fitpage.py @ 6550b64

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 6550b64 was 318b5bbb, checked in by Jae Cho <jhjcho@…>, 12 years ago
Added polarization and magnetic stuffs
Property mode set to `100644`
File size: 130.7 KB

Line
1	"""
2	FitPanel class contains fields allowing to display results when
3	fitting a model and one data
4	"""
5	import sys
6	import wx
7	import wx.lib.newevent
8	import numpy
9	import copy
10	import math
11	import time
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	from sans.perspectives.fitting.basepage import BasicPage as BasicPage
25	from sans.perspectives.fitting.basepage import PageInfoEvent as PageInfoEvent
26	from sans.models.qsmearing import smear_selection
27
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	self.m_name = None
50	# get smear info from data
51	self._get_smear_info()
52	self._fill_model_sizer(self.sizer1)
53	self._get_defult_custom_smear()
54	self._fill_range_sizer()
55	self._set_smear(self.data)
56	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
57	# bind key event
58	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
59	self._set_bookmark_flag(False)
60	self._set_save_flag(False)
61	self._set_preview_flag(False)
62	self._set_copy_flag(False)
63	self._set_paste_flag(False)
64	self.btFit.SetFocus()
65	self.enable_fit_button()
66	self.fill_data_combobox(data_list=self.data_list)
67	#create a default data for an empty panel
68	self.create_default_data()
69
70	def enable_fit_button(self):
71	"""
72	Enable fit button if data is valid and model is valid
73	"""
74	flag = check_data_validity(self.data) & (self.model is not None)
75	self.btFit.Enable(flag)
76
77	def _fill_data_sizer(self):
78	"""
79	fill sizer 0 with data info
80	"""
81	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
82	if check_data_validity(self.data):
83	dname_color = wx.BLUE
84	else:
85	dname_color = wx.RED
86	self.data_box_description.SetForegroundColour(dname_color)
87	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
88	#----------------------------------------------------------
89	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
90	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
91	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
92	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
93	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
94	sizer_data.Add(self.dataSource)
95	sizer_data.Add((0, 5))
96	boxsizer1.Add(sizer_data, 0, wx.ALL, 10)
97	self.sizer0.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
98	self.sizer0.Layout()
99
100	def enable_datasource(self):
101	"""
102	Enable or disable data source control depending on existing data
103	"""
104	if not self.data_list:
105	self.dataSource.Disable()
106	else:
107	self.dataSource.Enable()
108
109	def fill_data_combobox(self, data_list):
110	"""
111	Get a list of data and fill the corresponding combobox
112	"""
113	self.dataSource.Clear()
114	self.data_list = data_list
115	self.enable_datasource()
116	if len(data_list) > 0:
117	#find the maximum range covering all data
118	qmin, qmax, npts = self.compute_data_set_range(data_list)
119	self.qmin_data_set = qmin
120	self.qmax_data_set = qmax
121	self.npts_data_set = npts
122
123	self.qmin.SetValue(str(self.qmin_data_set))
124	self.qmax.SetValue(str(self.qmax_data_set))
125	self.qmin.SetBackgroundColour("white")
126	self.qmax.SetBackgroundColour("white")
127	self.qmin_x = self.qmin_data_set
128	self.qmax_x = self.qmax_data_set
129	self.state.qmin = self.qmin_x
130	self.state.qmax = self.qmax_x
131	is_data = False
132	for data in self.data_list:
133	if data is not None:
134	self.dataSource.Append(str(data.name), clientData=data)
135	if not is_data:
136	is_data = check_data_validity(data)
137	self.dataSource.SetSelection(0)
138	self.on_select_data(event=None)
139
140	def on_select_data(self, event=None):
141	"""
142	On_select_data
143	"""
144	if event is None and self.dataSource.GetCount() > 0:
145	data = self.dataSource.GetClientData(0)
146	self.set_data(data)
147	elif self.dataSource.GetCount() > 0:
148	pos = self.dataSource.GetSelection()
149	data = self.dataSource.GetClientData(pos)
150	self.set_data(data)
151
152	def _on_fit_complete(self):
153	"""
154	When fit is complete ,reset the fit button label.
155	"""
156	self.fit_started = False
157	self.set_fitbutton()
158
159	def _is_2D(self):
160	"""
161	Check if data_name is Data2D
162
163	:return: True or False
164
165	"""
166	if self.data.__class__.__name__ == "Data2D" or \
167	self.enable2D:
168	return True
169	return False
170
171	def _on_engine_change(self, name):
172	"""
173	get the current name of the fit engine type
174	and update the panel accordingly
175	"""
176
177	self.engine_type = str(name)
178	self.state.engine_type = self.engine_type
179	if not self.is_mac:
180	if len(self.parameters) == 0:
181	self.Layout()
182	return
183	self.Layout()
184	self.Refresh()
185
186	def _fill_range_sizer(self):
187	"""
188	Fill the sizer containing the plotting range
189	add access to npts
190	"""
191	is_2Ddata = False
192
193	# Check if data is 2D
194	if self.data.__class__.__name__ == "Data2D" or \
195	self.enable2D:
196	is_2Ddata = True
197
198	title = "Fitting"
199	#smear messages & titles
200	smear_message_none = "No smearing is selected..."
201	smear_message_dqdata = "The dQ data is being used for smearing..."
202	smear_message_2d = \
203	"Higher accuracy is very time-expensive. Use it with care..."
204	smear_message_new_ssmear = \
205	"Please enter only the value of interest to customize smearing..."
206	smear_message_new_psmear = \
207	"Please enter both; the dQ will be generated by interpolation..."
208	smear_message_2d_x_title = "<dQp>[1/A]:"
209	smear_message_2d_y_title = "<dQs>[1/A]:"
210	smear_message_pinhole_min_title = "dQ_low[1/A]:"
211	smear_message_pinhole_max_title = "dQ_high[1/A]:"
212	smear_message_slit_height_title = "Slit height[1/A]:"
213	smear_message_slit_width_title = "Slit width[1/A]:"
214
215	self._get_smear_info()
216
217	#Sizers
218	box_description_range = wx.StaticBox(self, -1, str(title))
219	box_description_range.SetForegroundColour(wx.BLUE)
220	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
221	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
222	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
223	self.sizer_new_smear = wx.BoxSizer(wx.HORIZONTAL)
224	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
225	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
226	smear_set_box = wx.StaticBox(self, -1, 'Set Instrumental Smearing')
227	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
228	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
229
230	weighting_set_box = wx.StaticBox(self, -1, \
231	'Set Weighting by Selecting dI Source')
232	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
233	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
234	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
235	#Filling the sizer containing weighting info.
236	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
237	style=wx.RB_GROUP)
238	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
239	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
240	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
241	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
242	id=self.dI_noweight.GetId())
243	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
244	id=self.dI_didata.GetId())
245	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
246	id=self.dI_sqrdata.GetId())
247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
248	id=self.dI_idata.GetId())
249	self.dI_didata.SetValue(True)
250	# add 4 types of weighting to the sizer
251	sizer_weighting.Add(self.dI_noweight, 0, wx.LEFT, 10)
252	sizer_weighting.Add((14, 10))
253	sizer_weighting.Add(self.dI_didata)
254	sizer_weighting.Add((14, 10))
255	sizer_weighting.Add(self.dI_sqrdata)
256	sizer_weighting.Add((14, 10))
257	sizer_weighting.Add(self.dI_idata)
258	sizer_weighting.Add((10, 10))
259	self.dI_noweight.Enable(False)
260	self.dI_didata.Enable(False)
261	self.dI_sqrdata.Enable(False)
262	self.dI_idata.Enable(False)
263	weighting_box.Add(sizer_weighting)
264
265	sizer_fit = wx.GridSizer(2, 4, 2, 6)
266
267	# combobox for smear2d accuracy selection
268	self.smear_accuracy = wx.ComboBox(self, -1, size=(50, -1),
269	style=wx.CB_READONLY)
270	self._set_accuracy_list()
271	self.smear_accuracy.SetValue(self.smear2d_accuracy)
272	self.smear_accuracy.SetSelection(0)
273	self.smear_accuracy.SetToolTipString(\
274	"'Higher' uses more Gaussian points for smearing computation.")
275
276	wx.EVT_COMBOBOX(self.smear_accuracy, -1, self._on_select_accuracy)
277
278	#Fit button
279	self.btFit = wx.Button(self, wx.NewId(), 'Fit', size=(88, 25))
280	self.default_bt_colour = self.btFit.GetDefaultAttributes()
281	self.btFit.Bind(wx.EVT_BUTTON, self._onFit, id=self.btFit.GetId())
282	self.btFit.SetToolTipString("Start fitting.")
283
284	#textcntrl for custom resolution
285	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
286	size=(_BOX_WIDTH - 25, 20),
287	style=wx.TE_PROCESS_ENTER,
288	text_enter_callback=self.onPinholeSmear)
289	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
290	size=(_BOX_WIDTH - 25, 20),
291	style=wx.TE_PROCESS_ENTER,
292	text_enter_callback=self.onPinholeSmear)
293	self.smear_slit_height = self.ModelTextCtrl(self, -1,
294	size=(_BOX_WIDTH - 25, 20),
295	style=wx.TE_PROCESS_ENTER,
296	text_enter_callback=self.onSlitSmear)
297	self.smear_slit_width = self.ModelTextCtrl(self, -1,
298	size=(_BOX_WIDTH - 25, 20),
299	style=wx.TE_PROCESS_ENTER,
300	text_enter_callback=self.onSlitSmear)
301
302	## smear
303	self.smear_data_left = BGTextCtrl(self, -1,
304	size=(_BOX_WIDTH - 25, 20), style=0)
305	self.smear_data_left.SetValue(str(self.dq_l))
306	self.smear_data_right = BGTextCtrl(self, -1,
307	size=(_BOX_WIDTH - 25, 20), style=0)
308	self.smear_data_right.SetValue(str(self.dq_r))
309
310	#set default values for smear
311	self.smear_pinhole_max.SetValue(str(self.dx_max))
312	self.smear_pinhole_min.SetValue(str(self.dx_min))
313	self.smear_slit_height.SetValue(str(self.dxl))
314	self.smear_slit_width.SetValue(str(self.dxw))
315
316	#Filling the sizer containing instruments smearing info.
317	self.disable_smearer = wx.RadioButton(self, -1,
318	'None', style=wx.RB_GROUP)
319	self.enable_smearer = wx.RadioButton(self, -1,
320	'Use dQ Data')
321	#self.enable_smearer.SetToolTipString(
322	#"Click to use the loaded dQ data for smearing.")
323	self.pinhole_smearer = wx.RadioButton(self, -1,
324	'Custom Pinhole Smear')
325	#self.pinhole_smearer.SetToolTipString
326	#("Click to input custom resolution for pinhole smearing.")
327	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
328	#self.slit_smearer.SetToolTipString
329	#("Click to input custom resolution for slit smearing.")
330	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
331	id=self.disable_smearer.GetId())
332	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
333	id=self.enable_smearer.GetId())
334	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
335	id=self.pinhole_smearer.GetId())
336	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
337	id=self.slit_smearer.GetId())
338	self.disable_smearer.SetValue(True)
339
340	# add 4 types of smearing to the sizer
341	sizer_smearer.Add(self.disable_smearer, 0, wx.LEFT, 10)
342	sizer_smearer.Add((10, 10))
343	sizer_smearer.Add(self.enable_smearer)
344	sizer_smearer.Add((10, 10))
345	sizer_smearer.Add(self.pinhole_smearer)
346	sizer_smearer.Add((10, 10))
347	sizer_smearer.Add(self.slit_smearer)
348	sizer_smearer.Add((10, 10))
349
350	# StaticText for chi2, N(for fitting), Npts
351	self.tcChi = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
352	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
353	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
354	self.Npts_fit.SetToolTipString(\
355	" Npts : number of points selected for fitting")
356	self.Npts_total = self.ModelTextCtrl(self, -1,
357	size=(_BOX_WIDTH, 20),
358	style=wx.TE_PROCESS_ENTER,
359	text_enter_callback=self._onQrangeEnter)
360	self.Npts_total.SetValue(format_number(self.npts_x))
361	self.Npts_total.SetToolTipString(\
362	" Total Npts : total number of data points")
363
364	# Update and Draw button
365	self.draw_button = wx.Button(self, wx.NewId(),
366	'Compute', size=(88, 24))
367	self.draw_button.Bind(wx.EVT_BUTTON, \
368	self._onDraw, id=self.draw_button.GetId())
369	self.draw_button.SetToolTipString("Compute and Draw.")
370
371	box_description_1 = wx.StaticText(self, -1, ' Chi2/Npts')
372	box_description_2 = wx.StaticText(self, -1, 'Npts(Fit)')
373	box_description_3 = wx.StaticText(self, -1, 'Total Npts')
374	box_description_3.SetToolTipString( \
375	" Total Npts : total number of data points")
376
377	sizer_fit.Add(box_description_1, 0, 0)
378	sizer_fit.Add(box_description_2, 0, 0)
379	sizer_fit.Add(box_description_3, 0, 0)
380	sizer_fit.Add(self.draw_button, 0, 0)
381	sizer_fit.Add(self.tcChi, 0, 0)
382	sizer_fit.Add(self.Npts_fit, 0, 0)
383	sizer_fit.Add(self.Npts_total, 0, 0)
384	sizer_fit.Add(self.btFit, 0, 0)
385
386	# StaticText for smear
387	self.smear_description_none = wx.StaticText(self, -1,
388	smear_message_none, style=wx.ALIGN_LEFT)
389	self.smear_description_dqdata = wx.StaticText(self,
390	-1, smear_message_dqdata, style=wx.ALIGN_LEFT)
391	self.smear_description_type = wx.StaticText(self,
392	-1, "Type:", style=wx.ALIGN_LEFT)
393	self.smear_description_accuracy_type = wx.StaticText(self, -1,
394	"Accuracy:", style=wx.ALIGN_LEFT)
395	self.smear_description_smear_type = BGTextCtrl(self, -1,
396	size=(57, 20), style=0)
397	self.smear_description_smear_type.SetValue(str(self.dq_l))
398	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
399	self.smear_description_2d = wx.StaticText(self, -1,
400	smear_message_2d, style=wx.ALIGN_LEFT)
401	self.smear_message_new_s = wx.StaticText(self, -1,
402	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
403	self.smear_message_new_p = wx.StaticText(self, -1,
404	smear_message_new_psmear, style=wx.ALIGN_LEFT)
405	self.smear_description_2d_x = wx.StaticText(self, -1,
406	smear_message_2d_x_title, style=wx.ALIGN_LEFT)
407	self.smear_description_2d_x.SetToolTipString(\
408	" dQp(parallel) in q_r direction.")
409	self.smear_description_2d_y = wx.StaticText(self, -1,
410	smear_message_2d_y_title, style=wx.ALIGN_LEFT)
411	self.smear_description_2d_y.SetToolTipString(\
412	" dQs(perpendicular) in q_phi direction.")
413	self.smear_description_pin_min = wx.StaticText(self, -1,
414	smear_message_pinhole_min_title, style=wx.ALIGN_LEFT)
415	self.smear_description_pin_max = wx.StaticText(self, -1,
416	smear_message_pinhole_max_title, style=wx.ALIGN_LEFT)
417	self.smear_description_slit_height = wx.StaticText(self, -1,
418	smear_message_slit_height_title, style=wx.ALIGN_LEFT)
419	self.smear_description_slit_width = wx.StaticText(self, -1,
420	smear_message_slit_width_title, style=wx.ALIGN_LEFT)
421
422	#arrange sizers
423	self.sizer_set_smearer.Add(sizer_smearer)
424	self.sizer_set_smearer.Add((10, 10))
425	self.sizer_set_smearer.Add(self.smear_description_none,
426	0, wx.CENTER, 10)
427	self.sizer_set_smearer.Add(self.smear_description_dqdata,
428	0, wx.CENTER, 10)
429	self.sizer_set_smearer.Add(self.smear_description_2d,
430	0, wx.CENTER, 10)
431	self.sizer_new_smear.Add(self.smear_description_type,
432	0, wx.CENTER, 10)
433	self.sizer_new_smear.Add(self.smear_description_accuracy_type,
434	0, wx.CENTER, 10)
435	self.sizer_new_smear.Add(self.smear_accuracy)
436	self.sizer_new_smear.Add(self.smear_description_smear_type,
437	0, wx.CENTER, 10)
438	self.sizer_new_smear.Add((15, -1))
439	self.sizer_new_smear.Add(self.smear_description_2d_x,
440	0, wx.CENTER, 10)
441	self.sizer_new_smear.Add(self.smear_description_pin_min,
442	0, wx.CENTER, 10)
443	self.sizer_new_smear.Add(self.smear_description_slit_height,
444	0, wx.CENTER, 10)
445
446	self.sizer_new_smear.Add(self.smear_pinhole_min,
447	0, wx.CENTER, 10)
448	self.sizer_new_smear.Add(self.smear_slit_height,
449	0, wx.CENTER, 10)
450	self.sizer_new_smear.Add(self.smear_data_left,
451	0, wx.CENTER, 10)
452	self.sizer_new_smear.Add((20, -1))
453	self.sizer_new_smear.Add(self.smear_description_2d_y,
454	0, wx.CENTER, 10 )
455	self.sizer_new_smear.Add(self.smear_description_pin_max,
456	0, wx.CENTER, 10 )
457	self.sizer_new_smear.Add(self.smear_description_slit_width,
458	0, wx.CENTER, 10 )
459
460	self.sizer_new_smear.Add(self.smear_pinhole_max, 0, wx.CENTER, 10)
461	self.sizer_new_smear.Add(self.smear_slit_width, 0, wx.CENTER, 10)
462	self.sizer_new_smear.Add(self.smear_data_right, 0, wx.CENTER, 10)
463
464	self.sizer_set_smearer.Add(self.smear_message_new_s, 0, wx.CENTER, 10)
465	self.sizer_set_smearer.Add(self.smear_message_new_p, 0, wx.CENTER, 10)
466	self.sizer_set_smearer.Add((5, 2))
467	self.sizer_set_smearer.Add(self.sizer_new_smear, 0, wx.CENTER, 10)
468
469	# add all to chi2 sizer
470	sizer_smearer_box.Add(self.sizer_set_smearer)
471	sizer_chi2.Add(sizer_smearer_box)
472	sizer_chi2.Add((-1, 5))
473	sizer_chi2.Add(weighting_box)
474	sizer_chi2.Add((-1, 5))
475
476	# hide all smear messages and textctrl
477	self._hide_all_smear_info()
478
479	# get smear_selection
480	self.current_smearer = smear_selection(self.data, self.model)
481
482	# Show only the relevant smear messages, etc
483	if self.current_smearer == None:
484	if not is_2Ddata:
485	self.smear_description_none.Show(True)
486	self.enable_smearer.Disable()
487	else:
488	self.smear_description_none.Show(True)
489	self.slit_smearer.Disable()
490	if self.data == None:
491	self.slit_smearer.Disable()
492	self.pinhole_smearer.Disable()
493	self.enable_smearer.Disable()
494	else:
495	self._show_smear_sizer()
496	boxsizer_range.Add(self.sizer_set_masking)
497	#2D data? default
498	is_2Ddata = False
499
500	#check if it is 2D data
501	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
502	is_2Ddata = True
503
504	self.sizer5.Clear(True)
505
506	self.qmin = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
507	style=wx.TE_PROCESS_ENTER,
508	text_enter_callback=self._onQrangeEnter)
509	self.qmin.SetValue(str(self.qmin_x))
510	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
511
512	self.qmax = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
513	style=wx.TE_PROCESS_ENTER,
514	text_enter_callback=self._onQrangeEnter)
515	self.qmax.SetValue(str(self.qmax_x))
516	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
517	id = wx.NewId()
518	self.reset_qrange = wx.Button(self, id, 'Reset', size=(77, 20))
519
520	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked, id=id)
521	self.reset_qrange.SetToolTipString("Reset Q range to the default")
522
523	sizer = wx.GridSizer(2, 4, 2, 6)
524
525	self.btEditMask = wx.Button(self, wx.NewId(), 'Editor', size=(88, 23))
526	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,
527	id=self.btEditMask.GetId())
528	self.btEditMask.SetToolTipString("Edit Mask.")
529	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
530
531	sizer.Add(wx.StaticText(self, -1, ' Q range'))
532	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
533	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
534	sizer.Add(self.EditMask_title)
535	sizer.Add(self.reset_qrange)
536	sizer.Add(self.qmin)
537	sizer.Add(self.qmax)
538	#sizer.Add(self.theory_npts_tcrtl)
539	sizer.Add(self.btEditMask)
540	boxsizer_range.Add(sizer_chi2)
541	boxsizer_range.Add((10, 10))
542	boxsizer_range.Add(sizer)
543
544	boxsizer_range.Add((10, 15))
545	boxsizer_range.Add(sizer_fit)
546	if is_2Ddata:
547	self.btEditMask.Enable()
548	self.EditMask_title.Enable()
549	else:
550	self.btEditMask.Disable()
551	self.EditMask_title.Disable()
552	## save state
553	self.save_current_state()
554	self.sizer5.Add(boxsizer_range, 0, wx.EXPAND \| wx.ALL, 10)
555	self.sizer5.Layout()
556
557
558	def _set_sizer_dispersion(self):
559	"""
560	draw sizer with gaussian dispersity parameters
561	"""
562	self.fittable_param = []
563	self.fixed_param = []
564	self.orientation_params_disp = []
565
566	self.sizer4_4.Clear(True)
567	if self.model == None:
568	##no model is selected
569	return
570	if not self.enable_disp.GetValue():
571	## the user didn't select dispersity display
572	return
573
574	self._reset_dispersity()
575
576	## fill a sizer with the combobox to select dispersion type
577	model_disp = wx.StaticText(self, -1, 'Function')
578	CHECK_STATE = self.cb1.GetValue()
579	import sans.models.dispersion_models
580	self.polydisp = sans.models.dispersion_models.models
581
582	ix = 0
583	iy = 0
584	disp = wx.StaticText(self, -1, ' ')
585	self.sizer4_4.Add(disp, (iy, ix), (1, 1),
586	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
587	ix += 1
588	values = wx.StaticText(self, -1, 'PD[ratio]')
589	polytext = "Polydispersity (= STD/mean); "
590	polytext += "the standard deviation over the mean value."
591	values.SetToolTipString(polytext)
592
593	self.sizer4_4.Add(values, (iy, ix), (1, 1),
594	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
595	ix += 2
596	if self.is_mac:
597	err_text = 'Error'
598	else:
599	err_text = ''
600	self.text_disp_1 = wx.StaticText(self, -1, err_text)
601	self.sizer4_4.Add(self.text_disp_1, (iy, ix), (1, 1), \
602	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
603
604	ix += 1
605	self.text_disp_min = wx.StaticText(self, -1, 'Min')
606	self.sizer4_4.Add(self.text_disp_min, (iy, ix), (1, 1), \
607	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
608
609	ix += 1
610	self.text_disp_max = wx.StaticText(self, -1, 'Max')
611	self.sizer4_4.Add(self.text_disp_max, (iy, ix), (1, 1),
612	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
613
614	ix += 1
615	npts = wx.StaticText(self, -1, 'Npts')
616	npts.SetToolTipString("Number of sampling points for the numerical\n\
617	integration over the distribution function.")
618	self.sizer4_4.Add(npts, (iy, ix), (1, 1),
619	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
620	ix += 1
621	nsigmas = wx.StaticText(self, -1, 'Nsigs')
622	nsigmas.SetToolTipString("Number of sigmas between which the range\n\
623	of the distribution function will be used for weighting. \n\
624	The value '3' covers 99.5% for Gaussian distribution \n\
625	function. Note: Not recommended to change this value.")
626	self.sizer4_4.Add(nsigmas, (iy, ix), (1, 1),
627	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
628	ix += 1
629	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
630	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
631
632	if self.engine_type == "park":
633	self.text_disp_max.Show(True)
634	self.text_disp_min.Show(True)
635
636	for item in self.model.dispersion.keys():
637	if not self.magnetic_on:
638	if item in self.model.magnetic_params:
639	continue
640	if not item in self.model.orientation_params:
641	if not item in self.disp_cb_dict:
642	self.disp_cb_dict[item] = None
643	name0 = "Distribution of " + item
644	name1 = item + ".width"
645	name2 = item + ".npts"
646	name3 = item + ".nsigmas"
647	if not name1 in self.model.details:
648	self.model.details[name1] = ["", None, None]
649
650	iy += 1
651	for p in self.model.dispersion[item].keys():
652
653	if p == "width":
654	ix = 0
655	cb = wx.CheckBox(self, -1, name0, (10, 10))
656	cb.SetValue(CHECK_STATE)
657	cb.SetToolTipString("Check mark to fit")
658	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
659	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
660	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
661	ix = 1
662	value = self.model.getParam(name1)
663	ctl1 = self.ModelTextCtrl(self, -1,
664	size=(_BOX_WIDTH / 1.3, 20),
665	style=wx.TE_PROCESS_ENTER)
666	ctl1.SetLabel('PD[ratio]')
667	poly_text = "Polydispersity (STD/mean) of %s\n" % item
668	poly_text += "STD: the standard deviation"
669	poly_text += " from the mean value."
670	ctl1.SetToolTipString(poly_text)
671	ctl1.SetValue(str(format_number(value, True)))
672	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
673	## text to show error sign
674	ix = 2
675	text2 = wx.StaticText(self, -1, '+/-')
676	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
677	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
678	if not self.is_mac:
679	text2.Hide()
680
681	ix = 3
682	ctl2 = wx.TextCtrl(self, -1,
683	size=(_BOX_WIDTH / 1.3, 20),
684	style=0)
685
686	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
687	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
688	if not self.is_mac:
689	ctl2.Hide()
690
691	ix = 4
692	ctl3 = self.ModelTextCtrl(self, -1,
693	size=(_BOX_WIDTH / 2, 20),
694	style=wx.TE_PROCESS_ENTER,
695	text_enter_callback=self._onparamRangeEnter)
696
697	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
698	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
699
700	ix = 5
701	ctl4 = self.ModelTextCtrl(self, -1,
702	size=(_BOX_WIDTH / 2, 20),
703	style=wx.TE_PROCESS_ENTER,
704	text_enter_callback=self._onparamRangeEnter)
705
706	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
707	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
708
709	if self.engine_type == "park":
710	ctl3.Show(True)
711	ctl4.Show(True)
712
713	elif p == "npts":
714	ix = 6
715	value = self.model.getParam(name2)
716	Tctl = self.ModelTextCtrl(self, -1,
717	size=(_BOX_WIDTH / 2.2, 20),
718	style=wx.TE_PROCESS_ENTER)
719
720	Tctl.SetValue(str(format_number(value)))
721	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
722	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
723	self.fixed_param.append([None, name2, Tctl, None, None,
724	None, None, None])
725	elif p == "nsigmas":
726	ix = 7
727	value = self.model.getParam(name3)
728	Tct2 = self.ModelTextCtrl(self, -1,
729	size=(_BOX_WIDTH / 2.2, 20),
730	style=wx.TE_PROCESS_ENTER)
731
732	Tct2.SetValue(str(format_number(value)))
733	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
734	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
735	self.fixed_param.append([None, name3, Tct2,
736	None, None, None,
737	None, None])
738
739	ix = 8
740	disp_box = wx.ComboBox(self, -1, size=(65, -1),
741	style=wx.CB_READONLY, name='%s' % name1)
742	for key, value in self.polydisp.iteritems():
743	name_disp = str(key)
744	disp_box.Append(name_disp, value)
745	disp_box.SetStringSelection("gaussian")
746	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
747	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
748	self.fittable_param.append([cb, name1, ctl1, text2,
749	ctl2, ctl3, ctl4, disp_box])
750
751	ix = 0
752	iy += 1
753	self.sizer4_4.Add((20, 20), (iy, ix), (1, 1),
754	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
755	first_orient = True
756	for item in self.model.dispersion.keys():
757	if not self.magnetic_on:
758	if item in self.model.magnetic_params:
759	continue
760	if item in self.model.orientation_params:
761	if not item in self.disp_cb_dict:
762	self.disp_cb_dict[item] = None
763	name0 = "Distribution of " + item
764	name1 = item + ".width"
765	name2 = item + ".npts"
766	name3 = item + ".nsigmas"
767
768	if not name1 in self.model.details:
769	self.model.details[name1] = ["", None, None]
770
771	iy += 1
772	for p in self.model.dispersion[item].keys():
773
774	if p == "width":
775	ix = 0
776	cb = wx.CheckBox(self, -1, name0, (10, 10))
777	cb.SetValue(CHECK_STATE)
778	cb.SetToolTipString("Check mark to fit")
779	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
780	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
781	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
782	if self.data.__class__.__name__ == "Data2D" or \
783	self.enable2D:
784	cb.Show(True)
785	elif cb.IsShown():
786	cb.Hide()
787	ix = 1
788	value = self.model.getParam(name1)
789	ctl1 = self.ModelTextCtrl(self, -1,
790	size=(_BOX_WIDTH / 1.3, 20),
791	style=wx.TE_PROCESS_ENTER)
792	poly_tip = "Absolute Sigma for %s." % item
793	ctl1.SetToolTipString(poly_tip)
794	ctl1.SetValue(str(format_number(value, True)))
795	if self.data.__class__.__name__ == "Data2D" or \
796	self.enable2D:
797	if first_orient:
798	values.SetLabel('PD[ratio], Sig[deg]')
799	poly_text = "PD(polydispersity for lengths):\n"
800	poly_text += "It should be a value between"
801	poly_text += "0 and 1\n"
802	poly_text += "Sigma for angles: \n"
803	poly_text += "It is the STD (ratio*mean)"
804	poly_text += " of the distribution.\n "
805
806	values.SetToolTipString(poly_text)
807	first_orient = False
808	ctl1.Show(True)
809	elif ctl1.IsShown():
810	ctl1.Hide()
811
812	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
813	## text to show error sign
814	ix = 2
815	text2 = wx.StaticText(self, -1, '+/-')
816	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
817	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
818
819	text2.Hide()
820
821	ix = 3
822	ctl2 = wx.TextCtrl(self, -1,
823	size=(_BOX_WIDTH / 1.3, 20),
824	style=0)
825
826	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
827	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
828
829	ctl2.Hide()
830	if self.data.__class__.__name__ == "Data2D" or \
831	self.enable2D:
832	if self.is_mac:
833	text2.Show(True)
834	ctl2.Show(True)
835
836	ix = 4
837	ctl3 = self.ModelTextCtrl(self, -1,
838	size=(_BOX_WIDTH / 2, 20),
839	style=wx.TE_PROCESS_ENTER,
840	text_enter_callback=self._onparamRangeEnter)
841
842	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
843	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
844
845	ctl3.Hide()
846
847	ix = 5
848	ctl4 = self.ModelTextCtrl(self, -1,
849	size=(_BOX_WIDTH / 2, 20),
850	style=wx.TE_PROCESS_ENTER,
851	text_enter_callback=self._onparamRangeEnter)
852	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
853	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
854	ctl4.Hide()
855
856	if self.data.__class__.__name__ == "Data2D" or \
857	self.enable2D:
858	ctl3.Show(True)
859	ctl4.Show(True)
860
861	elif p == "npts":
862	ix = 6
863	value = self.model.getParam(name2)
864	Tctl = self.ModelTextCtrl(self, -1,
865	size=(_BOX_WIDTH / 2.2, 20),
866	style=wx.TE_PROCESS_ENTER)
867
868	Tctl.SetValue(str(format_number(value)))
869	if self.data.__class__.__name__ == "Data2D" or \
870	self.enable2D:
871	Tctl.Show(True)
872	else:
873	Tctl.Hide()
874	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
875	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
876	self.fixed_param.append([None, name2, Tctl, None, None,
877	None, None, None])
878	self.orientation_params_disp.append([None, name2,
879	Tctl, None, None,
880	None, None, None])
881	elif p == "nsigmas":
882	ix = 7
883	value = self.model.getParam(name3)
884	Tct2 = self.ModelTextCtrl(self, -1,
885	size=(_BOX_WIDTH / 2.2, 20),
886	style=wx.TE_PROCESS_ENTER)
887
888	Tct2.SetValue(str(format_number(value)))
889	if self.data.__class__.__name__ == "Data2D" or \
890	self.enable2D:
891	Tct2.Show(True)
892	else:
893	Tct2.Hide()
894	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
895	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
896
897	self.fixed_param.append([None, name3, Tct2,
898	None, None, None, None, None])
899
900	self.orientation_params_disp.append([None, name3,
901	Tct2, None, None, None, None, None])
902
903	ix = 8
904	disp_box = wx.ComboBox(self, -1, size=(65, -1),
905	style=wx.CB_READONLY, name='%s' % name1)
906	for key, value in self.polydisp.iteritems():
907	name_disp = str(key)
908	disp_box.Append(name_disp, value)
909	disp_box.SetStringSelection("gaussian")
910	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
911	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
912	self.fittable_param.append([cb, name1, ctl1, text2,
913	ctl2, ctl3, ctl4, disp_box])
914	self.orientation_params_disp.append([cb, name1, ctl1,
915	text2, ctl2, ctl3, ctl4, disp_box])
916
917	if self.data.__class__.__name__ == "Data2D" or \
918	self.enable2D:
919	disp_box.Show(True)
920	else:
921	disp_box.Hide()
922
923	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
924
925	self.state.model = self.model.clone()
926	## save state into
927	self.state.cb1 = self.cb1.GetValue()
928	self._copy_parameters_state(self.parameters, self.state.parameters)
929	self._copy_parameters_state(self.orientation_params_disp,
930	self.state.orientation_params_disp)
931	self._copy_parameters_state(self.fittable_param,
932	self.state.fittable_param)
933	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
934
935	wx.PostEvent(self.parent,
936	StatusEvent(status=" Selected Distribution: Gaussian"))
937	#Fill the list of fittable parameters
938	#self.select_all_param(event=None)
939	self.get_all_checked_params()
940	self.Layout()
941
942	def _onDraw(self, event):
943	"""
944	Update and Draw the model
945	"""
946	if self.model == None:
947	msg = "Please select a Model first..."
948	wx.MessageBox(msg, 'Info')
949	return
950	"""
951	if not self.data.is_data:
952	self.npts_x = self.Npts_total.GetValue()
953	self.Npts_fit.SetValue(self.npts_x)
954	self.create_default_data()
955	"""
956	flag = self._update_paramv_on_fit()
957
958	wx.CallAfter(self._onparamEnter_helper)
959	if not flag:
960	msg = "The parameters are invalid"
961	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
962	return
963
964	def _onFit(self, event):
965	"""
966	Allow to fit
967	"""
968	if event != None:
969	event.Skip()
970	if self.fit_started:
971	self._StopFit()
972	self.fit_started = False
973	wx.CallAfter(self.set_fitbutton)
974	return
975
976	if len(self.parent._manager.fit_thread_list) > 0 and\
977	self.parent._manager._fit_engine != "park" and\
978	self._manager.sim_page != None and \
979	self._manager.sim_page.uid == self.uid:
980	msg = "The FitEnging will be set to 'ParkMC'\n"
981	msg += " to fit with more than one data set..."
982	wx.MessageBox(msg, 'Info')
983
984	if self.data is None:
985	msg = "Please get Data first..."
986	wx.MessageBox(msg, 'Info')
987	wx.PostEvent(self._manager.parent,
988	StatusEvent(status="Fit: %s" % msg))
989	return
990	if self.model is None:
991	msg = "Please select a Model first..."
992	wx.MessageBox(msg, 'Info')
993	wx.PostEvent(self._manager.parent,
994	StatusEvent(status="Fit: %s" % msg, type="stop"))
995	return
996
997	if len(self.param_toFit) <= 0:
998	msg = "Select at least one parameter to fit"
999	wx.MessageBox(msg, 'Info')
1000	wx.PostEvent(self._manager.parent,
1001	StatusEvent(status=msg, type="stop"))
1002	return
1003
1004	flag = self._update_paramv_on_fit()
1005
1006	if self.batch_on and not self._is_2D():
1007	if not self._validate_Npts_1D():
1008	return
1009
1010	if not flag:
1011	msg = "Fitting range or parameters are invalid"
1012	wx.PostEvent(self.parent.parent,
1013	StatusEvent(status=msg, type="stop"))
1014	return
1015
1016	self.select_param(event=None)
1017
1018	# Remove or do not allow fitting on the Q=0 point, especially
1019	# when y(q=0)=None at x[0].
1020	self.qmin_x = float(self.qmin.GetValue())
1021	self.qmax_x = float(self.qmax.GetValue())
1022	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1023	self._manager.schedule_for_fit(uid=self.uid, value=1)
1024	self._manager.set_fit_range(uid=self.uid, qmin=self.qmin_x,
1025	qmax=self.qmax_x)
1026
1027	#single fit
1028	#self._manager.onFit(uid=self.uid)
1029	self.fit_started = self._manager.onFit(uid=self.uid)
1030	wx.CallAfter(self.set_fitbutton)
1031
1032	def set_fitbutton(self):
1033	"""
1034	Set fit button label depending on the fit_started[bool]
1035	"""
1036	# Skip this feature if we are not on Windows
1037	#NOTE: the is_mac data member actually means "is no Windows".
1038	if self.is_mac:
1039	return
1040
1041	if self.fit_started:
1042	label = "Stop"
1043	color = "red"
1044	else:
1045	label = "Fit"
1046	color = "black"
1047	self.btFit.Enable(False)
1048	self.btFit.SetLabel(label)
1049	self.btFit.SetForegroundColour(color)
1050	self.btFit.Enable(True)
1051
1052	def get_weight_flag(self):
1053	"""
1054	Get flag corresponding to a given weighting dI data.
1055	"""
1056	button_list = [self.dI_noweight,
1057	self.dI_didata,
1058	self.dI_sqrdata,
1059	self.dI_idata]
1060	flag = 1
1061	for item in button_list:
1062	if item.GetValue():
1063	if button_list.index(item) == 0:
1064	flag = 0 # dy = numpy.ones_like(dy_data)
1065	elif button_list.index(item) == 1:
1066	flag = 1 # dy = dy_data
1067	elif button_list.index(item) == 2:
1068	flag = 2 # dy = numpy.sqrt(numpy.abs(data))
1069	elif button_list.index(item) == 3:
1070	flag = 3 # dy = numpy.abs(data)
1071	break
1072	return flag
1073
1074	def _StopFit(self, event=None):
1075	"""
1076	Stop fit
1077	"""
1078	if event != None:
1079	event.Skip()
1080	self._manager.stop_fit(self.uid)
1081	self._manager._reset_schedule_problem(value=0)
1082	self._on_fit_complete()
1083
1084	def rename_model(self):
1085	"""
1086	find a short name for model
1087	"""
1088	if self.model is not None:
1089	self.model.name = "M" + str(self.index_model)
1090
1091	def _on_select_model(self, event=None):
1092	"""
1093	call back for model selection
1094	"""
1095	self.Show(False)
1096	copy_flag = False
1097	is_poly_enabled = None
1098	if event != None:
1099	if (event.GetEventObject() == self.formfactorbox\
1100	and self.structurebox.GetLabel() != 'None')\
1101	or event.GetEventObject() == self.structurebox\
1102	or event.GetEventObject() == self.multifactorbox:
1103	copy_flag = self.get_copy_params()
1104	is_poly_enabled = self.enable_disp.GetValue()
1105
1106	self._on_select_model_helper()
1107	self.set_model_param_sizer(self.model)
1108	if self.model is None:
1109	self._set_bookmark_flag(False)
1110	self._keep.Enable(False)
1111	self._set_save_flag(False)
1112	self.enable_disp.SetValue(False)
1113	self.disable_disp.SetValue(True)
1114	try:
1115	self.set_dispers_sizer()
1116	except:
1117	pass
1118	self.state.enable_disp = self.enable_disp.GetValue()
1119	self.state.disable_disp = self.disable_disp.GetValue()
1120	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1121	self.state.slit_smearer = self.slit_smearer.GetValue()
1122
1123	self.state.structurecombobox = self.structurebox.GetLabel()
1124	self.state.formfactorcombobox = self.formfactorbox.GetLabel()
1125	self.enable_fit_button()
1126	if self.model != None:
1127	self.m_name = self.model.name
1128	self.state.m_name = self.m_name
1129	self.rename_model()
1130	self._set_copy_flag(True)
1131	self._set_paste_flag(True)
1132	if self.data is not None:
1133	is_data = check_data_validity(self.data)
1134	if is_data:
1135	self._set_bookmark_flag(not self.batch_on)
1136	self._keep.Enable(not self.batch_on)
1137	self._set_save_flag(True)
1138	# Reset smearer, model and data
1139	if not copy_flag:
1140	self.disable_smearer.SetValue(True)
1141	self.enable_smearer.SetValue(False)
1142
1143	# more disables for 2D
1144	self._set_smear_buttons()
1145
1146	try:
1147	# update smearer sizer
1148	#if not self.enable_smearer.GetValue():
1149	# self.disable_smearer.SetValue(True)
1150	self.onSmear(None)
1151	temp_smear = None
1152	if not self.disable_smearer.GetValue():
1153	# Set the smearer environments
1154	temp_smear = self.current_smearer
1155	except:
1156	raise
1157	## error occured on chisqr computation
1158	#pass
1159	## event to post model to fit to fitting plugins
1160	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1161
1162	## set smearing value whether or not
1163	# the data contain the smearing info
1164	evt = ModelEventbox(model=self.model,
1165	smearer=temp_smear,
1166	enable_smearer=not self.disable_smearer.GetValue(),
1167	qmin=float(self.qmin_x),
1168	uid=self.uid,
1169	caption=self.window_caption,
1170	qmax=float(self.qmax_x))
1171
1172	self._manager._on_model_panel(evt=evt)
1173	self.mbox_description.SetLabel("Model [ %s ]"% str(self.model.name))
1174	self.mbox_description.SetForegroundColour(wx.BLUE)
1175	self.state.model = self.model.clone()
1176	self.state.model.name = self.model.name
1177
1178	if event != None:
1179	## post state to fit panel
1180	new_event = PageInfoEvent(page=self)
1181	wx.PostEvent(self.parent, new_event)
1182	#update list of plugins if new plugin is available
1183	custom_model = 'Customized Models'
1184	mod_cat = self.categorybox.GetStringSelection()
1185	if mod_cat == custom_model:
1186	temp = self.parent.update_model_list()
1187	if temp:
1188	self.model_list_box = temp
1189	current_val = self.formfactorbox.GetLabel()
1190	pos = self.formfactorbox.GetSelection()
1191	self._show_combox_helper()
1192	self.formfactorbox.SetSelection(pos)
1193	self.formfactorbox.SetValue(current_val)
1194	# when select a model only from guictr/button
1195	if is_poly_enabled != None:
1196	self.enable_disp.SetValue(is_poly_enabled)
1197	self.disable_disp.SetValue(not is_poly_enabled)
1198	self._set_dipers_Param(event=None)
1199	self.state.enable_disp = self.enable_disp.GetValue()
1200	self.state.disable_disp = self.disable_disp.GetValue()
1201
1202	# Keep the previous param values
1203	if copy_flag:
1204	self.get_paste_params(copy_flag)
1205	wx.CallAfter(self._onDraw, None)
1206
1207	else:
1208	self._draw_model()
1209
1210	if self.batch_on:
1211	self.slit_smearer.Enable(False)
1212	self.pinhole_smearer.Enable(False)
1213	self.btEditMask.Disable()
1214	self.EditMask_title.Disable()
1215
1216	self.Show(True)
1217	self.SetupScrolling()
1218
1219	def _onparamEnter(self, event):
1220	"""
1221	when enter value on panel redraw model according to changed
1222	"""
1223	if self.model == None:
1224	msg = "Please select a Model first..."
1225	wx.MessageBox(msg, 'Info')
1226	return
1227
1228	#default flag
1229	flag = False
1230	self.fitrange = True
1231	#get event object
1232	tcrtl = event.GetEventObject()
1233	#Clear msg if previously shown.
1234	msg = ""
1235	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1236
1237	if check_float(tcrtl):
1238	flag = self._onparamEnter_helper()
1239	self.set_npts2fit()
1240	if self.fitrange:
1241	temp_smearer = None
1242	if not self.disable_smearer.GetValue():
1243	temp_smearer = self.current_smearer
1244	## set smearing value whether or not
1245	# the data contain the smearing info
1246	if self.slit_smearer.GetValue():
1247	flag1 = self.update_slit_smear()
1248	flag = flag or flag1
1249	elif self.pinhole_smearer.GetValue():
1250	flag1 = self.update_pinhole_smear()
1251	flag = flag or flag1
1252	elif self.data.__class__.__name__ != "Data2D" and \
1253	not self.enable2D:
1254	self._manager.set_smearer(smearer=temp_smearer,
1255	fid=self.data.id,
1256	uid=self.uid,
1257	qmin=float(self.qmin_x),
1258	qmax=float(self.qmax_x),
1259	enable_smearer=not self.disable_smearer.GetValue(),
1260	draw=True)
1261	if flag:
1262	#self.compute_chisqr(smearer= temp_smearer)
1263
1264	## new state posted
1265	if self.state_change:
1266	#self._undo.Enable(True)
1267	event = PageInfoEvent(page=self)
1268	wx.PostEvent(self.parent, event)
1269	self.state_change = False
1270	else:
1271	# invalid fit range: do nothing here:
1272	# msg already displayed in validate
1273	return
1274	else:
1275	self.save_current_state()
1276	msg = "Cannot Plot :Must enter a number!!! "
1277	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1278
1279	self.save_current_state()
1280	return
1281
1282	def _onparamRangeEnter(self, event):
1283	"""
1284	Check validity of value enter in the parameters range field
1285	"""
1286	tcrtl = event.GetEventObject()
1287	#Clear msg if previously shown.
1288	msg = ""
1289	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1290	# Flag to register when a parameter has changed.
1291	is_modified = False
1292	if tcrtl.GetValue().lstrip().rstrip() != "":
1293	try:
1294	tcrtl.SetBackgroundColour(wx.WHITE)
1295	self._check_value_enter(self.fittable_param, is_modified)
1296	self._check_value_enter(self.parameters, is_modified)
1297	except:
1298	tcrtl.SetBackgroundColour("pink")
1299	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1300	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1301	return
1302	else:
1303	tcrtl.SetBackgroundColour(wx.WHITE)
1304
1305	#self._undo.Enable(True)
1306	self.save_current_state()
1307	event = PageInfoEvent(page=self)
1308	wx.PostEvent(self.parent, event)
1309	self.state_change = False
1310
1311	def _onQrangeEnter(self, event):
1312	"""
1313	Check validity of value enter in the Q range field
1314	"""
1315	tcrtl = event.GetEventObject()
1316	#Clear msg if previously shown.
1317	msg = ""
1318	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1319	# For theory mode
1320	if not self.data.is_data:
1321	self.npts_x = self.Npts_total.GetValue()
1322	self.Npts_fit.SetValue(self.npts_x)
1323	self.create_default_data()
1324	# Flag to register when a parameter has changed.
1325	if tcrtl.GetValue().lstrip().rstrip() != "":
1326	try:
1327	tcrtl.SetBackgroundColour(wx.WHITE)
1328	# If qmin and qmax have been modified, update qmin and qmax
1329	if self._validate_qrange(self.qmin, self.qmax):
1330	tempmin = float(self.qmin.GetValue())
1331	if tempmin != self.qmin_x:
1332	self.qmin_x = tempmin
1333	tempmax = float(self.qmax.GetValue())
1334	if tempmax != self.qmax_x:
1335	self.qmax_x = tempmax
1336	else:
1337	tcrtl.SetBackgroundColour("pink")
1338	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1339	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1340	return
1341	except:
1342	tcrtl.SetBackgroundColour("pink")
1343	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1344	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1345	return
1346	#Check if # of points for theory model are valid(>0).
1347	# check for 2d
1348	if self.data.__class__.__name__ == "Data2D" or \
1349	self.enable2D:
1350	# set mask
1351	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
1352	self.data.qy_data * self.data.qy_data)
1353	index_data = ((self.qmin_x <= radius) & \
1354	(radius <= self.qmax_x))
1355	index_data = (index_data) & (self.data.mask)
1356	index_data = (index_data) & (numpy.isfinite(self.data.data))
1357	if len(index_data[index_data]) < 10:
1358	msg = "Cannot Plot :No or too little npts in"
1359	msg += " that data range!!! "
1360	wx.PostEvent(self.parent.parent,
1361	StatusEvent(status=msg))
1362	return
1363	else:
1364	#self.data.mask = index_data
1365	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1366	self.set_npts2fit()
1367	else:
1368	index_data = ((self.qmin_x <= self.data.x) & \
1369	(self.data.x <= self.qmax_x))
1370	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1371
1372	self.npts_x = self.Npts_total.GetValue()
1373	self.create_default_data()
1374	self._save_plotting_range()
1375	else:
1376	tcrtl.SetBackgroundColour("pink")
1377	msg = "Model Error:wrong value entered!!!"
1378	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1379
1380	self._draw_model()
1381	self.save_current_state()
1382	event = PageInfoEvent(page=self)
1383	wx.PostEvent(self.parent, event)
1384	self.state_change = False
1385	return
1386
1387	def _clear_Err_on_Fit(self):
1388	"""
1389	hide the error text control shown
1390	after fitting
1391	"""
1392	if self.is_mac:
1393	return
1394	if hasattr(self, "text2_3"):
1395	self.text2_3.Hide()
1396
1397	if len(self.parameters) > 0:
1398	for item in self.parameters:
1399	if item[0].IsShown():
1400	#Skip t ifhe angle parameters if 1D data
1401	if self.data.__class__.__name__ != "Data2D" and \
1402	not self.enable2D:
1403	if item in self.orientation_params:
1404	continue
1405	if item in self.param_toFit:
1406	continue
1407	## hide statictext +/-
1408	if len(item) < 4:
1409	continue
1410	if item[3] != None and item[3].IsShown():
1411	item[3].Hide()
1412	## hide textcrtl for error after fit
1413	if item[4] != None and item[4].IsShown():
1414	item[4].Hide()
1415
1416	if len(self.fittable_param) > 0:
1417	for item in self.fittable_param:
1418	if item[0].IsShown():
1419	#Skip t ifhe angle parameters if 1D data
1420	if self.data.__class__.__name__ != "Data2D" and \
1421	not self.enable2D:
1422	if item in self.orientation_params:
1423	continue
1424	if item in self.param_toFit:
1425	continue
1426	if len(item) < 4:
1427	continue
1428	## hide statictext +/-
1429	if item[3] != None and item[3].IsShown():
1430	item[3].Hide()
1431	## hide textcrtl for error after fit
1432	if item[4] != None and item[4].IsShown():
1433	item[4].Hide()
1434	return
1435
1436	def _get_defult_custom_smear(self):
1437	"""
1438	Get the defult values for custum smearing.
1439	"""
1440	# get the default values
1441	if self.dxl == None:
1442	self.dxl = 0.0
1443	if self.dxw == None:
1444	self.dxw = ""
1445	if self.dx_min == None:
1446	self.dx_min = SMEAR_SIZE_L
1447	if self.dx_max == None:
1448	self.dx_max = SMEAR_SIZE_H
1449
1450	def _get_smear_info(self):
1451	"""
1452	Get the smear info from data.
1453
1454	:return: self.smear_type, self.dq_l and self.dq_r,
1455	respectively the type of the smear, dq_min and
1456	dq_max for pinhole smear data
1457	while dxl and dxw for slit smear
1458	"""
1459	# default
1460	self.smear_type = None
1461	self.dq_l = None
1462	self.dq_r = None
1463	data = self.data
1464	if self.data is None:
1465	return
1466	elif self.data.__class__.__name__ == "Data2D" or \
1467	self.enable2D:
1468	if data.dqx_data == None or data.dqy_data == None:
1469	return
1470	elif self.current_smearer != None \
1471	and data.dqx_data.any() != 0 \
1472	and data.dqx_data.any() != 0:
1473	self.smear_type = "Pinhole2d"
1474	self.dq_l = format_number(numpy.average(data.dqx_data))
1475	self.dq_r = format_number(numpy.average(data.dqy_data))
1476	return
1477	else:
1478	return
1479	# check if it is pinhole smear and get min max if it is.
1480	if data.dx != None and all(data.dx != 0):
1481	self.smear_type = "Pinhole"
1482	self.dq_l = data.dx[0]
1483	self.dq_r = data.dx[-1]
1484
1485	# check if it is slit smear and get min max if it is.
1486	elif data.dxl != None or data.dxw != None:
1487	self.smear_type = "Slit"
1488	if data.dxl != None and all(data.dxl != 0):
1489	self.dq_l = data.dxl[0]
1490	if data.dxw != None and all(data.dxw != 0):
1491	self.dq_r = data.dxw[0]
1492	#return self.smear_type,self.dq_l,self.dq_r
1493
1494	def _show_smear_sizer(self):
1495	"""
1496	Show only the sizers depending on smear selection
1497	"""
1498	# smear disabled
1499	if self.disable_smearer.GetValue():
1500	self.smear_description_none.Show(True)
1501	# 2Dsmear
1502	elif self._is_2D():
1503	self.smear_description_accuracy_type.Show(True)
1504	self.smear_accuracy.Show(True)
1505	self.smear_description_accuracy_type.Show(True)
1506	self.smear_description_2d.Show(True)
1507	self.smear_description_2d_x.Show(True)
1508	self.smear_description_2d_y.Show(True)
1509	if self.pinhole_smearer.GetValue():
1510	self.smear_pinhole_min.Show(True)
1511	self.smear_pinhole_max.Show(True)
1512	# smear from data
1513	elif self.enable_smearer.GetValue():
1514
1515	self.smear_description_dqdata.Show(True)
1516	if self.smear_type != None:
1517	self.smear_description_smear_type.Show(True)
1518	if self.smear_type == 'Slit':
1519	self.smear_description_slit_height.Show(True)
1520	self.smear_description_slit_width.Show(True)
1521	elif self.smear_type == 'Pinhole':
1522	self.smear_description_pin_min.Show(True)
1523	self.smear_description_pin_max.Show(True)
1524	self.smear_description_smear_type.Show(True)
1525	self.smear_description_type.Show(True)
1526	self.smear_data_left.Show(True)
1527	self.smear_data_right.Show(True)
1528	# custom pinhole smear
1529	elif self.pinhole_smearer.GetValue():
1530	if self.smear_type == 'Pinhole':
1531	self.smear_message_new_p.Show(True)
1532	self.smear_description_pin_min.Show(True)
1533	self.smear_description_pin_max.Show(True)
1534
1535	self.smear_pinhole_min.Show(True)
1536	self.smear_pinhole_max.Show(True)
1537	# custom slit smear
1538	elif self.slit_smearer.GetValue():
1539	self.smear_message_new_s.Show(True)
1540	self.smear_description_slit_height.Show(True)
1541	self.smear_slit_height.Show(True)
1542	self.smear_description_slit_width.Show(True)
1543	self.smear_slit_width.Show(True)
1544
1545	def _hide_all_smear_info(self):
1546	"""
1547	Hide all smearing messages in the set_smearer sizer
1548	"""
1549	self.smear_description_none.Hide()
1550	self.smear_description_dqdata.Hide()
1551	self.smear_description_type.Hide()
1552	self.smear_description_smear_type.Hide()
1553	self.smear_description_accuracy_type.Hide()
1554	self.smear_description_2d_x.Hide()
1555	self.smear_description_2d_y.Hide()
1556	self.smear_description_2d.Hide()
1557
1558	self.smear_accuracy.Hide()
1559	self.smear_data_left.Hide()
1560	self.smear_data_right.Hide()
1561	self.smear_description_pin_min.Hide()
1562	self.smear_pinhole_min.Hide()
1563	self.smear_description_pin_max.Hide()
1564	self.smear_pinhole_max.Hide()
1565	self.smear_description_slit_height.Hide()
1566	self.smear_slit_height.Hide()
1567	self.smear_description_slit_width.Hide()
1568	self.smear_slit_width.Hide()
1569	self.smear_message_new_p.Hide()
1570	self.smear_message_new_s.Hide()
1571
1572	def _set_accuracy_list(self):
1573	"""
1574	Set the list of an accuracy in 2D custum smear:
1575	Xhigh, High, Med, or Low
1576	"""
1577	# list of accuracy choices
1578	list = ['Low', 'Med', 'High', 'Xhigh']
1579	for idx in range(len(list)):
1580	self.smear_accuracy.Append(list[idx], idx)
1581
1582	def _set_fun_box_list(self, fun_box):
1583	"""
1584	Set the list of func for multifunctional models
1585	"""
1586	# Check if it is multi_functional model
1587	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1588	and not self.temp_multi_functional:
1589	return None
1590	# Get the func name list
1591	list = self.model.fun_list
1592	if len(list) == 0:
1593	return None
1594	# build function (combo)box
1595	ind = 0
1596	while(ind < len(list)):
1597	for key, val in list.iteritems():
1598	if (val == ind):
1599	fun_box.Append(key, val)
1600	break
1601	ind += 1
1602
1603	def _on_select_accuracy(self, event):
1604	"""
1605	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1606	"""
1607	#event.Skip()
1608	# Check if the accuracy is same as before
1609	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1610	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1611	if self.pinhole_smearer.GetValue():
1612	self.onPinholeSmear(event=None)
1613	else:
1614	self.onSmear(event=None)
1615	if self.current_smearer != None:
1616	self.current_smearer.set_accuracy(accuracy=\
1617	self.smear2d_accuracy)
1618	event.Skip()
1619
1620	def _on_fun_box(self, event):
1621	"""
1622	Select an func: Erf,Rparabola,LParabola
1623	"""
1624	fun_val = None
1625	fun_box = event.GetEventObject()
1626	name = fun_box.Name
1627	value = fun_box.GetValue()
1628	if value in self.model.fun_list:
1629	fun_val = self.model.fun_list[value]
1630
1631	self.model.setParam(name, fun_val)
1632	# save state
1633	self._copy_parameters_state(self.str_parameters,
1634	self.state.str_parameters)
1635	# update params
1636	self._update_paramv_on_fit()
1637	# draw
1638	self._draw_model()
1639	self.Refresh()
1640	# get ready for new event
1641	event.Skip()
1642
1643	def _onMask(self, event):
1644	"""
1645	Build a panel to allow to edit Mask
1646	"""
1647	from sans.guiframe.local_perspectives.plotting.masking \
1648	import MaskPanel as MaskDialog
1649
1650	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1651	self.panel.ShowModal()
1652
1653	def _draw_masked_model(self, event):
1654	"""
1655	Draw model image w/mask
1656	"""
1657	is_valid_qrange = self._update_paramv_on_fit()
1658
1659	if is_valid_qrange and self.model != None:
1660	self.panel.MakeModal(False)
1661	event.Skip()
1662	# try re draw the model plot if it exists
1663	self._draw_model()
1664	self.set_npts2fit()
1665	elif self.model == None:
1666	self.panel.MakeModal(False)
1667	event.Skip()
1668	self.set_npts2fit()
1669	msg = "No model is found on updating MASK in the model plot... "
1670	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1671	else:
1672	event.Skip()
1673	msg = ' Please consider your Q range, too.'
1674	self.panel.ShowMessage(msg)
1675
1676	def _set_smear(self, data):
1677	"""
1678	Set_smear
1679	"""
1680	if data is None:
1681	return
1682	self.current_smearer = smear_selection(data, self.model)
1683	flag = self.disable_smearer.GetValue()
1684	self.disable_smearer.SetValue(flag)
1685	if self.current_smearer == None:
1686	self.enable_smearer.Disable()
1687	else:
1688	self.enable_smearer.Enable()
1689	if not flag:
1690	self.onSmear(None)
1691
1692	def _mac_sleep(self, sec=0.2):
1693	"""
1694	Give sleep to MAC
1695	"""
1696	if self.is_mac:
1697	time.sleep(sec)
1698
1699	def get_view_mode(self):
1700	"""
1701	return True if the panel allow 2D or False if 1D
1702	"""
1703	return self.enable2D
1704
1705	def compute_data_set_range(self, data_list):
1706	"""
1707	find the range that include all data in the set
1708	return the minimum and the maximum values
1709	"""
1710	if data_list is not None and data_list != []:
1711	for data in data_list:
1712	qmin, qmax, npts = self.compute_data_range(data)
1713	self.qmin_data_set = min(self.qmin_data_set, qmin)
1714	self.qmax_data_set = max(self.qmax_data_set, qmax)
1715	self.npts_data_set += npts
1716	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1717
1718	def compute_data_range(self, data):
1719	"""
1720	compute the minimum and the maximum range of the data
1721	return the npts contains in data
1722	:param data:
1723	"""
1724	qmin, qmax, npts = None, None, None
1725	if data is not None:
1726	if not hasattr(data, "data"):
1727	try:
1728	qmin = min(data.x)
1729	# Maximum value of data
1730	qmax = max(data.x)
1731	npts = len(data.x)
1732	except:
1733	msg = "Unable to find min/max/length of \n data named %s"% \
1734	data.filename
1735	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
1736	info="error"))
1737	raise ValueError, msg
1738
1739	else:
1740	qmin = 0
1741	try:
1742	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1743	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1744	except:
1745	msg = "Unable to find min/max of \n data named %s"% \
1746	data.filename
1747	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
1748	info="error"))
1749	raise ValueError, msg
1750	## Maximum value of data
1751	qmax = math.sqrt(x * x + y * y)
1752	npts = len(data.data)
1753	return qmin, qmax, npts
1754
1755	def set_data(self, data):
1756	"""
1757	reset the current data
1758	"""
1759	id = None
1760	flag = False
1761	is_data = False
1762	if self.data is not None:
1763	is_data = check_data_validity(self.data)
1764	if not is_data and data is not None:
1765	flag = True
1766	if data is not None:
1767	id = data.id
1768	if is_data:
1769	self.graph_id = self.data.group_id
1770	flag = (data.id != self.data.id)
1771	self.data = data
1772	if check_data_validity(data):
1773	self.graph_id = data.group_id
1774	self.data.group_id = self.graph_id
1775
1776	if self.data is None:
1777	data_name = ""
1778	self._set_bookmark_flag(False)
1779	self._keep.Enable(False)
1780	self._set_save_flag(False)
1781	else:
1782	if self.model != None:
1783	self._set_bookmark_flag(not self.batch_on)
1784	self._keep.Enable(not self.batch_on)
1785
1786	self._set_save_flag(True)
1787	self._set_preview_flag(True)
1788
1789	self._set_smear(data)
1790	# more disables for 2D
1791	if self.data.__class__.__name__ == "Data2D" or \
1792	self.enable2D:
1793	self.slit_smearer.Disable()
1794	self.pinhole_smearer.Enable(True)
1795	self.default_mask = copy.deepcopy(self.data.mask)
1796	if self.data.err_data == None or\
1797	(self.data.err_data == 1).all() or\
1798	(self.data.err_data == 0).all():
1799	self.dI_didata.Enable(False)
1800	self.dI_noweight.SetValue(True)
1801	self.weightbt_string = self.dI_noweight.GetLabelText()
1802	else:
1803	self.dI_didata.Enable(True)
1804	self.dI_didata.SetValue(True)
1805	self.weightbt_string = self.dI_didata.GetLabelText()
1806	else:
1807	self.slit_smearer.Enable(True)
1808	self.pinhole_smearer.Enable(True)
1809	if self.data.dy == None or\
1810	(self.data.dy == 1).all() or\
1811	(self.data.dy == 0).all():
1812	self.dI_didata.Enable(False)
1813	self.dI_noweight.SetValue(True)
1814	self.weightbt_string = self.dI_noweight.GetLabelText()
1815	else:
1816	self.dI_didata.Enable(True)
1817	self.dI_didata.SetValue(True)
1818	self.weightbt_string = self.dI_didata.GetLabelText()
1819	# Enable weighting radio uttons
1820	self.dI_noweight.Enable(True)
1821	self.dI_sqrdata.Enable(True)
1822	self.dI_idata.Enable(True)
1823
1824	self.formfactorbox.Enable()
1825	self.structurebox.Enable()
1826	data_name = self.data.name
1827	_, _, npts = self.compute_data_range(self.data)
1828	#set maximum range for x in linear scale
1829	if not hasattr(self.data, "data"): # Display only for 1D data fit
1830	self.btEditMask.Disable()
1831	self.EditMask_title.Disable()
1832	else:
1833	self.btEditMask.Enable()
1834	self.EditMask_title.Enable()
1835
1836	self.Npts_total.SetValue(str(npts))
1837	#default:number of data points selected to fit
1838	self.Npts_fit.SetValue(str(npts))
1839	self.Npts_total.SetEditable(False)
1840	self.Npts_total.SetBackgroundColour(\
1841	self.GetParent().GetBackgroundColour())
1842
1843	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1844	self.dataSource.SetValue(data_name)
1845	self.state.data = data
1846	self.enable_fit_button()
1847	# send graph_id to page_finder
1848	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1849	#focus the page
1850	if check_data_validity(data):
1851	self.data_box_description.SetForegroundColour(wx.BLUE)
1852
1853	if self.batch_on:
1854	self.slit_smearer.Enable(False)
1855	self.pinhole_smearer.Enable(False)
1856	self.btEditMask.Disable()
1857	self.EditMask_title.Disable()
1858
1859	self.on_set_focus(None)
1860	self.Refresh()
1861	#update model plot with new data information
1862	if flag:
1863	#set model view button
1864	if not self.enable_smearer.GetValue():
1865	self.disable_smearer.SetValue(True)
1866	self.onSmear(None)
1867
1868	if self.data.__class__.__name__ == "Data2D":
1869	self.enable2D = True
1870	self.model_view.SetLabel("2D Mode")
1871	else:
1872	self.enable2D = False
1873	self.model_view.SetLabel("1D Mode")
1874	self.model_view.Disable()
1875	#replace data plot on combo box selection
1876	#by removing the previous selected data
1877	#wx.PostEvent(self._manager.parent,
1878	# NewPlotEvent(action="remove",
1879	# group_id=self.graph_id, id=id))
1880	#plot the current selected data
1881	wx.PostEvent(self._manager.parent,
1882	NewPlotEvent(action="check", plot=self.data,
1883	title=str(self.data.title)))
1884	self._draw_model()
1885
1886	def _npts_click(self, event):
1887	"""
1888	Prevent further handling of the mouse event on Npts_total
1889	by not calling Skip().
1890	"""
1891	pass
1892
1893	def reset_page(self, state, first=False):
1894	"""
1895	reset the state
1896	"""
1897	try:
1898	self.reset_page_helper(state)
1899
1900	self.select_param(event=None)
1901	#Save state_fit
1902	self.save_current_state_fit()
1903	except:
1904	self._show_combox_helper()
1905	msg = "Error: This model state has missing or outdated "
1906	msg += "information.\n"
1907	msg += "%s"% (sys.exc_value)
1908	wx.PostEvent(self.parent.parent,
1909	StatusEvent(status=msg, info="error"))
1910	self._lay_out()
1911	self.Refresh()
1912
1913	def get_range(self):
1914	"""
1915	return the fitting range
1916	"""
1917	return float(self.qmin_x), float(self.qmax_x)
1918
1919	def get_npts2fit(self):
1920	"""
1921	return numbers of data points within qrange
1922
1923	:Note: This is for Park where chi2 is not normalized by Npts of fit
1924
1925	"""
1926	if self.data is None:
1927	return
1928	npts2fit = 0
1929	qmin, qmax = self.get_range()
1930	if self.data.__class__.__name__ == "Data2D" or \
1931	self.enable2D:
1932	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
1933	self.data.qy_data * self.data.qy_data)
1934	index_data = (self.qmin_x <= radius) & (radius <= self.qmax_x)
1935	index_data = (index_data) & (self.data.mask)
1936	index_data = (index_data) & (numpy.isfinite(self.data.data))
1937	npts2fit = len(self.data.data[index_data])
1938	else:
1939	for qx in self.data.x:
1940	if qx >= qmin and qx <= qmax:
1941	npts2fit += 1
1942	return npts2fit
1943
1944	def set_npts2fit(self):
1945	"""
1946	setValue Npts for fitting
1947	"""
1948	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1949
1950	def get_chi2(self):
1951	"""
1952	return the current chi2
1953	"""
1954	return self.tcChi.GetValue()
1955
1956	def get_param_list(self):
1957	"""
1958	:return self.param_toFit: list containing references to TextCtrl
1959	checked.Theses TextCtrl will allow reference to parameters to fit.
1960
1961	:raise: if return an empty list of parameter fit will nnote work
1962	properly so raise ValueError,"missing parameter to fit"
1963	"""
1964	if self.param_toFit != []:
1965	return self.param_toFit
1966	else:
1967	msg = "missing parameters to fit"
1968	wx.MessageBox(msg, 'warning')
1969	return False
1970
1971	def onsetValues(self, chisqr, p_name, out, cov):
1972	"""
1973	Build the panel from the fit result
1974
1975	:param chisqr: Value of the goodness of fit metric
1976	:param p_name: the name of parameters
1977	:param out: list of parameter with the best value found during fitting
1978	:param cov: Covariance matrix
1979
1980	"""
1981	# make sure stop button to fit button all the time
1982	self._on_fit_complete()
1983	if out == None or not numpy.isfinite(chisqr):
1984	raise ValueError, "Fit error occured..."
1985
1986	is_modified = False
1987	has_error = False
1988	dispersity = ''
1989
1990	#Hide textctrl boxes of errors.
1991	self._clear_Err_on_Fit()
1992
1993	#Check if chi2 is finite
1994	if chisqr != None and numpy.isfinite(chisqr):
1995	#format chi2
1996	if self.engine_type == "park":
1997	npt_fit = float(self.get_npts2fit())
1998	chi2 = format_number(chisqr, True)
1999	self.tcChi.SetValue(chi2)
2000	self.tcChi.Refresh()
2001	else:
2002	self.tcChi.SetValue("-")
2003
2004	#Hide error title
2005	if self.text2_3.IsShown() and not self.is_mac:
2006	self.text2_3.Hide()
2007
2008	try:
2009	if self.enable_disp.GetValue():
2010	if hasattr(self, "text_disp_1"):
2011	if self.text_disp_1 != None and not self.is_mac:
2012	self.text_disp_1.Hide()
2013	except:
2014	dispersity = None
2015	pass
2016
2017	i = 0
2018	#Set the panel when fit result are list
2019	for item in self.param_toFit:
2020	if len(item) > 5 and item != None:
2021	if item[0].IsShown():
2022	## reset error value to initial state
2023	if not self.is_mac:
2024	item[3].Hide()
2025	item[4].Hide()
2026	for ind in range(len(out)):
2027	if item[1] == p_name[ind]:
2028	break
2029	if len(out) > 0 and out[ind] != None:
2030	val_out = format_number(out[ind], True)
2031	item[2].SetValue(val_out)
2032
2033	if(cov != None and len(cov) == len(out)):
2034	try:
2035	if dispersity != None:
2036	if self.enable_disp.GetValue():
2037	if hasattr(self, "text_disp_1"):
2038	if self.text_disp_1 != None:
2039	if not self.text_disp_1.IsShown()\
2040	and not self.is_mac:
2041	self.text_disp_1.Show(True)
2042	except:
2043	pass
2044
2045	if cov[ind] != None:
2046	if numpy.isfinite(float(cov[ind])):
2047	val_err = format_number(cov[ind], True)
2048	if not self.is_mac:
2049	item[3].Show(True)
2050	item[4].Show(True)
2051	item[4].SetValue(val_err)
2052	has_error = True
2053	i += 1
2054	else:
2055	raise ValueError, "onsetValues: Invalid parameters..."
2056	#Show error title when any errors displayed
2057	if has_error:
2058	if not self.text2_3.IsShown():
2059	self.text2_3.Show(True)
2060	## save current state
2061	self.save_current_state()
2062
2063	if not self.is_mac:
2064	self.Layout()
2065	self.Refresh()
2066	self._mac_sleep(0.1)
2067	#plot model ( when drawing, do not update chisqr value again)
2068	self._draw_model(update_chisqr=False, source='fit')
2069
2070	def onWeighting(self, event):
2071	"""
2072	On Weighting radio button event, sets the weightbt_string
2073	"""
2074	self.weightbt_string = event.GetEventObject().GetLabelText()
2075	self._set_weight()
2076
2077	def _set_weight(self, is_2D=None):
2078	"""
2079	Set weight in fit problem
2080	"""
2081	# compute weight for the current data
2082	from .utils import get_weight
2083	flag_weight = self.get_weight_flag()
2084	if is_2D == None:
2085	is_2D = self._is_2D()
2086	weight = get_weight(data=self.data,
2087	is2d=is_2D,
2088	flag=flag_weight)
2089	self._manager.set_fit_weight(uid=self.uid,
2090	flag=flag_weight,
2091	is2d=is_2D,
2092	fid=None)
2093
2094	def onPinholeSmear(self, event):
2095	"""
2096	Create a custom pinhole smear object that will change the way residuals
2097	are compute when fitting
2098
2099	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2100	None for 1D
2101
2102	"""
2103	if self.model == None:
2104	self.disable_smearer.SetValue(True)
2105	if event == None:
2106	return
2107	msg = "Please select a Model first..."
2108	wx.MessageBox(msg, 'Info')
2109	wx.PostEvent(self._manager.parent,
2110	StatusEvent(status="Smear: %s" % msg))
2111	return
2112
2113	# Need update param values
2114	self._update_paramv_on_fit()
2115
2116	# msg default
2117	msg = None
2118	if event != None:
2119	tcrtl = event.GetEventObject()
2120	# event case of radio button
2121	if tcrtl.GetValue() == True:
2122	self.dx_min = 0.0
2123	self.dx_max = 0.0
2124	is_new_pinhole = True
2125	else:
2126	is_new_pinhole = self._is_changed_pinhole()
2127	else:
2128	is_new_pinhole = True
2129	# if any value is changed
2130	if is_new_pinhole:
2131	msg = self._set_pinhole_smear()
2132	# hide all silt sizer
2133	self._hide_all_smear_info()
2134
2135	# show relevant slit sizers
2136	self._show_smear_sizer()
2137
2138	self.sizer_set_smearer.Layout()
2139	self.Layout()
2140
2141	if event != None:
2142	event.Skip()
2143	#self._undo.Enable(True)
2144	self.save_current_state()
2145	event = PageInfoEvent(page=self)
2146	wx.PostEvent(self.parent, event)
2147
2148	def _is_changed_pinhole(self):
2149	"""
2150	check if any of pinhole smear is changed
2151
2152	:return: True or False
2153
2154	"""
2155	# get the values
2156	pin_min = self.smear_pinhole_min.GetValue()
2157	pin_max = self.smear_pinhole_max.GetValue()
2158
2159	# Check changes in slit width
2160	try:
2161	dx_min = float(pin_min)
2162	except:
2163	return True
2164	if self.dx_min != dx_min:
2165	return True
2166
2167	# Check changes in slit heigth
2168	try:
2169	dx_max = float(pin_max)
2170	except:
2171	return True
2172	if self.dx_max != dx_max:
2173	return True
2174	return False
2175
2176	def _set_pinhole_smear(self):
2177	"""
2178	Set custom pinhole smear
2179
2180	:return: msg
2181
2182	"""
2183	# copy data
2184	data = copy.deepcopy(self.data)
2185	if self._is_2D():
2186	self.smear_type = 'Pinhole2d'
2187	len_data = len(data.data)
2188	data.dqx_data = numpy.zeros(len_data)
2189	data.dqy_data = numpy.zeros(len_data)
2190	else:
2191	self.smear_type = 'Pinhole'
2192	len_data = len(data.x)
2193	data.dx = numpy.zeros(len_data)
2194	data.dxl = None
2195	data.dxw = None
2196	msg = None
2197
2198	get_pin_min = self.smear_pinhole_min
2199	get_pin_max = self.smear_pinhole_max
2200
2201	if not check_float(get_pin_min):
2202	get_pin_min.SetBackgroundColour("pink")
2203	msg = "Model Error:wrong value entered!!!"
2204	elif not check_float(get_pin_max):
2205	get_pin_max.SetBackgroundColour("pink")
2206	msg = "Model Error:wrong value entered!!!"
2207	else:
2208	if len_data < 2:
2209	len_data = 2
2210	self.dx_min = float(get_pin_min.GetValue())
2211	self.dx_max = float(get_pin_max.GetValue())
2212	if self.dx_min < 0:
2213	get_pin_min.SetBackgroundColour("pink")
2214	msg = "Model Error:This value can not be negative!!!"
2215	elif self.dx_max < 0:
2216	get_pin_max.SetBackgroundColour("pink")
2217	msg = "Model Error:This value can not be negative!!!"
2218	elif self.dx_min != None and self.dx_max != None:
2219	if self._is_2D():
2220	data.dqx_data[data.dqx_data == 0] = self.dx_min
2221	data.dqy_data[data.dqy_data == 0] = self.dx_max
2222	elif self.dx_min == self.dx_max:
2223	data.dx[data.dx == 0] = self.dx_min
2224	else:
2225	step = (self.dx_max - self.dx_min) / (len_data - 1)
2226	data.dx = numpy.arange(self.dx_min,
2227	self.dx_max + step / 1.1,
2228	step)
2229	elif self.dx_min != None:
2230	if self._is_2D():
2231	data.dqx_data[data.dqx_data == 0] = self.dx_min
2232	else:
2233	data.dx[data.dx == 0] = self.dx_min
2234	elif self.dx_max != None:
2235	if self._is_2D():
2236	data.dqy_data[data.dqy_data == 0] = self.dx_max
2237	else:
2238	data.dx[data.dx == 0] = self.dx_max
2239	self.current_smearer = smear_selection(data, self.model)
2240	# 2D need to set accuracy
2241	if self._is_2D():
2242	self.current_smearer.set_accuracy(accuracy=\
2243	self.smear2d_accuracy)
2244
2245	if msg != None:
2246	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2247	else:
2248	get_pin_min.SetBackgroundColour("white")
2249	get_pin_max.SetBackgroundColour("white")
2250	## set smearing value whether or not the data contain the smearing info
2251
2252	self._manager.set_smearer(smearer=self.current_smearer,
2253	fid=self.data.id,
2254	qmin=float(self.qmin_x),
2255	qmax=float(self.qmax_x),
2256	enable_smearer=not self.disable_smearer.GetValue(),
2257	uid=self.uid)
2258	return msg
2259
2260	def update_pinhole_smear(self):
2261	"""
2262	called by kill_focus on pinhole TextCntrl
2263	to update the changes
2264
2265	:return: False when wrong value was entered
2266
2267	"""
2268	# msg default
2269	msg = None
2270	# check if any value is changed
2271	if self._is_changed_pinhole():
2272	msg = self._set_pinhole_smear()
2273	wx.CallAfter(self.save_current_state)
2274
2275	if msg != None:
2276	return False
2277	else:
2278	return True
2279
2280	def onSlitSmear(self, event):
2281	"""
2282	Create a custom slit smear object that will change the way residuals
2283	are compute when fitting
2284	"""
2285	if self.model == None:
2286	self.disable_smearer.SetValue(True)
2287	if event == None:
2288	return
2289	msg = "Please select a Model first..."
2290	wx.MessageBox(msg, 'Info')
2291	wx.PostEvent(self._manager.parent,
2292	StatusEvent(status="Smear: %s" % msg))
2293	return
2294
2295	# Need update param values
2296	self._update_paramv_on_fit()
2297
2298	# msg default
2299	msg = None
2300	# for event given
2301	if event != None:
2302	tcrtl = event.GetEventObject()
2303	# event case of radio button
2304	if tcrtl.GetValue():
2305	self.dxl = 0.0
2306	self.dxw = 0.0
2307	is_new_slit = True
2308	else:
2309	is_new_slit = self._is_changed_slit()
2310	else:
2311	is_new_slit = True
2312
2313	# if any value is changed
2314	if is_new_slit:
2315	msg = self._set_slit_smear()
2316
2317	# hide all silt sizer
2318	self._hide_all_smear_info()
2319	# show relevant slit sizers
2320	self._show_smear_sizer()
2321	self.sizer_set_smearer.Layout()
2322	self.Layout()
2323
2324	if event != None:
2325	event.Skip()
2326	self.save_current_state()
2327	event = PageInfoEvent(page=self)
2328	wx.PostEvent(self.parent, event)
2329	if msg != None:
2330	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2331
2332	def _is_changed_slit(self):
2333	"""
2334	check if any of slit lengths is changed
2335
2336	:return: True or False
2337
2338	"""
2339	# get the values
2340	width = self.smear_slit_width.GetValue()
2341	height = self.smear_slit_height.GetValue()
2342
2343	# check and change the box bg color if it was pink
2344	# but it should be white now
2345	# because this is the case that _set_slit_smear() will not handle
2346	if height.lstrip().rstrip() == "":
2347	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2348	if width.lstrip().rstrip() == "":
2349	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2350
2351	# Check changes in slit width
2352	if width == "":
2353	dxw = 0.0
2354	else:
2355	try:
2356	dxw = float(width)
2357	except:
2358	return True
2359	if self.dxw != dxw:
2360	return True
2361
2362	# Check changes in slit heigth
2363	if height == "":
2364	dxl = 0.0
2365	else:
2366	try:
2367	dxl = float(height)
2368	except:
2369	return True
2370	if self.dxl != dxl:
2371	return True
2372
2373	return False
2374
2375	def _set_slit_smear(self):
2376	"""
2377	Set custom slit smear
2378
2379	:return: message to inform the user about the validity
2380	of the values entered for slit smear
2381	"""
2382	if self.data.__class__.__name__ == "Data2D" or \
2383	self.enable2D:
2384	return
2385	# make sure once more if it is smearer
2386	data = copy.deepcopy(self.data)
2387	data_len = len(data.x)
2388	data.dx = None
2389	data.dxl = None
2390	data.dxw = None
2391	msg = None
2392
2393	try:
2394	self.dxl = float(self.smear_slit_height.GetValue())
2395	data.dxl = self.dxl * numpy.ones(data_len)
2396	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2397	except:
2398	data.dxl = numpy.zeros(data_len)
2399	if self.smear_slit_height.GetValue().lstrip().rstrip() != "":
2400	self.smear_slit_height.SetBackgroundColour("pink")
2401	msg = "Wrong value entered... "
2402	else:
2403	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2404	try:
2405	self.dxw = float(self.smear_slit_width.GetValue())
2406	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2407	data.dxw = self.dxw * numpy.ones(data_len)
2408	except:
2409	data.dxw = numpy.zeros(data_len)
2410	if self.smear_slit_width.GetValue().lstrip().rstrip() != "":
2411	self.smear_slit_width.SetBackgroundColour("pink")
2412	msg = "Wrong Fit value entered... "
2413	else:
2414	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2415
2416	self.current_smearer = smear_selection(data, self.model)
2417	## set smearing value whether or not the data contain the smearing info
2418	self._manager.set_smearer(smearer=self.current_smearer,
2419	fid=self.data.id,
2420	qmin=float(self.qmin_x),
2421	qmax=float(self.qmax_x),
2422	enable_smearer=not self.disable_smearer.GetValue(),
2423	uid=self.uid)
2424	return msg
2425
2426	def update_slit_smear(self):
2427	"""
2428	called by kill_focus on pinhole TextCntrl
2429	to update the changes
2430
2431	:return: False when wrong value was entered
2432
2433	"""
2434	# msg default
2435	msg = None
2436	# check if any value is changed
2437	if self._is_changed_slit():
2438	msg = self._set_slit_smear()
2439	#self._undo.Enable(True)
2440	self.save_current_state()
2441
2442	if msg != None:
2443	return False
2444	else:
2445	return True
2446
2447	def onSmear(self, event):
2448	"""
2449	Create a smear object that will change the way residuals
2450	are compute when fitting
2451	"""
2452	if event != None:
2453	event.Skip()
2454	if self.data is None:
2455	return
2456
2457	if self.model == None:
2458	self.disable_smearer.SetValue(True)
2459	if event == None:
2460	return
2461	msg = "Please select a Model first..."
2462	wx.MessageBox(msg, 'Info')
2463	wx.PostEvent(self._manager.parent,
2464	StatusEvent(status="Smear: %s" % msg))
2465	return
2466	# Need update param values
2467	self._update_paramv_on_fit()
2468	if self.model != None:
2469	if self.data.is_data:
2470	self._manager.page_finder[self.uid].add_data(data=self.data)
2471	temp_smearer = self.on_smear_helper()
2472
2473	self.sizer_set_smearer.Layout()
2474	self.Layout()
2475	self._set_weight()
2476
2477	## set smearing value whether or not the data contain the smearing info
2478	wx.CallAfter(self._manager.set_smearer, uid=self.uid,
2479	smearer=temp_smearer,
2480	fid=self.data.id,
2481	qmin=float(self.qmin_x),
2482	qmax=float(self.qmax_x),
2483	enable_smearer=not self.disable_smearer.GetValue(),
2484	draw=True)
2485
2486	self.state.enable_smearer = self.enable_smearer.GetValue()
2487	self.state.disable_smearer = self.disable_smearer.GetValue()
2488	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2489	self.state.slit_smearer = self.slit_smearer.GetValue()
2490
2491	def on_smear_helper(self, update=False):
2492	"""
2493	Help for onSmear
2494
2495	:param update: force or not to update
2496	"""
2497	self._get_smear_info()
2498	#renew smear sizer
2499	if self.smear_type != None:
2500	self.smear_description_smear_type.SetValue(str(self.smear_type))
2501	self.smear_data_left.SetValue(str(self.dq_l))
2502	self.smear_data_right.SetValue(str(self.dq_r))
2503
2504	self._hide_all_smear_info()
2505	data = copy.deepcopy(self.data)
2506
2507	# make sure once more if it is smearer
2508	temp_smearer = smear_selection(data, self.model)
2509	if self.current_smearer != temp_smearer or update:
2510	self.current_smearer = temp_smearer
2511	if self.enable_smearer.GetValue():
2512	if self.current_smearer == None:
2513	wx.PostEvent(self._manager.parent,
2514	StatusEvent(status="Data contains no smearing information"))
2515	else:
2516	wx.PostEvent(self._manager.parent,
2517	StatusEvent(status="Data contains smearing information"))
2518
2519	self.smear_data_left.Show(True)
2520	self.smear_data_right.Show(True)
2521	temp_smearer = self.current_smearer
2522	elif self.disable_smearer.GetValue():
2523	self.smear_description_none.Show(True)
2524	elif self.pinhole_smearer.GetValue():
2525	self.onPinholeSmear(None)
2526	elif self.slit_smearer.GetValue():
2527	self.onSlitSmear(None)
2528	self._show_smear_sizer()
2529
2530	return temp_smearer
2531
2532	def on_complete_chisqr(self, event):
2533	"""
2534	Display result chisqr on the panel
2535	:event: activated by fitting/ complete after draw
2536	"""
2537	try:
2538	if event == None:
2539	output = "-"
2540	elif not numpy.isfinite(event.output):
2541	output = "-"
2542	else:
2543	output = event.output
2544	self.tcChi.SetValue(str(format_number(output, True)))
2545	self.state.tcChi = self.tcChi.GetValue()
2546	except:
2547	pass
2548
2549	def get_all_checked_params(self):
2550	"""
2551	Found all parameters current check and add them to list of parameters
2552	to fit
2553	"""
2554	self.param_toFit = []
2555	for item in self.parameters:
2556	if item[0].GetValue() and item not in self.param_toFit:
2557	if item[0].IsShown():
2558	self.param_toFit.append(item)
2559	for item in self.fittable_param:
2560	if item[0].GetValue() and item not in self.param_toFit:
2561	if item[0].IsShown():
2562	self.param_toFit.append(item)
2563	self.save_current_state_fit()
2564
2565	event = PageInfoEvent(page=self)
2566	wx.PostEvent(self.parent, event)
2567	param2fit = []
2568	for item in self.param_toFit:
2569	if item[0] and item[0].IsShown():
2570	param2fit.append(item[1])
2571	self.parent._manager.set_param2fit(self.uid, param2fit)
2572
2573	def select_all_param(self, event):
2574	"""
2575	set to true or false all checkBox given the main checkbox value cb1
2576	"""
2577	self.param_toFit = []
2578	if self.parameters != []:
2579	if self.cb1.GetValue():
2580	for item in self.parameters:
2581	if item[0].IsShown():
2582	## for data2D select all to fit
2583	if self.data.__class__.__name__ == "Data2D" or \
2584	self.enable2D:
2585	item[0].SetValue(True)
2586	self.param_toFit.append(item)
2587	else:
2588	## for 1D all parameters except orientation
2589	if not item in self.orientation_params:
2590	item[0].SetValue(True)
2591	self.param_toFit.append(item)
2592	else:
2593	item[0].SetValue(False)
2594	#if len(self.fittable_param)>0:
2595	for item in self.fittable_param:
2596	if item[0].IsShown():
2597	if self.data.__class__.__name__ == "Data2D" or \
2598	self.enable2D:
2599	item[0].SetValue(True)
2600	self.param_toFit.append(item)
2601	try:
2602	if len(self.values[item[1]]) > 0:
2603	item[0].SetValue(False)
2604	except:
2605	pass
2606
2607	else:
2608	## for 1D all parameters except orientation
2609	if not item in self.orientation_params_disp:
2610	item[0].SetValue(True)
2611	self.param_toFit.append(item)
2612	try:
2613	if len(self.values[item[1]]) > 0:
2614	item[0].SetValue(False)
2615	except:
2616	pass
2617	else:
2618	item[0].SetValue(False)
2619
2620	else:
2621	for item in self.parameters:
2622	item[0].SetValue(False)
2623	for item in self.fittable_param:
2624	item[0].SetValue(False)
2625	self.param_toFit = []
2626
2627	self.save_current_state_fit()
2628
2629	if event != None:
2630	#self._undo.Enable(True)
2631	## post state to fit panel
2632	event = PageInfoEvent(page=self)
2633	wx.PostEvent(self.parent, event)
2634	param2fit = []
2635	for item in self.param_toFit:
2636	if item[0] and item[0].IsShown():
2637	param2fit.append(item[1])
2638	self.parent._manager.set_param2fit(self.uid, param2fit)
2639
2640	def select_param(self, event):
2641	"""
2642	Select TextCtrl checked for fitting purpose and stores them
2643	in self.param_toFit=[] list
2644	"""
2645	self.param_toFit = []
2646	for item in self.parameters:
2647	#Skip t ifhe angle parameters if 1D data
2648	if self.data.__class__.__name__ != "Data2D" and\
2649	not self.enable2D:
2650	if item in self.orientation_params:
2651	continue
2652	#Select parameters to fit for list of primary parameters
2653	if item[0].GetValue() and item[0].IsShown():
2654	if not (item in self.param_toFit):
2655	self.param_toFit.append(item)
2656	else:
2657	#remove parameters from the fitting list
2658	if item in self.param_toFit:
2659	self.param_toFit.remove(item)
2660
2661	#Select parameters to fit for list of fittable parameters
2662	# with dispersion
2663	for item in self.fittable_param:
2664	#Skip t ifhe angle parameters if 1D data
2665	if self.data.__class__.__name__ != "Data2D" and\
2666	not self.enable2D:
2667	if item in self.orientation_params:
2668	continue
2669	if item[0].GetValue() and item[0].IsShown():
2670	if not (item in self.param_toFit):
2671	self.param_toFit.append(item)
2672	else:
2673	#remove parameters from the fitting list
2674	if item in self.param_toFit:
2675	self.param_toFit.remove(item)
2676
2677	#Calculate num. of angle parameters
2678	if self.data.__class__.__name__ == "Data2D" or \
2679	self.enable2D:
2680	len_orient_para = 0
2681	else:
2682	len_orient_para = len(self.orientation_params) # assume even len
2683	#Total num. of angle parameters
2684	if len(self.fittable_param) > 0:
2685	len_orient_para *= 2
2686	#Set the value of checkbox that selected every checkbox or not
2687	if len(self.parameters) + len(self.fittable_param) - len_orient_para \
2688	== len(self.param_toFit):
2689	self.cb1.SetValue(True)
2690	else:
2691	self.cb1.SetValue(False)
2692
2693	self.save_current_state_fit()
2694	if event != None:
2695	## post state to fit panel
2696	event = PageInfoEvent(page=self)
2697	wx.PostEvent(self.parent, event)
2698
2699	param2fit = []
2700	for item in self.param_toFit:
2701	if item[0] and item[0].IsShown():
2702	param2fit.append(item[1])
2703	self.parent._manager.set_param2fit(self.uid, param2fit)
2704
2705	def set_model_param_sizer(self, model):
2706	"""
2707	Build the panel from the model content
2708
2709	:param model: the model selected in combo box for fitting purpose
2710
2711	"""
2712	self.sizer3.Clear(True)
2713	self.parameters = []
2714	self.str_parameters = []
2715	self.param_toFit = []
2716	self.fittable_param = []
2717	self.fixed_param = []
2718	self.orientation_params = []
2719	self.orientation_params_disp = []
2720
2721	if model == None:
2722	self.sizer3.Layout()
2723	self.SetupScrolling()
2724	return
2725	## the panel is drawn using the current value of the fit engine
2726	if self.engine_type == None and self._manager != None:
2727	self.engine_type = self._manager._return_engine_type()
2728
2729	box_description = wx.StaticBox(self, -1, str("Model Parameters"))
2730	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2731	sizer = wx.GridBagSizer(5, 5)
2732	## save the current model
2733	self.model = model
2734
2735	keys = self.model.getParamList()
2736	#list of dispersion paramaters
2737	self.disp_list = self.model.getDispParamList()
2738
2739	def custom_compare(a, b):
2740	"""
2741	Custom compare to order, first by alphabets then second by number.
2742	"""
2743	# number at the last digit
2744	a_last = a[len(a) - 1]
2745	b_last = b[len(b) - 1]
2746	# default
2747	num_a = None
2748	num_b = None
2749	# split the names
2750	a2 = a.lower().split('_')
2751	b2 = b.lower().split('_')
2752	# check length of a2, b2
2753	len_a2 = len(a2)
2754	len_b2 = len(b2)
2755	# check if it contains a int number(<10)
2756	try:
2757	num_a = int(a_last)
2758	except:
2759	pass
2760	try:
2761	num_b = int(b_last)
2762	except:
2763	pass
2764	# Put 'scale' near the top; happens
2765	# when numbered param name exists
2766	if a == 'scale':
2767	return -1
2768	# both have a number
2769	if num_a != None and num_b != None:
2770	if num_a > num_b:
2771	return -1
2772	# same number
2773	elif num_a == num_b:
2774	# different last names
2775	if a2[len_a2 - 1] != b2[len_b2 - 1] and num_a != 0:
2776	return -cmp(a2[len_a2 - 1], b2[len_b2 - 1])
2777	else:
2778	return cmp(a, b)
2779	else:
2780	return 1
2781	# one of them has a number
2782	elif num_a != None:
2783	return 1
2784	elif num_b != None:
2785	return -1
2786	# no numbers
2787	else:
2788	return cmp(a.lower(), b.lower())
2789
2790	keys.sort(custom_compare)
2791
2792	iy = 0
2793	ix = 0
2794	select_text = "Select All"
2795	self.cb1 = wx.CheckBox(self, -1, str(select_text), (10, 10))
2796	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2797	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2798	self.cb1.SetValue(True)
2799
2800	sizer.Add(self.cb1, (iy, ix), (1, 1), \
2801	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
2802	ix += 1
2803	self.text2_2 = wx.StaticText(self, -1, 'Value')
2804	sizer.Add(self.text2_2, (iy, ix), (1, 1), \
2805	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2806	ix += 2
2807	self.text2_3 = wx.StaticText(self, -1, 'Error')
2808	sizer.Add(self.text2_3, (iy, ix), (1, 1), \
2809	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2810	if not self.is_mac:
2811	self.text2_3.Hide()
2812	ix += 1
2813	self.text2_min = wx.StaticText(self, -1, 'Min')
2814	sizer.Add(self.text2_min, (iy, ix), (1, 1), \
2815	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2816	#self.text2_min.Hide()
2817	ix += 1
2818	self.text2_max = wx.StaticText(self, -1, 'Max')
2819	sizer.Add(self.text2_max, (iy, ix), (1, 1), \
2820	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2821	#self.text2_max.Hide()
2822	ix += 1
2823	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2824	sizer.Add(self.text2_4, (iy, ix), (1, 1), \
2825	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2826	self.text2_4.Hide()
2827
2828	CHECK_STATE = self.cb1.GetValue()
2829	for item in keys:
2830	if not item in self.disp_list and not item in \
2831	self.model.orientation_params:
2832
2833	##prepare a spot to store errors
2834	if not item in self.model.details:
2835	self.model.details[item] = ["", None, None]
2836
2837	iy += 1
2838	ix = 0
2839	if (self.model.__class__ in \
2840	self.model_list_box["Multi-Functions"] or \
2841	self.temp_multi_functional)\
2842	and (item in self.model.non_fittable):
2843	non_fittable_name = wx.StaticText(self, -1, item)
2844	sizer.Add(non_fittable_name, (iy, ix), (1, 1), \
2845	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 21)
2846	## add parameter value
2847	ix += 1
2848	value = self.model.getParam(item)
2849	if len(self.model.fun_list) > 0:
2850	#num = item.split('_')[1][5:7]
2851	fun_box = wx.ComboBox(self, -1, size=(100, -1),
2852	style=wx.CB_READONLY, name='%s' % item)
2853	self._set_fun_box_list(fun_box)
2854	fun_box.SetSelection(0)
2855	#self.fun_box.SetToolTipString("A function
2856	# describing the interface")
2857	wx.EVT_COMBOBOX(fun_box, -1, self._on_fun_box)
2858	else:
2859	fun_box = self.ModelTextCtrl(self, -1,
2860	size=(_BOX_WIDTH, 20),
2861	style=wx.TE_PROCESS_ENTER, name='%s' % item)
2862	fun_box.SetToolTipString(\
2863	"Hit 'Enter' after typing to update the plot.")
2864	fun_box.SetValue(format_number(value, True))
2865	sizer.Add(fun_box, (iy, ix), (1, 1), wx.EXPAND)
2866	self.str_parameters.append([None, item, fun_box,
2867	None, None, None,
2868	None, None])
2869	else:
2870	## add parameters name with checkbox for selecting to fit
2871	cb = wx.CheckBox(self, -1, item)
2872	cb.SetValue(CHECK_STATE)
2873	cb.SetToolTipString(" Check mark to fit.")
2874	#cb.SetValue(True)
2875	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2876
2877	sizer.Add(cb, (iy, ix), (1, 1),
2878	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
2879
2880	## add parameter value
2881	ix += 1
2882	value = self.model.getParam(item)
2883	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
2884	style=wx.TE_PROCESS_ENTER)
2885	ctl1.SetToolTipString(\
2886	"Hit 'Enter' after typing to update the plot.")
2887	ctl1.SetValue(format_number(value, True))
2888	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
2889	## text to show error sign
2890	ix += 1
2891	text2 = wx.StaticText(self, -1, '+/-')
2892	sizer.Add(text2, (iy, ix), (1, 1), \
2893	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2894	if not self.is_mac:
2895	text2.Hide()
2896	ix += 1
2897	ctl2 = wx.TextCtrl(self, -1,
2898	size=(_BOX_WIDTH / 1.2, 20), style=0)
2899	sizer.Add(ctl2, (iy, ix), (1, 1),
2900	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2901	if not self.is_mac:
2902	ctl2.Hide()
2903
2904	ix += 1
2905	ctl3 = self.ModelTextCtrl(self, -1,
2906	size=(_BOX_WIDTH / 1.9, 20),
2907	style=wx.TE_PROCESS_ENTER,
2908	text_enter_callback=self._onparamRangeEnter)
2909
2910	sizer.Add(ctl3, (iy, ix), (1, 1),
2911	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2912
2913	ix += 1
2914	ctl4 = self.ModelTextCtrl(self, -1,
2915	size=(_BOX_WIDTH / 1.9, 20),
2916	style=wx.TE_PROCESS_ENTER,
2917	text_enter_callback=self._onparamRangeEnter)
2918	sizer.Add(ctl4, (iy, ix), (1, 1),
2919	wx.EXPAND \| wx.FIXED_MINSIZE, 0)
2920
2921	ix += 1
2922	# Units
2923	if item in self.model.details:
2924	units = wx.StaticText(self, -1,
2925	self.model.details[item][0], style=wx.ALIGN_LEFT)
2926	else:
2927	units = wx.StaticText(self, -1, "",
2928	style=wx.ALIGN_LEFT)
2929	sizer.Add(units, (iy, ix), (1, 1),
2930	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2931
2932	self.parameters.append([cb, item, ctl1,
2933	text2, ctl2, ctl3, ctl4, units])
2934
2935	iy += 1
2936	sizer.Add((10, 10), (iy, ix), (1, 1),
2937	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2938
2939	# type can be either Guassian or Array
2940	if len(self.model.dispersion.values()) > 0:
2941	type = self.model.dispersion.values()[0]["type"]
2942	else:
2943	type = "Gaussian"
2944
2945	iy += 1
2946	ix = 0
2947	#Add tile for orientational angle
2948	for item in keys:
2949	if item in self.model.orientation_params:
2950	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2951	mag_on_button = wx.Button(self, -1, "Magnetic ON" )
2952	mag_on_button.Bind(wx.EVT_BUTTON, self._on_mag_on)
2953	mag_help_button = wx.Button(self, -1,"Magnetic angles?" )
2954	mag_help_button.Bind(wx.EVT_BUTTON,self._on_mag_help)
2955	sizer.Add(orient_angle, (iy, ix), (1, 1),
2956	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2957	iy += 1
2958	sizer.Add(mag_on_button,(iy, ix ),(1,1),
2959	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2960	sizer.Add(mag_help_button,(iy, ix + 1),(1,1),
2961	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2962
2963	#handle the magnetic buttons
2964	if not self._has_magnetic:
2965	mag_on_button.Show(False)
2966	elif not self.data.__class__.__name__ == "Data2D":
2967	mag_on_button.Show(False)
2968	else:
2969	mag_on_button.Show(True)
2970	mag_help_button.Show(False)
2971	if mag_on_button.IsShown():
2972	if self.magnetic_on:
2973	mag_on_button.SetLabel("Magnetic OFF")
2974	mag_help_button.Show(True)
2975	else:
2976	mag_on_button.SetLabel("Magnetic ON")
2977	mag_help_button.Show(False)
2978
2979	if not self.data.__class__.__name__ == "Data2D" and \
2980	not self.enable2D:
2981	orient_angle.Hide()
2982	else:
2983	orient_angle.Show(True)
2984	break
2985
2986	#For Gaussian only
2987	if type.lower() != "array":
2988	for item in self.model.orientation_params:
2989	if not self.magnetic_on:
2990	if item in self.model.magnetic_params:
2991	continue
2992	if not item in self.disp_list:
2993	##prepare a spot to store min max
2994	if not item in self.model.details:
2995	self.model.details[item] = ["", None, None]
2996
2997	iy += 1
2998	ix = 0
2999	## add parameters name with checkbox for selecting to fit
3000	cb = wx.CheckBox(self, -1, item)
3001	cb.SetValue(CHECK_STATE)
3002	cb.SetToolTipString("Check mark to fit")
3003	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3004	if self.data.__class__.__name__ == "Data2D" or \
3005	self.enable2D:
3006	cb.Show(True)
3007	else:
3008	cb.Hide()
3009	sizer.Add(cb, (iy, ix), (1, 1),
3010	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
3011
3012	## add parameter value
3013	ix += 1
3014	value = self.model.getParam(item)
3015	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
3016	style=wx.TE_PROCESS_ENTER)
3017	ctl1.SetToolTipString(\
3018	"Hit 'Enter' after typing to update the plot.")
3019	ctl1.SetValue(format_number(value, True))
3020	if self.data.__class__.__name__ == "Data2D" or \
3021	self.enable2D:
3022	ctl1.Show(True)
3023	else:
3024	ctl1.Hide()
3025	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
3026	## text to show error sign
3027	ix += 1
3028	text2 = wx.StaticText(self, -1, '+/-')
3029	sizer.Add(text2, (iy, ix), (1, 1), \
3030	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3031
3032	text2.Hide()
3033	ix += 1
3034	ctl2 = wx.TextCtrl(self, -1,
3035	size=(_BOX_WIDTH / 1.2, 20), style=0)
3036	sizer.Add(ctl2, (iy, ix), (1, 1),
3037	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3038
3039	ctl2.Hide()
3040
3041	ix += 1
3042	ctl3 = self.ModelTextCtrl(self, -1,
3043	size=(_BOX_WIDTH / 1.8, 20),
3044	style=wx.TE_PROCESS_ENTER,
3045	text_enter_callback=self._onparamRangeEnter)
3046
3047	sizer.Add(ctl3, (iy, ix), (1, 1),
3048	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3049	ctl3.Hide()
3050
3051	ix += 1
3052	ctl4 = self.ModelTextCtrl(self, -1,
3053	size=(_BOX_WIDTH / 1.8, 20),
3054	style=wx.TE_PROCESS_ENTER,
3055	text_enter_callback=self._onparamRangeEnter)
3056	sizer.Add(ctl4, (iy, ix), (1, 1),
3057	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3058
3059	ctl4.Hide()
3060
3061	if self.data.__class__.__name__ == "Data2D" or \
3062	self.enable2D:
3063	if self.is_mac:
3064	text2.Show(True)
3065	ctl2.Show(True)
3066	ctl3.Show(True)
3067	ctl4.Show(True)
3068
3069	ix += 1
3070	# Units
3071	if item in self.model.details:
3072	units = wx.StaticText(self, -1,
3073	self.model.details[item][0],
3074	style=wx.ALIGN_LEFT)
3075	else:
3076	units = wx.StaticText(self, -1, "",
3077	style=wx.ALIGN_LEFT)
3078	if self.data.__class__.__name__ == "Data2D" or \
3079	self.enable2D:
3080	units.Show(True)
3081	else:
3082	units.Hide()
3083
3084	sizer.Add(units, (iy, ix), (1, 1),
3085	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3086
3087	self.parameters.append([cb, item, ctl1,
3088	text2, ctl2, ctl3, ctl4, units])
3089	self.orientation_params.append([cb, item, ctl1,
3090	text2, ctl2, ctl3, ctl4, units])
3091
3092	iy += 1
3093	box_description.SetForegroundColour(wx.BLUE)
3094	#Display units text on panel
3095	for item in keys:
3096	if item in self.model.details:
3097	self.text2_4.Show()
3098	#Fill the list of fittable parameters
3099	self.get_all_checked_params()
3100	self.save_current_state_fit()
3101	boxsizer1.Add(sizer)
3102	self.sizer3.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
3103	self.sizer3.Layout()
3104	self.Layout()
3105
3106	def on_right_down(self, event):
3107	"""
3108	Get key stroke event
3109	"""
3110	if self.data == None:
3111	return
3112	# Figuring out key combo: Cmd for copy, Alt for paste
3113	if event.AltDown() and event.ShiftDown():
3114	self._manager.show_ftol_dialog()
3115	flag = True
3116	elif event.AltDown() or event.ShiftDown():
3117	flag = False
3118	else:
3119	return
3120	# make event free
3121	event.Skip()
3122	# messages depending on the flag
3123	if not flag:
3124	msg = " Could not open ftol dialog;"
3125	msg += " Check if the Scipy fit engine is selected in the menubar."
3126	infor = 'warning'
3127	# inform msg to wx
3128	wx.PostEvent(self.parent.parent,
3129	StatusEvent(status=msg, info=infor))
3130
3131	def _onModel2D(self, event):
3132	"""
3133	toggle view of model from 1D to 2D or 2D from 1D
3134	"""
3135	if self.model_view.GetLabelText() == "Show 2D":
3136	self.model_view.SetLabel("Show 1D")
3137	self.enable2D = True
3138
3139	else:
3140	self.model_view.SetLabel("Show 2D")
3141	self.enable2D = False
3142	self.Show(False)
3143	self.create_default_data()
3144	self._manager.store_data(self.uid, data_list=[self.data])
3145
3146	self.set_model_param_sizer(self.model)
3147	self._set_sizer_dispersion()
3148	self._set_weight(is_2D=self.enable2D)
3149	self._set_smear_buttons()
3150	self.Show(True)
3151	self.SetupScrolling()
3152	self._draw_model()
3153
3154	self.state.enable2D = copy.deepcopy(self.enable2D)
3155
3156	def _set_smear_buttons(self):
3157	"""
3158	Set semarer radio buttons
3159	"""
3160	# more disables for 2D
3161	if self.data.__class__.__name__ == "Data2D" or \
3162	self.enable2D:
3163	self.slit_smearer.Disable()
3164	self.pinhole_smearer.Enable(True)
3165	self.default_mask = copy.deepcopy(self.data.mask)
3166	else:
3167	self.slit_smearer.Enable(True)
3168	self.pinhole_smearer.Enable(True)
3169
3170
3171	class BGTextCtrl(wx.TextCtrl):
3172	"""
3173	Text control used to display outputs.
3174	No editing allowed. The background is
3175	grayed out. User can't select text.
3176	"""
3177	def __init__(self, args, *kwds):
3178	wx.TextCtrl.__init__(self, args, *kwds)
3179	self.SetEditable(False)
3180	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3181
3182	# Bind to mouse event to avoid text highlighting
3183	# The event will be skipped once the call-back
3184	# is called.
3185	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3186
3187	def _click(self, event):
3188	"""
3189	Prevent further handling of the mouse event
3190	by not calling Skip().
3191	"""
3192	pass

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 6550b64

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