fitpage.py @ 1153d0e

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 1153d0e was 1153d0e, checked in by Jae Cho <jhjcho@…>, 13 years ago
removed incorrect dialog msg
Property mode set to `100644`
File size: 132.8 KB

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2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	#from sans.dataloader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	import basepage
25	from basepage import BasicPage
26	from basepage import PageInfoEvent
27	from sans.models.qsmearing import smear_selection
28
29
30	class FitPage(BasicPage):
31	"""
32	FitPanel class contains fields allowing to display results when
33	fitting a model and one data
34
35	:note: For Fit to be performed the user should check at least one parameter
36	on fit Panel window.
37	"""
38
39	def __init__(self,parent, color='rand'):
40	"""
41	Initialization of the Panel
42	"""
43	BasicPage.__init__(self, parent, color=color)
44
45	## draw sizer
46	self._fill_data_sizer()
47	self.is_2D = None
48	self.fit_started = False
49	self.weightbt_string = None
50	# get smear info from data
51	self._get_smear_info()
52	self._fill_model_sizer( self.sizer1)
53	self._get_defult_custom_smear()
54	self._fill_range_sizer()
55	self._set_smear(self.data)
56	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
57	# bind key event
58	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
59	self._set_bookmark_flag(False)
60	self._set_save_flag(False)
61	self._set_preview_flag(False)
62	self._set_copy_flag(False)
63	self._set_paste_flag(False)
64	self.btFit.SetFocus()
65	self.enable_fit_button()
66	self.fill_data_combobox(data_list=self.data_list)
67	#create a default data for an empty panel
68	self.create_default_data()
69
70	def enable_fit_button(self):
71	"""
72	Enable fit button if data is valid and model is valid
73	"""
74	flag = check_data_validity(self.data) & (self.model is not None)
75	self.btFit.Enable(flag)
76
77	def _fill_data_sizer(self):
78	"""
79	fill sizer 0 with data info
80	"""
81	box_description= wx.StaticBox(self, -1, 'I(q) Data Source')
82	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
83	#----------------------------------------------------------
84	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
85	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
86	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
87	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
88	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
89	sizer_data.Add(self.dataSource)
90	sizer_data.Add( (0,5) )
91	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
92	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
93	self.sizer0.Layout()
94
95	def enable_datasource(self):
96	"""
97	Enable or disable data source control depending on existing data
98	"""
99	if not self.data_list:
100	self.dataSource.Disable()
101	else:
102	self.dataSource.Enable()
103
104	def fill_data_combobox(self, data_list):
105	"""
106	Get a list of data and fill the corresponding combobox
107	"""
108	self.dataSource.Clear()
109	self.data_list = data_list
110	self.enable_datasource()
111	if len(data_list) > 0:
112	#find the maximum range covering all data
113	qmin, qmax, npts = self.compute_data_set_range(data_list)
114	self.qmin_data_set = qmin
115	self.qmax_data_set = qmax
116	self.npts_data_set = npts
117
118	self.qmin.SetValue(str(self.qmin_data_set))
119	self.qmax.SetValue(str(self.qmax_data_set))
120	self.qmin.SetBackgroundColour("white")
121	self.qmax.SetBackgroundColour("white")
122	self.qmin_x = self.qmin_data_set
123	self.qmax_x = self.qmax_data_set
124	self.state.qmin = self.qmin_x
125	self.state.qmax = self.qmax_x
126
127	for data in self.data_list:
128	if data is not None:
129	self.dataSource.Append(str(data.name), clientData=data)
130	self.dataSource.SetSelection(0)
131	self.on_select_data(event=None)
132
133	def on_select_data(self, event=None):
134	"""
135	"""
136	if event is None and self.dataSource.GetCount() > 0:
137	data = self.dataSource.GetClientData(0)
138	self.set_data(data)
139	elif self.dataSource.GetCount() > 0:
140	pos = self.dataSource.GetSelection()
141	data = self.dataSource.GetClientData(pos)
142	self.set_data(data)
143
144
145
146	def _on_fit_complete(self):
147	"""
148	When fit is complete ,reset the fit button label.
149	"""
150	self.btFit.SetLabel("Fit")
151	self.bind_fit_button()
152
153	def _is_2D(self):
154	"""
155	Check if data_name is Data2D
156
157	:return: True or False
158
159	"""
160	if self.data.__class__.__name__ == "Data2D" or \
161	self.enable2D:
162	return True
163	return False
164
165	def _on_engine_change(self, name):
166	"""
167	get the current name of the fit engine type
168	and update the panel accordingly
169	"""
170
171	self.engine_type = str(name)
172	self.state.engine_type = self.engine_type
173	if not self.is_mac:
174	if len(self.parameters) == 0:
175	self.Layout()
176	return
177	self.Layout()
178	self.Refresh()
179
180
181
182	def _fill_range_sizer(self):
183	"""
184	Fill the sizer containing the plotting range
185	add access to npts
186	"""
187	is_2Ddata = False
188
189	# Check if data is 2D
190	if self.data.__class__.__name__ == "Data2D" or \
191	self.enable2D:
192	is_2Ddata = True
193
194	title = "Fitting"
195	#smear messages & titles
196	smear_message_none = "No smearing is selected..."
197	smear_message_dqdata = "The dQ data is being used for smearing..."
198	smear_message_2d = \
199	"Higher accuracy is very time-expensive. Use it with care..."
200	smear_message_new_ssmear = \
201	"Please enter only the value of interest to customize smearing..."
202	smear_message_new_psmear = \
203	"Please enter both; the dQ will be generated by interpolation..."
204	smear_message_2d_x_title = "<dQp>[1/A]:"
205	smear_message_2d_y_title = "<dQs>[1/A]:"
206	smear_message_pinhole_min_title = "dQ_low[1/A]:"
207	smear_message_pinhole_max_title = "dQ_high[1/A]:"
208	smear_message_slit_height_title = "Slit height[1/A]:"
209	smear_message_slit_width_title = "Slit width[1/A]:"
210
211	self._get_smear_info()
212
213	#Sizers
214	box_description_range = wx.StaticBox(self, -1,str(title))
215	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
216	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
217	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
218	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
219	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
220	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
221	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
222	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
223	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
224
225	weighting_set_box= wx.StaticBox(self, -1,\
226	'Set Weighting by Selecting dI Source')
227	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
228	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
229	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
230	#Filling the sizer containing weighting info.
231	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
232	style=wx.RB_GROUP)
233	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
234	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
235	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
236	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
237	id=self.dI_noweight.GetId())
238	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
239	id=self.dI_didata.GetId())
240	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
241	id=self.dI_sqrdata.GetId())
242	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
243	id=self.dI_idata.GetId())
244	self.dI_didata.SetValue(True)
245	# add 4 types of weighting to the sizer
246	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
247	sizer_weighting.Add((14,10))
248	sizer_weighting.Add( self.dI_didata)
249	sizer_weighting.Add((14,10))
250	sizer_weighting.Add( self.dI_sqrdata)
251	sizer_weighting.Add((14,10))
252	sizer_weighting.Add( self.dI_idata)
253	sizer_weighting.Add((10,10))
254	self.dI_noweight.Enable(False)
255	self.dI_didata.Enable(False)
256	self.dI_sqrdata.Enable(False)
257	self.dI_idata.Enable(False)
258	weighting_box.Add(sizer_weighting)
259
260	sizer_fit = wx.GridSizer(2, 4, 2, 6)
261
262	# combobox for smear2d accuracy selection
263	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
264	style=wx.CB_READONLY)
265	self._set_accuracy_list()
266	self.smear_accuracy.SetValue(self.smear2d_accuracy)
267	self.smear_accuracy.SetSelection(0)
268	self.smear_accuracy.SetToolTipString(\
269	"'Higher' uses more Gaussian points for smearing computation.")
270
271	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
272
273	#Fit button
274	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
275	self.default_bt_colour = self.btFit.GetDefaultAttributes()
276	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
277	self.btFit.SetToolTipString("Start fitting.")
278
279	#textcntrl for custom resolution
280	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
281	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
282	text_enter_callback = self.onPinholeSmear)
283	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
284	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
285	text_enter_callback = self.onPinholeSmear)
286	self.smear_slit_height= self.ModelTextCtrl(self, -1,
287	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
288	text_enter_callback = self.onSlitSmear)
289	self.smear_slit_width = self.ModelTextCtrl(self, -1,
290	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
291	text_enter_callback = self.onSlitSmear)
292
293	## smear
294	self.smear_data_left= BGTextCtrl(self, -1,
295	size=(_BOX_WIDTH-25,20), style=0)
296	self.smear_data_left.SetValue(str(self.dq_l))
297	self.smear_data_right = BGTextCtrl(self, -1,
298	size=(_BOX_WIDTH-25,20), style=0)
299	self.smear_data_right.SetValue(str(self.dq_r))
300
301	#set default values for smear
302	self.smear_pinhole_max.SetValue(str(self.dx_max))
303	self.smear_pinhole_min.SetValue(str(self.dx_min))
304	self.smear_slit_height.SetValue(str(self.dxl))
305	self.smear_slit_width.SetValue(str(self.dxw))
306
307	#Filling the sizer containing instruments smearing info.
308	self.disable_smearer = wx.RadioButton(self, -1,
309	'None', style=wx.RB_GROUP)
310	self.enable_smearer = wx.RadioButton(self, -1,
311	'Use dQ Data')
312	#self.enable_smearer.SetToolTipString(
313	#"Click to use the loaded dQ data for smearing.")
314	self.pinhole_smearer = wx.RadioButton(self, -1,
315	'Custom Pinhole Smear')
316	#self.pinhole_smearer.SetToolTipString
317	#("Click to input custom resolution for pinhole smearing.")
318	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
319	#self.slit_smearer.SetToolTipString
320	#("Click to input custom resolution for slit smearing.")
321	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
322	id=self.disable_smearer.GetId())
323	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
324	id=self.enable_smearer.GetId())
325	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
326	id=self.pinhole_smearer.GetId())
327	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
328	id=self.slit_smearer.GetId())
329	self.disable_smearer.SetValue(True)
330
331	# add 4 types of smearing to the sizer
332	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
333	sizer_smearer.Add((10,10))
334	sizer_smearer.Add( self.enable_smearer)
335	sizer_smearer.Add((10,10))
336	sizer_smearer.Add( self.pinhole_smearer )
337	sizer_smearer.Add((10,10))
338	sizer_smearer.Add( self.slit_smearer )
339	sizer_smearer.Add((10,10))
340
341	# StaticText for chi2, N(for fitting), Npts
342	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
343	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
344	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
345	self.Npts_fit.SetToolTipString(\
346	" Npts : number of points selected for fitting")
347	self.Npts_total = self.ModelTextCtrl(self, -1,
348	size=(_BOX_WIDTH, 20),
349	style=wx.TE_PROCESS_ENTER,
350	text_enter_callback=self._onQrangeEnter)
351	self.Npts_total.SetValue(format_number(self.npts_x))
352	self.Npts_total.SetToolTipString(\
353	" Total Npts : total number of data points")
354
355	# Update and Draw button
356	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
357	self.draw_button.Bind(wx.EVT_BUTTON, \
358	self._onDraw,id= self.draw_button.GetId())
359	self.draw_button.SetToolTipString("Compute and Draw.")
360
361	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
362	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
363	box_description_3= wx.StaticText(self, -1,'Total Npts')
364	box_description_3.SetToolTipString( \
365	" Total Npts : total number of data points")
366	#box_description_4= wx.StaticText(self, -1,' ')
367
368
369	sizer_fit.Add(box_description_1,0,0)
370	sizer_fit.Add(box_description_2,0,0)
371	sizer_fit.Add(box_description_3,0,0)
372	sizer_fit.Add(self.draw_button,0,0)
373	sizer_fit.Add(self.tcChi,0,0)
374	sizer_fit.Add(self.Npts_fit ,0,0)
375	sizer_fit.Add(self.Npts_total,0,0)
376	sizer_fit.Add(self.btFit,0,0)
377
378	# StaticText for smear
379	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
380	self.smear_description_none = wx.StaticText(self, -1,
381	smear_message_none , style=wx.ALIGN_LEFT)
382	self.smear_description_dqdata = wx.StaticText(self,
383	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
384	self.smear_description_type = wx.StaticText(self,
385	-1, "Type:" , style=wx.ALIGN_LEFT)
386	self.smear_description_accuracy_type = wx.StaticText(self, -1,
387	"Accuracy:" , style=wx.ALIGN_LEFT)
388	self.smear_description_smear_type = BGTextCtrl(self, -1,
389	size=(57,20), style=0)
390	self.smear_description_smear_type.SetValue(str(self.dq_l))
391	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
392	self.smear_description_2d = wx.StaticText(self, -1,
393	smear_message_2d , style=wx.ALIGN_LEFT)
394	self.smear_message_new_s = wx.StaticText(self, -1,
395	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
396	self.smear_message_new_p = wx.StaticText(self, -1,
397	smear_message_new_psmear , style=wx.ALIGN_LEFT)
398	self.smear_description_2d_x = wx.StaticText(self, -1,
399	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
400	self.smear_description_2d_x.SetToolTipString(\
401	" dQp(parallel) in q_r direction.")
402	self.smear_description_2d_y = wx.StaticText(self, -1,
403	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
404	self.smear_description_2d_y.SetToolTipString(\
405	" dQs(perpendicular) in q_phi direction.")
406	self.smear_description_pin_min = wx.StaticText(self, -1,
407	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
408	self.smear_description_pin_max = wx.StaticText(self, -1,
409	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
410	self.smear_description_slit_height = wx.StaticText(self, -1,
411	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
412	self.smear_description_slit_width = wx.StaticText(self, -1,
413	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
414
415	#arrange sizers
416	#boxsizer1.Add( self.tcChi )
417	self.sizer_set_smearer.Add(sizer_smearer )
418	self.sizer_set_smearer.Add((10,10))
419	self.sizer_set_smearer.Add( self.smear_description_none,
420	0, wx.CENTER, 10 )
421	self.sizer_set_smearer.Add( self.smear_description_dqdata,
422	0, wx.CENTER, 10 )
423	self.sizer_set_smearer.Add( self.smear_description_2d,
424	0, wx.CENTER, 10 )
425	self.sizer_new_smear.Add( self.smear_description_type,
426	0, wx.CENTER, 10 )
427	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
428	0, wx.CENTER, 10 )
429	self.sizer_new_smear.Add( self.smear_accuracy )
430	self.sizer_new_smear.Add( self.smear_description_smear_type,
431	0, wx.CENTER, 10 )
432	self.sizer_new_smear.Add((15,-1))
433	self.sizer_new_smear.Add( self.smear_description_2d_x,
434	0, wx.CENTER, 10 )
435	self.sizer_new_smear.Add( self.smear_description_pin_min,
436	0, wx.CENTER, 10 )
437	self.sizer_new_smear.Add( self.smear_description_slit_height,
438	0, wx.CENTER, 10 )
439
440	self.sizer_new_smear.Add( self.smear_pinhole_min,
441	0, wx.CENTER, 10 )
442	self.sizer_new_smear.Add( self.smear_slit_height,
443	0, wx.CENTER, 10 )
444	self.sizer_new_smear.Add( self.smear_data_left,
445	0, wx.CENTER, 10 )
446	self.sizer_new_smear.Add((20,-1))
447	self.sizer_new_smear.Add( self.smear_description_2d_y,
448	0, wx.CENTER, 10 )
449	self.sizer_new_smear.Add( self.smear_description_pin_max,
450	0, wx.CENTER, 10 )
451	self.sizer_new_smear.Add( self.smear_description_slit_width,
452	0, wx.CENTER, 10 )
453
454	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
455	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
456	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
457
458	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
459	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
460	self.sizer_set_smearer.Add((5,2))
461	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
462
463	# add all to chi2 sizer
464	sizer_smearer_box.Add(self.sizer_set_smearer)
465	sizer_chi2.Add(sizer_smearer_box)
466	sizer_chi2.Add((-1,5))
467	sizer_chi2.Add(weighting_box)
468	sizer_chi2.Add((-1,5))
469
470	# hide all smear messages and textctrl
471	self._hide_all_smear_info()
472
473	# get smear_selection
474	self.current_smearer= smear_selection( self.data, self.model )
475
476	# Show only the relevant smear messages, etc
477	if self.current_smearer == None:
478	if not is_2Ddata:
479	self.smear_description_none.Show(True)
480	self.enable_smearer.Disable()
481	else:
482	self.smear_description_none.Show(True)
483	#self.smear_description_2d.Show(True)
484	#self.pinhole_smearer.Disable()
485	self.slit_smearer.Disable()
486	#self.enable_smearer.Disable()
487	if self.data == None:
488	self.slit_smearer.Disable()
489	self.pinhole_smearer.Disable()
490	self.enable_smearer.Disable()
491	else: self._show_smear_sizer()
492	boxsizer_range.Add(self.sizer_set_masking)
493	#2D data? default
494	is_2Ddata = False
495
496	#check if it is 2D data
497	if self.data.__class__.__name__ == "Data2D" or \
498	self.enable2D:
499	is_2Ddata = True
500
501	self.sizer5.Clear(True)
502
503	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
504	style=wx.TE_PROCESS_ENTER,
505	text_enter_callback = self._onQrangeEnter)
506	self.qmin.SetValue(str(self.qmin_x))
507	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
508
509	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
510	style=wx.TE_PROCESS_ENTER,
511	text_enter_callback=self._onQrangeEnter)
512	self.qmax.SetValue(str(self.qmax_x))
513	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
514	"""
515	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
516	style=wx.TE_PROCESS_ENTER,
517	text_enter_callback=self._onQrangeEnter)
518	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
519	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
520	"""
521	id = wx.NewId()
522	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
523
524	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
525	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
526
527	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
528	sizer= wx.GridSizer(2, 4, 2, 6)
529
530	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
531	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
532	self.btEditMask.SetToolTipString("Edit Mask.")
533	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
534
535	sizer.Add(wx.StaticText(self, -1, ' Q range'))
536	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
537	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
538	sizer.Add(self.EditMask_title)
539	#sizer.Add(wx.StaticText(self, -1, ''))
540	sizer.Add(self.reset_qrange)
541	sizer.Add(self.qmin)
542	sizer.Add(self.qmax)
543	#sizer.Add(self.theory_npts_tcrtl)
544	sizer.Add(self.btEditMask)
545	boxsizer_range.Add(sizer_chi2)
546	boxsizer_range.Add((10,10))
547	boxsizer_range.Add(sizer)
548
549	boxsizer_range.Add((10,15))
550	boxsizer_range.Add(sizer_fit)
551	if is_2Ddata:
552	self.btEditMask.Enable()
553	self.EditMask_title.Enable()
554	else:
555	self.btEditMask.Disable()
556	self.EditMask_title.Disable()
557	## save state
558	self.save_current_state()
559	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
560	self.sizer5.Layout()
561
562
563	def _fill_model_sizer(self, sizer):
564	"""
565	fill sizer containing model info
566	"""
567	##Add model function Details button in fitpanel.
568	##The following 3 lines are for Mac. Let JHC know before modifying...
569	title = "Model"
570	self.formfactorbox = None
571	self.multifactorbox = None
572	self.mbox_description= wx.StaticBox(self, -1,str(title))
573	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
574
575	id = wx.NewId()
576	self.model_help =wx.Button(self,id,'Details', size=(80,23))
577	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
578	self.model_help.SetToolTipString("Model Function Help")
579	id = wx.NewId()
580	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
581	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
582	hint = "toggle view of model from 1D to 2D or 2D to 1D"
583	self.model_view.SetToolTipString(hint)
584
585	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
586	style=wx.RB_GROUP)
587	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
588	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
589	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
590
591	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
592	id= self.shape_rbutton.GetId())
593	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
594	id= self.shape_indep_rbutton.GetId())
595	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
596	id= self.struct_rbutton.GetId())
597	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
598	id= self.plugin_rbutton.GetId())
599	#MAC needs SetValue
600	self.shape_rbutton.SetValue(True)
601
602	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
603	sizer_radiobutton.Add(self.shape_rbutton)
604	sizer_radiobutton.Add(self.shape_indep_rbutton)
605	#sizer_radiobutton.Add((5, 5))
606	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
607	sizer_radiobutton.Add(self.plugin_rbutton)
608	sizer_radiobutton.Add(self.struct_rbutton)
609	#sizer_radiobutton.Add((5, 5))
610	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
611
612	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
613	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
614
615	self.text1 = wx.StaticText(self,-1,"" )
616	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
617	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
618	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
619	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
620	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
621
622	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
623	if self.model!= None:
624	self.formfactorbox.SetValue(self.model.name)
625	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
626	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
627	self.initialize_combox()
628	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
629
630	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
631	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
632	## check model type to show sizer
633	if self.model !=None:
634	self._set_model_sizer_selection(self.model)
635
636	sizer_selection.Add(self.text1)
637	sizer_selection.Add((5, 5))
638	sizer_selection.Add(self.formfactorbox)
639	sizer_selection.Add((5, 5))
640	sizer_selection.Add(self.text2)
641	sizer_selection.Add((5, 5))
642	sizer_selection.Add(self.structurebox)
643
644	mutifactor_selection.Add((10,5))
645	mutifactor_selection.Add(self.mutifactor_text)
646	mutifactor_selection.Add(self.multifactorbox)
647	mutifactor_selection.Add((5, 5))
648	mutifactor_selection.Add(self.mutifactor_text1)
649	mutifactor_selection.Add((10, 5))
650	mutifactor_selection.Add(self.show_sld_button)
651
652
653	boxsizer1.Add(sizer_radiobutton)
654	boxsizer1.Add((10, 10))
655	boxsizer1.Add(sizer_selection)
656	boxsizer1.Add((10, 10))
657	boxsizer1.Add(mutifactor_selection)
658
659	self._set_multfactor_combobox()
660	self.multifactorbox.SetSelection(1)
661	self.show_sld_button.Hide()
662	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
663	sizer.Layout()
664
665	def _set_sizer_dispersion(self):
666	"""
667	draw sizer with gaussian dispersity parameters
668	"""
669	self.fittable_param=[]
670	self.fixed_param=[]
671	self.orientation_params_disp=[]
672
673	self.sizer4_4.Clear(True)
674	if self.model==None:
675	##no model is selected
676	return
677	if not self.enable_disp.GetValue():
678	## the user didn't select dispersity display
679	return
680
681	self._reset_dispersity()
682
683	## fill a sizer with the combobox to select dispersion type
684	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
685	model_disp = wx.StaticText(self, -1, 'Function')
686
687	import sans.models.dispersion_models
688	self.polydisp= sans.models.dispersion_models.models
689
690	ix = 0
691	iy = 0
692	disp = wx.StaticText(self, -1, ' ')
693	self.sizer4_4.Add(disp,( iy, ix),(1,1),
694	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
695	ix += 1
696	values = wx.StaticText(self, -1, 'PD[ratio]')
697	polytext = "Polydispersity (= STD/mean); "
698	polytext += "the standard deviation over the mean value."
699	values.SetToolTipString(polytext)
700
701	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
702	0)
703	ix +=2
704	if self.is_mac:
705	err_text = 'Error'
706	else:
707	err_text = ''
708	self.text_disp_1 = wx.StaticText(self, -1, err_text)
709	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
710	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
711
712
713	ix +=1
714	self.text_disp_min = wx.StaticText(self, -1, 'Min')
715	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
716	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
717
718	ix +=1
719	self.text_disp_max = wx.StaticText(self, -1, 'Max')
720	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
721	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
722
723	ix += 1
724	npts = wx.StaticText(self, -1, 'Npts')
725	npts.SetToolTipString("Number of sampling points for the numerical\n\
726	integration over the distribution function.")
727	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
728	ix += 1
729	nsigmas = wx.StaticText(self, -1, 'Nsigs')
730	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
731	of the distribution function will be used for weighting. \n\
732	The value '3' covers 99.5% for Gaussian distribution \n\
733	function. Note: Not recommended to change this value.")
734	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
735	0)
736	ix +=1
737	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
738	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
739
740	if self.engine_type=="park":
741	self.text_disp_max.Show(True)
742	self.text_disp_min.Show(True)
743
744	for item in self.model.dispersion.keys():
745	if not item in self.model.orientation_params:
746	if not self.disp_cb_dict.has_key(item):
747	self.disp_cb_dict[item]= None
748	name0="Distribution of " + item
749	name1=item+".width"
750	name2=item+".npts"
751	name3=item+".nsigmas"
752	if not self.model.details.has_key(name1):
753	self.model.details [name1] = ["",None,None]
754
755	iy += 1
756	for p in self.model.dispersion[item].keys():
757
758	if p=="width":
759	ix = 0
760	cb = wx.CheckBox(self, -1, name0, (10, 10))
761	cb.SetToolTipString("Check mark to fit")
762	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
763	self.sizer4_4.Add( cb,( iy, ix),(1,1),
764	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
765	5)
766	ix = 1
767	value= self.model.getParam(name1)
768	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
769	,style=wx.TE_PROCESS_ENTER)
770	ctl1.SetLabel('PD[ratio]')
771	poly_text = "Polydispersity (STD/mean) of %s\n" % item
772	poly_text += "STD: the standard deviation"
773	poly_text += " from the mean value."
774	ctl1.SetToolTipString(poly_text)
775	ctl1.SetValue(str (format_number(value, True)))
776	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
777	## text to show error sign
778	ix = 2
779	text2=wx.StaticText(self, -1, '+/-')
780	self.sizer4_4.Add(text2,(iy, ix),(1,1),
781	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
782	if not self.is_mac:
783	text2.Hide()
784
785	ix = 3
786	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
787	style=0)
788
789	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
790	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
791	if not self.is_mac:
792	ctl2.Hide()
793
794	ix = 4
795	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
796	20), style=wx.TE_PROCESS_ENTER,
797	text_enter_callback = self._onparamRangeEnter)
798
799	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
800	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
801
802
803	ix = 5
804	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
805	20), style=wx.TE_PROCESS_ENTER,
806	text_enter_callback = self._onparamRangeEnter)
807
808	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
809	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
810
811
812	if self.engine_type=="park":
813	ctl3.Show(True)
814	ctl4.Show(True)
815
816	elif p=="npts":
817	ix = 6
818	value= self.model.getParam(name2)
819	Tctl = self.ModelTextCtrl(self, -1,
820	size=(_BOX_WIDTH/2.2,20),
821	style=wx.TE_PROCESS_ENTER)
822
823	Tctl.SetValue(str (format_number(value)))
824	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
825	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
826	self.fixed_param.append([None,name2, Tctl,None,None,
827	None, None,None])
828	elif p=="nsigmas":
829	ix = 7
830	value= self.model.getParam(name3)
831	Tct2 = self.ModelTextCtrl(self, -1,
832	size=(_BOX_WIDTH/2.2,20),
833	style=wx.TE_PROCESS_ENTER)
834
835	Tct2.SetValue(str (format_number(value)))
836	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
837	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
838	#ix +=1
839	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
840	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
841
842	self.fixed_param.append([None, name3, Tct2,
843	None, None, None,
844	None, None])
845
846
847	ix = 8
848	disp_box = wx.ComboBox(self, -1,size=(65,-1),
849	style=wx.CB_READONLY, name = '%s'% name1)
850	for key, value in self.polydisp.iteritems():
851	name_disp = str(key)
852	disp_box.Append(name_disp,value)
853	disp_box.SetStringSelection("gaussian")
854	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
855	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
856	self.fittable_param.append([cb,name1,ctl1,text2,
857	ctl2, ctl3, ctl4, disp_box])
858
859	ix =0
860	iy +=1
861	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
862	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
863	first_orient = True
864	for item in self.model.dispersion.keys():
865	if item in self.model.orientation_params:
866	if not self.disp_cb_dict.has_key(item):
867	self.disp_cb_dict[item]= None
868	name0="Distribution of " + item
869	name1=item+".width"
870	name2=item+".npts"
871	name3=item+".nsigmas"
872
873	if not self.model.details.has_key(name1):
874	self.model.details [name1] = ["",None,None]
875
876
877	iy += 1
878	for p in self.model.dispersion[item].keys():
879
880	if p=="width":
881	ix = 0
882	cb = wx.CheckBox(self, -1, name0, (10, 10))
883	cb.SetToolTipString("Check mark to fit")
884	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
885	self.sizer4_4.Add( cb,( iy, ix),(1,1),
886	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
887	5)
888	if self.data.__class__.__name__ == "Data2D" or \
889	self.enable2D:
890	cb.Show(True)
891	elif cb.IsShown():
892	cb.Hide()
893	ix = 1
894	value= self.model.getParam(name1)
895	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
896	20),style=wx.TE_PROCESS_ENTER)
897	poly_tip = "Absolute Sigma for %s." % item
898	ctl1.SetToolTipString(poly_tip)
899	ctl1.SetValue(str (format_number(value, True)))
900	if self.data.__class__.__name__ == "Data2D" or \
901	self.enable2D:
902	if first_orient:
903	values.SetLabel('PD[ratio], Sig[deg]')
904	poly_text = "PD(polydispersity for lengths):\n"
905	poly_text += "It should be a value between"
906	poly_text += "0 and 1\n"
907	poly_text += "Sigma for angles: \n"
908	poly_text += "It is the STD (ratio*mean)"
909	poly_text += " of the distribution.\n "
910
911	values.SetToolTipString(poly_text)
912	first_orient = False
913	ctl1.Show(True)
914	elif ctl1.IsShown():
915	ctl1.Hide()
916
917	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
918	## text to show error sign
919	ix = 2
920	text2=wx.StaticText(self, -1, '+/-')
921	self.sizer4_4.Add(text2,(iy, ix),(1,1),
922	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
923
924	text2.Hide()
925
926	ix = 3
927	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
928	style=0)
929
930	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
931	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
932
933	ctl2.Hide()
934	if self.data.__class__.__name__ == "Data2D" or \
935	self.enable2D:
936	if self.is_mac:
937	text2.Show(True)
938	ctl2.Show(True)
939
940	ix = 4
941	ctl3 = self.ModelTextCtrl(self, -1,
942	size=(_BOX_WIDTH/2,20),
943	style=wx.TE_PROCESS_ENTER,
944	text_enter_callback = self._onparamRangeEnter)
945
946	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
947	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
948
949	ctl3.Hide()
950
951	ix = 5
952	ctl4 = self.ModelTextCtrl(self, -1,
953	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
954	text_enter_callback = self._onparamRangeEnter)
955	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
956	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
957	ctl4.Hide()
958
959	if self.data.__class__.__name__ == "Data2D" or \
960	self.enable2D:
961	ctl3.Show(True)
962	ctl4.Show(True)
963
964	elif p=="npts":
965	ix = 6
966	value= self.model.getParam(name2)
967	Tctl = self.ModelTextCtrl(self, -1,
968	size=(_BOX_WIDTH/2.2, 20),
969	style=wx.TE_PROCESS_ENTER)
970
971	Tctl.SetValue(str (format_number(value)))
972	if self.data.__class__.__name__ == "Data2D" or \
973	self.enable2D:
974	Tctl.Show(True)
975	else:
976	Tctl.Hide()
977	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
978	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
979	self.fixed_param.append([None,name2, Tctl,None,None,
980	None, None,None])
981	self.orientation_params_disp.append([None,name2,
982	Tctl,None,None,
983	None, None,None])
984	elif p=="nsigmas":
985	ix = 7
986	value= self.model.getParam(name3)
987	Tct2 = self.ModelTextCtrl(self, -1,
988	size=(_BOX_WIDTH/2.2,20),
989	style=wx.TE_PROCESS_ENTER)
990
991	Tct2.SetValue(str (format_number(value)))
992	if self.data.__class__.__name__ == "Data2D" or \
993	self.enable2D:
994	Tct2.Show(True)
995	else:
996	Tct2.Hide()
997	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
998	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
999
1000
1001	self.fixed_param.append([None,name3, Tct2
1002	,None,None, None, None,None])
1003
1004	self.orientation_params_disp.append([None,name3,
1005	Tct2 ,None,None, None, None,None])
1006
1007
1008	ix = 8
1009	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1010	style=wx.CB_READONLY, name = '%s'% name1)
1011	for key, value in self.polydisp.iteritems():
1012	name_disp = str(key)
1013	disp_box.Append(name_disp,value)
1014	disp_box.SetStringSelection("gaussian")
1015	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1016	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1017	self.fittable_param.append([cb,name1,ctl1,text2,
1018	ctl2, ctl3, ctl4, disp_box])
1019	self.orientation_params_disp.append([cb,name1,ctl1,
1020	text2, ctl2, ctl3, ctl4, disp_box])
1021
1022	if self.data.__class__.__name__ == "Data2D" or \
1023	self.enable2D:
1024	disp_box.Show(True)
1025	else:
1026	disp_box.Hide()
1027
1028
1029	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1030
1031	self.state.model = self.model.clone()
1032	## save state into
1033	self.state.cb1 = self.cb1.GetValue()
1034	self._copy_parameters_state(self.parameters, self.state.parameters)
1035	self._copy_parameters_state(self.orientation_params_disp,
1036	self.state.orientation_params_disp)
1037	self._copy_parameters_state(self.fittable_param,
1038	self.state.fittable_param)
1039	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1040
1041
1042	wx.PostEvent(self.parent, StatusEvent(status=\
1043	" Selected Distribution: Gaussian"))
1044	#Fill the list of fittable parameters
1045	self.select_all_param(event=None)
1046
1047	self.Layout()
1048
1049
1050	def _onDraw(self, event):
1051	"""
1052	Update and Draw the model
1053	"""
1054	if self.model ==None:
1055	msg="Please select a Model first..."
1056	wx.MessageBox(msg, 'Info')
1057
1058	return
1059	flag = self._update_paramv_on_fit()
1060	wx.CallAfter(self._onparamEnter_helper)
1061	if not flag:
1062	msg= "The parameters are invalid"
1063	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1064	return
1065
1066
1067	def _onFit(self, event):
1068	"""
1069	Allow to fit
1070	"""
1071	if event != None:
1072	event.Skip()
1073	if len(self.parent._manager.fit_thread_list)>0 and\
1074	self.parent._manager._fit_engine != "park" and\
1075	self._manager.sim_page.uid == self.uid:
1076	msg = "The FitEnging will be set to 'ParkMC'\n"
1077	msg += " to fit with more than one data set..."
1078	wx.MessageBox(msg, 'Info')
1079	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1080	# "Fitting: %s"%msg))
1081
1082	if self.data is None:
1083	msg = "Please get Data first..."
1084	wx.MessageBox(msg, 'Info')
1085	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1086	"Fit: %s" % msg))
1087	return
1088	if self.model is None:
1089	msg = "Please select a Model first..."
1090	wx.MessageBox(msg, 'Info')
1091	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1092	"Fit: %s"%msg, type="stop"))
1093	return
1094
1095	if len(self.param_toFit) <= 0:
1096	msg= "Select at least one parameter to fit"
1097	wx.MessageBox(msg, 'Info')
1098	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1099	type="stop" ))
1100	return
1101
1102	flag = self._update_paramv_on_fit()
1103
1104	if not flag:
1105	msg= "Fitting range or parameters are invalid"
1106	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1107	type="stop"))
1108	return
1109
1110	self.select_param(event =None)
1111
1112	#Clear errors if exist from previous fitting
1113	#self._clear_Err_on_Fit()
1114
1115	# Remove or do not allow fitting on the Q=0 point, especially
1116	# when y(q=0)=None at x[0].
1117	self.qmin_x = float(self.qmin.GetValue())
1118	self.qmax_x = float(self.qmax.GetValue())
1119	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1120	self._manager.schedule_for_fit(uid=self.uid,value=1)
1121	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1122	qmax=self.qmax_x)
1123	#single fit
1124	self._manager.onFit(uid=self.uid)
1125	self.btFit.SetLabel("Stop")
1126	self.bind_fit_button()
1127
1128	def get_weight_flag(self):
1129	"""
1130	Get flag corresponding to a given weighting dI data.
1131	"""
1132	button_list = [self.dI_noweight,
1133	self.dI_didata,
1134	self.dI_sqrdata,
1135	self.dI_idata]
1136	flag = 1
1137	for item in button_list:
1138	if item.GetValue():
1139	if button_list.index(item) == 0:
1140	flag = 0 #dy = numpy.ones_like(dy_data)
1141	elif button_list.index(item) == 1:
1142	flag = 1 #dy = dy_data
1143	elif button_list.index(item) == 2:
1144	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1145	elif button_list.index(item) == 3:
1146	flag = 3 # dy = numpy.abs(data)
1147	break
1148	return flag
1149
1150	def bind_fit_button(self):
1151	"""
1152	bind the fit button to either fit handler or stop fit handler
1153	"""
1154	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1155	if self.btFit.GetLabel().lower() == "stop":
1156	self.fit_started = True
1157	self.btFit.SetForegroundColour('red')
1158	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1159	id=self.btFit.GetId())
1160	elif self.btFit.GetLabel().lower() == "fit":
1161	self.fit_started = False
1162	self.btFit.SetDefault()
1163	self.btFit.SetForegroundColour('black')
1164	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1165	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1166	id=self.btFit.GetId())
1167	else:
1168	msg = "FitPage: fit button has unknown label"
1169	raise ValuerError, msg
1170	self._manager._reset_schedule_problem(value=0)
1171
1172	def is_fitting(self):
1173	if self.fit_started:
1174	self._StopFit(event=None)
1175
1176	def _StopFit(self, event=None):
1177	"""
1178	Stop fit
1179	"""
1180	#time.sleep(0.1)
1181	if event != None:
1182	event.Skip()
1183	#if self.engine_type=="scipy":
1184	self._manager.stop_fit(self.uid)
1185	self._manager._reset_schedule_problem(value=0)
1186	self._on_fit_complete()
1187
1188	def rename_model(self):
1189	"""
1190	find a short name for model
1191	"""
1192	if self.model is not None:
1193	self.model.name = "M" + str(self.index_model)
1194
1195
1196	def _on_select_model(self, event=None):
1197	"""
1198	call back for model selection
1199	"""
1200	self.Show(False)
1201	copy_flag = ''
1202	is_poly_enabled = None
1203	if event != None:
1204	if (event.GetEventObject() == self.formfactorbox\
1205	and self.structurebox.GetLabel() != 'None')\
1206	or event.GetEventObject() == self.structurebox\
1207	or event.GetEventObject() == self.multifactorbox:
1208	copy_flag = self.get_copy_params()
1209	is_poly_enabled = self.enable_disp.GetValue()
1210
1211	self._on_select_model_helper()
1212	self.set_model_param_sizer(self.model)
1213	if self.model is None:
1214	self._set_bookmark_flag(False)
1215	self._keep.Enable(False)
1216	self._set_save_flag(False)
1217	self.enable_disp.SetValue(False)
1218	self.disable_disp.SetValue(True)
1219	try:
1220	self.set_dispers_sizer()
1221	except:
1222	pass
1223	#self.btFit.SetFocus()
1224	self.state.enable_disp = self.enable_disp.GetValue()
1225	self.state.disable_disp = self.disable_disp.GetValue()
1226	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1227	self.state.slit_smearer = self.slit_smearer.GetValue()
1228
1229	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1230	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1231	self.enable_fit_button()
1232	if self.model != None:
1233	self.rename_model()
1234	self._set_copy_flag(True)
1235	self._set_paste_flag(True)
1236	if self.data is not None:
1237	is_data = check_data_validity(self.data)
1238	if is_data:
1239	self._set_bookmark_flag(True)
1240	self._keep.Enable(True)
1241	#self._set_save_flag(True)
1242	# Reset smearer, model and data
1243	#self._set_smear(self.data)
1244
1245	# more disables for 2D
1246	self._set_smear_buttons()
1247
1248	try:
1249	# update smearer sizer
1250	self.onSmear(None)
1251	temp_smear = None
1252	if not self.disable_smearer.GetValue():
1253	# Set the smearer environments
1254	temp_smear = self.current_smearer
1255	except:
1256	raise
1257	## error occured on chisqr computation
1258	#pass
1259	## event to post model to fit to fitting plugins
1260	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1261
1262	## set smearing value whether or not
1263	# the data contain the smearing info
1264	evt = ModelEventbox(model=self.model,
1265	smearer=temp_smear,
1266	enable_smearer=not self.disable_smearer.GetValue(),
1267	qmin=float(self.qmin_x),
1268	uid=self.uid,
1269	caption=self.window_caption,
1270	qmax=float(self.qmax_x))
1271
1272	self._manager._on_model_panel(evt=evt)
1273	self.mbox_description.SetLabel("Model [%s]" % str(self.model.name))
1274	self.state.model = self.model.clone()
1275	self.state.model.name = self.model.name
1276
1277
1278	if event != None:
1279	## post state to fit panel
1280	new_event = PageInfoEvent(page = self)
1281	wx.PostEvent(self.parent, new_event)
1282	#update list of plugins if new plugin is available
1283	if self.plugin_rbutton.GetValue():
1284	temp = self.parent.update_model_list()
1285	if temp:
1286	self.model_list_box = temp
1287	current_val = self.formfactorbox.GetValue()
1288	pos = self.formfactorbox.GetSelection()
1289	self._show_combox_helper()
1290	self.formfactorbox.SetSelection(pos)
1291	self.formfactorbox.SetValue(current_val)
1292	# when select a model only from guictr/button
1293	if is_poly_enabled != None:
1294	self.enable_disp.SetValue(is_poly_enabled)
1295	self.disable_disp.SetValue(not is_poly_enabled)
1296	self._set_dipers_Param(event=None)
1297	self.state.enable_disp = self.enable_disp.GetValue()
1298	self.state.disable_disp = self.disable_disp.GetValue()
1299
1300	# Keep the previous param values
1301	if copy_flag:
1302	self.get_paste_params(copy_flag)
1303	self._onDraw(event=None)
1304	else:
1305	self._draw_model()
1306	self.SetupScrolling()
1307	self.Show(True)
1308
1309	def _onparamEnter(self,event):
1310	"""
1311	when enter value on panel redraw model according to changed
1312	"""
1313	if self.model ==None:
1314	msg="Please select a Model first..."
1315	wx.MessageBox(msg, 'Info')
1316	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1317	# "Parameters: %s"%msg))
1318	return
1319
1320	#default flag
1321	flag = False
1322	self.fitrange = True
1323	#get event object
1324	tcrtl = event.GetEventObject()
1325
1326	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1327	# updating ... ",type="update"))
1328	#Clear msg if previously shown.
1329	msg= ""
1330	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1331
1332	if check_float(tcrtl):
1333	flag = self._onparamEnter_helper()
1334	self.set_npts2fit()
1335	if self.fitrange:
1336	temp_smearer = None
1337	if not self.disable_smearer.GetValue():
1338	temp_smearer= self.current_smearer
1339	## set smearing value whether or not
1340	# the data contain the smearing info
1341	if self.slit_smearer.GetValue():
1342	flag1 = self.update_slit_smear()
1343	flag = flag or flag1
1344	elif self.pinhole_smearer.GetValue():
1345	flag1 = self.update_pinhole_smear()
1346	flag = flag or flag1
1347	elif self.data.__class__.__name__ != "Data2D" and \
1348	not self.enable2D:
1349	self._manager.set_smearer(smearer=temp_smearer,
1350	fid=self.data.id,
1351	uid=self.uid,
1352	qmin= float(self.qmin_x),
1353	qmax= float(self.qmax_x),
1354	enable_smearer=not self.disable_smearer.GetValue(),
1355	draw=True)
1356	if flag:
1357	#self.compute_chisqr(smearer= temp_smearer)
1358
1359	## new state posted
1360	if self.state_change:
1361	#self._undo.Enable(True)
1362	event = PageInfoEvent(page = self)
1363	wx.PostEvent(self.parent, event)
1364	self.state_change= False
1365	else:
1366	# invalid fit range: do nothing here:
1367	# msg already displayed in validate
1368	return
1369	else:
1370	self.save_current_state()
1371	msg= "Cannot Plot :Must enter a number!!! "
1372	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1373
1374	self.save_current_state()
1375	return
1376
1377	def _onparamRangeEnter(self, event):
1378	"""
1379	Check validity of value enter in the parameters range field
1380	"""
1381	#if self.check_invalid_panel():
1382	# return
1383	tcrtl= event.GetEventObject()
1384	#Clear msg if previously shown.
1385	msg= ""
1386	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1387	# Flag to register when a parameter has changed.
1388	is_modified = False
1389	if tcrtl.GetValue().lstrip().rstrip()!="":
1390	try:
1391	value = float(tcrtl.GetValue())
1392	tcrtl.SetBackgroundColour(wx.WHITE)
1393	self._check_value_enter(self.fittable_param ,is_modified)
1394	self._check_value_enter(self.parameters ,is_modified)
1395	except:
1396	tcrtl.SetBackgroundColour("pink")
1397	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1398	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1399	return
1400	else:
1401	tcrtl.SetBackgroundColour(wx.WHITE)
1402
1403	#self._undo.Enable(True)
1404	self.save_current_state()
1405	event = PageInfoEvent(page = self)
1406	wx.PostEvent(self.parent, event)
1407	self.state_change= False
1408
1409
1410	def _onQrangeEnter(self, event):
1411	"""
1412	Check validity of value enter in the Q range field
1413	"""
1414	tcrtl = event.GetEventObject()
1415	#Clear msg if previously shown.
1416	msg= ""
1417	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1418	# Flag to register when a parameter has changed.
1419	is_modified = False
1420	if tcrtl.GetValue().lstrip().rstrip()!="":
1421	try:
1422	value = float(tcrtl.GetValue())
1423	tcrtl.SetBackgroundColour(wx.WHITE)
1424
1425	# If qmin and qmax have been modified, update qmin and qmax
1426	if self._validate_qrange( self.qmin, self.qmax):
1427	tempmin = float(self.qmin.GetValue())
1428	if tempmin != self.qmin_x:
1429	self.qmin_x = tempmin
1430	tempmax = float(self.qmax.GetValue())
1431	if tempmax != self.qmax_x:
1432	self.qmax_x = tempmax
1433	else:
1434	tcrtl.SetBackgroundColour("pink")
1435	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1436	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1437	return
1438
1439	except:
1440	tcrtl.SetBackgroundColour("pink")
1441	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1442	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1443	return
1444	#Check if # of points for theory model are valid(>0).
1445	# check for 2d
1446	if self.data.__class__.__name__ == "Data2D" or \
1447	self.enable2D:
1448	# set mask
1449	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1450	self.data.qy_data*self.data.qy_data )
1451	index_data = ((self.qmin_x <= radius)& \
1452	(radius<= self.qmax_x))
1453	index_data = (index_data)&(self.data.mask)
1454	index_data = (index_data)&(numpy.isfinite(self.data.data))
1455	if len(index_data[index_data]) < 10:
1456	msg = "Cannot Plot :No or too little npts in"
1457	msg += " that data range!!! "
1458	wx.PostEvent(self.parent.parent,
1459	StatusEvent(status=msg))
1460	return
1461	else:
1462	self.data.mask = index_data
1463	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1464	self.set_npts2fit()
1465	else:
1466	index_data = ((self.qmin_x <= self.data.x)& \
1467	(self.data.x <= self.qmax_x))
1468	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1469
1470	self.npts_x = self.Npts_total.GetValue()
1471	self.create_default_data()
1472	self._save_plotting_range()
1473	else:
1474	tcrtl.SetBackgroundColour("pink")
1475	msg= "Model Error:wrong value entered!!!"
1476	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1477
1478	self._draw_model()
1479	self.save_current_state()
1480	event = PageInfoEvent(page = self)
1481	wx.PostEvent(self.parent, event)
1482	self.state_change= False
1483	return
1484
1485	def _clear_Err_on_Fit(self):
1486	"""
1487	hide the error text control shown
1488	after fitting
1489	"""
1490	if self.is_mac:
1491	return
1492	if hasattr(self,"text2_3"):
1493	self.text2_3.Hide()
1494
1495	if len(self.parameters)>0:
1496	for item in self.parameters:
1497	#Skip t ifhe angle parameters if 1D data
1498	if self.data.__class__.__name__ != "Data2D" and \
1499	not self.enable2D:
1500	if item in self.orientation_params:
1501	continue
1502	if item in self.param_toFit:
1503	continue
1504	## hide statictext +/-
1505	if len(item) < 4 :
1506	continue
1507	if item[3]!=None and item[3].IsShown():
1508	item[3].Hide()
1509	## hide textcrtl for error after fit
1510	if item[4]!=None and item[4].IsShown():
1511	item[4].Hide()
1512
1513	if len(self.fittable_param)>0:
1514	for item in self.fittable_param:
1515	#Skip t ifhe angle parameters if 1D data
1516	if self.data.__class__.__name__ != "Data2D" and \
1517	not self.enable2D:
1518	if item in self.orientation_params:
1519	continue
1520	if item in self.param_toFit:
1521	continue
1522	if len(item) < 4 :
1523	continue
1524	## hide statictext +/-
1525	if item[3]!=None and item[3].IsShown():
1526	item[3].Hide()
1527	## hide textcrtl for error after fit
1528	if item[4]!=None and item[4].IsShown():
1529	item[4].Hide()
1530	return
1531
1532	def _get_defult_custom_smear(self):
1533	"""
1534	Get the defult values for custum smearing.
1535	"""
1536	# get the default values
1537	if self.dxl == None: self.dxl = 0.0
1538	if self.dxw == None: self.dxw = ""
1539	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1540	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1541
1542	def _get_smear_info(self):
1543	"""
1544	Get the smear info from data.
1545
1546	:return: self.smear_type, self.dq_l and self.dq_r,
1547	respectively the type of the smear, dq_min and
1548	dq_max for pinhole smear data
1549	while dxl and dxw for slit smear
1550
1551	"""
1552
1553	# default
1554	self.smear_type = None
1555	self.dq_l = None
1556	self.dq_r = None
1557	data = self.data
1558	if self.data is None:
1559	return
1560	elif self.data.__class__.__name__ == "Data2D" or \
1561	self.enable2D:
1562	if data.dqx_data == None or data.dqy_data ==None:
1563	return
1564	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1565	(data.dqx_data.any()!=0):
1566	self.smear_type = "Pinhole2d"
1567	self.dq_l = format_number(numpy.average(data.dqx_data))
1568	self.dq_r = format_number(numpy.average(data.dqy_data))
1569	return
1570	else:
1571	return
1572	# check if it is pinhole smear and get min max if it is.
1573	if data.dx != None and all(data.dx !=0):
1574	self.smear_type = "Pinhole"
1575	self.dq_l = data.dx[0]
1576	self.dq_r = data.dx[-1]
1577
1578	# check if it is slit smear and get min max if it is.
1579	elif data.dxl != None or data.dxw != None:
1580	self.smear_type = "Slit"
1581	if data.dxl != None and all(data.dxl !=0):
1582	self.dq_l = data.dxl[0]
1583	if data.dxw != None and all(data.dxw !=0):
1584	self.dq_r = data.dxw[0]
1585	#return self.smear_type,self.dq_l,self.dq_r
1586
1587	def _show_smear_sizer(self):
1588	"""
1589	Show only the sizers depending on smear selection
1590	"""
1591	# smear disabled
1592	if self.disable_smearer.GetValue():
1593	self.smear_description_none.Show(True)
1594	# 2Dsmear
1595	elif self._is_2D():
1596	self.smear_description_accuracy_type.Show(True)
1597	self.smear_accuracy.Show(True)
1598	self.smear_description_accuracy_type.Show(True)
1599	self.smear_description_2d.Show(True)
1600	self.smear_description_2d_x.Show(True)
1601	self.smear_description_2d_y.Show(True)
1602	if self.pinhole_smearer.GetValue():
1603	self.smear_pinhole_min.Show(True)
1604	self.smear_pinhole_max.Show(True)
1605	# smear from data
1606	elif self.enable_smearer.GetValue():
1607
1608	self.smear_description_dqdata.Show(True)
1609	if self.smear_type != None:
1610	self.smear_description_smear_type.Show(True)
1611	if self.smear_type == 'Slit':
1612	self.smear_description_slit_height.Show(True)
1613	self.smear_description_slit_width.Show(True)
1614	elif self.smear_type == 'Pinhole':
1615	self.smear_description_pin_min.Show(True)
1616	self.smear_description_pin_max.Show(True)
1617	self.smear_description_smear_type.Show(True)
1618	self.smear_description_type.Show(True)
1619	self.smear_data_left.Show(True)
1620	self.smear_data_right.Show(True)
1621	# custom pinhole smear
1622	elif self.pinhole_smearer.GetValue():
1623	if self.smear_type == 'Pinhole':
1624	self.smear_message_new_p.Show(True)
1625	self.smear_description_pin_min.Show(True)
1626	self.smear_description_pin_max.Show(True)
1627
1628	self.smear_pinhole_min.Show(True)
1629	self.smear_pinhole_max.Show(True)
1630	# custom slit smear
1631	elif self.slit_smearer.GetValue():
1632	self.smear_message_new_s.Show(True)
1633	self.smear_description_slit_height.Show(True)
1634	self.smear_slit_height.Show(True)
1635	self.smear_description_slit_width.Show(True)
1636	self.smear_slit_width.Show(True)
1637
1638	def _hide_all_smear_info(self):
1639	"""
1640	Hide all smearing messages in the set_smearer sizer
1641	"""
1642	self.smear_description_none.Hide()
1643	self.smear_description_dqdata.Hide()
1644	self.smear_description_type.Hide()
1645	self.smear_description_smear_type.Hide()
1646	self.smear_description_accuracy_type.Hide()
1647	self.smear_description_2d_x.Hide()
1648	self.smear_description_2d_y.Hide()
1649	self.smear_description_2d.Hide()
1650
1651	self.smear_accuracy.Hide()
1652	self.smear_data_left.Hide()
1653	self.smear_data_right.Hide()
1654	self.smear_description_pin_min.Hide()
1655	self.smear_pinhole_min.Hide()
1656	self.smear_description_pin_max.Hide()
1657	self.smear_pinhole_max.Hide()
1658	self.smear_description_slit_height.Hide()
1659	self.smear_slit_height.Hide()
1660	self.smear_description_slit_width.Hide()
1661	self.smear_slit_width.Hide()
1662	self.smear_message_new_p.Hide()
1663	self.smear_message_new_s.Hide()
1664
1665	def _set_accuracy_list(self):
1666	"""
1667	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1668	"""
1669	# list of accuracy choices
1670	list = ['Low','Med','High','Xhigh']
1671	for idx in range(len(list)):
1672	self.smear_accuracy.Append(list[idx],idx)
1673
1674	def _set_fun_box_list(self,fun_box):
1675	"""
1676	Set the list of func for multifunctional models
1677	"""
1678	# Check if it is multi_functional model
1679	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1680	and not self.temp_multi_functional:
1681	return None
1682	# Get the func name list
1683	list = self.model.fun_list
1684	if len(list) == 0:
1685	return None
1686	# build function (combo)box
1687	ind = 0
1688	while(ind < len(list)):
1689	for key, val in list.iteritems():
1690	if (val == ind):
1691	fun_box.Append(key,val)
1692	break
1693	ind += 1
1694
1695	def _on_select_accuracy(self,event):
1696	"""
1697	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1698	"""
1699	#event.Skip()
1700	# Check if the accuracy is same as before
1701	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1702	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1703	if self.pinhole_smearer.GetValue():
1704	self.onPinholeSmear(event=None)
1705	else:
1706	self.onSmear(event=None)
1707	if self.current_smearer != None:
1708	self.current_smearer.set_accuracy(accuracy =
1709	self.smear2d_accuracy)
1710	event.Skip()
1711
1712	def _on_fun_box(self,event):
1713	"""
1714	Select an func: Erf,Rparabola,LParabola
1715	"""
1716	fun_val = None
1717	fun_box = event.GetEventObject()
1718	name = fun_box.Name
1719	value = fun_box.GetValue()
1720	if self.model.fun_list.has_key(value):
1721	fun_val = self.model.fun_list[value]
1722
1723	self.model.setParam(name,fun_val)
1724	# save state
1725	self._copy_parameters_state(self.str_parameters,
1726	self.state.str_parameters)
1727	# update params
1728	self._update_paramv_on_fit()
1729	# draw
1730	self._draw_model()
1731	self.Refresh()
1732	# get ready for new event
1733	event.Skip()
1734
1735	def _onMask(self, event):
1736	"""
1737	Build a panel to allow to edit Mask
1738	"""
1739
1740	from sans.guiframe.local_perspectives.plotting.masking \
1741	import MaskPanel as MaskDialog
1742
1743	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1744	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1745	self.panel.ShowModal()
1746	#wx.PostEvent(self.parent, event)
1747
1748	def _draw_masked_model(self, event):
1749	"""
1750	Draw model image w/mask
1751	"""
1752	#event.Skip()
1753	is_valid_qrange = self._update_paramv_on_fit()
1754
1755	if is_valid_qrange and self.model != None:
1756	#self.panel.Show(0)
1757	#self.panel.Destroy() # frame
1758	self.panel.MakeModal(False)
1759	event.Skip()
1760	# try re draw the model plot if it exists
1761	self._draw_model()
1762	self.set_npts2fit()
1763	elif self.model == None:
1764	#self.panel.Show(0)
1765	#self.panel.Destroy() # frame
1766	self.panel.MakeModal(False)
1767	event.Skip()
1768	self.set_npts2fit()
1769	msg= "No model is found on updating MASK in the model plot... "
1770	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1771	else:
1772	event.Skip()
1773	msg = ' Please consider your Q range, too.'
1774	self.panel.ShowMessage(msg)
1775
1776
1777	def _set_smear(self, data):
1778	"""
1779	"""
1780	if data is None:
1781	return
1782	self.current_smearer = smear_selection(data, self.model)
1783	self.disable_smearer.SetValue(True)
1784	if self.current_smearer == None:
1785	self.enable_smearer.Disable()
1786	else:
1787	self.enable_smearer.Enable()
1788
1789	def _mac_sleep(self, sec=0.2):
1790	"""
1791	Give sleep to MAC
1792	"""
1793	if self.is_mac:
1794	time.sleep(sec)
1795
1796	def get_view_mode(self):
1797	"""
1798	return True if the panel allow 2D or False if 1D
1799	"""
1800	return self.enable2D
1801
1802	def compute_data_set_range(self, data_list):
1803	"""
1804	find the range that include all data in the set
1805	return the minimum and the maximum values
1806	"""
1807	if data_list is not None and data_list != []:
1808	for data in data_list:
1809	qmin, qmax, npts = self.compute_data_range(data)
1810	self.qmin_data_set = min(self.qmin_data_set, qmin)
1811	self.qmax_data_set = max(self.qmax_data_set, qmax)
1812	self.npts_data_set += npts
1813	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1814
1815	def compute_data_range(self, data):
1816	"""
1817	compute the minimum and the maximum range of the data
1818	return the npts contains in data
1819	:param data:
1820	"""
1821	qmin, qmax, npts = None, None, None
1822	if data is not None:
1823	if not hasattr(data,"data"):
1824	qmin = min(data.x)
1825	# Maximum value of data
1826	qmax = max(data.x)
1827	npts = len(data.x)
1828	else:
1829	qmin = 0
1830	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1831	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1832	## Maximum value of data
1833	qmax = math.sqrt(xx + yy)
1834	npts = len(data.data)
1835	return qmin, qmax, npts
1836
1837
1838	def set_data(self, data):
1839	"""
1840	reset the current data
1841	"""
1842	from sans.guiframe.dataFitting import check_data_validity
1843	id = None
1844	flag = False
1845	is_data = False
1846	if self.data is not None:
1847	is_data = check_data_validity(self.data)
1848	if not is_data and data is not None:
1849	flag = True
1850	if data is not None:
1851	id = data.id
1852	if is_data:
1853	self.graph_id = self.data.group_id
1854	flag = (data.id != self.data.id)
1855	self.data = data
1856	if check_data_validity(data):
1857	self.graph_id = data.group_id
1858	self.data.group_id = self.graph_id
1859
1860	if self.data is None:
1861	data_name = ""
1862	self._set_bookmark_flag(False)
1863	self._keep.Enable(False)
1864	self._set_save_flag(False)
1865	else:
1866	if self.model != None:
1867	self._set_bookmark_flag(True)
1868	self._keep.Enable(True)
1869
1870	self._set_save_flag(True)
1871	self._set_preview_flag(True)
1872
1873	self._set_smear(data)
1874	# more disables for 2D
1875	if self.data.__class__.__name__ == "Data2D" or \
1876	self.enable2D:
1877	self.slit_smearer.Disable()
1878	self.pinhole_smearer.Enable(True)
1879	self.default_mask = copy.deepcopy(self.data.mask)
1880	if self.data.err_data == None or\
1881	(self.data.err_data == 1).all() or\
1882	(self.data.err_data == 0).all():
1883	self.dI_didata.Enable(False)
1884	self.dI_noweight.SetValue(True)
1885	self.weightbt_string = self.dI_noweight.GetLabelText()
1886	else:
1887	self.dI_didata.Enable(True)
1888	self.dI_didata.SetValue(True)
1889	self.weightbt_string = self.dI_didata.GetLabelText()
1890	else:
1891	self.slit_smearer.Enable(True)
1892	self.pinhole_smearer.Enable(True)
1893	if self.data.dy == None or\
1894	(self.data.dy == 1).all() or\
1895	(self.data.dy == 0).all():
1896	self.dI_didata.Enable(False)
1897	self.dI_noweight.SetValue(True)
1898	self.weightbt_string = self.dI_noweight.GetLabelText()
1899	else:
1900	self.dI_didata.Enable(True)
1901	self.dI_didata.SetValue(True)
1902	self.weightbt_string = self.dI_didata.GetLabelText()
1903	# Enable weighting radio uttons
1904	self.dI_noweight.Enable(True)
1905	self.dI_sqrdata.Enable(True)
1906	self.dI_idata.Enable(True)
1907
1908	self.formfactorbox.Enable()
1909	self.structurebox.Enable()
1910	data_name = self.data.name
1911	_, _, npts = self.compute_data_range(self.data)
1912	#set maximum range for x in linear scale
1913	if not hasattr(self.data, "data"): #Display only for 1D data fit
1914	self.btEditMask.Disable()
1915	self.EditMask_title.Disable()
1916	else:
1917	self.btEditMask.Enable()
1918	self.EditMask_title.Enable()
1919	self.Npts_total.SetValue(str(npts))
1920	#default:number of data points selected to fit
1921	self.Npts_fit.SetValue(str(npts))
1922	self.Npts_total.SetEditable(False)
1923	self.Npts_total.SetBackgroundColour(\
1924	self.GetParent().GetBackgroundColour())
1925
1926	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1927	self.dataSource.SetValue(data_name)
1928	self.state.data = data
1929	self.enable_fit_button()
1930	# send graph_id to page_finder
1931	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1932	#update model plot with new data information
1933	if flag:
1934	#set model view button
1935	self.current_smearer = smear_selection(self.data, self.model)
1936	if self.data.__class__.__name__ == "Data2D":
1937	self.enable2D = True
1938	self.model_view.SetLabel("2D Mode")
1939	else:
1940	self.enable2D = False
1941	self.model_view.SetLabel("1D Mode")
1942	self.model_view.Disable()
1943	#replace data plot on combo box selection
1944	#by removing the previous selected data
1945	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
1946	group_id=self.graph_id, id=id))
1947	#plot the current selected data
1948	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
1949	title=str(self.data.title)))
1950	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
1951	# caption=self.window_name)
1952	self._draw_model()
1953
1954	def _npts_click(self, event):
1955	"""
1956	Prevent further handling of the mouse event on Npts_total
1957	by not calling Skip().
1958	"""
1959	pass
1960
1961	def reset_page(self, state,first=False):
1962	"""
1963	reset the state
1964	"""
1965	self.reset_page_helper(state)
1966	#import sans.guiframe.gui_manager
1967	#evt = ModelEventbox(model=state.model)
1968	#wx.PostEvent(self.event_owner, evt)
1969
1970	if self.engine_type != None:
1971	self._manager._on_change_engine(engine=self.engine_type)
1972
1973	self.select_param(event = None)
1974	#Save state_fit
1975	self.save_current_state_fit()
1976	self._lay_out()
1977	self.Refresh()
1978
1979	def get_range(self):
1980	"""
1981	return the fitting range
1982	"""
1983	return float(self.qmin_x) , float(self.qmax_x)
1984
1985	def get_npts2fit(self):
1986	"""
1987	return numbers of data points within qrange
1988
1989	:Note: This is for Park where chi2 is not normalized by Npts of fit
1990
1991	"""
1992	if self.data is None:
1993	return
1994	npts2fit = 0
1995	qmin,qmax = self.get_range()
1996	if self.data.__class__.__name__ == "Data2D" or \
1997	self.enable2D:
1998	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1999	self.data.qy_data*self.data.qy_data )
2000	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2001	index_data= (index_data)&(self.data.mask)
2002	index_data = (index_data)&(numpy.isfinite(self.data.data))
2003	npts2fit = len(self.data.data[index_data])
2004	else:
2005	for qx in self.data.x:
2006	if qx >= qmin and qx <= qmax:
2007	npts2fit += 1
2008	return npts2fit
2009
2010	def set_npts2fit(self):
2011	"""
2012	setValue Npts for fitting
2013	"""
2014	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2015
2016	def get_chi2(self):
2017	"""
2018	return the current chi2
2019	"""
2020	return self.tcChi.GetValue()
2021
2022	def get_param_list(self):
2023	"""
2024	:return self.param_toFit: list containing references to TextCtrl
2025	checked.Theses TextCtrl will allow reference to parameters to fit.
2026
2027	:raise: if return an empty list of parameter fit will nnote work
2028	properly so raise ValueError,"missing parameter to fit"
2029	"""
2030	if self.param_toFit !=[]:
2031	return self.param_toFit
2032	else:
2033	msg = "missing parameters to fit"
2034	wx.MessageBox(msg, 'warning')
2035	return False
2036	#raise ValueError,"missing parameters to fit"
2037
2038	def onsetValues(self, chisqr, p_name, out, cov):
2039	"""
2040	Build the panel from the fit result
2041
2042	:param chisqr: Value of the goodness of fit metric
2043	:param p_name: the name of parameters
2044	:param out: list of parameter with the best value found during fitting
2045	:param cov: Covariance matrix
2046
2047	"""
2048	if out == None or not numpy.isfinite(chisqr):
2049	raise ValueError,"Fit error occured..."
2050
2051	is_modified = False
2052	has_error = False
2053	dispersity = ''
2054
2055	#Hide textctrl boxes of errors.
2056	self._clear_Err_on_Fit()
2057
2058	#Check if chi2 is finite
2059	if chisqr != None and numpy.isfinite(chisqr):
2060	#format chi2
2061	if self.engine_type == "park":
2062	npt_fit = float(self.get_npts2fit())
2063	if npt_fit > 0:
2064	chisqr =chisqr/npt_fit
2065	chi2 = format_number(chisqr, True)
2066	self.tcChi.SetValue(chi2)
2067	self.tcChi.Refresh()
2068	else:
2069	self.tcChi.SetValue("-")
2070
2071	#Hide error title
2072	if self.text2_3.IsShown() and not self.is_mac:
2073	self.text2_3.Hide()
2074
2075	try:
2076	if self.enable_disp.GetValue():
2077	if hasattr(self,"text_disp_1" ):
2078	if self.text_disp_1 != None and not self.is_mac:
2079	self.text_disp_1.Hide()
2080	except:
2081	dispersity = None
2082	pass
2083	#set the panel when fit result are float not list
2084	if out.__class__== numpy.float64:
2085	self.param_toFit[0][2].SetValue(format_number(out, True))
2086
2087	if self.param_toFit[0][4].IsShown and not self.is_mac:
2088	self.param_toFit[0][4].Hide()
2089	if cov !=None :
2090	self.text2_3.Show(True)
2091	try:
2092	if self.enable_disp.GetValue():
2093	if hasattr(self,"text_disp_1" ):
2094	if self.text_disp_1 !=None:
2095	self.text_disp_1.Show(True)
2096	except:
2097	pass
2098
2099	if cov[0]==None or not numpy.isfinite(cov[0]):
2100	if self.param_toFit[0][3].IsShown and not self.is_mac:
2101	self.param_toFit[0][3].Hide()
2102	else:
2103	self.param_toFit[0][3].Show(True)
2104	self.param_toFit[0][4].Show(True)
2105	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
2106	has_error = True
2107	else:
2108
2109	i = 0
2110	#Set the panel when fit result are list
2111	for item in self.param_toFit:
2112	if len(item)>5 and item != None:
2113	## reset error value to initial state
2114	if not self.is_mac:
2115	item[3].Hide()
2116	item[4].Hide()
2117
2118	for ind in range(len(out)):
2119
2120	if item[1] == p_name[ind]:
2121	break
2122	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2123	val_out = format_number(out[ind], True)
2124	item[2].SetValue(val_out)
2125
2126
2127	if(cov !=None):
2128
2129	try:
2130	if dispersity !=None:
2131	if self.enable_disp.GetValue():
2132	if hasattr(self,"text_disp_1" ):
2133	if self.text_disp_1!=None:
2134	if not self.text_disp_1.IsShown()\
2135	and not self.is_mac:
2136	self.text_disp_1.Show(True)
2137	except:
2138	pass
2139
2140	if cov[ind]!=None :
2141	if numpy.isfinite(float(cov[ind])):
2142	val_err = format_number(cov[ind], True)
2143	if not self.is_mac:
2144	item[3].Show(True)
2145	item[4].Show(True)
2146	item[4].SetValue(val_err)
2147
2148	has_error = True
2149	i += 1
2150	#Show error title when any errors displayed
2151	if has_error:
2152	if not self.text2_3.IsShown():
2153	self.text2_3.Show(True)
2154	## save current state
2155	self.save_current_state()
2156
2157	#self._lay_out()
2158	if not self.is_mac:
2159	self.Layout()
2160	self.Refresh()
2161	self._mac_sleep(0.1)
2162	#plot model ( when drawing, do not update chisqr value again)
2163	self._draw_model(update_chisqr=False)
2164	#PostStatusEvent
2165	#msg = "Fit completed!dddd "
2166	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2167
2168	def onWeighting(self, event):
2169	"""
2170	On Weighting radio button event, sets the weightbt_string
2171	"""
2172	self.weightbt_string = event.GetEventObject().GetLabelText()
2173	self._set_weight()
2174
2175	def _set_weight(self, is_2D=None):
2176	"""
2177	Set weight in fit problem
2178	"""
2179	# compute weight for the current data
2180	from .utils import get_weight
2181	flag_weight = self.get_weight_flag()
2182	if is_2D == None:
2183	is_2D = self._is_2D()
2184	weight = get_weight(data=self.data,
2185	is2d=is_2D,
2186	flag=flag_weight)
2187	self._manager.set_fit_weight(uid=self.uid,
2188	flag=flag_weight,
2189	is2d=is_2D,
2190	fid=None)
2191
2192	def onPinholeSmear(self, event):
2193	"""
2194	Create a custom pinhole smear object that will change the way residuals
2195	are compute when fitting
2196
2197	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2198	None for 1D
2199
2200	"""
2201
2202	#if self.check_invalid_panel():
2203	# return
2204	if self.model ==None:
2205	self.disable_smearer.SetValue(True)
2206	msg="Please select a Model first..."
2207	wx.MessageBox(msg, 'Info')
2208	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2209	"Smear: %s"%msg))
2210	return
2211
2212	# Need update param values
2213	self._update_paramv_on_fit()
2214
2215	# msg default
2216	msg = None
2217	if event != None:
2218	tcrtl= event.GetEventObject()
2219	# event case of radio button
2220	if tcrtl.GetValue()== True:
2221	self.dx_min = 0.0
2222	self.dx_max = 0.0
2223	is_new_pinhole = True
2224	else:
2225	is_new_pinhole = self._is_changed_pinhole()
2226	else:
2227	is_new_pinhole = True
2228	# if any value is changed
2229	if is_new_pinhole:
2230	msg = self._set_pinhole_smear()
2231	# hide all silt sizer
2232	self._hide_all_smear_info()
2233
2234	##Calculate chi2
2235	temp_smearer = self.current_smearer
2236	#self.compute_chisqr(smearer= temp_smearer)
2237
2238	# show relevant slit sizers
2239	self._show_smear_sizer()
2240
2241	self.sizer_set_smearer.Layout()
2242	self.Layout()
2243
2244	if event != None:
2245	event.Skip()
2246	#self._undo.Enable(True)
2247	self.save_current_state()
2248	event = PageInfoEvent(page = self)
2249	wx.PostEvent(self.parent, event)
2250
2251	def _is_changed_pinhole(self):
2252	"""
2253	check if any of pinhole smear is changed
2254
2255	:return: True or False
2256
2257	"""
2258	# get the values
2259	pin_min = self.smear_pinhole_min.GetValue()
2260	pin_max = self.smear_pinhole_max.GetValue()
2261
2262	# Check changes in slit width
2263	try:
2264	dx_min = float(pin_min)
2265	except:
2266	return True
2267	if self.dx_min != dx_min:
2268	return True
2269
2270	# Check changes in slit heigth
2271	try:
2272	dx_max = float(pin_max)
2273	except:
2274	return True
2275	if self.dx_max != dx_max:
2276	return True
2277	return False
2278
2279	def _set_pinhole_smear(self):
2280	"""
2281	Set custom pinhole smear
2282
2283	:return: msg
2284
2285	"""
2286	# copy data
2287	data = copy.deepcopy(self.data)
2288	if self._is_2D():
2289	self.smear_type = 'Pinhole2d'
2290	len_data = len(data.data)
2291	data.dqx_data = numpy.zeros(len_data)
2292	data.dqy_data = numpy.zeros(len_data)
2293	else:
2294	self.smear_type = 'Pinhole'
2295	len_data = len(data.x)
2296	data.dx = numpy.zeros(len_data)
2297	data.dxl = None
2298	data.dxw = None
2299	msg = None
2300
2301	get_pin_min = self.smear_pinhole_min
2302	get_pin_max = self.smear_pinhole_max
2303
2304	if not check_float(get_pin_min):
2305	get_pin_min.SetBackgroundColour("pink")
2306	msg= "Model Error:wrong value entered!!!"
2307	elif not check_float(get_pin_max ):
2308	get_pin_max.SetBackgroundColour("pink")
2309	msg= "Model Error:wrong value entered!!!"
2310	else:
2311	if len_data < 2: len_data = 2
2312	self.dx_min = float(get_pin_min.GetValue())
2313	self.dx_max = float(get_pin_max.GetValue())
2314	if self.dx_min < 0:
2315	get_pin_min.SetBackgroundColour("pink")
2316	msg= "Model Error:This value can not be negative!!!"
2317	elif self.dx_max <0:
2318	get_pin_max.SetBackgroundColour("pink")
2319	msg= "Model Error:This value can not be negative!!!"
2320	elif self.dx_min != None and self.dx_max != None:
2321	if self._is_2D():
2322	data.dqx_data[data.dqx_data==0] = self.dx_min
2323	data.dqy_data[data.dqy_data==0] = self.dx_max
2324	elif self.dx_min == self.dx_max:
2325	data.dx[data.dx==0] = self.dx_min
2326	else:
2327	step = (self.dx_max - self.dx_min)/(len_data-1)
2328	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2329	step)
2330	elif self.dx_min != None:
2331	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2332	else: data.dx[data.dx==0] = self.dx_min
2333	elif self.dx_max != None:
2334	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2335	else: data.dx[data.dx==0] = self.dx_max
2336	self.current_smearer = smear_selection(data, self.model)
2337	# 2D need to set accuracy
2338	if self._is_2D():
2339	self.current_smearer.set_accuracy(accuracy = \
2340	self.smear2d_accuracy)
2341
2342	if msg != None:
2343	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2344	else:
2345	get_pin_min.SetBackgroundColour("white")
2346	get_pin_max.SetBackgroundColour("white")
2347	## set smearing value whether or not the data contain the smearing info
2348
2349	self._manager.set_smearer(smearer=self.current_smearer,
2350	fid=self.data.id,
2351	qmin=float(self.qmin_x),
2352	qmax= float(self.qmax_x),
2353	enable_smearer=not self.disable_smearer.GetValue(),
2354	uid=self.uid)
2355	return msg
2356
2357	def update_pinhole_smear(self):
2358	"""
2359	called by kill_focus on pinhole TextCntrl
2360	to update the changes
2361
2362	:return: False when wrong value was entered
2363
2364	"""
2365	# msg default
2366	msg = None
2367	# check if any value is changed
2368	if self._is_changed_pinhole():
2369	msg = self._set_pinhole_smear()
2370	#self._undo.Enable(True)
2371	self.save_current_state()
2372
2373	if msg != None:
2374	return False
2375	else:
2376	return True
2377
2378	def onSlitSmear(self, event):
2379	"""
2380	Create a custom slit smear object that will change the way residuals
2381	are compute when fitting
2382	"""
2383
2384	#if self.check_invalid_panel():
2385	# return
2386
2387	if self.model ==None:
2388	self.disable_smearer.SetValue(True)
2389
2390	msg="Please select a Model first..."
2391	wx.MessageBox(msg, 'Info')
2392	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2393	"Smear: %s"%msg))
2394	return
2395
2396	# Need update param values
2397	self._update_paramv_on_fit()
2398
2399	# msg default
2400	msg = None
2401	# for event given
2402	if event != None:
2403	tcrtl= event.GetEventObject()
2404	# event case of radio button
2405	if tcrtl.GetValue():
2406	self.dxl = 0.0
2407	self.dxw = 0.0
2408	is_new_slit = True
2409	else:
2410	is_new_slit = self._is_changed_slit()
2411	else:
2412	is_new_slit = True
2413
2414	# if any value is changed
2415	if is_new_slit:
2416	msg = self._set_slit_smear()
2417
2418	# hide all silt sizer
2419	self._hide_all_smear_info()
2420	##Calculate chi2
2421	#self.compute_chisqr(smearer= self.current_smearer)
2422	# show relevant slit sizers
2423	self._show_smear_sizer()
2424	self.sizer_set_smearer.Layout()
2425	self.Layout()
2426
2427	if event != None:
2428	event.Skip()
2429	#self._undo.Enable(True)
2430	self.save_current_state()
2431	event = PageInfoEvent(page = self)
2432	wx.PostEvent(self.parent, event)
2433	if msg != None:
2434	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2435
2436	def _is_changed_slit(self):
2437	"""
2438	check if any of slit lengths is changed
2439
2440	:return: True or False
2441
2442	"""
2443	# get the values
2444	width = self.smear_slit_width.GetValue()
2445	height = self.smear_slit_height.GetValue()
2446
2447	# check and change the box bg color if it was pink
2448	# but it should be white now
2449	# because this is the case that _set_slit_smear() will not handle
2450	if height.lstrip().rstrip()=="":
2451	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2452	if width.lstrip().rstrip()=="":
2453	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2454
2455	# Check changes in slit width
2456	if width == "":
2457	dxw = 0.0
2458	else:
2459	try:
2460	dxw = float(width)
2461	except:
2462	return True
2463	if self.dxw != dxw:
2464	return True
2465
2466	# Check changes in slit heigth
2467	if height == "":
2468	dxl = 0.0
2469	else:
2470	try:
2471	dxl = float(height)
2472	except:
2473	return True
2474	if self.dxl != dxl:
2475	return True
2476
2477	return False
2478
2479	def _set_slit_smear(self):
2480	"""
2481	Set custom slit smear
2482
2483	:return: message to inform the user about the validity
2484	of the values entered for slit smear
2485	"""
2486	if self.data.__class__.__name__ == "Data2D" or \
2487	self.enable2D:
2488	return
2489	temp_smearer = None
2490	# make sure once more if it is smearer
2491	data = copy.deepcopy(self.data)
2492	data_len = len(data.x)
2493	data.dx = None
2494	data.dxl = None
2495	data.dxw = None
2496	msg = None
2497
2498	try:
2499	self.dxl = float(self.smear_slit_height.GetValue())
2500	data.dxl = self.dxl* numpy.ones(data_len)
2501	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2502	except:
2503	data.dxl = numpy.zeros(data_len)
2504	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2505	self.smear_slit_height.SetBackgroundColour("pink")
2506	msg = "Wrong value entered... "
2507	else:
2508	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2509	try:
2510	self.dxw = float(self.smear_slit_width.GetValue())
2511	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2512	data.dxw = self.dxw* numpy.ones(data_len)
2513	except:
2514	data.dxw = numpy.zeros(data_len)
2515	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2516	self.smear_slit_width.SetBackgroundColour("pink")
2517	msg = "Wrong Fit value entered... "
2518	else:
2519	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2520
2521	self.current_smearer = smear_selection(data, self.model)
2522	#temp_smearer = self.current_smearer
2523	## set smearing value whether or not the data contain the smearing info
2524	self._manager.set_smearer(smearer=self.current_smearer,
2525	fid=self.data.id,
2526	qmin=float(self.qmin_x),
2527	qmax= float(self.qmax_x),
2528	enable_smearer=not self.disable_smearer.GetValue(),
2529	uid=self.uid)
2530	return msg
2531
2532	def update_slit_smear(self):
2533	"""
2534	called by kill_focus on pinhole TextCntrl
2535	to update the changes
2536
2537	:return: False when wrong value was entered
2538
2539	"""
2540	# msg default
2541	msg = None
2542	# check if any value is changed
2543	if self._is_changed_slit():
2544	msg = self._set_slit_smear()
2545	#self._undo.Enable(True)
2546	self.save_current_state()
2547
2548	if msg != None:
2549	return False
2550	else:
2551	return True
2552
2553	def onSmear(self, event):
2554	"""
2555	Create a smear object that will change the way residuals
2556	are compute when fitting
2557	"""
2558	if event != None:
2559	event.Skip()
2560	if self.data is None:
2561	return
2562
2563	if self.model == None:
2564	self.disable_smearer.SetValue(True)
2565	msg="Please select a Model first..."
2566	wx.MessageBox(msg, 'Info')
2567	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2568	"Smear: %s"%msg))
2569	return
2570
2571	# Need update param values
2572	self._update_paramv_on_fit()
2573
2574	temp_smearer = None
2575	self._get_smear_info()
2576
2577	#renew smear sizer
2578	if self.smear_type != None:
2579	self.smear_description_smear_type.SetValue(str(self.smear_type))
2580	self.smear_data_left.SetValue(str(self.dq_l))
2581	self.smear_data_right.SetValue(str(self.dq_r))
2582
2583	self._hide_all_smear_info()
2584
2585	data = copy.deepcopy(self.data)
2586	# make sure once more if it is smearer
2587	self.current_smearer = smear_selection(data, self.model)
2588
2589	if self.enable_smearer.GetValue():
2590	if hasattr(self.data,"dxl"):
2591
2592	msg= ": Resolution smearing parameters"
2593	if hasattr(self.data,"dxw"):
2594	msg= ": Slit smearing parameters"
2595	if self.current_smearer ==None:
2596	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2597	"Data contains no smearing information"))
2598	else:
2599	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2600	"Data contains smearing information"))
2601
2602	#self.smear_description_dqdata.Show(True)
2603	self.smear_data_left.Show(True)
2604	self.smear_data_right.Show(True)
2605	temp_smearer= self.current_smearer
2606	elif self.disable_smearer.GetValue():
2607	self.smear_description_none.Show(True)
2608
2609	self._show_smear_sizer()
2610
2611	self.sizer_set_smearer.Layout()
2612	self.Layout()
2613	self._set_weight()
2614
2615	## set smearing value whether or not the data contain the smearing info
2616	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer,
2617	fid=self.data.id,
2618	qmin=float(self.qmin_x),
2619	qmax=float(self.qmax_x),
2620	enable_smearer=not self.disable_smearer.GetValue(),
2621	draw=True)
2622
2623	self.state.enable_smearer= self.enable_smearer.GetValue()
2624	self.state.disable_smearer=self.disable_smearer.GetValue()
2625	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2626	self.state.slit_smearer = self.slit_smearer.GetValue()
2627
2628	def on_complete_chisqr(self, event):
2629	"""
2630	Display result chisqr on the panel
2631	:event: activated by fitting/ complete after draw
2632	"""
2633	try:
2634	if event == None:
2635	output= "-"
2636	elif not numpy.isfinite(event.output):
2637	output= "-"
2638	else:
2639	output = event.output
2640	self.tcChi.SetValue(str(format_number(output, True)))
2641	self.state.tcChi = self.tcChi.GetValue()
2642	except:
2643	pass
2644
2645
2646	def select_all_param(self,event):
2647	"""
2648	set to true or false all checkBox given the main checkbox value cb1
2649	"""
2650	self.param_toFit=[]
2651	if self.parameters !=[]:
2652	if self.cb1.GetValue():
2653	for item in self.parameters:
2654	## for data2D select all to fit
2655	if self.data.__class__.__name__== "Data2D" or \
2656	self.enable2D:
2657	item[0].SetValue(True)
2658	self.param_toFit.append(item )
2659	else:
2660	## for 1D all parameters except orientation
2661	if not item in self.orientation_params:
2662	item[0].SetValue(True)
2663	self.param_toFit.append(item )
2664	#if len(self.fittable_param)>0:
2665	for item in self.fittable_param:
2666	if self.data.__class__.__name__== "Data2D" or \
2667	self.enable2D:
2668	item[0].SetValue(True)
2669	self.param_toFit.append(item )
2670	try:
2671	if len(self.values[item[1]]) > 0:
2672	item[0].SetValue(False)
2673	except:
2674	pass
2675
2676	else:
2677	## for 1D all parameters except orientation
2678	if not item in self.orientation_params_disp:
2679	item[0].SetValue(True)
2680	self.param_toFit.append(item )
2681	try:
2682	if len(self.values[item[1]]) > 0:
2683	item[0].SetValue(False)
2684	except:
2685	pass
2686
2687	else:
2688	for item in self.parameters:
2689	item[0].SetValue(False)
2690	for item in self.fittable_param:
2691	item[0].SetValue(False)
2692	self.param_toFit=[]
2693
2694	self.save_current_state_fit()
2695
2696	if event !=None:
2697	#self._undo.Enable(True)
2698	## post state to fit panel
2699	event = PageInfoEvent(page = self)
2700	wx.PostEvent(self.parent, event)
2701	param2fit = []
2702	for item in self.param_toFit:
2703	if item[0]:
2704	param2fit.append(item[1])
2705	self.parent._manager.set_param2fit(self.uid, param2fit)
2706
2707
2708	def select_param(self,event):
2709	"""
2710	Select TextCtrl checked for fitting purpose and stores them
2711	in self.param_toFit=[] list
2712	"""
2713	self.param_toFit=[]
2714	for item in self.parameters:
2715	#Skip t ifhe angle parameters if 1D data
2716	if self.data.__class__.__name__ != "Data2D" and\
2717	not self.enable2D:
2718	if item in self.orientation_params:
2719	continue
2720	#Select parameters to fit for list of primary parameters
2721	if item[0].GetValue():
2722	if not (item in self.param_toFit):
2723	self.param_toFit.append(item )
2724	else:
2725	#remove parameters from the fitting list
2726	if item in self.param_toFit:
2727	self.param_toFit.remove(item)
2728
2729	#Select parameters to fit for list of fittable parameters
2730	# with dispersion
2731	for item in self.fittable_param:
2732	#Skip t ifhe angle parameters if 1D data
2733	if self.data.__class__.__name__ != "Data2D" and\
2734	not self.enable2D:
2735	if item in self.orientation_params:
2736	continue
2737	if item[0].GetValue():
2738	if not (item in self.param_toFit):
2739	self.param_toFit.append(item)
2740	else:
2741	#remove parameters from the fitting list
2742	if item in self.param_toFit:
2743	self.param_toFit.remove(item)
2744
2745	#Calculate num. of angle parameters
2746	if self.data.__class__.__name__ == "Data2D" or \
2747	self.enable2D:
2748	len_orient_para = 0
2749	else:
2750	len_orient_para = len(self.orientation_params) #assume even len
2751	#Total num. of angle parameters
2752	if len(self.fittable_param) > 0:
2753	len_orient_para *= 2
2754	#Set the value of checkbox that selected every checkbox or not
2755	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2756	len(self.param_toFit):
2757	self.cb1.SetValue(True)
2758	else:
2759	self.cb1.SetValue(False)
2760	self.save_current_state_fit()
2761	if event !=None:
2762	#self._undo.Enable(True)
2763	## post state to fit panel
2764	event = PageInfoEvent(page = self)
2765	wx.PostEvent(self.parent, event)
2766
2767	param2fit = []
2768	for item in self.param_toFit:
2769	if item[0]:
2770	param2fit.append(item[1])
2771	self.parent._manager.set_param2fit(self.uid, param2fit)
2772
2773	def set_model_param_sizer(self, model):
2774	"""
2775	Build the panel from the model content
2776
2777	:param model: the model selected in combo box for fitting purpose
2778
2779	"""
2780	self.sizer3.Clear(True)
2781	self.parameters = []
2782	self.str_parameters = []
2783	self.param_toFit=[]
2784	self.fittable_param=[]
2785	self.fixed_param=[]
2786	self.orientation_params=[]
2787	self.orientation_params_disp=[]
2788
2789	if model ==None:
2790	self.sizer3.Layout()
2791	self.SetupScrolling()
2792	return
2793	## the panel is drawn using the current value of the fit engine
2794	if self.engine_type==None and self._manager !=None:
2795	self.engine_type= self._manager._return_engine_type()
2796
2797	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2798	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2799	sizer = wx.GridBagSizer(5,5)
2800	## save the current model
2801	self.model = model
2802
2803	keys = self.model.getParamList()
2804	#list of dispersion paramaters
2805	self.disp_list=self.model.getDispParamList()
2806
2807	def custom_compare(a,b):
2808	"""
2809	Custom compare to order, first by alphabets then second by number.
2810	"""
2811	# number at the last digit
2812	a_last = a[len(a)-1]
2813	b_last = b[len(b)-1]
2814	# default
2815	num_a = None
2816	num_b = None
2817	# split the names
2818	a2 = a.lower().split('_')
2819	b2 = b.lower().split('_')
2820	# check length of a2, b2
2821	len_a2 = len(a2)
2822	len_b2 = len(b2)
2823	# check if it contains a int number(<10)
2824	try:
2825	num_a = int(a_last)
2826	except: pass
2827	try:
2828	num_b = int(b_last)
2829	except: pass
2830	# Put 'scale' near the top; happens
2831	# when numbered param name exists
2832	if a == 'scale':
2833	return -1
2834	# both have a number
2835	if num_a != None and num_b != None:
2836	if num_a > num_b: return -1
2837	# same number
2838	elif num_a == num_b:
2839	# different last names
2840	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2841	return -cmp(a2[len_a2-1], b2[len_b2-1])
2842	else:
2843	return cmp(a, b)
2844	else: return 1
2845	# one of them has a number
2846	elif num_a != None: return 1
2847	elif num_b != None: return -1
2848	# no numbers
2849	else: return cmp(a.lower(), b.lower())
2850
2851
2852	keys.sort(custom_compare)
2853
2854	iy = 0
2855	ix = 0
2856	select_text = "Select All"
2857	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2858	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2859	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2860	self.cb1.SetValue(True)
2861
2862	sizer.Add(self.cb1,(iy, ix),(1,1),\
2863	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2864	ix +=1
2865	self.text2_2 = wx.StaticText(self, -1, 'Value')
2866	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2867	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2868	ix +=2
2869	self.text2_3 = wx.StaticText(self, -1, 'Error')
2870	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2871	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2872	if not self.is_mac:
2873	self.text2_3.Hide()
2874	ix +=1
2875	self.text2_min = wx.StaticText(self, -1, 'Min')
2876	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2877	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2878	#self.text2_min.Hide()
2879	ix +=1
2880	self.text2_max = wx.StaticText(self, -1, 'Max')
2881	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2882	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2883	#self.text2_max.Hide()
2884	ix += 1
2885	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2886	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2887	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2888	self.text2_4.Hide()
2889
2890	for item in keys:
2891	if not item in self.disp_list and not item in \
2892	self.model.orientation_params:
2893
2894	##prepare a spot to store errors
2895	if not self.model.details.has_key(item):
2896	self.model.details [item] = ["",None,None]
2897
2898	iy += 1
2899	ix = 0
2900	if (self.model.__class__ in \
2901	self.model_list_box["Multi-Functions"] or \
2902	self.temp_multi_functional)\
2903	and (item in self.model.non_fittable):
2904	non_fittable_name = wx.StaticText(self, -1, item )
2905	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2906	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2907	## add parameter value
2908	ix += 1
2909	value= self.model.getParam(item)
2910	if len(self.model.fun_list) > 0:
2911	num = item.split('_')[1][5:7]
2912	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2913	style=wx.CB_READONLY, name = '%s'% item)
2914	self._set_fun_box_list(fun_box)
2915	fun_box.SetSelection(0)
2916	#self.fun_box.SetToolTipString("A function
2917	# describing the interface")
2918	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2919	else:
2920	fun_box = self.ModelTextCtrl(self, -1,
2921	size=(_BOX_WIDTH,20),
2922	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2923	fun_box.SetToolTipString(\
2924	"Hit 'Enter' after typing to update the plot.")
2925	fun_box.SetValue(format_number(value, True))
2926	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2927	self.str_parameters.append([None,item, fun_box,
2928	None, None, None,
2929	None, None])
2930
2931
2932	else:
2933	## add parameters name with checkbox for selecting to fit
2934	cb = wx.CheckBox(self, -1, item )
2935	cb.SetToolTipString(" Check mark to fit.")
2936	#cb.SetValue(True)
2937	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2938
2939	sizer.Add( cb,( iy, ix),(1,1),
2940	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2941
2942	## add parameter value
2943	ix += 1
2944	value= self.model.getParam(item)
2945	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2946	style=wx.TE_PROCESS_ENTER)
2947	ctl1.SetToolTipString(\
2948	"Hit 'Enter' after typing to update the plot.")
2949	ctl1.SetValue(format_number(value, True))
2950	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2951	## text to show error sign
2952	ix += 1
2953	text2=wx.StaticText(self, -1, '+/-')
2954	sizer.Add(text2,(iy, ix),(1,1),\
2955	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2956	if not self.is_mac:
2957	text2.Hide()
2958	ix += 1
2959	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2960	sizer.Add(ctl2, (iy,ix),(1,1),
2961	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2962	if not self.is_mac:
2963	ctl2.Hide()
2964
2965	ix += 1
2966	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2967	style=wx.TE_PROCESS_ENTER,
2968	text_enter_callback = self._onparamRangeEnter)
2969
2970	sizer.Add(ctl3, (iy,ix),(1,1),
2971	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2972
2973	ix += 1
2974	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2975	style=wx.TE_PROCESS_ENTER,
2976	text_enter_callback = self._onparamRangeEnter)
2977	sizer.Add(ctl4, (iy,ix),(1,1),
2978	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2979
2980	ix +=1
2981	# Units
2982	if self.model.details.has_key(item):
2983	units = wx.StaticText(self, -1,
2984	self.model.details[item][0], style=wx.ALIGN_LEFT)
2985	else:
2986	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2987	sizer.Add(units, (iy,ix),(1,1),
2988	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2989
2990	##[cb state, name, value, "+/-", error of fit, min, max , units]
2991	self.parameters.append([cb,item, ctl1,
2992	text2,ctl2, ctl3, ctl4,units])
2993
2994	iy+=1
2995	sizer.Add((10,10),(iy,ix),(1,1),
2996	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2997
2998	# type can be either Guassian or Array
2999	if len(self.model.dispersion.values())>0:
3000	type= self.model.dispersion.values()[0]["type"]
3001	else:
3002	type = "Gaussian"
3003
3004	iy += 1
3005	ix = 0
3006	#Add tile for orientational angle
3007	for item in keys:
3008	if item in self.model.orientation_params:
3009	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3010	sizer.Add(orient_angle,(iy, ix),(1,1),
3011	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3012	if not self.data.__class__.__name__ == "Data2D" and \
3013	not self.enable2D:
3014	orient_angle.Hide()
3015	else:
3016	orient_angle.Show(True)
3017	break
3018
3019	#For Gaussian only
3020	if type.lower() != "array":
3021	for item in self.model.orientation_params:
3022	if not item in self.disp_list:
3023	##prepare a spot to store min max
3024	if not self.model.details.has_key(item):
3025	self.model.details [item] = ["",None,None]
3026
3027	iy += 1
3028	ix = 0
3029	## add parameters name with checkbox for selecting to fit
3030	cb = wx.CheckBox(self, -1, item )
3031	cb.SetValue(False)
3032	cb.SetToolTipString("Check mark to fit")
3033	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3034	if self.data.__class__.__name__ == "Data2D" or \
3035	self.enable2D:
3036	cb.Show(True)
3037	else:
3038	cb.Hide()
3039	sizer.Add( cb,( iy, ix),(1,1),
3040	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3041
3042	## add parameter value
3043	ix += 1
3044	value= self.model.getParam(item)
3045	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3046	style=wx.TE_PROCESS_ENTER)
3047	ctl1.SetToolTipString(\
3048	"Hit 'Enter' after typing to update the plot.")
3049	ctl1.SetValue(format_number(value, True))
3050	if self.data.__class__.__name__ == "Data2D" or \
3051	self.enable2D:
3052	ctl1.Show(True)
3053	else:
3054	ctl1.Hide()
3055	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3056	## text to show error sign
3057	ix += 1
3058	text2=wx.StaticText(self, -1, '+/-')
3059	sizer.Add(text2,(iy, ix),(1,1),\
3060	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3061
3062	text2.Hide()
3063	ix += 1
3064	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3065	sizer.Add(ctl2, (iy,ix),(1,1),
3066	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3067
3068	ctl2.Hide()
3069
3070
3071	ix += 1
3072	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3073	style=wx.TE_PROCESS_ENTER,
3074	text_enter_callback = self._onparamRangeEnter)
3075
3076	sizer.Add(ctl3, (iy,ix),(1,1),
3077	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3078	ctl3.Hide()
3079
3080	ix += 1
3081	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3082	style=wx.TE_PROCESS_ENTER,
3083	text_enter_callback = self._onparamRangeEnter)
3084	sizer.Add(ctl4, (iy,ix),(1,1),
3085	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3086
3087	ctl4.Hide()
3088
3089	if self.data.__class__.__name__ == "Data2D" or \
3090	self.enable2D:
3091	if self.is_mac:
3092	text2.Show(True)
3093	ctl2.Show(True)
3094	ctl3.Show(True)
3095	ctl4.Show(True)
3096
3097	ix +=1
3098	# Units
3099	if self.model.details.has_key(item):
3100	units = wx.StaticText(self, -1,
3101	self.model.details[item][0],
3102	style=wx.ALIGN_LEFT)
3103	else:
3104	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3105	if self.data.__class__.__name__ == "Data2D" or \
3106	self.enable2D:
3107	units.Show(True)
3108
3109	else:
3110	units.Hide()
3111
3112	sizer.Add(units, (iy,ix),(1,1),
3113	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3114
3115	##[cb state, name, value, "+/-", error of fit,min,max,units]
3116	self.parameters.append([cb,item, ctl1,
3117	text2,ctl2, ctl3, ctl4,units])
3118	self.orientation_params.append([cb,item, ctl1,
3119	text2,ctl2, ctl3, ctl4,units])
3120
3121	iy+=1
3122
3123	#Display units text on panel
3124	for item in keys:
3125	if self.model.details.has_key(item):
3126	self.text2_4.Show()
3127	#Fill the list of fittable parameters
3128	self.select_all_param(event=None)
3129
3130	self.save_current_state_fit()
3131	boxsizer1.Add(sizer)
3132	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3133	self.sizer3.Layout()
3134	self.Layout()
3135	#self.Refresh()
3136
3137	def on_right_down(self, event):
3138	"""
3139	Get key stroke event
3140	"""
3141	if self.data == None:
3142	return
3143	# Figuring out key combo: Cmd for copy, Alt for paste
3144	if event.AltDown() and event.ShiftDown():
3145	self._manager.show_ftol_dialog()
3146	flag = True
3147	elif event.AltDown() or event.ShiftDown():
3148	flag = False
3149	else:
3150	return
3151	# make event free
3152	event.Skip()
3153	# messages depending on the flag
3154	if not flag:
3155	msg = " Could not open ftol dialog;"
3156	msg += " Check if the Scipy fit engine is selected in the menubar."
3157	infor = 'warning'
3158	# inform msg to wx
3159	wx.PostEvent( self.parent.parent,
3160	StatusEvent(status= msg, info=infor))
3161
3162
3163	def _onModel2D(self, event):
3164	"""
3165	toggle view of model from 1D to 2D or 2D from 1D
3166	"""
3167	if self.model_view.GetLabelText() == "Show 2D":
3168	self.model_view.SetLabel("Show 1D")
3169	self.enable2D = True
3170
3171	else:
3172	self.model_view.SetLabel("Show 2D")
3173	self.enable2D = False
3174	self.create_default_data()
3175	self._manager.store_data(self.uid, data_list=[self.data])
3176
3177	self.set_model_param_sizer(self.model)
3178	self._set_sizer_dispersion()
3179	self._set_weight(is_2D= self.enable2D)
3180	self._set_smear_buttons()
3181	self._draw_model()
3182
3183
3184	self.state.enable2D = copy.deepcopy(self.enable2D)
3185
3186	def _set_smear_buttons(self):
3187	"""
3188	Set semarer radio buttons
3189	"""
3190	# more disables for 2D
3191	if self.data.__class__.__name__ == "Data2D" or \
3192	self.enable2D:
3193	self.slit_smearer.Disable()
3194	self.pinhole_smearer.Enable(True)
3195	self.default_mask = copy.deepcopy(self.data.mask)
3196	else:
3197	self.slit_smearer.Enable(True)
3198	self.pinhole_smearer.Enable(True)
3199
3200
3201	class BGTextCtrl(wx.TextCtrl):
3202	"""
3203	Text control used to display outputs.
3204	No editing allowed. The background is
3205	grayed out. User can't select text.
3206	"""
3207	def __init__(self, args, *kwds):
3208	wx.TextCtrl.__init__(self, args, *kwds)
3209	self.SetEditable(False)
3210	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3211
3212	# Bind to mouse event to avoid text highlighting
3213	# The event will be skipped once the call-back
3214	# is called.
3215	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3216
3217	def _click(self, event):
3218	"""
3219	Prevent further handling of the mouse event
3220	by not calling Skip().
3221	"""
3222	pass
3223

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 1153d0e

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