_current_state()
1374	return
1375
1376	def _onparamRangeEnter(self, event):
1377	"""
1378	Check validity of value enter in the parameters range field
1379	"""
1380	#if self.check_invalid_panel():
1381	# return
1382	tcrtl= event.GetEventObject()
1383	#Clear msg if previously shown.
1384	msg= ""
1385	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1386	# Flag to register when a parameter has changed.
1387	is_modified = False
1388	if tcrtl.GetValue().lstrip().rstrip()!="":
1389	try:
1390	value = float(tcrtl.GetValue())
1391	tcrtl.SetBackgroundColour(wx.WHITE)
1392	self._check_value_enter(self.fittable_param ,is_modified)
1393	self._check_value_enter(self.parameters ,is_modified)
1394	except:
1395	tcrtl.SetBackgroundColour("pink")
1396	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1397	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1398	return
1399	else:
1400	tcrtl.SetBackgroundColour(wx.WHITE)
1401
1402	#self._undo.Enable(True)
1403	self.save_current_state()
1404	event = PageInfoEvent(page = self)
1405	wx.PostEvent(self.parent, event)
1406	self.state_change= False
1407
1408
1409	def _onQrangeEnter(self, event):
1410	"""
1411	Check validity of value enter in the Q range field
1412	"""
1413	tcrtl = event.GetEventObject()
1414	#Clear msg if previously shown.
1415	msg= ""
1416	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1417	# Flag to register when a parameter has changed.
1418	is_modified = False
1419	if tcrtl.GetValue().lstrip().rstrip()!="":
1420	try:
1421	value = float(tcrtl.GetValue())
1422	tcrtl.SetBackgroundColour(wx.WHITE)
1423
1424	# If qmin and qmax have been modified, update qmin and qmax
1425	if self._validate_qrange( self.qmin, self.qmax):
1426	tempmin = float(self.qmin.GetValue())
1427	if tempmin != self.qmin_x:
1428	self.qmin_x = tempmin
1429	tempmax = float(self.qmax.GetValue())
1430	if tempmax != self.qmax_x:
1431	self.qmax_x = tempmax
1432	else:
1433	tcrtl.SetBackgroundColour("pink")
1434	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1435	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1436	return
1437
1438	except:
1439	tcrtl.SetBackgroundColour("pink")
1440	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1441	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1442	return
1443	#Check if # of points for theory model are valid(>0).
1444	# check for 2d
1445	if self.data.__class__.__name__ == "Data2D" or \
1446	self.enable2D:
1447	# set mask
1448	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1449	self.data.qy_data*self.data.qy_data )
1450	index_data = ((self.qmin_x <= radius)& \
1451	(radius<= self.qmax_x))
1452	index_data = (index_data)&(self.data.mask)
1453	index_data = (index_data)&(numpy.isfinite(self.data.data))
1454	if len(index_data[index_data]) < 10:
1455	msg = "Cannot Plot :No or too little npts in"
1456	msg += " that data range!!! "
1457	wx.PostEvent(self.parent.parent,
1458	StatusEvent(status=msg))
1459	return
1460	else:
1461	self.data.mask = index_data
1462	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1463	self.set_npts2fit()
1464	else:
1465	index_data = ((self.qmin_x <= self.data.x)& \
1466	(self.data.x <= self.qmax_x))
1467	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1468
1469	self.npts_x = self.Npts_total.GetValue()
1470	self.create_default_data()
1471	self._save_plotting_range()
1472	else:
1473	tcrtl.SetBackgroundColour("pink")
1474	msg= "Model Error:wrong value entered!!!"
1475	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1476
1477	self._draw_model()
1478	self.save_current_state()
1479	event = PageInfoEvent(page = self)
1480	wx.PostEvent(self.parent, event)
1481	self.state_change= False
1482	return
1483
1484	def _clear_Err_on_Fit(self):
1485	"""
1486	hide the error text control shown
1487	after fitting
1488	"""
1489	if self.is_mac:
1490	return
1491	if hasattr(self,"text2_3"):
1492	self.text2_3.Hide()
1493
1494	if len(self.parameters)>0:
1495	for item in self.parameters:
1496	#Skip t ifhe angle parameters if 1D data
1497	if self.data.__class__.__name__ != "Data2D" and \
1498	not self.enable2D:
1499	if item in self.orientation_params:
1500	continue
1501	if item in self.param_toFit:
1502	continue
1503	## hide statictext +/-
1504	if len(item) < 4 :
1505	continue
1506	if item[3]!=None and item[3].IsShown():
1507	item[3].Hide()
1508	## hide textcrtl for error after fit
1509	if item[4]!=None and item[4].IsShown():
1510	item[4].Hide()
1511
1512	if len(self.fittable_param)>0:
1513	for item in self.fittable_param:
1514	#Skip t ifhe angle parameters if 1D data
1515	if self.data.__class__.__name__ != "Data2D" and \
1516	not self.enable2D:
1517	if item in self.orientation_params:
1518	continue
1519	if item in self.param_toFit:
1520	continue
1521	if len(item) < 4 :
1522	continue
1523	## hide statictext +/-
1524	if item[3]!=None and item[3].IsShown():
1525	item[3].Hide()
1526	## hide textcrtl for error after fit
1527	if item[4]!=None and item[4].IsShown():
1528	item[4].Hide()
1529	return
1530
1531	def _get_defult_custom_smear(self):
1532	"""
1533	Get the defult values for custum smearing.
1534	"""
1535	# get the default values
1536	if self.dxl == None: self.dxl = 0.0
1537	if self.dxw == None: self.dxw = ""
1538	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1539	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1540
1541	def _get_smear_info(self):
1542	"""
1543	Get the smear info from data.
1544
1545	:return: self.smear_type, self.dq_l and self.dq_r,
1546	respectively the type of the smear, dq_min and
1547	dq_max for pinhole smear data
1548	while dxl and dxw for slit smear
1549
1550	"""
1551
1552	# default
1553	self.smear_type = None
1554	self.dq_l = None
1555	self.dq_r = None
1556	data = self.data
1557	if self.data is None:
1558	return
1559	elif self.data.__class__.__name__ == "Data2D" or \
1560	self.enable2D:
1561	if data.dqx_data == None or data.dqy_data ==None:
1562	return
1563	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1564	(data.dqx_data.any()!=0):
1565	self.smear_type = "Pinhole2d"
1566	self.dq_l = format_number(numpy.average(data.dqx_data))
1567	self.dq_r = format_number(numpy.average(data.dqy_data))
1568	return
1569	else:
1570	return
1571	# check if it is pinhole smear and get min max if it is.
1572	if data.dx != None and all(data.dx !=0):
1573	self.smear_type = "Pinhole"
1574	self.dq_l = data.dx[0]
1575	self.dq_r = data.dx[-1]
1576
1577	# check if it is slit smear and get min max if it is.
1578	elif data.dxl != None or data.dxw != None:
1579	self.smear_type = "Slit"
1580	if data.dxl != None and all(data.dxl !=0):
1581	self.dq_l = data.dxl[0]
1582	if data.dxw != None and all(data.dxw !=0):
1583	self.dq_r = data.dxw[0]
1584	#return self.smear_type,self.dq_l,self.dq_r
1585
1586	def _show_smear_sizer(self):
1587	"""
1588	Show only the sizers depending on smear selection
1589	"""
1590	# smear disabled
1591	if self.disable_smearer.GetValue():
1592	self.smear_description_none.Show(True)
1593	# 2Dsmear
1594	elif self._is_2D():
1595	self.smear_description_accuracy_type.Show(True)
1596	self.smear_accuracy.Show(True)
1597	self.smear_description_accuracy_type.Show(True)
1598	self.smear_description_2d.Show(True)
1599	self.smear_description_2d_x.Show(True)
1600	self.smear_description_2d_y.Show(True)
1601	if self.pinhole_smearer.GetValue():
1602	self.smear_pinhole_min.Show(True)
1603	self.smear_pinhole_max.Show(True)
1604	# smear from data
1605	elif self.enable_smearer.GetValue():
1606
1607	self.smear_description_dqdata.Show(True)
1608	if self.smear_type != None:
1609	self.smear_description_smear_type.Show(True)
1610	if self.smear_type == 'Slit':
1611	self.smear_description_slit_height.Show(True)
1612	self.smear_description_slit_width.Show(True)
1613	elif self.smear_type == 'Pinhole':
1614	self.smear_description_pin_min.Show(True)
1615	self.smear_description_pin_max.Show(True)
1616	self.smear_description_smear_type.Show(True)
1617	self.smear_description_type.Show(True)
1618	self.smear_data_left.Show(True)
1619	self.smear_data_right.Show(True)
1620	# custom pinhole smear
1621	elif self.pinhole_smearer.GetValue():
1622	if self.smear_type == 'Pinhole':
1623	self.smear_message_new_p.Show(True)
1624	self.smear_description_pin_min.Show(True)
1625	self.smear_description_pin_max.Show(True)
1626
1627	self.smear_pinhole_min.Show(True)
1628	self.smear_pinhole_max.Show(True)
1629	# custom slit smear
1630	elif self.slit_smearer.GetValue():
1631	self.smear_message_new_s.Show(True)
1632	self.smear_description_slit_height.Show(True)
1633	self.smear_slit_height.Show(True)
1634	self.smear_description_slit_width.Show(True)
1635	self.smear_slit_width.Show(True)
1636
1637	def _hide_all_smear_info(self):
1638	"""
1639	Hide all smearing messages in the set_smearer sizer
1640	"""
1641	self.smear_description_none.Hide()
1642	self.smear_description_dqdata.Hide()
1643	self.smear_description_type.Hide()
1644	self.smear_description_smear_type.Hide()
1645	self.smear_description_accuracy_type.Hide()
1646	self.smear_description_2d_x.Hide()
1647	self.smear_description_2d_y.Hide()
1648	self.smear_description_2d.Hide()
1649
1650	self.smear_accuracy.Hide()
1651	self.smear_data_left.Hide()
1652	self.smear_data_right.Hide()
1653	self.smear_description_pin_min.Hide()
1654	self.smear_pinhole_min.Hide()
1655	self.smear_description_pin_max.Hide()
1656	self.smear_pinhole_max.Hide()
1657	self.smear_description_slit_height.Hide()
1658	self.smear_slit_height.Hide()
1659	self.smear_description_slit_width.Hide()
1660	self.smear_slit_width.Hide()
1661	self.smear_message_new_p.Hide()
1662	self.smear_message_new_s.Hide()
1663
1664	def _set_accuracy_list(self):
1665	"""
1666	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1667	"""
1668	# list of accuracy choices
1669	list = ['Low','Med','High','Xhigh']
1670	for idx in range(len(list)):
1671	self.smear_accuracy.Append(list[idx],idx)
1672
1673	def _set_fun_box_list(self,fun_box):
1674	"""
1675	Set the list of func for multifunctional models
1676	"""
1677	# Check if it is multi_functional model
1678	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1679	and not self.temp_multi_functional:
1680	return None
1681	# Get the func name list
1682	list = self.model.fun_list
1683	if len(list) == 0:
1684	return None
1685	# build function (combo)box
1686	ind = 0
1687	while(ind < len(list)):
1688	for key, val in list.iteritems():
1689	if (val == ind):
1690	fun_box.Append(key,val)
1691	break
1692	ind += 1
1693
1694	def _on_select_accuracy(self,event):
1695	"""
1696	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1697	"""
1698	#event.Skip()
1699	# Check if the accuracy is same as before
1700	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1701	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1702	if self.pinhole_smearer.GetValue():
1703	self.onPinholeSmear(event=None)
1704	else:
1705	self.onSmear(event=None)
1706	if self.current_smearer != None:
1707	self.current_smearer.set_accuracy(accuracy =
1708	self.smear2d_accuracy)
1709	event.Skip()
1710
1711	def _on_fun_box(self,event):
1712	"""
1713	Select an func: Erf,Rparabola,LParabola
1714	"""
1715	fun_val = None
1716	fun_box = event.GetEventObject()
1717	name = fun_box.Name
1718	value = fun_box.GetValue()
1719	if self.model.fun_list.has_key(value):
1720	fun_val = self.model.fun_list[value]
1721
1722	self.model.setParam(name,fun_val)
1723	# save state
1724	self._copy_parameters_state(self.str_parameters,
1725	self.state.str_parameters)
1726	# update params
1727	self._update_paramv_on_fit()
1728	# draw
1729	self._draw_model()
1730	self.Refresh()
1731	# get ready for new event
1732	event.Skip()
1733
1734	def _onMask(self, event):
1735	"""
1736	Build a panel to allow to edit Mask
1737	"""
1738
1739	from sans.guiframe.local_perspectives.plotting.masking \
1740	import MaskPanel as MaskDialog
1741
1742	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1743	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1744	self.panel.ShowModal()
1745	#wx.PostEvent(self.parent, event)
1746
1747	def _draw_masked_model(self, event):
1748	"""
1749	Draw model image w/mask
1750	"""
1751	#event.Skip()
1752	is_valid_qrange = self._update_paramv_on_fit()
1753
1754	if is_valid_qrange and self.model != None:
1755	#self.panel.Show(0)
1756	#self.panel.Destroy() # frame
1757	self.panel.MakeModal(False)
1758	event.Skip()
1759	# try re draw the model plot if it exists
1760	self._draw_model()
1761	self.set_npts2fit()
1762	elif self.model == None:
1763	#self.panel.Show(0)
1764	#self.panel.Destroy() # frame
1765	self.panel.MakeModal(False)
1766	event.Skip()
1767	self.set_npts2fit()
1768	msg= "No model is found on updating MASK in the model plot... "
1769	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1770	else:
1771	event.Skip()
1772	msg = ' Please consider your Q range, too.'
1773	self.panel.ShowMessage(msg)
1774
1775
1776	def _set_smear(self, data):
1777	"""
1778	"""
1779	if data is None:
1780	return
1781	self.current_smearer = smear_selection(data, self.model)
1782	flag = self.disable_smearer.GetValue()
1783	self.disable_smearer.SetValue(flag)
1784	if self.current_smearer == None:
1785	self.enable_smearer.Disable()
1786	else:
1787	self.enable_smearer.Enable()
1788	if not flag:
1789	self.onSmear(None)
1790
1791	def _mac_sleep(self, sec=0.2):
1792	"""
1793	Give sleep to MAC
1794	"""
1795	if self.is_mac:
1796	time.sleep(sec)
1797
1798	def get_view_mode(self):
1799	"""
1800	return True if the panel allow 2D or False if 1D
1801	"""
1802	return self.enable2D
1803
1804	def compute_data_set_range(self, data_list):
1805	"""
1806	find the range that include all data in the set
1807	return the minimum and the maximum values
1808	"""
1809	if data_list is not None and data_list != []:
1810	for data in data_list:
1811	qmin, qmax, npts = self.compute_data_range(data)
1812	self.qmin_data_set = min(self.qmin_data_set, qmin)
1813	self.qmax_data_set = max(self.qmax_data_set, qmax)
1814	self.npts_data_set += npts
1815	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1816
1817	def compute_data_range(self, data):
1818	"""
1819	compute the minimum and the maximum range of the data
1820	return the npts contains in data
1821	:param data:
1822	"""
1823	qmin, qmax, npts = None, None, None
1824	if data is not None:
1825	if not hasattr(data,"data"):
1826	qmin = min(data.x)
1827	# Maximum value of data
1828	qmax = max(data.x)
1829	npts = len(data.x)
1830	else:
1831	qmin = 0
1832	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1833	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1834	## Maximum value of data
1835	qmax = math.sqrt(xx + yy)
1836	npts = len(data.data)
1837	return qmin, qmax, npts
1838
1839
1840	def set_data(self, data):
1841	"""
1842	reset the current data
1843	"""
1844	from sans.guiframe.dataFitting import check_data_validity
1845	id = None
1846	flag = False
1847	is_data = False
1848	if self.data is not None:
1849	is_data = check_data_validity(self.data)
1850	if not is_data and data is not None:
1851	flag = True
1852	if data is not None:
1853	id = data.id
1854	if is_data:
1855	self.graph_id = self.data.group_id
1856	flag = (data.id != self.data.id)
1857	self.data = data
1858	if check_data_validity(data):
1859	self.graph_id = data.group_id
1860	self.data.group_id = self.graph_id
1861
1862	if self.data is None:
1863	data_name = ""
1864	self._set_bookmark_flag(False)
1865	self._keep.Enable(False)
1866	self._set_save_flag(False)
1867	else:
1868	if self.model != None:
1869	self._set_bookmark_flag(True)
1870	self._keep.Enable(True)
1871
1872	self._set_save_flag(True)
1873	self._set_preview_flag(True)
1874
1875	self._set_smear(data)
1876	# more disables for 2D
1877	if self.data.__class__.__name__ == "Data2D" or \
1878	self.enable2D:
1879	self.slit_smearer.Disable()
1880	self.pinhole_smearer.Enable(True)
1881	self.default_mask = copy.deepcopy(self.data.mask)
1882	if self.data.err_data == None or\
1883	(self.data.err_data == 1).all() or\
1884	(self.data.err_data == 0).all():
1885	self.dI_didata.Enable(False)
1886	self.dI_noweight.SetValue(True)
1887	self.weightbt_string = self.dI_noweight.GetLabelText()
1888	else:
1889	self.dI_didata.Enable(True)
1890	self.dI_didata.SetValue(True)
1891	self.weightbt_string = self.dI_didata.GetLabelText()
1892	else:
1893	self.slit_smearer.Enable(True)
1894	self.pinhole_smearer.Enable(True)
1895	if self.data.dy == None or\
1896	(self.data.dy == 1).all() or\
1897	(self.data.dy == 0).all():
1898	self.dI_didata.Enable(False)
1899	self.dI_noweight.SetValue(True)
1900	self.weightbt_string = self.dI_noweight.GetLabelText()
1901	else:
1902	self.dI_didata.Enable(True)
1903	self.dI_didata.SetValue(True)
1904	self.weightbt_string = self.dI_didata.GetLabelText()
1905	# Enable weighting radio uttons
1906	self.dI_noweight.Enable(True)
1907	self.dI_sqrdata.Enable(True)
1908	self.dI_idata.Enable(True)
1909
1910	self.formfactorbox.Enable()
1911	self.structurebox.Enable()
1912	data_name = self.data.name
1913	_, _, npts = self.compute_data_range(self.data)
1914	#set maximum range for x in linear scale
1915	if not hasattr(self.data, "data"): #Display only for 1D data fit
1916	self.btEditMask.Disable()
1917	self.EditMask_title.Disable()
1918	else:
1919	self.btEditMask.Enable()
1920	self.EditMask_title.Enable()
1921	self.Npts_total.SetValue(str(npts))
1922	#default:number of data points selected to fit
1923	self.Npts_fit.SetValue(str(npts))
1924	self.Npts_total.SetEditable(False)
1925	self.Npts_total.SetBackgroundColour(\
1926	self.GetParent().GetBackgroundColour())
1927
1928	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1929	self.dataSource.SetValue(data_name)
1930	self.state.data = data
1931	self.enable_fit_button()
1932	# send graph_id to page_finder
1933	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1934	#update model plot with new data information
1935	if flag:
1936	#set model view button
1937	self.current_smearer = smear_selection(self.data, self.model)
1938	if self.data.__class__.__name__ == "Data2D":
1939	self.enable2D = True
1940	self.model_view.SetLabel("2D Mode")
1941	else:
1942	self.enable2D = False
1943	self.model_view.SetLabel("1D Mode")
1944	self.model_view.Disable()
1945	#replace data plot on combo box selection
1946	#by removing the previous selected data
1947	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
1948	group_id=self.graph_id, id=id))
1949	#plot the current selected data
1950	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
1951	title=str(self.data.title)))
1952	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
1953	# caption=self.window_name)
1954	self._draw_model()
1955
1956	def _npts_click(self, event):
1957	"""
1958	Prevent further handling of the mouse event on Npts_total
1959	by not calling Skip().
1960	"""
1961	pass
1962
1963	def reset_page(self, state,first=False):
1964	"""
1965	reset the state
1966	"""
1967	self.reset_page_helper(state)
1968	#import sans.guiframe.gui_manager
1969	#evt = ModelEventbox(model=state.model)
1970	#wx.PostEvent(self.event_owner, evt)
1971
1972	if self.engine_type != None:
1973	self._manager._on_change_engine(engine=self.engine_type)
1974
1975	self.select_param(event = None)
1976	#Save state_fit
1977	self.save_current_state_fit()
1978	self._lay_out()
1979	self.Refresh()
1980
1981	def get_range(self):
1982	"""
1983	return the fitting range
1984	"""
1985	return float(self.qmin_x) , float(self.qmax_x)
1986
1987	def get_npts2fit(self):
1988	"""
1989	return numbers of data points within qrange
1990
1991	:Note: This is for Park where chi2 is not normalized by Npts of fit
1992
1993	"""
1994	if self.data is None:
1995	return
1996	npts2fit = 0
1997	qmin,qmax = self.get_range()
1998	if self.data.__class__.__name__ == "Data2D" or \
1999	self.enable2D:
2000	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2001	self.data.qy_data*self.data.qy_data )
2002	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2003	index_data= (index_data)&(self.data.mask)
2004	index_data = (index_data)&(numpy.isfinite(self.data.data))
2005	npts2fit = len(self.data.data[index_data])
2006	else:
2007	for qx in self.data.x:
2008	if qx >= qmin and qx <= qmax:
2009	npts2fit += 1
2010	return npts2fit
2011
2012	def set_npts2fit(self):
2013	"""
2014	setValue Npts for fitting
2015	"""
2016	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2017
2018	def get_chi2(self):
2019	"""
2020	return the current chi2
2021	"""
2022	return self.tcChi.GetValue()
2023
2024	def get_param_list(self):
2025	"""
2026	:return self.param_toFit: list containing references to TextCtrl
2027	checked.Theses TextCtrl will allow reference to parameters to fit.
2028
2029	:raise: if return an empty list of parameter fit will nnote work
2030	properly so raise ValueError,"missing parameter to fit"
2031	"""
2032	if self.param_toFit !=[]:
2033	return self.param_toFit
2034	else:
2035	msg = "missing parameters to fit"
2036	wx.MessageBox(msg, 'warning')
2037	return False
2038	#raise ValueError,"missing parameters to fit"
2039
2040	def onsetValues(self, chisqr, p_name, out, cov):
2041	"""
2042	Build the panel from the fit result
2043
2044	:param chisqr: Value of the goodness of fit metric
2045	:param p_name: the name of parameters
2046	:param out: list of parameter with the best value found during fitting
2047	:param cov: Covariance matrix
2048
2049	"""
2050	if out == None or not numpy.isfinite(chisqr):
2051	raise ValueError,"Fit error occured..."
2052
2053	is_modified = False
2054	has_error = False
2055	dispersity = ''
2056
2057	#Hide textctrl boxes of errors.
2058	self._clear_Err_on_Fit()
2059
2060	#Check if chi2 is finite
2061	if chisqr != None and numpy.isfinite(chisqr):
2062	#format chi2
2063	if self.engine_type == "park":
2064	npt_fit = float(self.get_npts2fit())
2065	# Taking care this in parkemgine
2066	#if npt_fit > 0:
2067	# chisqr =chisqr/npt_fit
2068	chi2 = format_number(chisqr, True)
2069	self.tcChi.SetValue(chi2)
2070	self.tcChi.Refresh()
2071	else:
2072	self.tcChi.SetValue("-")
2073
2074	#Hide error title
2075	if self.text2_3.IsShown() and not self.is_mac:
2076	self.text2_3.Hide()
2077
2078	try:
2079	if self.enable_disp.GetValue():
2080	if hasattr(self,"text_disp_1" ):
2081	if self.text_disp_1 != None and not self.is_mac:
2082	self.text_disp_1.Hide()
2083	except:
2084	dispersity = None
2085	pass
2086
2087
2088	i = 0
2089	#Set the panel when fit result are list
2090	for item in self.param_toFit:
2091	if len(item)>5 and item != None:
2092	## reset error value to initial state
2093	if not self.is_mac:
2094	item[3].Hide()
2095	item[4].Hide()
2096	for ind in range(len(out)):
2097	if item[1] == p_name[ind]:
2098	break
2099	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2100	val_out = format_number(out[ind], True)
2101	item[2].SetValue(val_out)
2102
2103	if(cov !=None):
2104	try:
2105	if dispersity !=None:
2106	if self.enable_disp.GetValue():
2107	if hasattr(self,"text_disp_1" ):
2108	if self.text_disp_1!=None:
2109	if not self.text_disp_1.IsShown()\
2110	and not self.is_mac:
2111	self.text_disp_1.Show(True)
2112	except:
2113	pass
2114
2115	if cov[ind]!=None :
2116	if numpy.isfinite(float(cov[ind])):
2117	val_err = format_number(cov[ind], True)
2118	if not self.is_mac:
2119	item[3].Show(True)
2120	item[4].Show(True)
2121	item[4].SetValue(val_err)
2122	has_error = True
2123	i += 1
2124	#Show error title when any errors displayed
2125	if has_error:
2126	if not self.text2_3.IsShown():
2127	self.text2_3.Show(True)
2128	## save current state
2129	self.save_current_state()
2130
2131	#self._lay_out()
2132	if not self.is_mac:
2133	self.Layout()
2134	self.Refresh()
2135	self._mac_sleep(0.1)
2136	#plot model ( when drawing, do not update chisqr value again)
2137	self._draw_model(update_chisqr=False, source = 'fit')
2138	#PostStatusEvent
2139	#msg = "Fit completed!dddd "
2140	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2141
2142	def onWeighting(self, event):
2143	"""
2144	On Weighting radio button event, sets the weightbt_string
2145	"""
2146	self.weightbt_string = event.GetEventObject().GetLabelText()
2147	self._set_weight()
2148
2149	def _set_weight(self, is_2D=None):
2150	"""
2151	Set weight in fit problem
2152	"""
2153	# compute weight for the current data
2154	from .utils import get_weight
2155	flag_weight = self.get_weight_flag()
2156	if is_2D == None:
2157	is_2D = self._is_2D()
2158	weight = get_weight(data=self.data,
2159	is2d=is_2D,
2160	flag=flag_weight)
2161	self._manager.set_fit_weight(uid=self.uid,
2162	flag=flag_weight,
2163	is2d=is_2D,
2164	fid=None)
2165
2166	def onPinholeSmear(self, event):
2167	"""
2168	Create a custom pinhole smear object that will change the way residuals
2169	are compute when fitting
2170
2171	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2172	None for 1D
2173
2174	"""
2175
2176	#if self.check_invalid_panel():
2177	# return
2178	if self.model ==None:
2179	self.disable_smearer.SetValue(True)
2180	msg="Please select a Model first..."
2181	wx.MessageBox(msg, 'Info')
2182	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2183	"Smear: %s"%msg))
2184	return
2185
2186	# Need update param values
2187	self._update_paramv_on_fit()
2188
2189	# msg default
2190	msg = None
2191	if event != None:
2192	tcrtl= event.GetEventObject()
2193	# event case of radio button
2194	if tcrtl.GetValue()== True:
2195	self.dx_min = 0.0
2196	self.dx_max = 0.0
2197	is_new_pinhole = True
2198	else:
2199	is_new_pinhole = self._is_changed_pinhole()
2200	else:
2201	is_new_pinhole = True
2202	# if any value is changed
2203	if is_new_pinhole:
2204	msg = self._set_pinhole_smear()
2205	# hide all silt sizer
2206	self._hide_all_smear_info()
2207
2208	##Calculate chi2
2209	temp_smearer = self.current_smearer
2210	#self.compute_chisqr(smearer= temp_smearer)
2211
2212	# show relevant slit sizers
2213	self._show_smear_sizer()
2214
2215	self.sizer_set_smearer.Layout()
2216	self.Layout()
2217
2218	if event != None:
2219	event.Skip()
2220	#self._undo.Enable(True)
2221	self.save_current_state()
2222	event = PageInfoEvent(page = self)
2223	wx.PostEvent(self.parent, event)
2224
2225	def _is_changed_pinhole(self):
2226	"""
2227	check if any of pinhole smear is changed
2228
2229	:return: True or False
2230
2231	"""
2232	# get the values
2233	pin_min = self.smear_pinhole_min.GetValue()
2234	pin_max = self.smear_pinhole_max.GetValue()
2235
2236	# Check changes in slit width
2237	try:
2238	dx_min = float(pin_min)
2239	except:
2240	return True
2241	if self.dx_min != dx_min:
2242	return True
2243
2244	# Check changes in slit heigth
2245	try:
2246	dx_max = float(pin_max)
2247	except:
2248	return True
2249	if self.dx_max != dx_max:
2250	return True
2251	return False
2252
2253	def _set_pinhole_smear(self):
2254	"""
2255	Set custom pinhole smear
2256
2257	:return: msg
2258
2259	"""
2260	# copy data
2261	data = copy.deepcopy(self.data)
2262	if self._is_2D():
2263	self.smear_type = 'Pinhole2d'
2264	len_data = len(data.data)
2265	data.dqx_data = numpy.zeros(len_data)
2266	data.dqy_data = numpy.zeros(len_data)
2267	else:
2268	self.smear_type = 'Pinhole'
2269	len_data = len(data.x)
2270	data.dx = numpy.zeros(len_data)
2271	data.dxl = None
2272	data.dxw = None
2273	msg = None
2274
2275	get_pin_min = self.smear_pinhole_min
2276	get_pin_max = self.smear_pinhole_max
2277
2278	if not check_float(get_pin_min):
2279	get_pin_min.SetBackgroundColour("pink")
2280	msg= "Model Error:wrong value entered!!!"
2281	elif not check_float(get_pin_max ):
2282	get_pin_max.SetBackgroundColour("pink")
2283	msg= "Model Error:wrong value entered!!!"
2284	else:
2285	if len_data < 2: len_data = 2
2286	self.dx_min = float(get_pin_min.GetValue())
2287	self.dx_max = float(get_pin_max.GetValue())
2288	if self.dx_min < 0:
2289	get_pin_min.SetBackgroundColour("pink")
2290	msg= "Model Error:This value can not be negative!!!"
2291	elif self.dx_max <0:
2292	get_pin_max.SetBackgroundColour("pink")
2293	msg= "Model Error:This value can not be negative!!!"
2294	elif self.dx_min != None and self.dx_max != None:
2295	if self._is_2D():
2296	data.dqx_data[data.dqx_data==0] = self.dx_min
2297	data.dqy_data[data.dqy_data==0] = self.dx_max
2298	elif self.dx_min == self.dx_max:
2299	data.dx[data.dx==0] = self.dx_min
2300	else:
2301	step = (self.dx_max - self.dx_min)/(len_data-1)
2302	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2303	step)
2304	elif self.dx_min != None:
2305	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2306	else: data.dx[data.dx==0] = self.dx_min
2307	elif self.dx_max != None:
2308	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2309	else: data.dx[data.dx==0] = self.dx_max
2310	self.current_smearer = smear_selection(data, self.model)
2311	# 2D need to set accuracy
2312	if self._is_2D():
2313	self.current_smearer.set_accuracy(accuracy = \
2314	self.smear2d_accuracy)
2315
2316	if msg != None:
2317	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2318	else:
2319	get_pin_min.SetBackgroundColour("white")
2320	get_pin_max.SetBackgroundColour("white")
2321	## set smearing value whether or not the data contain the smearing info
2322
2323	self._manager.set_smearer(smearer=self.current_smearer,
2324	fid=self.data.id,
2325	qmin=float(self.qmin_x),
2326	qmax= float(self.qmax_x),
2327	enable_smearer=not self.disable_smearer.GetValue(),
2328	uid=self.uid)
2329	return msg
2330
2331	def update_pinhole_smear(self):
2332	"""
2333	called by kill_focus on pinhole TextCntrl
2334	to update the changes
2335
2336	:return: False when wrong value was entered
2337
2338	"""
2339	# msg default
2340	msg = None
2341	# check if any value is changed
2342	if self._is_changed_pinhole():
2343	msg = self._set_pinhole_smear()
2344	#self._undo.Enable(True)
2345	wx.CallAfter(self.save_current_state)
2346
2347	if msg != None:
2348	return False
2349	else:
2350	return True
2351
2352	def onSlitSmear(self, event):
2353	"""
2354	Create a custom slit smear object that will change the way residuals
2355	are compute when fitting
2356	"""
2357
2358	#if self.check_invalid_panel():
2359	# return
2360
2361	if self.model ==None:
2362	self.disable_smearer.SetValue(True)
2363
2364	msg="Please select a Model first..."
2365	wx.MessageBox(msg, 'Info')
2366	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2367	"Smear: %s"%msg))
2368	return
2369
2370	# Need update param values
2371	self._update_paramv_on_fit()
2372
2373	# msg default
2374	msg = None
2375	# for event given
2376	if event != None:
2377	tcrtl= event.GetEventObject()
2378	# event case of radio button
2379	if tcrtl.GetValue():
2380	self.dxl = 0.0
2381	self.dxw = 0.0
2382	is_new_slit = True
2383	else:
2384	is_new_slit = self._is_changed_slit()
2385	else:
2386	is_new_slit = True
2387
2388	# if any value is changed
2389	if is_new_slit:
2390	msg = self._set_slit_smear()
2391
2392	# hide all silt sizer
2393	self._hide_all_smear_info()
2394	##Calculate chi2
2395	#self.compute_chisqr(smearer= self.current_smearer)
2396	# show relevant slit sizers
2397	self._show_smear_sizer()
2398	self.sizer_set_smearer.Layout()
2399	self.Layout()
2400
2401	if event != None:
2402	event.Skip()
2403	#self._undo.Enable(True)
2404	self.save_current_state()
2405	event = PageInfoEvent(page = self)
2406	wx.PostEvent(self.parent, event)
2407	if msg != None:
2408	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2409
2410	def _is_changed_slit(self):
2411	"""
2412	check if any of slit lengths is changed
2413
2414	:return: True or False
2415
2416	"""
2417	# get the values
2418	width = self.smear_slit_width.GetValue()
2419	height = self.smear_slit_height.GetValue()
2420
2421	# check and change the box bg color if it was pink
2422	# but it should be white now
2423	# because this is the case that _set_slit_smear() will not handle
2424	if height.lstrip().rstrip()=="":
2425	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2426	if width.lstrip().rstrip()=="":
2427	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2428
2429	# Check changes in slit width
2430	if width == "":
2431	dxw = 0.0
2432	else:
2433	try:
2434	dxw = float(width)
2435	except:
2436	return True
2437	if self.dxw != dxw:
2438	return True
2439
2440	# Check changes in slit heigth
2441	if height == "":
2442	dxl = 0.0
2443	else:
2444	try:
2445	dxl = float(height)
2446	except:
2447	return True
2448	if self.dxl != dxl:
2449	return True
2450
2451	return False
2452
2453	def _set_slit_smear(self):
2454	"""
2455	Set custom slit smear
2456
2457	:return: message to inform the user about the validity
2458	of the values entered for slit smear
2459	"""
2460	if self.data.__class__.__name__ == "Data2D" or \
2461	self.enable2D:
2462	return
2463	temp_smearer = None
2464	# make sure once more if it is smearer
2465	data = copy.deepcopy(self.data)
2466	data_len = len(data.x)
2467	data.dx = None
2468	data.dxl = None
2469	data.dxw = None
2470	msg = None
2471
2472	try:
2473	self.dxl = float(self.smear_slit_height.GetValue())
2474	data.dxl = self.dxl* numpy.ones(data_len)
2475	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2476	except:
2477	data.dxl = numpy.zeros(data_len)
2478	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2479	self.smear_slit_height.SetBackgroundColour("pink")
2480	msg = "Wrong value entered... "
2481	else:
2482	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2483	try:
2484	self.dxw = float(self.smear_slit_width.GetValue())
2485	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2486	data.dxw = self.dxw* numpy.ones(data_len)
2487	except:
2488	data.dxw = numpy.zeros(data_len)
2489	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2490	self.smear_slit_width.SetBackgroundColour("pink")
2491	msg = "Wrong Fit value entered... "
2492	else:
2493	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2494
2495	self.current_smearer = smear_selection(data, self.model)
2496	#temp_smearer = self.current_smearer
2497	## set smearing value whether or not the data contain the smearing info
2498	self._manager.set_smearer(smearer=self.current_smearer,
2499	fid=self.data.id,
2500	qmin=float(self.qmin_x),
2501	qmax= float(self.qmax_x),
2502	enable_smearer=not self.disable_smearer.GetValue(),
2503	uid=self.uid)
2504	return msg
2505
2506	def update_slit_smear(self):
2507	"""
2508	called by kill_focus on pinhole TextCntrl
2509	to update the changes
2510
2511	:return: False when wrong value was entered
2512
2513	"""
2514	# msg default
2515	msg = None
2516	# check if any value is changed
2517	if self._is_changed_slit():
2518	msg = self._set_slit_smear()
2519	#self._undo.Enable(True)
2520	self.save_current_state()
2521
2522	if msg != None:
2523	return False
2524	else:
2525	return True
2526
2527	def onSmear(self, event):
2528	"""
2529	Create a smear object that will change the way residuals
2530	are compute when fitting
2531	"""
2532	if event != None:
2533	event.Skip()
2534	if self.data is None:
2535	return
2536
2537	if self.model == None:
2538	self.disable_smearer.SetValue(True)
2539	msg="Please select a Model first..."
2540	wx.MessageBox(msg, 'Info')
2541	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2542	"Smear: %s"%msg))
2543	return
2544
2545	# Need update param values
2546	self._update_paramv_on_fit()
2547
2548	temp_smearer = None
2549	self._get_smear_info()
2550
2551	#renew smear sizer
2552	if self.smear_type != None:
2553	self.smear_description_smear_type.SetValue(str(self.smear_type))
2554	self.smear_data_left.SetValue(str(self.dq_l))
2555	self.smear_data_right.SetValue(str(self.dq_r))
2556
2557	self._hide_all_smear_info()
2558
2559	data = copy.deepcopy(self.data)
2560	# make sure once more if it is smearer
2561	self.current_smearer = smear_selection(data, self.model)
2562
2563	if self.enable_smearer.GetValue():
2564	if hasattr(self.data,"dxl"):
2565
2566	msg= ": Resolution smearing parameters"
2567	if hasattr(self.data,"dxw"):
2568	msg= ": Slit smearing parameters"
2569	if self.current_smearer ==None:
2570	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2571	"Data contains no smearing information"))
2572	else:
2573	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2574	"Data contains smearing information"))
2575
2576	#self.smear_description_dqdata.Show(True)
2577	self.smear_data_left.Show(True)
2578	self.smear_data_right.Show(True)
2579	temp_smearer= self.current_smearer
2580	elif self.disable_smearer.GetValue():
2581	self.smear_description_none.Show(True)
2582
2583	self._show_smear_sizer()
2584
2585	self.sizer_set_smearer.Layout()
2586	self.Layout()
2587	self._set_weight()
2588
2589	## set smearing value whether or not the data contain the smearing info
2590	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2591	fid=self.data.id,
2592	qmin=float(self.qmin_x),
2593	qmax=float(self.qmax_x),
2594	enable_smearer=not self.disable_smearer.GetValue(),
2595	draw=True)
2596
2597	self.state.enable_smearer= self.enable_smearer.GetValue()
2598	self.state.disable_smearer=self.disable_smearer.GetValue()
2599	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2600	self.state.slit_smearer = self.slit_smearer.GetValue()
2601
2602	def on_complete_chisqr(self, event):
2603	"""
2604	Display result chisqr on the panel
2605	:event: activated by fitting/ complete after draw
2606	"""
2607	try:
2608	if event == None:
2609	output= "-"
2610	elif not numpy.isfinite(event.output):
2611	output= "-"
2612	else:
2613	output = event.output
2614	self.tcChi.SetValue(str(format_number(output, True)))
2615	self.state.tcChi = self.tcChi.GetValue()
2616	except:
2617	pass
2618
2619
2620	def select_all_param(self,event):
2621	"""
2622	set to true or false all checkBox given the main checkbox value cb1
2623	"""
2624	self.param_toFit=[]
2625	if self.parameters !=[]:
2626	if self.cb1.GetValue():
2627	for item in self.parameters:
2628	## for data2D select all to fit
2629	if self.data.__class__.__name__== "Data2D" or \
2630	self.enable2D:
2631	item[0].SetValue(True)
2632	self.param_toFit.append(item )
2633	else:
2634	## for 1D all parameters except orientation
2635	if not item in self.orientation_params:
2636	item[0].SetValue(True)
2637	self.param_toFit.append(item )
2638	#if len(self.fittable_param)>0:
2639	for item in self.fittable_param:
2640	if self.data.__class__.__name__== "Data2D" or \
2641	self.enable2D:
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 1D all parameters except orientation
2652	if not item in self.orientation_params_disp:
2653	item[0].SetValue(True)
2654	self.param_toFit.append(item )
2655	try:
2656	if len(self.values[item[1]]) > 0:
2657	item[0].SetValue(False)
2658	except:
2659	pass
2660
2661	else:
2662	for item in self.parameters:
2663	item[0].SetValue(False)
2664	for item in self.fittable_param:
2665	item[0].SetValue(False)
2666	self.param_toFit=[]
2667
2668	self.save_current_state_fit()
2669
2670	if event !=None:
2671	#self._undo.Enable(True)
2672	## post state to fit panel
2673	event = PageInfoEvent(page = self)
2674	wx.PostEvent(self.parent, event)
2675	param2fit = []
2676	for item in self.param_toFit:
2677	if item[0]:
2678	param2fit.append(item[1])
2679	self.parent._manager.set_param2fit(self.uid, param2fit)
2680
2681
2682	def select_param(self,event):
2683	"""
2684	Select TextCtrl checked for fitting purpose and stores them
2685	in self.param_toFit=[] list
2686	"""
2687	self.param_toFit=[]
2688	for item in self.parameters:
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	#Select parameters to fit for list of primary parameters
2695	if item[0].GetValue():
2696	if not (item in self.param_toFit):
2697	self.param_toFit.append(item )
2698	else:
2699	#remove parameters from the fitting list
2700	if item in self.param_toFit:
2701	self.param_toFit.remove(item)
2702
2703	#Select parameters to fit for list of fittable parameters
2704	# with dispersion
2705	for item in self.fittable_param:
2706	#Skip t ifhe angle parameters if 1D data
2707	if self.data.__class__.__name__ != "Data2D" and\
2708	not self.enable2D:
2709	if item in self.orientation_params:
2710	continue
2711	if item[0].GetValue():
2712	if not (item in self.param_toFit):
2713	self.param_toFit.append(item)
2714	else:
2715	#remove parameters from the fitting list
2716	if item in self.param_toFit:
2717	self.param_toFit.remove(item)
2718
2719	#Calculate num. of angle parameters
2720	if self.data.__class__.__name__ == "Data2D" or \
2721	self.enable2D:
2722	len_orient_para = 0
2723	else:
2724	len_orient_para = len(self.orientation_params) #assume even len
2725	#Total num. of angle parameters
2726	if len(self.fittable_param) > 0:
2727	len_orient_para *= 2
2728	#Set the value of checkbox that selected every checkbox or not
2729	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2730	len(self.param_toFit):
2731	self.cb1.SetValue(True)
2732	else:
2733	self.cb1.SetValue(False)
2734	self.save_current_state_fit()
2735	if event !=None:
2736	#self._undo.Enable(True)
2737	## post state to fit panel
2738	event = PageInfoEvent(page = self)
2739	wx.PostEvent(self.parent, event)
2740
2741	param2fit = []
2742	for item in self.param_toFit:
2743	if item[0]:
2744	param2fit.append(item[1])
2745	self.parent._manager.set_param2fit(self.uid, param2fit)
2746
2747	def set_model_param_sizer(self, model):
2748	"""
2749	Build the panel from the model content
2750
2751	:param model: the model selected in combo box for fitting purpose
2752
2753	"""
2754	self.sizer3.Clear(True)
2755	self.parameters = []
2756	self.str_parameters = []
2757	self.param_toFit=[]
2758	self.fittable_param=[]
2759	self.fixed_param=[]
2760	self.orientation_params=[]
2761	self.orientation_params_disp=[]
2762
2763	if model ==None:
2764	self.sizer3.Layout()
2765	self.SetupScrolling()
2766	return
2767	## the panel is drawn using the current value of the fit engine
2768	if self.engine_type==None and self._manager !=None:
2769	self.engine_type= self._manager._return_engine_type()
2770
2771	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2772	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2773	sizer = wx.GridBagSizer(5,5)
2774	## save the current model
2775	self.model = model
2776
2777	keys = self.model.getParamList()
2778	#list of dispersion paramaters
2779	self.disp_list=self.model.getDispParamList()
2780
2781	def custom_compare(a,b):
2782	"""
2783	Custom compare to order, first by alphabets then second by number.
2784	"""
2785	# number at the last digit
2786	a_last = a[len(a)-1]
2787	b_last = b[len(b)-1]
2788	# default
2789	num_a = None
2790	num_b = None
2791	# split the names
2792	a2 = a.lower().split('_')
2793	b2 = b.lower().split('_')
2794	# check length of a2, b2
2795	len_a2 = len(a2)
2796	len_b2 = len(b2)
2797	# check if it contains a int number(<10)
2798	try:
2799	num_a = int(a_last)
2800	except: pass
2801	try:
2802	num_b = int(b_last)
2803	except: pass
2804	# Put 'scale' near the top; happens
2805	# when numbered param name exists
2806	if a == 'scale':
2807	return -1
2808	# both have a number
2809	if num_a != None and num_b != None:
2810	if num_a > num_b: return -1
2811	# same number
2812	elif num_a == num_b:
2813	# different last names
2814	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2815	return -cmp(a2[len_a2-1], b2[len_b2-1])
2816	else:
2817	return cmp(a, b)
2818	else: return 1
2819	# one of them has a number
2820	elif num_a != None: return 1
2821	elif num_b != None: return -1
2822	# no numbers
2823	else: return cmp(a.lower(), b.lower())
2824
2825
2826	keys.sort(custom_compare)
2827
2828	iy = 0
2829	ix = 0
2830	select_text = "Select All"
2831	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2832	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2833	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2834	self.cb1.SetValue(True)
2835
2836	sizer.Add(self.cb1,(iy, ix),(1,1),\
2837	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2838	ix +=1
2839	self.text2_2 = wx.StaticText(self, -1, 'Value')
2840	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2841	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2842	ix +=2
2843	self.text2_3 = wx.StaticText(self, -1, 'Error')
2844	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2845	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2846	if not self.is_mac:
2847	self.text2_3.Hide()
2848	ix +=1
2849	self.text2_min = wx.StaticText(self, -1, 'Min')
2850	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2851	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2852	#self.text2_min.Hide()
2853	ix +=1
2854	self.text2_max = wx.StaticText(self, -1, 'Max')
2855	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2856	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2857	#self.text2_max.Hide()
2858	ix += 1
2859	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2860	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2861	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2862	self.text2_4.Hide()
2863
2864	for item in keys:
2865	if not item in self.disp_list and not item in \
2866	self.model.orientation_params:
2867
2868	##prepare a spot to store errors
2869	if not self.model.details.has_key(item):
2870	self.model.details [item] = ["",None,None]
2871
2872	iy += 1
2873	ix = 0
2874	if (self.model.__class__ in \
2875	self.model_list_box["Multi-Functions"] or \
2876	self.temp_multi_functional)\
2877	and (item in self.model.non_fittable):
2878	non_fittable_name = wx.StaticText(self, -1, item )
2879	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2880	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2881	## add parameter value
2882	ix += 1
2883	value= self.model.getParam(item)
2884	if len(self.model.fun_list) > 0:
2885	num = item.split('_')[1][5:7]
2886	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2887	style=wx.CB_READONLY, name = '%s'% item)
2888	self._set_fun_box_list(fun_box)
2889	fun_box.SetSelection(0)
2890	#self.fun_box.SetToolTipString("A function
2891	# describing the interface")
2892	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2893	else:
2894	fun_box = self.ModelTextCtrl(self, -1,
2895	size=(_BOX_WIDTH,20),
2896	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2897	fun_box.SetToolTipString(\
2898	"Hit 'Enter' after typing to update the plot.")
2899	fun_box.SetValue(format_number(value, True))
2900	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2901	self.str_parameters.append([None,item, fun_box,
2902	None, None, None,
2903	None, None])
2904
2905
2906	else:
2907	## add parameters name with checkbox for selecting to fit
2908	cb = wx.CheckBox(self, -1, item )
2909	cb.SetToolTipString(" Check mark to fit.")
2910	#cb.SetValue(True)
2911	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2912
2913	sizer.Add( cb,( iy, ix),(1,1),
2914	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2915
2916	## add parameter value
2917	ix += 1
2918	value= self.model.getParam(item)
2919	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2920	style=wx.TE_PROCESS_ENTER)
2921	ctl1.SetToolTipString(\
2922	"Hit 'Enter' after typing to update the plot.")
2923	ctl1.SetValue(format_number(value, True))
2924	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2925	## text to show error sign
2926	ix += 1
2927	text2=wx.StaticText(self, -1, '+/-')
2928	sizer.Add(text2,(iy, ix),(1,1),\
2929	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2930	if not self.is_mac:
2931	text2.Hide()
2932	ix += 1
2933	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2934	sizer.Add(ctl2, (iy,ix),(1,1),
2935	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2936	if not self.is_mac:
2937	ctl2.Hide()
2938
2939	ix += 1
2940	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2941	style=wx.TE_PROCESS_ENTER,
2942	text_enter_callback = self._onparamRangeEnter)
2943
2944	sizer.Add(ctl3, (iy,ix),(1,1),
2945	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2946
2947	ix += 1
2948	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2949	style=wx.TE_PROCESS_ENTER,
2950	text_enter_callback = self._onparamRangeEnter)
2951	sizer.Add(ctl4, (iy,ix),(1,1),
2952	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2953
2954	ix +=1
2955	# Units
2956	if self.model.details.has_key(item):
2957	units = wx.StaticText(self, -1,
2958	self.model.details[item][0], style=wx.ALIGN_LEFT)
2959	else:
2960	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2961	sizer.Add(units, (iy,ix),(1,1),
2962	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2963
2964	##[cb state, name, value, "+/-", error of fit, min, max , units]
2965	self.parameters.append([cb,item, ctl1,
2966	text2,ctl2, ctl3, ctl4,units])
2967
2968	iy+=1
2969	sizer.Add((10,10),(iy,ix),(1,1),
2970	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2971
2972	# type can be either Guassian or Array
2973	if len(self.model.dispersion.values())>0:
2974	type= self.model.dispersion.values()[0]["type"]
2975	else:
2976	type = "Gaussian"
2977
2978	iy += 1
2979	ix = 0
2980	#Add tile for orientational angle
2981	for item in keys:
2982	if item in self.model.orientation_params:
2983	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2984	sizer.Add(orient_angle,(iy, ix),(1,1),
2985	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2986	if not self.data.__class__.__name__ == "Data2D" and \
2987	not self.enable2D:
2988	orient_angle.Hide()
2989	else:
2990	orient_angle.Show(True)
2991	break
2992
2993	#For Gaussian only
2994	if type.lower() != "array":
2995	for item in self.model.orientation_params:
2996	if not item in self.disp_list:
2997	##prepare a spot to store min max
2998	if not self.model.details.has_key(item):
2999	self.model.details [item] = ["",None,None]
3000
3001	iy += 1
3002	ix = 0
3003	## add parameters name with checkbox for selecting to fit
3004	cb = wx.CheckBox(self, -1, item )
3005	cb.SetValue(False)
3006	cb.SetToolTipString("Check mark to fit")
3007	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3008	if self.data.__class__.__name__ == "Data2D" or \
3009	self.enable2D:
3010	cb.Show(True)
3011	else:
3012	cb.Hide()
3013	sizer.Add( cb,( iy, ix),(1,1),
3014	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3015
3016	## add parameter value
3017	ix += 1
3018	value= self.model.getParam(item)
3019	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3020	style=wx.TE_PROCESS_ENTER)
3021	ctl1.SetToolTipString(\
3022	"Hit 'Enter' after typing to update the plot.")
3023	ctl1.SetValue(format_number(value, True))
3024	if self.data.__class__.__name__ == "Data2D" or \
3025	self.enable2D:
3026	ctl1.Show(True)
3027	else:
3028	ctl1.Hide()
3029	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3030	## text to show error sign
3031	ix += 1
3032	text2=wx.StaticText(self, -1, '+/-')
3033	sizer.Add(text2,(iy, ix),(1,1),\
3034	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3035
3036	text2.Hide()
3037	ix += 1
3038	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3039	sizer.Add(ctl2, (iy,ix),(1,1),
3040	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3041
3042	ctl2.Hide()
3043
3044
3045	ix += 1
3046	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3047	style=wx.TE_PROCESS_ENTER,
3048	text_enter_callback = self._onparamRangeEnter)
3049
3050	sizer.Add(ctl3, (iy,ix),(1,1),
3051	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3052	ctl3.Hide()
3053
3054	ix += 1
3055	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3056	style=wx.TE_PROCESS_ENTER,
3057	text_enter_callback = self._onparamRangeEnter)
3058	sizer.Add(ctl4, (iy,ix),(1,1),
3059	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3060
3061	ctl4.Hide()
3062
3063	if self.data.__class__.__name__ == "Data2D" or \
3064	self.enable2D:
3065	if self.is_mac:
3066	text2.Show(True)
3067	ctl2.Show(True)
3068	ctl3.Show(True)
3069	ctl4.Show(True)
3070
3071	ix +=1
3072	# Units
3073	if self.model.details.has_key(item):
3074	units = wx.StaticText(self, -1,
3075	self.model.details[item][0],
3076	style=wx.ALIGN_LEFT)
3077	else:
3078	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3079	if self.data.__class__.__name__ == "Data2D" or \
3080	self.enable2D:
3081	units.Show(True)
3082
3083	else:
3084	units.Hide()
3085
3086	sizer.Add(units, (iy,ix),(1,1),
3087	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3088
3089	##[cb state, name, value, "+/-", error of fit,min,max,units]
3090	self.parameters.append([cb,item, ctl1,
3091	text2,ctl2, ctl3, ctl4,units])
3092	self.orientation_params.append([cb,item, ctl1,
3093	text2,ctl2, ctl3, ctl4,units])
3094
3095	iy+=1
3096
3097	#Display units text on panel
3098	for item in keys:
3099	if self.model.details.has_key(item):
3100	self.text2_4.Show()
3101	#Fill the list of fittable parameters
3102	self.select_all_param(event=None)
3103
3104	self.save_current_state_fit()
3105	boxsizer1.Add(sizer)
3106	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3107	self.sizer3.Layout()
3108	self.Layout()
3109	#self.Refresh()
3110
3111	def on_right_down(self, event):
3112	"""
3113	Get key stroke event
3114	"""
3115	if self.data == None:
3116	return
3117	# Figuring out key combo: Cmd for copy, Alt for paste
3118	if event.AltDown() and event.ShiftDown():
3119	self._manager.show_ftol_dialog()
3120	flag = True
3121	elif event.AltDown() or event.ShiftDown():
3122	flag = False
3123	else:
3124	return
3125	# make event free
3126	event.Skip()
3127	# messages depending on the flag
3128	if not flag:
3129	msg = " Could not open ftol dialog;"
3130	msg += " Check if the Scipy fit engine is selected in the menubar."
3131	infor = 'warning'
3132	# inform msg to wx
3133	wx.PostEvent( self.parent.parent,
3134	StatusEvent(status= msg, info=infor))
3135
3136
3137	def _onModel2D(self, event):
3138	"""
3139	toggle view of model from 1D to 2D or 2D from 1D
3140	"""
3141	if self.model_view.GetLabelText() == "Show 2D":
3142	self.model_view.SetLabel("Show 1D")
3143	self.enable2D = True
3144
3145	else:
3146	self.model_view.SetLabel("Show 2D")
3147	self.enable2D = False
3148	self.create_default_data()
3149	self._manager.store_data(self.uid, data_list=[self.data])
3150
3151	self.set_model_param_sizer(self.model)
3152	self._set_sizer_dispersion()
3153	self._set_weight(is_2D= self.enable2D)
3154	self._set_smear_buttons()
3155	self._draw_model()
3156
3157
3158	self.state.enable2D = copy.deepcopy(self.enable2D)
3159
3160	def _set_smear_buttons(self):
3161	"""
3162	Set semarer radio buttons
3163	"""
3164	# more disables for 2D
3165	if self.data.__class__.__name__ == "Data2D" or \
3166	self.enable2D:
3167	self.slit_smearer.Disable()
3168	self.pinhole_smearer.Enable(True)
3169	self.default_mask = copy.deepcopy(self.data.mask)
3170	else:
3171	self.slit_smearer.Enable(True)
3172	self.pinhole_smearer.Enable(True)
3173
3174
3175	class BGTextCtrl(wx.TextCtrl):
3176	"""
3177	Text control used to display outputs.
3178	No editing allowed. The background is
3179	grayed out. User can't select text.
3180	"""
3181	def __init__(self, args, *kwds):
3182	wx.TextCtrl.__init__(self, args, *kwds)
3183	self.SetEditable(False)
3184	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3185
3186	# Bind to mouse event to avoid text highlighting
3187	# The event will be skipped once the call-back
3188	# is called.
3189	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3190
3191	def _click(self, event):
3192	"""
3193	Prevent further handling of the mouse event
3194	by not calling Skip().
3195	"""
3196	pass
3197

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 2ada16c

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