fitpage.py @ 09b3505

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 09b3505 was 7fd4afd, checked in by Jae Cho <jhjcho@…>, 13 years ago
put callafter into draw_model
Property mode set to `100644`
File size: 134.4 KB

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1
2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	#from sans.dataloader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	import basepage
25	from basepage import BasicPage
26	from basepage import PageInfoEvent
27	from sans.models.qsmearing import smear_selection
28
29	class FitPage(BasicPage):
30	"""
31	FitPanel class contains fields allowing to display results when
32	fitting a model and one data
33
34	:note: For Fit to be performed the user should check at least one parameter
35	on fit Panel window.
36	"""
37
38	def __init__(self,parent, color='rand'):
39	"""
40	Initialization of the Panel
41	"""
42	BasicPage.__init__(self, parent, color=color)
43
44	## draw sizer
45	self._fill_data_sizer()
46	self.is_2D = None
47	self.fit_started = False
48	self.weightbt_string = None
49	# get smear info from data
50	self._get_smear_info()
51	self._fill_model_sizer( self.sizer1)
52	self._get_defult_custom_smear()
53	self._fill_range_sizer()
54	self._set_smear(self.data)
55	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
56	# bind key event
57	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60	self._set_preview_flag(False)
61	self._set_copy_flag(False)
62	self._set_paste_flag(False)
63	self.btFit.SetFocus()
64	self.enable_fit_button()
65	self.fill_data_combobox(data_list=self.data_list)
66	#create a default data for an empty panel
67	self.create_default_data()
68
69	def enable_fit_button(self):
70	"""
71	Enable fit button if data is valid and model is valid
72	"""
73	flag = check_data_validity(self.data) & (self.model is not None)
74	self.btFit.Enable(flag)
75
76	def _fill_data_sizer(self):
77	"""
78	fill sizer 0 with data info
79	"""
80	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
81	if check_data_validity(self.data):
82	dname_color = wx.BLUE
83	else:
84	dname_color = wx.RED
85	self.data_box_description.SetForegroundColour(dname_color)
86	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
87	#----------------------------------------------------------
88	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
89	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
90	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
91	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
92	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
93	sizer_data.Add(self.dataSource)
94	sizer_data.Add( (0,5) )
95	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
96	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
97	self.sizer0.Layout()
98
99	def enable_datasource(self):
100	"""
101	Enable or disable data source control depending on existing data
102	"""
103	if not self.data_list:
104	self.dataSource.Disable()
105	else:
106	self.dataSource.Enable()
107
108	def fill_data_combobox(self, data_list):
109	"""
110	Get a list of data and fill the corresponding combobox
111	"""
112	self.dataSource.Clear()
113	self.data_list = data_list
114	self.enable_datasource()
115	if len(data_list) > 0:
116	#find the maximum range covering all data
117	qmin, qmax, npts = self.compute_data_set_range(data_list)
118	self.qmin_data_set = qmin
119	self.qmax_data_set = qmax
120	self.npts_data_set = npts
121
122	self.qmin.SetValue(str(self.qmin_data_set))
123	self.qmax.SetValue(str(self.qmax_data_set))
124	self.qmin.SetBackgroundColour("white")
125	self.qmax.SetBackgroundColour("white")
126	self.qmin_x = self.qmin_data_set
127	self.qmax_x = self.qmax_data_set
128	self.state.qmin = self.qmin_x
129	self.state.qmax = self.qmax_x
130	is_data = False
131	for data in self.data_list:
132	if data is not None:
133	self.dataSource.Append(str(data.name), clientData=data)
134	if not is_data:
135	is_data = check_data_validity(data)
136	self.dataSource.SetSelection(0)
137	self.on_select_data(event=None)
138
139	def on_select_data(self, event=None):
140	"""
141	"""
142	if event is None and self.dataSource.GetCount() > 0:
143	data = self.dataSource.GetClientData(0)
144	self.set_data(data)
145	elif self.dataSource.GetCount() > 0:
146	pos = self.dataSource.GetSelection()
147	data = self.dataSource.GetClientData(pos)
148	self.set_data(data)
149
150
151
152	def _on_fit_complete(self):
153	"""
154	When fit is complete ,reset the fit button label.
155	"""
156	self.btFit.SetLabel("Fit")
157	self.bind_fit_button()
158
159	def _is_2D(self):
160	"""
161	Check if data_name is Data2D
162
163	:return: True or False
164
165	"""
166	if self.data.__class__.__name__ == "Data2D" or \
167	self.enable2D:
168	return True
169	return False
170
171	def _on_engine_change(self, name):
172	"""
173	get the current name of the fit engine type
174	and update the panel accordingly
175	"""
176
177	self.engine_type = str(name)
178	self.state.engine_type = self.engine_type
179	if not self.is_mac:
180	if len(self.parameters) == 0:
181	self.Layout()
182	return
183	self.Layout()
184	self.Refresh()
185
186
187
188	def _fill_range_sizer(self):
189	"""
190	Fill the sizer containing the plotting range
191	add access to npts
192	"""
193	is_2Ddata = False
194
195	# Check if data is 2D
196	if self.data.__class__.__name__ == "Data2D" or \
197	self.enable2D:
198	is_2Ddata = True
199
200	title = "Fitting"
201	#smear messages & titles
202	smear_message_none = "No smearing is selected..."
203	smear_message_dqdata = "The dQ data is being used for smearing..."
204	smear_message_2d = \
205	"Higher accuracy is very time-expensive. Use it with care..."
206	smear_message_new_ssmear = \
207	"Please enter only the value of interest to customize smearing..."
208	smear_message_new_psmear = \
209	"Please enter both; the dQ will be generated by interpolation..."
210	smear_message_2d_x_title = "<dQp>[1/A]:"
211	smear_message_2d_y_title = "<dQs>[1/A]:"
212	smear_message_pinhole_min_title = "dQ_low[1/A]:"
213	smear_message_pinhole_max_title = "dQ_high[1/A]:"
214	smear_message_slit_height_title = "Slit height[1/A]:"
215	smear_message_slit_width_title = "Slit width[1/A]:"
216
217	self._get_smear_info()
218
219	#Sizers
220	box_description_range = wx.StaticBox(self, -1,str(title))
221	box_description_range.SetForegroundColour(wx.BLUE)
222	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
223	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
224	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
225	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
226	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
227	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
228	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
229	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
230	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
231
232	weighting_set_box= wx.StaticBox(self, -1,\
233	'Set Weighting by Selecting dI Source')
234	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
235	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
236	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
237	#Filling the sizer containing weighting info.
238	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
239	style=wx.RB_GROUP)
240	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
241	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
242	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
243	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
244	id=self.dI_noweight.GetId())
245	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
246	id=self.dI_didata.GetId())
247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
248	id=self.dI_sqrdata.GetId())
249	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
250	id=self.dI_idata.GetId())
251	self.dI_didata.SetValue(True)
252	# add 4 types of weighting to the sizer
253	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
254	sizer_weighting.Add((14,10))
255	sizer_weighting.Add( self.dI_didata)
256	sizer_weighting.Add((14,10))
257	sizer_weighting.Add( self.dI_sqrdata)
258	sizer_weighting.Add((14,10))
259	sizer_weighting.Add( self.dI_idata)
260	sizer_weighting.Add((10,10))
261	self.dI_noweight.Enable(False)
262	self.dI_didata.Enable(False)
263	self.dI_sqrdata.Enable(False)
264	self.dI_idata.Enable(False)
265	weighting_box.Add(sizer_weighting)
266
267	sizer_fit = wx.GridSizer(2, 4, 2, 6)
268
269	# combobox for smear2d accuracy selection
270	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
271	style=wx.CB_READONLY)
272	self._set_accuracy_list()
273	self.smear_accuracy.SetValue(self.smear2d_accuracy)
274	self.smear_accuracy.SetSelection(0)
275	self.smear_accuracy.SetToolTipString(\
276	"'Higher' uses more Gaussian points for smearing computation.")
277
278	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
279
280	#Fit button
281	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
282	self.default_bt_colour = self.btFit.GetDefaultAttributes()
283	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
284	self.btFit.SetToolTipString("Start fitting.")
285
286	#textcntrl for custom resolution
287	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
288	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
289	text_enter_callback = self.onPinholeSmear)
290	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
291	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
292	text_enter_callback = self.onPinholeSmear)
293	self.smear_slit_height= self.ModelTextCtrl(self, -1,
294	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
295	text_enter_callback = self.onSlitSmear)
296	self.smear_slit_width = self.ModelTextCtrl(self, -1,
297	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
298	text_enter_callback = self.onSlitSmear)
299
300	## smear
301	self.smear_data_left= BGTextCtrl(self, -1,
302	size=(_BOX_WIDTH-25,20), style=0)
303	self.smear_data_left.SetValue(str(self.dq_l))
304	self.smear_data_right = BGTextCtrl(self, -1,
305	size=(_BOX_WIDTH-25,20), style=0)
306	self.smear_data_right.SetValue(str(self.dq_r))
307
308	#set default values for smear
309	self.smear_pinhole_max.SetValue(str(self.dx_max))
310	self.smear_pinhole_min.SetValue(str(self.dx_min))
311	self.smear_slit_height.SetValue(str(self.dxl))
312	self.smear_slit_width.SetValue(str(self.dxw))
313
314	#Filling the sizer containing instruments smearing info.
315	self.disable_smearer = wx.RadioButton(self, -1,
316	'None', style=wx.RB_GROUP)
317	self.enable_smearer = wx.RadioButton(self, -1,
318	'Use dQ Data')
319	#self.enable_smearer.SetToolTipString(
320	#"Click to use the loaded dQ data for smearing.")
321	self.pinhole_smearer = wx.RadioButton(self, -1,
322	'Custom Pinhole Smear')
323	#self.pinhole_smearer.SetToolTipString
324	#("Click to input custom resolution for pinhole smearing.")
325	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
326	#self.slit_smearer.SetToolTipString
327	#("Click to input custom resolution for slit smearing.")
328	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
329	id=self.disable_smearer.GetId())
330	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
331	id=self.enable_smearer.GetId())
332	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
333	id=self.pinhole_smearer.GetId())
334	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
335	id=self.slit_smearer.GetId())
336	self.disable_smearer.SetValue(True)
337
338	# add 4 types of smearing to the sizer
339	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
340	sizer_smearer.Add((10,10))
341	sizer_smearer.Add( self.enable_smearer)
342	sizer_smearer.Add((10,10))
343	sizer_smearer.Add( self.pinhole_smearer )
344	sizer_smearer.Add((10,10))
345	sizer_smearer.Add( self.slit_smearer )
346	sizer_smearer.Add((10,10))
347
348	# StaticText for chi2, N(for fitting), Npts
349	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
350	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
351	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
352	self.Npts_fit.SetToolTipString(\
353	" Npts : number of points selected for fitting")
354	self.Npts_total = self.ModelTextCtrl(self, -1,
355	size=(_BOX_WIDTH, 20),
356	style=wx.TE_PROCESS_ENTER,
357	text_enter_callback=self._onQrangeEnter)
358	self.Npts_total.SetValue(format_number(self.npts_x))
359	self.Npts_total.SetToolTipString(\
360	" Total Npts : total number of data points")
361
362	# Update and Draw button
363	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
364	self.draw_button.Bind(wx.EVT_BUTTON, \
365	self._onDraw,id= self.draw_button.GetId())
366	self.draw_button.SetToolTipString("Compute and Draw.")
367
368	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
369	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
370	box_description_3= wx.StaticText(self, -1,'Total Npts')
371	box_description_3.SetToolTipString( \
372	" Total Npts : total number of data points")
373	#box_description_4= wx.StaticText(self, -1,' ')
374
375
376	sizer_fit.Add(box_description_1,0,0)
377	sizer_fit.Add(box_description_2,0,0)
378	sizer_fit.Add(box_description_3,0,0)
379	sizer_fit.Add(self.draw_button,0,0)
380	sizer_fit.Add(self.tcChi,0,0)
381	sizer_fit.Add(self.Npts_fit ,0,0)
382	sizer_fit.Add(self.Npts_total,0,0)
383	sizer_fit.Add(self.btFit,0,0)
384
385	# StaticText for smear
386	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
387	self.smear_description_none = wx.StaticText(self, -1,
388	smear_message_none , style=wx.ALIGN_LEFT)
389	self.smear_description_dqdata = wx.StaticText(self,
390	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
391	self.smear_description_type = wx.StaticText(self,
392	-1, "Type:" , style=wx.ALIGN_LEFT)
393	self.smear_description_accuracy_type = wx.StaticText(self, -1,
394	"Accuracy:" , style=wx.ALIGN_LEFT)
395	self.smear_description_smear_type = BGTextCtrl(self, -1,
396	size=(57,20), style=0)
397	self.smear_description_smear_type.SetValue(str(self.dq_l))
398	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
399	self.smear_description_2d = wx.StaticText(self, -1,
400	smear_message_2d , style=wx.ALIGN_LEFT)
401	self.smear_message_new_s = wx.StaticText(self, -1,
402	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
403	self.smear_message_new_p = wx.StaticText(self, -1,
404	smear_message_new_psmear , style=wx.ALIGN_LEFT)
405	self.smear_description_2d_x = wx.StaticText(self, -1,
406	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
407	self.smear_description_2d_x.SetToolTipString(\
408	" dQp(parallel) in q_r direction.")
409	self.smear_description_2d_y = wx.StaticText(self, -1,
410	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
411	self.smear_description_2d_y.SetToolTipString(\
412	" dQs(perpendicular) in q_phi direction.")
413	self.smear_description_pin_min = wx.StaticText(self, -1,
414	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
415	self.smear_description_pin_max = wx.StaticText(self, -1,
416	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
417	self.smear_description_slit_height = wx.StaticText(self, -1,
418	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
419	self.smear_description_slit_width = wx.StaticText(self, -1,
420	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
421
422	#arrange sizers
423	#boxsizer1.Add( self.tcChi )
424	self.sizer_set_smearer.Add(sizer_smearer )
425	self.sizer_set_smearer.Add((10,10))
426	self.sizer_set_smearer.Add( self.smear_description_none,
427	0, wx.CENTER, 10 )
428	self.sizer_set_smearer.Add( self.smear_description_dqdata,
429	0, wx.CENTER, 10 )
430	self.sizer_set_smearer.Add( self.smear_description_2d,
431	0, wx.CENTER, 10 )
432	self.sizer_new_smear.Add( self.smear_description_type,
433	0, wx.CENTER, 10 )
434	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
435	0, wx.CENTER, 10 )
436	self.sizer_new_smear.Add( self.smear_accuracy )
437	self.sizer_new_smear.Add( self.smear_description_smear_type,
438	0, wx.CENTER, 10 )
439	self.sizer_new_smear.Add((15,-1))
440	self.sizer_new_smear.Add( self.smear_description_2d_x,
441	0, wx.CENTER, 10 )
442	self.sizer_new_smear.Add( self.smear_description_pin_min,
443	0, wx.CENTER, 10 )
444	self.sizer_new_smear.Add( self.smear_description_slit_height,
445	0, wx.CENTER, 10 )
446
447	self.sizer_new_smear.Add( self.smear_pinhole_min,
448	0, wx.CENTER, 10 )
449	self.sizer_new_smear.Add( self.smear_slit_height,
450	0, wx.CENTER, 10 )
451	self.sizer_new_smear.Add( self.smear_data_left,
452	0, wx.CENTER, 10 )
453	self.sizer_new_smear.Add((20,-1))
454	self.sizer_new_smear.Add( self.smear_description_2d_y,
455	0, wx.CENTER, 10 )
456	self.sizer_new_smear.Add( self.smear_description_pin_max,
457	0, wx.CENTER, 10 )
458	self.sizer_new_smear.Add( self.smear_description_slit_width,
459	0, wx.CENTER, 10 )
460
461	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
462	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
463	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
464
465	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
466	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
467	self.sizer_set_smearer.Add((5,2))
468	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
469
470	# add all to chi2 sizer
471	sizer_smearer_box.Add(self.sizer_set_smearer)
472	sizer_chi2.Add(sizer_smearer_box)
473	sizer_chi2.Add((-1,5))
474	sizer_chi2.Add(weighting_box)
475	sizer_chi2.Add((-1,5))
476
477	# hide all smear messages and textctrl
478	self._hide_all_smear_info()
479
480	# get smear_selection
481	self.current_smearer= smear_selection( self.data, self.model )
482
483	# Show only the relevant smear messages, etc
484	if self.current_smearer == None:
485	if not is_2Ddata:
486	self.smear_description_none.Show(True)
487	self.enable_smearer.Disable()
488	else:
489	self.smear_description_none.Show(True)
490	#self.smear_description_2d.Show(True)
491	#self.pinhole_smearer.Disable()
492	self.slit_smearer.Disable()
493	#self.enable_smearer.Disable()
494	if self.data == None:
495	self.slit_smearer.Disable()
496	self.pinhole_smearer.Disable()
497	self.enable_smearer.Disable()
498	else: self._show_smear_sizer()
499	boxsizer_range.Add(self.sizer_set_masking)
500	#2D data? default
501	is_2Ddata = False
502
503	#check if it is 2D data
504	if self.data.__class__.__name__ == "Data2D" or \
505	self.enable2D:
506	is_2Ddata = True
507
508	self.sizer5.Clear(True)
509
510	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
511	style=wx.TE_PROCESS_ENTER,
512	text_enter_callback = self._onQrangeEnter)
513	self.qmin.SetValue(str(self.qmin_x))
514	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
515
516	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
517	style=wx.TE_PROCESS_ENTER,
518	text_enter_callback=self._onQrangeEnter)
519	self.qmax.SetValue(str(self.qmax_x))
520	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
521	"""
522	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
523	style=wx.TE_PROCESS_ENTER,
524	text_enter_callback=self._onQrangeEnter)
525	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
526	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
527	"""
528	id = wx.NewId()
529	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
530
531	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
532	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
533
534	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
535	sizer= wx.GridSizer(2, 4, 2, 6)
536
537	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
538	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
539	self.btEditMask.SetToolTipString("Edit Mask.")
540	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
541
542	sizer.Add(wx.StaticText(self, -1, ' Q range'))
543	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
544	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
545	sizer.Add(self.EditMask_title)
546	#sizer.Add(wx.StaticText(self, -1, ''))
547	sizer.Add(self.reset_qrange)
548	sizer.Add(self.qmin)
549	sizer.Add(self.qmax)
550	#sizer.Add(self.theory_npts_tcrtl)
551	sizer.Add(self.btEditMask)
552	boxsizer_range.Add(sizer_chi2)
553	boxsizer_range.Add((10,10))
554	boxsizer_range.Add(sizer)
555
556	boxsizer_range.Add((10,15))
557	boxsizer_range.Add(sizer_fit)
558	if is_2Ddata:
559	self.btEditMask.Enable()
560	self.EditMask_title.Enable()
561	else:
562	self.btEditMask.Disable()
563	self.EditMask_title.Disable()
564	## save state
565	self.save_current_state()
566	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
567	self.sizer5.Layout()
568
569
570	def _fill_model_sizer(self, sizer):
571	"""
572	fill sizer containing model info
573	"""
574	##Add model function Details button in fitpanel.
575	##The following 3 lines are for Mac. Let JHC know before modifying...
576	title = "Model"
577	self.formfactorbox = None
578	self.multifactorbox = None
579	self.mbox_description= wx.StaticBox(self, -1,str(title))
580	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
581	self.mbox_description.SetForegroundColour(wx.RED)
582	id = wx.NewId()
583	self.model_help =wx.Button(self,id,'Details', size=(80,23))
584	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
585	self.model_help.SetToolTipString("Model Function Help")
586	id = wx.NewId()
587	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
588	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
589	hint = "toggle view of model from 1D to 2D or 2D to 1D"
590	self.model_view.SetToolTipString(hint)
591
592	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
593	style=wx.RB_GROUP)
594	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
595	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
596	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
597
598	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
599	id= self.shape_rbutton.GetId())
600	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
601	id= self.shape_indep_rbutton.GetId())
602	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
603	id= self.struct_rbutton.GetId())
604	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
605	id= self.plugin_rbutton.GetId())
606	#MAC needs SetValue
607	self.shape_rbutton.SetValue(True)
608
609	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
610	sizer_radiobutton.Add(self.shape_rbutton)
611	sizer_radiobutton.Add(self.shape_indep_rbutton)
612	#sizer_radiobutton.Add((5, 5))
613	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
614	sizer_radiobutton.Add(self.plugin_rbutton)
615	sizer_radiobutton.Add(self.struct_rbutton)
616	#sizer_radiobutton.Add((5, 5))
617	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
618
619	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
620	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
621
622	self.text1 = wx.StaticText(self,-1,"" )
623	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
624	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
625	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
626	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
627	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
628
629	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
630	if self.model!= None:
631	self.formfactorbox.SetValue(self.model.name)
632	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
633	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
634	self.initialize_combox()
635	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
636
637	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
638	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
639	## check model type to show sizer
640	if self.model !=None:
641	self._set_model_sizer_selection(self.model)
642
643	sizer_selection.Add(self.text1)
644	sizer_selection.Add((5, 5))
645	sizer_selection.Add(self.formfactorbox)
646	sizer_selection.Add((5, 5))
647	sizer_selection.Add(self.text2)
648	sizer_selection.Add((5, 5))
649	sizer_selection.Add(self.structurebox)
650
651	mutifactor_selection.Add((10,5))
652	mutifactor_selection.Add(self.mutifactor_text)
653	mutifactor_selection.Add(self.multifactorbox)
654	mutifactor_selection.Add((5, 5))
655	mutifactor_selection.Add(self.mutifactor_text1)
656	mutifactor_selection.Add((10, 5))
657	mutifactor_selection.Add(self.show_sld_button)
658
659
660	boxsizer1.Add(sizer_radiobutton)
661	boxsizer1.Add((10, 10))
662	boxsizer1.Add(sizer_selection)
663	boxsizer1.Add((10, 10))
664	boxsizer1.Add(mutifactor_selection)
665
666	self._set_multfactor_combobox()
667	self.multifactorbox.SetSelection(1)
668	self.show_sld_button.Hide()
669	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
670	sizer.Layout()
671
672	def _set_sizer_dispersion(self):
673	"""
674	draw sizer with gaussian dispersity parameters
675	"""
676	self.fittable_param=[]
677	self.fixed_param=[]
678	self.orientation_params_disp=[]
679
680	self.sizer4_4.Clear(True)
681	if self.model==None:
682	##no model is selected
683	return
684	if not self.enable_disp.GetValue():
685	## the user didn't select dispersity display
686	return
687
688	self._reset_dispersity()
689
690	## fill a sizer with the combobox to select dispersion type
691	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
692	model_disp = wx.StaticText(self, -1, 'Function')
693	CHECK_STATE = self.cb1.GetValue()
694	import sans.models.dispersion_models
695	self.polydisp= sans.models.dispersion_models.models
696
697	ix = 0
698	iy = 0
699	disp = wx.StaticText(self, -1, ' ')
700	self.sizer4_4.Add(disp,( iy, ix),(1,1),
701	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
702	ix += 1
703	values = wx.StaticText(self, -1, 'PD[ratio]')
704	polytext = "Polydispersity (= STD/mean); "
705	polytext += "the standard deviation over the mean value."
706	values.SetToolTipString(polytext)
707
708	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
709	0)
710	ix +=2
711	if self.is_mac:
712	err_text = 'Error'
713	else:
714	err_text = ''
715	self.text_disp_1 = wx.StaticText(self, -1, err_text)
716	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
717	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
718
719
720	ix +=1
721	self.text_disp_min = wx.StaticText(self, -1, 'Min')
722	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
723	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
724
725	ix +=1
726	self.text_disp_max = wx.StaticText(self, -1, 'Max')
727	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
728	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
729
730	ix += 1
731	npts = wx.StaticText(self, -1, 'Npts')
732	npts.SetToolTipString("Number of sampling points for the numerical\n\
733	integration over the distribution function.")
734	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
735	ix += 1
736	nsigmas = wx.StaticText(self, -1, 'Nsigs')
737	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
738	of the distribution function will be used for weighting. \n\
739	The value '3' covers 99.5% for Gaussian distribution \n\
740	function. Note: Not recommended to change this value.")
741	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
742	0)
743	ix +=1
744	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
745	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
746
747	if self.engine_type=="park":
748	self.text_disp_max.Show(True)
749	self.text_disp_min.Show(True)
750
751	for item in self.model.dispersion.keys():
752	if not item in self.model.orientation_params:
753	if not self.disp_cb_dict.has_key(item):
754	self.disp_cb_dict[item]= None
755	name0="Distribution of " + item
756	name1=item+".width"
757	name2=item+".npts"
758	name3=item+".nsigmas"
759	if not self.model.details.has_key(name1):
760	self.model.details [name1] = ["",None,None]
761
762	iy += 1
763	for p in self.model.dispersion[item].keys():
764
765	if p=="width":
766	ix = 0
767	cb = wx.CheckBox(self, -1, name0, (10, 10))
768	cb.SetValue(CHECK_STATE)
769	cb.SetToolTipString("Check mark to fit")
770	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
771	self.sizer4_4.Add( cb,( iy, ix),(1,1),
772	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
773	5)
774	ix = 1
775	value= self.model.getParam(name1)
776	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
777	,style=wx.TE_PROCESS_ENTER)
778	ctl1.SetLabel('PD[ratio]')
779	poly_text = "Polydispersity (STD/mean) of %s\n" % item
780	poly_text += "STD: the standard deviation"
781	poly_text += " from the mean value."
782	ctl1.SetToolTipString(poly_text)
783	ctl1.SetValue(str (format_number(value, True)))
784	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
785	## text to show error sign
786	ix = 2
787	text2=wx.StaticText(self, -1, '+/-')
788	self.sizer4_4.Add(text2,(iy, ix),(1,1),
789	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
790	if not self.is_mac:
791	text2.Hide()
792
793	ix = 3
794	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
795	style=0)
796
797	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
798	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
799	if not self.is_mac:
800	ctl2.Hide()
801
802	ix = 4
803	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
804	20), style=wx.TE_PROCESS_ENTER,
805	text_enter_callback = self._onparamRangeEnter)
806
807	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
808	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
809
810
811	ix = 5
812	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
813	20), style=wx.TE_PROCESS_ENTER,
814	text_enter_callback = self._onparamRangeEnter)
815
816	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
817	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
818
819
820	if self.engine_type=="park":
821	ctl3.Show(True)
822	ctl4.Show(True)
823
824	elif p=="npts":
825	ix = 6
826	value= self.model.getParam(name2)
827	Tctl = self.ModelTextCtrl(self, -1,
828	size=(_BOX_WIDTH/2.2,20),
829	style=wx.TE_PROCESS_ENTER)
830
831	Tctl.SetValue(str (format_number(value)))
832	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
833	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
834	self.fixed_param.append([None,name2, Tctl,None,None,
835	None, None,None])
836	elif p=="nsigmas":
837	ix = 7
838	value= self.model.getParam(name3)
839	Tct2 = self.ModelTextCtrl(self, -1,
840	size=(_BOX_WIDTH/2.2,20),
841	style=wx.TE_PROCESS_ENTER)
842
843	Tct2.SetValue(str (format_number(value)))
844	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
845	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
846	#ix +=1
847	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
848	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
849
850	self.fixed_param.append([None, name3, Tct2,
851	None, None, None,
852	None, None])
853
854
855	ix = 8
856	disp_box = wx.ComboBox(self, -1,size=(65,-1),
857	style=wx.CB_READONLY, name = '%s'% name1)
858	for key, value in self.polydisp.iteritems():
859	name_disp = str(key)
860	disp_box.Append(name_disp,value)
861	disp_box.SetStringSelection("gaussian")
862	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
863	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
864	self.fittable_param.append([cb,name1,ctl1,text2,
865	ctl2, ctl3, ctl4, disp_box])
866
867	ix =0
868	iy +=1
869	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
870	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
871	first_orient = True
872	for item in self.model.dispersion.keys():
873	if item in self.model.orientation_params:
874	if not self.disp_cb_dict.has_key(item):
875	self.disp_cb_dict[item]= None
876	name0="Distribution of " + item
877	name1=item+".width"
878	name2=item+".npts"
879	name3=item+".nsigmas"
880
881	if not self.model.details.has_key(name1):
882	self.model.details [name1] = ["",None,None]
883
884
885	iy += 1
886	for p in self.model.dispersion[item].keys():
887
888	if p=="width":
889	ix = 0
890	cb = wx.CheckBox(self, -1, name0, (10, 10))
891	cb.SetValue(CHECK_STATE)
892	cb.SetToolTipString("Check mark to fit")
893	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
894	self.sizer4_4.Add( cb,( iy, ix),(1,1),
895	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
896	5)
897	if self.data.__class__.__name__ == "Data2D" or \
898	self.enable2D:
899	cb.Show(True)
900	elif cb.IsShown():
901	cb.Hide()
902	ix = 1
903	value= self.model.getParam(name1)
904	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
905	20),style=wx.TE_PROCESS_ENTER)
906	poly_tip = "Absolute Sigma for %s." % item
907	ctl1.SetToolTipString(poly_tip)
908	ctl1.SetValue(str (format_number(value, True)))
909	if self.data.__class__.__name__ == "Data2D" or \
910	self.enable2D:
911	if first_orient:
912	values.SetLabel('PD[ratio], Sig[deg]')
913	poly_text = "PD(polydispersity for lengths):\n"
914	poly_text += "It should be a value between"
915	poly_text += "0 and 1\n"
916	poly_text += "Sigma for angles: \n"
917	poly_text += "It is the STD (ratio*mean)"
918	poly_text += " of the distribution.\n "
919
920	values.SetToolTipString(poly_text)
921	first_orient = False
922	ctl1.Show(True)
923	elif ctl1.IsShown():
924	ctl1.Hide()
925
926	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
927	## text to show error sign
928	ix = 2
929	text2=wx.StaticText(self, -1, '+/-')
930	self.sizer4_4.Add(text2,(iy, ix),(1,1),
931	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
932
933	text2.Hide()
934
935	ix = 3
936	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
937	style=0)
938
939	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
940	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
941
942	ctl2.Hide()
943	if self.data.__class__.__name__ == "Data2D" or \
944	self.enable2D:
945	if self.is_mac:
946	text2.Show(True)
947	ctl2.Show(True)
948
949	ix = 4
950	ctl3 = self.ModelTextCtrl(self, -1,
951	size=(_BOX_WIDTH/2,20),
952	style=wx.TE_PROCESS_ENTER,
953	text_enter_callback = self._onparamRangeEnter)
954
955	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
956	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
957
958	ctl3.Hide()
959
960	ix = 5
961	ctl4 = self.ModelTextCtrl(self, -1,
962	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
963	text_enter_callback = self._onparamRangeEnter)
964	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
965	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
966	ctl4.Hide()
967
968	if self.data.__class__.__name__ == "Data2D" or \
969	self.enable2D:
970	ctl3.Show(True)
971	ctl4.Show(True)
972
973	elif p=="npts":
974	ix = 6
975	value= self.model.getParam(name2)
976	Tctl = self.ModelTextCtrl(self, -1,
977	size=(_BOX_WIDTH/2.2, 20),
978	style=wx.TE_PROCESS_ENTER)
979
980	Tctl.SetValue(str (format_number(value)))
981	if self.data.__class__.__name__ == "Data2D" or \
982	self.enable2D:
983	Tctl.Show(True)
984	else:
985	Tctl.Hide()
986	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
987	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
988	self.fixed_param.append([None,name2, Tctl,None,None,
989	None, None,None])
990	self.orientation_params_disp.append([None,name2,
991	Tctl,None,None,
992	None, None,None])
993	elif p=="nsigmas":
994	ix = 7
995	value= self.model.getParam(name3)
996	Tct2 = self.ModelTextCtrl(self, -1,
997	size=(_BOX_WIDTH/2.2,20),
998	style=wx.TE_PROCESS_ENTER)
999
1000	Tct2.SetValue(str (format_number(value)))
1001	if self.data.__class__.__name__ == "Data2D" or \
1002	self.enable2D:
1003	Tct2.Show(True)
1004	else:
1005	Tct2.Hide()
1006	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
1007	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
1008
1009
1010	self.fixed_param.append([None,name3, Tct2
1011	,None,None, None, None,None])
1012
1013	self.orientation_params_disp.append([None,name3,
1014	Tct2 ,None,None, None, None,None])
1015
1016
1017	ix = 8
1018	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1019	style=wx.CB_READONLY, name = '%s'% name1)
1020	for key, value in self.polydisp.iteritems():
1021	name_disp = str(key)
1022	disp_box.Append(name_disp,value)
1023	disp_box.SetStringSelection("gaussian")
1024	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1025	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1026	self.fittable_param.append([cb,name1,ctl1,text2,
1027	ctl2, ctl3, ctl4, disp_box])
1028	self.orientation_params_disp.append([cb,name1,ctl1,
1029	text2, ctl2, ctl3, ctl4, disp_box])
1030
1031	if self.data.__class__.__name__ == "Data2D" or \
1032	self.enable2D:
1033	disp_box.Show(True)
1034	else:
1035	disp_box.Hide()
1036
1037
1038	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1039
1040	self.state.model = self.model.clone()
1041	## save state into
1042	self.state.cb1 = self.cb1.GetValue()
1043	self._copy_parameters_state(self.parameters, self.state.parameters)
1044	self._copy_parameters_state(self.orientation_params_disp,
1045	self.state.orientation_params_disp)
1046	self._copy_parameters_state(self.fittable_param,
1047	self.state.fittable_param)
1048	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1049
1050
1051	wx.PostEvent(self.parent, StatusEvent(status=\
1052	" Selected Distribution: Gaussian"))
1053	#Fill the list of fittable parameters
1054	#self.select_all_param(event=None)
1055	self.get_all_checked_params()
1056	self.Layout()
1057
1058
1059	def _onDraw(self, event):
1060	"""
1061	Update and Draw the model
1062	"""
1063	if self.model ==None:
1064	msg="Please select a Model first..."
1065	wx.MessageBox(msg, 'Info')
1066
1067	return
1068	flag = self._update_paramv_on_fit()
1069	wx.CallAfter(self._onparamEnter_helper)
1070	if not flag:
1071	msg= "The parameters are invalid"
1072	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1073	return
1074
1075
1076	def _onFit(self, event):
1077	"""
1078	Allow to fit
1079	"""
1080	if event != None:
1081	event.Skip()
1082	if len(self.parent._manager.fit_thread_list)>0 and\
1083	self.parent._manager._fit_engine != "park" and\
1084	self._manager.sim_page.uid == self.uid:
1085	msg = "The FitEnging will be set to 'ParkMC'\n"
1086	msg += " to fit with more than one data set..."
1087	wx.MessageBox(msg, 'Info')
1088	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1089	# "Fitting: %s"%msg))
1090
1091	if self.data is None:
1092	msg = "Please get Data first..."
1093	wx.MessageBox(msg, 'Info')
1094	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1095	"Fit: %s" % msg))
1096	return
1097	if self.model is None:
1098	msg = "Please select a Model first..."
1099	wx.MessageBox(msg, 'Info')
1100	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1101	"Fit: %s"%msg, type="stop"))
1102	return
1103
1104	if len(self.param_toFit) <= 0:
1105	msg= "Select at least one parameter to fit"
1106	wx.MessageBox(msg, 'Info')
1107	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1108	type="stop" ))
1109	return
1110
1111	flag = self._update_paramv_on_fit()
1112
1113	if self.batch_on and not self._is_2D():
1114	if not self._validate_Npts_1D():
1115	return
1116
1117	if not flag:
1118	msg= "Fitting range or parameters are invalid"
1119	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1120	type="stop"))
1121	return
1122
1123	self.select_param(event =None)
1124
1125	#Clear errors if exist from previous fitting
1126	#self._clear_Err_on_Fit()
1127
1128	# Remove or do not allow fitting on the Q=0 point, especially
1129	# when y(q=0)=None at x[0].
1130	self.qmin_x = float(self.qmin.GetValue())
1131	self.qmax_x = float(self.qmax.GetValue())
1132	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1133	self._manager.schedule_for_fit(uid=self.uid,value=1)
1134	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1135	qmax=self.qmax_x)
1136
1137	#single fit
1138	self._manager.onFit(uid=self.uid)
1139	self.btFit.SetLabel("Stop")
1140	self.bind_fit_button()
1141
1142	def get_weight_flag(self):
1143	"""
1144	Get flag corresponding to a given weighting dI data.
1145	"""
1146	button_list = [self.dI_noweight,
1147	self.dI_didata,
1148	self.dI_sqrdata,
1149	self.dI_idata]
1150	flag = 1
1151	for item in button_list:
1152	if item.GetValue():
1153	if button_list.index(item) == 0:
1154	flag = 0 #dy = numpy.ones_like(dy_data)
1155	elif button_list.index(item) == 1:
1156	flag = 1 #dy = dy_data
1157	elif button_list.index(item) == 2:
1158	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1159	elif button_list.index(item) == 3:
1160	flag = 3 # dy = numpy.abs(data)
1161	break
1162	return flag
1163
1164	def bind_fit_button(self):
1165	"""
1166	bind the fit button to either fit handler or stop fit handler
1167	"""
1168	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1169	if self.btFit.GetLabel().lower() == "stop":
1170	self.fit_started = True
1171	self.btFit.SetForegroundColour('red')
1172	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1173	id=self.btFit.GetId())
1174	elif self.btFit.GetLabel().lower() == "fit":
1175	self.fit_started = False
1176	self.btFit.SetDefault()
1177	self.btFit.SetForegroundColour('black')
1178	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1179	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1180	id=self.btFit.GetId())
1181	else:
1182	msg = "FitPage: fit button has unknown label"
1183	raise ValuerError, msg
1184	self._manager._reset_schedule_problem(value=0)
1185
1186	def is_fitting(self):
1187	if self.fit_started:
1188	self._StopFit(event=None)
1189
1190	def _StopFit(self, event=None):
1191	"""
1192	Stop fit
1193	"""
1194	#time.sleep(0.1)
1195	if event != None:
1196	event.Skip()
1197	#if self.engine_type=="scipy":
1198	self._manager.stop_fit(self.uid)
1199	self._manager._reset_schedule_problem(value=0)
1200	self._on_fit_complete()
1201
1202	def rename_model(self):
1203	"""
1204	find a short name for model
1205	"""
1206	if self.model is not None:
1207	self.model.name = "M" + str(self.index_model)
1208
1209
1210	def _on_select_model(self, event=None):
1211	"""
1212	call back for model selection
1213	"""
1214	self.Show(False)
1215	copy_flag = False
1216	is_poly_enabled = None
1217	if event != None:
1218	if (event.GetEventObject() == self.formfactorbox\
1219	and self.structurebox.GetValue() != 'None')\
1220	or event.GetEventObject() == self.structurebox\
1221	or event.GetEventObject() == self.multifactorbox:
1222	copy_flag = self.get_copy_params()
1223	is_poly_enabled = self.enable_disp.GetValue()
1224
1225	self._on_select_model_helper()
1226	self.set_model_param_sizer(self.model)
1227	if self.model is None:
1228	self._set_bookmark_flag(False)
1229	self._keep.Enable(False)
1230	self._set_save_flag(False)
1231	self.enable_disp.SetValue(False)
1232	self.disable_disp.SetValue(True)
1233	try:
1234	self.set_dispers_sizer()
1235	except:
1236	pass
1237	#self.btFit.SetFocus()
1238	self.state.enable_disp = self.enable_disp.GetValue()
1239	self.state.disable_disp = self.disable_disp.GetValue()
1240	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1241	self.state.slit_smearer = self.slit_smearer.GetValue()
1242
1243	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1244	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1245	self.enable_fit_button()
1246	if self.model != None:
1247	self.rename_model()
1248	self._set_copy_flag(True)
1249	self._set_paste_flag(True)
1250	if self.data is not None:
1251	is_data = check_data_validity(self.data)
1252	if is_data:
1253	self._set_bookmark_flag(True)
1254	self._keep.Enable(True)
1255	#self._set_save_flag(True)
1256	# Reset smearer, model and data
1257	if not copy_flag:
1258	self.disable_smearer.SetValue(True)
1259	self.enable_smearer.SetValue(False)
1260
1261	# more disables for 2D
1262	self._set_smear_buttons()
1263
1264	try:
1265	# update smearer sizer
1266	#if not self.enable_smearer.GetValue():
1267	# self.disable_smearer.SetValue(True)
1268	self.onSmear(None)
1269	temp_smear = None
1270	if not self.disable_smearer.GetValue():
1271	# Set the smearer environments
1272	temp_smear = self.current_smearer
1273	except:
1274	raise
1275	## error occured on chisqr computation
1276	#pass
1277	## event to post model to fit to fitting plugins
1278	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1279
1280	## set smearing value whether or not
1281	# the data contain the smearing info
1282	evt = ModelEventbox(model=self.model,
1283	smearer=temp_smear,
1284	enable_smearer=not self.disable_smearer.GetValue(),
1285	qmin=float(self.qmin_x),
1286	uid=self.uid,
1287	caption=self.window_caption,
1288	qmax=float(self.qmax_x))
1289
1290	self._manager._on_model_panel(evt=evt)
1291	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1292	self.mbox_description.SetForegroundColour(wx.BLUE)
1293	self.state.model = self.model.clone()
1294	self.state.model.name = self.model.name
1295
1296
1297	if event != None:
1298	## post state to fit panel
1299	new_event = PageInfoEvent(page = self)
1300	wx.PostEvent(self.parent, new_event)
1301	#update list of plugins if new plugin is available
1302	if self.plugin_rbutton.GetValue():
1303	temp = self.parent.update_model_list()
1304	if temp:
1305	self.model_list_box = temp
1306	current_val = self.formfactorbox.GetValue()
1307	pos = self.formfactorbox.GetSelection()
1308	self._show_combox_helper()
1309	self.formfactorbox.SetSelection(pos)
1310	self.formfactorbox.SetValue(current_val)
1311	# when select a model only from guictr/button
1312	if is_poly_enabled != None:
1313	self.enable_disp.SetValue(is_poly_enabled)
1314	self.disable_disp.SetValue(not is_poly_enabled)
1315	self._set_dipers_Param(event=None)
1316	self.state.enable_disp = self.enable_disp.GetValue()
1317	self.state.disable_disp = self.disable_disp.GetValue()
1318
1319	# Keep the previous param values
1320	if copy_flag:
1321	self.get_paste_params(copy_flag)
1322	wx.CallAfter(self._onDraw, None)
1323
1324	else:
1325	self._draw_model()
1326
1327	if self.batch_on:
1328	self.slit_smearer.Enable(False)
1329	self.pinhole_smearer.Enable(False)
1330	self.btEditMask.Disable()
1331	self.EditMask_title.Disable()
1332
1333	self.Show(True)
1334	self.SetupScrolling()
1335
1336	def _onparamEnter(self,event):
1337	"""
1338	when enter value on panel redraw model according to changed
1339	"""
1340	if self.model ==None:
1341	msg="Please select a Model first..."
1342	wx.MessageBox(msg, 'Info')
1343	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1344	# "Parameters: %s"%msg))
1345	return
1346
1347	#default flag
1348	flag = False
1349	self.fitrange = True
1350	#get event object
1351	tcrtl = event.GetEventObject()
1352
1353	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1354	# updating ... ",type="update"))
1355	#Clear msg if previously shown.
1356	msg= ""
1357	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1358
1359	if check_float(tcrtl):
1360	flag = self._onparamEnter_helper()
1361	self.set_npts2fit()
1362	if self.fitrange:
1363	temp_smearer = None
1364	if not self.disable_smearer.GetValue():
1365	temp_smearer= self.current_smearer
1366	## set smearing value whether or not
1367	# the data contain the smearing info
1368	if self.slit_smearer.GetValue():
1369	flag1 = self.update_slit_smear()
1370	flag = flag or flag1
1371	elif self.pinhole_smearer.GetValue():
1372	flag1 = self.update_pinhole_smear()
1373	flag = flag or flag1
1374	elif self.data.__class__.__name__ != "Data2D" and \
1375	not self.enable2D:
1376	self._manager.set_smearer(smearer=temp_smearer,
1377	fid=self.data.id,
1378	uid=self.uid,
1379	qmin= float(self.qmin_x),
1380	qmax= float(self.qmax_x),
1381	enable_smearer=not self.disable_smearer.GetValue(),
1382	draw=True)
1383	if flag:
1384	#self.compute_chisqr(smearer= temp_smearer)
1385
1386	## new state posted
1387	if self.state_change:
1388	#self._undo.Enable(True)
1389	event = PageInfoEvent(page = self)
1390	wx.PostEvent(self.parent, event)
1391	self.state_change= False
1392	else:
1393	# invalid fit range: do nothing here:
1394	# msg already displayed in validate
1395	return
1396	else:
1397	self.save_current_state()
1398	msg= "Cannot Plot :Must enter a number!!! "
1399	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1400
1401	self.save_current_state()
1402	return
1403
1404	def _onparamRangeEnter(self, event):
1405	"""
1406	Check validity of value enter in the parameters range field
1407	"""
1408	#if self.check_invalid_panel():
1409	# return
1410	tcrtl= event.GetEventObject()
1411	#Clear msg if previously shown.
1412	msg= ""
1413	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1414	# Flag to register when a parameter has changed.
1415	is_modified = False
1416	if tcrtl.GetValue().lstrip().rstrip()!="":
1417	try:
1418	value = float(tcrtl.GetValue())
1419	tcrtl.SetBackgroundColour(wx.WHITE)
1420	self._check_value_enter(self.fittable_param ,is_modified)
1421	self._check_value_enter(self.parameters ,is_modified)
1422	except:
1423	tcrtl.SetBackgroundColour("pink")
1424	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1425	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1426	return
1427	else:
1428	tcrtl.SetBackgroundColour(wx.WHITE)
1429
1430	#self._undo.Enable(True)
1431	self.save_current_state()
1432	event = PageInfoEvent(page = self)
1433	wx.PostEvent(self.parent, event)
1434	self.state_change= False
1435
1436
1437	def _onQrangeEnter(self, event):
1438	"""
1439	Check validity of value enter in the Q range field
1440	"""
1441	tcrtl = event.GetEventObject()
1442	#Clear msg if previously shown.
1443	msg= ""
1444	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1445	# Flag to register when a parameter has changed.
1446	is_modified = False
1447	if tcrtl.GetValue().lstrip().rstrip()!="":
1448	try:
1449	value = float(tcrtl.GetValue())
1450	tcrtl.SetBackgroundColour(wx.WHITE)
1451
1452	# If qmin and qmax have been modified, update qmin and qmax
1453	if self._validate_qrange( self.qmin, self.qmax):
1454	tempmin = float(self.qmin.GetValue())
1455	if tempmin != self.qmin_x:
1456	self.qmin_x = tempmin
1457	tempmax = float(self.qmax.GetValue())
1458	if tempmax != self.qmax_x:
1459	self.qmax_x = tempmax
1460	else:
1461	tcrtl.SetBackgroundColour("pink")
1462	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1463	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1464	return
1465
1466	except:
1467	tcrtl.SetBackgroundColour("pink")
1468	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1469	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1470	return
1471	#Check if # of points for theory model are valid(>0).
1472	# check for 2d
1473	if self.data.__class__.__name__ == "Data2D" or \
1474	self.enable2D:
1475	# set mask
1476	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1477	self.data.qy_data*self.data.qy_data )
1478	index_data = ((self.qmin_x <= radius)& \
1479	(radius<= self.qmax_x))
1480	index_data = (index_data)&(self.data.mask)
1481	index_data = (index_data)&(numpy.isfinite(self.data.data))
1482	if len(index_data[index_data]) < 10:
1483	msg = "Cannot Plot :No or too little npts in"
1484	msg += " that data range!!! "
1485	wx.PostEvent(self.parent.parent,
1486	StatusEvent(status=msg))
1487	return
1488	else:
1489	#self.data.mask = index_data
1490	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1491	self.set_npts2fit()
1492	else:
1493	index_data = ((self.qmin_x <= self.data.x)& \
1494	(self.data.x <= self.qmax_x))
1495	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1496
1497	self.npts_x = self.Npts_total.GetValue()
1498	self.create_default_data()
1499	self._save_plotting_range()
1500	else:
1501	tcrtl.SetBackgroundColour("pink")
1502	msg= "Model Error:wrong value entered!!!"
1503	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1504
1505	self._draw_model()
1506	self.save_current_state()
1507	event = PageInfoEvent(page = self)
1508	wx.PostEvent(self.parent, event)
1509	self.state_change= False
1510	return
1511
1512	def _clear_Err_on_Fit(self):
1513	"""
1514	hide the error text control shown
1515	after fitting
1516	"""
1517	if self.is_mac:
1518	return
1519	if hasattr(self,"text2_3"):
1520	self.text2_3.Hide()
1521
1522	if len(self.parameters)>0:
1523	for item in self.parameters:
1524	#Skip t ifhe angle parameters if 1D data
1525	if self.data.__class__.__name__ != "Data2D" and \
1526	not self.enable2D:
1527	if item in self.orientation_params:
1528	continue
1529	if item in self.param_toFit:
1530	continue
1531	## hide statictext +/-
1532	if len(item) < 4 :
1533	continue
1534	if item[3]!=None and item[3].IsShown():
1535	item[3].Hide()
1536	## hide textcrtl for error after fit
1537	if item[4]!=None and item[4].IsShown():
1538	item[4].Hide()
1539
1540	if len(self.fittable_param)>0:
1541	for item in self.fittable_param:
1542	#Skip t ifhe angle parameters if 1D data
1543	if self.data.__class__.__name__ != "Data2D" and \
1544	not self.enable2D:
1545	if item in self.orientation_params:
1546	continue
1547	if item in self.param_toFit:
1548	continue
1549	if len(item) < 4 :
1550	continue
1551	## hide statictext +/-
1552	if item[3]!=None and item[3].IsShown():
1553	item[3].Hide()
1554	## hide textcrtl for error after fit
1555	if item[4]!=None and item[4].IsShown():
1556	item[4].Hide()
1557	return
1558
1559	def _get_defult_custom_smear(self):
1560	"""
1561	Get the defult values for custum smearing.
1562	"""
1563	# get the default values
1564	if self.dxl == None: self.dxl = 0.0
1565	if self.dxw == None: self.dxw = ""
1566	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1567	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1568
1569	def _get_smear_info(self):
1570	"""
1571	Get the smear info from data.
1572
1573	:return: self.smear_type, self.dq_l and self.dq_r,
1574	respectively the type of the smear, dq_min and
1575	dq_max for pinhole smear data
1576	while dxl and dxw for slit smear
1577
1578	"""
1579
1580	# default
1581	self.smear_type = None
1582	self.dq_l = None
1583	self.dq_r = None
1584	data = self.data
1585	if self.data is None:
1586	return
1587	elif self.data.__class__.__name__ == "Data2D" or \
1588	self.enable2D:
1589	if data.dqx_data == None or data.dqy_data ==None:
1590	return
1591	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1592	(data.dqx_data.any()!=0):
1593	self.smear_type = "Pinhole2d"
1594	self.dq_l = format_number(numpy.average(data.dqx_data))
1595	self.dq_r = format_number(numpy.average(data.dqy_data))
1596	return
1597	else:
1598	return
1599	# check if it is pinhole smear and get min max if it is.
1600	if data.dx != None and all(data.dx !=0):
1601	self.smear_type = "Pinhole"
1602	self.dq_l = data.dx[0]
1603	self.dq_r = data.dx[-1]
1604
1605	# check if it is slit smear and get min max if it is.
1606	elif data.dxl != None or data.dxw != None:
1607	self.smear_type = "Slit"
1608	if data.dxl != None and all(data.dxl !=0):
1609	self.dq_l = data.dxl[0]
1610	if data.dxw != None and all(data.dxw !=0):
1611	self.dq_r = data.dxw[0]
1612	#return self.smear_type,self.dq_l,self.dq_r
1613
1614	def _show_smear_sizer(self):
1615	"""
1616	Show only the sizers depending on smear selection
1617	"""
1618	# smear disabled
1619	if self.disable_smearer.GetValue():
1620	self.smear_description_none.Show(True)
1621	# 2Dsmear
1622	elif self._is_2D():
1623	self.smear_description_accuracy_type.Show(True)
1624	self.smear_accuracy.Show(True)
1625	self.smear_description_accuracy_type.Show(True)
1626	self.smear_description_2d.Show(True)
1627	self.smear_description_2d_x.Show(True)
1628	self.smear_description_2d_y.Show(True)
1629	if self.pinhole_smearer.GetValue():
1630	self.smear_pinhole_min.Show(True)
1631	self.smear_pinhole_max.Show(True)
1632	# smear from data
1633	elif self.enable_smearer.GetValue():
1634
1635	self.smear_description_dqdata.Show(True)
1636	if self.smear_type != None:
1637	self.smear_description_smear_type.Show(True)
1638	if self.smear_type == 'Slit':
1639	self.smear_description_slit_height.Show(True)
1640	self.smear_description_slit_width.Show(True)
1641	elif self.smear_type == 'Pinhole':
1642	self.smear_description_pin_min.Show(True)
1643	self.smear_description_pin_max.Show(True)
1644	self.smear_description_smear_type.Show(True)
1645	self.smear_description_type.Show(True)
1646	self.smear_data_left.Show(True)
1647	self.smear_data_right.Show(True)
1648	# custom pinhole smear
1649	elif self.pinhole_smearer.GetValue():
1650	if self.smear_type == 'Pinhole':
1651	self.smear_message_new_p.Show(True)
1652	self.smear_description_pin_min.Show(True)
1653	self.smear_description_pin_max.Show(True)
1654
1655	self.smear_pinhole_min.Show(True)
1656	self.smear_pinhole_max.Show(True)
1657	# custom slit smear
1658	elif self.slit_smearer.GetValue():
1659	self.smear_message_new_s.Show(True)
1660	self.smear_description_slit_height.Show(True)
1661	self.smear_slit_height.Show(True)
1662	self.smear_description_slit_width.Show(True)
1663	self.smear_slit_width.Show(True)
1664
1665	def _hide_all_smear_info(self):
1666	"""
1667	Hide all smearing messages in the set_smearer sizer
1668	"""
1669	self.smear_description_none.Hide()
1670	self.smear_description_dqdata.Hide()
1671	self.smear_description_type.Hide()
1672	self.smear_description_smear_type.Hide()
1673	self.smear_description_accuracy_type.Hide()
1674	self.smear_description_2d_x.Hide()
1675	self.smear_description_2d_y.Hide()
1676	self.smear_description_2d.Hide()
1677
1678	self.smear_accuracy.Hide()
1679	self.smear_data_left.Hide()
1680	self.smear_data_right.Hide()
1681	self.smear_description_pin_min.Hide()
1682	self.smear_pinhole_min.Hide()
1683	self.smear_description_pin_max.Hide()
1684	self.smear_pinhole_max.Hide()
1685	self.smear_description_slit_height.Hide()
1686	self.smear_slit_height.Hide()
1687	self.smear_description_slit_width.Hide()
1688	self.smear_slit_width.Hide()
1689	self.smear_message_new_p.Hide()
1690	self.smear_message_new_s.Hide()
1691
1692	def _set_accuracy_list(self):
1693	"""
1694	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1695	"""
1696	# list of accuracy choices
1697	list = ['Low','Med','High','Xhigh']
1698	for idx in range(len(list)):
1699	self.smear_accuracy.Append(list[idx],idx)
1700
1701	def _set_fun_box_list(self,fun_box):
1702	"""
1703	Set the list of func for multifunctional models
1704	"""
1705	# Check if it is multi_functional model
1706	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1707	and not self.temp_multi_functional:
1708	return None
1709	# Get the func name list
1710	list = self.model.fun_list
1711	if len(list) == 0:
1712	return None
1713	# build function (combo)box
1714	ind = 0
1715	while(ind < len(list)):
1716	for key, val in list.iteritems():
1717	if (val == ind):
1718	fun_box.Append(key,val)
1719	break
1720	ind += 1
1721
1722	def _on_select_accuracy(self,event):
1723	"""
1724	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1725	"""
1726	#event.Skip()
1727	# Check if the accuracy is same as before
1728	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1729	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1730	if self.pinhole_smearer.GetValue():
1731	self.onPinholeSmear(event=None)
1732	else:
1733	self.onSmear(event=None)
1734	if self.current_smearer != None:
1735	self.current_smearer.set_accuracy(accuracy =
1736	self.smear2d_accuracy)
1737	event.Skip()
1738
1739	def _on_fun_box(self,event):
1740	"""
1741	Select an func: Erf,Rparabola,LParabola
1742	"""
1743	fun_val = None
1744	fun_box = event.GetEventObject()
1745	name = fun_box.Name
1746	value = fun_box.GetValue()
1747	if self.model.fun_list.has_key(value):
1748	fun_val = self.model.fun_list[value]
1749
1750	self.model.setParam(name,fun_val)
1751	# save state
1752	self._copy_parameters_state(self.str_parameters,
1753	self.state.str_parameters)
1754	# update params
1755	self._update_paramv_on_fit()
1756	# draw
1757	self._draw_model()
1758	self.Refresh()
1759	# get ready for new event
1760	event.Skip()
1761
1762	def _onMask(self, event):
1763	"""
1764	Build a panel to allow to edit Mask
1765	"""
1766
1767	from sans.guiframe.local_perspectives.plotting.masking \
1768	import MaskPanel as MaskDialog
1769
1770	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1771	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1772	self.panel.ShowModal()
1773	#wx.PostEvent(self.parent, event)
1774
1775	def _draw_masked_model(self, event):
1776	"""
1777	Draw model image w/mask
1778	"""
1779	#event.Skip()
1780	is_valid_qrange = self._update_paramv_on_fit()
1781
1782	if is_valid_qrange and self.model != None:
1783	#self.panel.Show(0)
1784	#self.panel.Destroy() # frame
1785	self.panel.MakeModal(False)
1786	event.Skip()
1787	# try re draw the model plot if it exists
1788	self._draw_model()
1789	self.set_npts2fit()
1790	elif self.model == None:
1791	#self.panel.Show(0)
1792	#self.panel.Destroy() # frame
1793	self.panel.MakeModal(False)
1794	event.Skip()
1795	self.set_npts2fit()
1796	msg= "No model is found on updating MASK in the model plot... "
1797	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1798	else:
1799	event.Skip()
1800	msg = ' Please consider your Q range, too.'
1801	self.panel.ShowMessage(msg)
1802
1803
1804	def _set_smear(self, data):
1805	"""
1806	"""
1807	if data is None:
1808	return
1809	self.current_smearer = smear_selection(data, self.model)
1810	flag = self.disable_smearer.GetValue()
1811	self.disable_smearer.SetValue(flag)
1812	if self.current_smearer == None:
1813	self.enable_smearer.Disable()
1814	else:
1815	self.enable_smearer.Enable()
1816	if not flag:
1817	self.onSmear(None)
1818
1819	def _mac_sleep(self, sec=0.2):
1820	"""
1821	Give sleep to MAC
1822	"""
1823	if self.is_mac:
1824	time.sleep(sec)
1825
1826	def get_view_mode(self):
1827	"""
1828	return True if the panel allow 2D or False if 1D
1829	"""
1830	return self.enable2D
1831
1832	def compute_data_set_range(self, data_list):
1833	"""
1834	find the range that include all data in the set
1835	return the minimum and the maximum values
1836	"""
1837	if data_list is not None and data_list != []:
1838	for data in data_list:
1839	qmin, qmax, npts = self.compute_data_range(data)
1840	self.qmin_data_set = min(self.qmin_data_set, qmin)
1841	self.qmax_data_set = max(self.qmax_data_set, qmax)
1842	self.npts_data_set += npts
1843	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1844
1845	def compute_data_range(self, data):
1846	"""
1847	compute the minimum and the maximum range of the data
1848	return the npts contains in data
1849	:param data:
1850	"""
1851	qmin, qmax, npts = None, None, None
1852	if data is not None:
1853	if not hasattr(data,"data"):
1854	qmin = min(data.x)
1855	# Maximum value of data
1856	qmax = max(data.x)
1857	npts = len(data.x)
1858	else:
1859	qmin = 0
1860	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1861	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1862	## Maximum value of data
1863	qmax = math.sqrt(xx + yy)
1864	npts = len(data.data)
1865	return qmin, qmax, npts
1866
1867
1868	def set_data(self, data):
1869	"""
1870	reset the current data
1871	"""
1872	from sans.guiframe.dataFitting import check_data_validity
1873	id = None
1874	flag = False
1875	is_data = False
1876	if self.data is not None:
1877	is_data = check_data_validity(self.data)
1878	if not is_data and data is not None:
1879	flag = True
1880	if data is not None:
1881	id = data.id
1882	if is_data:
1883	self.graph_id = self.data.group_id
1884	flag = (data.id != self.data.id)
1885	self.data = data
1886	if check_data_validity(data):
1887	self.graph_id = data.group_id
1888	self.data.group_id = self.graph_id
1889
1890	if self.data is None:
1891	data_name = ""
1892	self._set_bookmark_flag(False)
1893	self._keep.Enable(False)
1894	self._set_save_flag(False)
1895	else:
1896	if self.model != None:
1897	self._set_bookmark_flag(True)
1898	self._keep.Enable(True)
1899
1900	self._set_save_flag(True)
1901	self._set_preview_flag(True)
1902
1903	self._set_smear(data)
1904	# more disables for 2D
1905	if self.data.__class__.__name__ == "Data2D" or \
1906	self.enable2D:
1907	self.slit_smearer.Disable()
1908	self.pinhole_smearer.Enable(True)
1909	self.default_mask = copy.deepcopy(self.data.mask)
1910	if self.data.err_data == None or\
1911	(self.data.err_data == 1).all() or\
1912	(self.data.err_data == 0).all():
1913	self.dI_didata.Enable(False)
1914	self.dI_noweight.SetValue(True)
1915	self.weightbt_string = self.dI_noweight.GetLabelText()
1916	else:
1917	self.dI_didata.Enable(True)
1918	self.dI_didata.SetValue(True)
1919	self.weightbt_string = self.dI_didata.GetLabelText()
1920	else:
1921	self.slit_smearer.Enable(True)
1922	self.pinhole_smearer.Enable(True)
1923	if self.data.dy == None or\
1924	(self.data.dy == 1).all() or\
1925	(self.data.dy == 0).all():
1926	self.dI_didata.Enable(False)
1927	self.dI_noweight.SetValue(True)
1928	self.weightbt_string = self.dI_noweight.GetLabelText()
1929	else:
1930	self.dI_didata.Enable(True)
1931	self.dI_didata.SetValue(True)
1932	self.weightbt_string = self.dI_didata.GetLabelText()
1933	# Enable weighting radio uttons
1934	self.dI_noweight.Enable(True)
1935	self.dI_sqrdata.Enable(True)
1936	self.dI_idata.Enable(True)
1937
1938	self.formfactorbox.Enable()
1939	self.structurebox.Enable()
1940	data_name = self.data.name
1941	_, _, npts = self.compute_data_range(self.data)
1942	#set maximum range for x in linear scale
1943	if not hasattr(self.data, "data"): #Display only for 1D data fit
1944	self.btEditMask.Disable()
1945	self.EditMask_title.Disable()
1946	else:
1947	self.btEditMask.Enable()
1948	self.EditMask_title.Enable()
1949
1950	self.Npts_total.SetValue(str(npts))
1951	#default:number of data points selected to fit
1952	self.Npts_fit.SetValue(str(npts))
1953	self.Npts_total.SetEditable(False)
1954	self.Npts_total.SetBackgroundColour(\
1955	self.GetParent().GetBackgroundColour())
1956
1957	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1958	self.dataSource.SetValue(data_name)
1959	self.state.data = data
1960	self.enable_fit_button()
1961	# send graph_id to page_finder
1962	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1963	#focus the page
1964	if check_data_validity(data):
1965	self.data_box_description.SetForegroundColour(wx.BLUE)
1966
1967	if self.batch_on:
1968	self.slit_smearer.Enable(False)
1969	self.pinhole_smearer.Enable(False)
1970	self.btEditMask.Disable()
1971	self.EditMask_title.Disable()
1972
1973
1974	self.on_set_focus(None)
1975	self.Refresh()
1976	#update model plot with new data information
1977	if flag:
1978	#set model view button
1979	if not self.enable_smearer.GetValue():
1980	self.disable_smearer.SetValue(True)
1981	self.onSmear(None)
1982	#self._set_smear(self.data)
1983
1984	if self.data.__class__.__name__ == "Data2D":
1985	self.enable2D = True
1986	self.model_view.SetLabel("2D Mode")
1987	else:
1988	self.enable2D = False
1989	self.model_view.SetLabel("1D Mode")
1990	self.model_view.Disable()
1991	#replace data plot on combo box selection
1992	#by removing the previous selected data
1993	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
1994	group_id=self.graph_id, id=id))
1995	#plot the current selected data
1996	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
1997	title=str(self.data.title)))
1998	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
1999	# caption=self.window_name)
2000	self._draw_model()
2001
2002	def _npts_click(self, event):
2003	"""
2004	Prevent further handling of the mouse event on Npts_total
2005	by not calling Skip().
2006	"""
2007	pass
2008
2009	def reset_page(self, state,first=False):
2010	"""
2011	reset the state
2012	"""
2013	self.reset_page_helper(state)
2014
2015	self.select_param(event = None)
2016	#Save state_fit
2017	self.save_current_state_fit()
2018	self._lay_out()
2019	self.Refresh()
2020
2021	def get_range(self):
2022	"""
2023	return the fitting range
2024	"""
2025	return float(self.qmin_x) , float(self.qmax_x)
2026
2027	def get_npts2fit(self):
2028	"""
2029	return numbers of data points within qrange
2030
2031	:Note: This is for Park where chi2 is not normalized by Npts of fit
2032
2033	"""
2034	if self.data is None:
2035	return
2036	npts2fit = 0
2037	qmin,qmax = self.get_range()
2038	if self.data.__class__.__name__ == "Data2D" or \
2039	self.enable2D:
2040	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2041	self.data.qy_data*self.data.qy_data )
2042	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2043	index_data= (index_data)&(self.data.mask)
2044	index_data = (index_data)&(numpy.isfinite(self.data.data))
2045	npts2fit = len(self.data.data[index_data])
2046	else:
2047	for qx in self.data.x:
2048	if qx >= qmin and qx <= qmax:
2049	npts2fit += 1
2050	return npts2fit
2051
2052	def set_npts2fit(self):
2053	"""
2054	setValue Npts for fitting
2055	"""
2056	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2057
2058	def get_chi2(self):
2059	"""
2060	return the current chi2
2061	"""
2062	return self.tcChi.GetValue()
2063
2064	def get_param_list(self):
2065	"""
2066	:return self.param_toFit: list containing references to TextCtrl
2067	checked.Theses TextCtrl will allow reference to parameters to fit.
2068
2069	:raise: if return an empty list of parameter fit will nnote work
2070	properly so raise ValueError,"missing parameter to fit"
2071	"""
2072	if self.param_toFit !=[]:
2073	return self.param_toFit
2074	else:
2075	msg = "missing parameters to fit"
2076	wx.MessageBox(msg, 'warning')
2077	return False
2078	#raise ValueError,"missing parameters to fit"
2079
2080	def onsetValues(self, chisqr, p_name, out, cov):
2081	"""
2082	Build the panel from the fit result
2083
2084	:param chisqr: Value of the goodness of fit metric
2085	:param p_name: the name of parameters
2086	:param out: list of parameter with the best value found during fitting
2087	:param cov: Covariance matrix
2088
2089	"""
2090	if out == None or not numpy.isfinite(chisqr):
2091	raise ValueError,"Fit error occured..."
2092
2093	is_modified = False
2094	has_error = False
2095	dispersity = ''
2096
2097	#Hide textctrl boxes of errors.
2098	self._clear_Err_on_Fit()
2099
2100	#Check if chi2 is finite
2101	if chisqr != None and numpy.isfinite(chisqr):
2102	#format chi2
2103	if self.engine_type == "park":
2104	npt_fit = float(self.get_npts2fit())
2105	# Taking care this in parkemgine
2106	#if npt_fit > 0:
2107	# chisqr =chisqr/npt_fit
2108	chi2 = format_number(chisqr, True)
2109	self.tcChi.SetValue(chi2)
2110	self.tcChi.Refresh()
2111	else:
2112	self.tcChi.SetValue("-")
2113
2114	#Hide error title
2115	if self.text2_3.IsShown() and not self.is_mac:
2116	self.text2_3.Hide()
2117
2118	try:
2119	if self.enable_disp.GetValue():
2120	if hasattr(self,"text_disp_1" ):
2121	if self.text_disp_1 != None and not self.is_mac:
2122	self.text_disp_1.Hide()
2123	except:
2124	dispersity = None
2125	pass
2126
2127
2128	i = 0
2129	#Set the panel when fit result are list
2130	for item in self.param_toFit:
2131	if len(item)>5 and item != None:
2132	## reset error value to initial state
2133	if not self.is_mac:
2134	item[3].Hide()
2135	item[4].Hide()
2136	for ind in range(len(out)):
2137	if item[1] == p_name[ind]:
2138	break
2139	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2140	val_out = format_number(out[ind], True)
2141	item[2].SetValue(val_out)
2142
2143	if(cov !=None and len(cov) == len(out)):
2144	try:
2145	if dispersity !=None:
2146	if self.enable_disp.GetValue():
2147	if hasattr(self,"text_disp_1" ):
2148	if self.text_disp_1!=None:
2149	if not self.text_disp_1.IsShown()\
2150	and not self.is_mac:
2151	self.text_disp_1.Show(True)
2152	except:
2153	pass
2154
2155	if cov[ind]!=None :
2156	if numpy.isfinite(float(cov[ind])):
2157	val_err = format_number(cov[ind], True)
2158	if not self.is_mac:
2159	item[3].Show(True)
2160	item[4].Show(True)
2161	item[4].SetValue(val_err)
2162	has_error = True
2163	i += 1
2164	#Show error title when any errors displayed
2165	if has_error:
2166	if not self.text2_3.IsShown():
2167	self.text2_3.Show(True)
2168	## save current state
2169	self.save_current_state()
2170
2171	#self._lay_out()
2172	if not self.is_mac:
2173	self.Layout()
2174	self.Refresh()
2175	self._mac_sleep(0.1)
2176	#plot model ( when drawing, do not update chisqr value again)
2177	self._draw_model(update_chisqr=False, source = 'fit')
2178	#PostStatusEvent
2179	#msg = "Fit completed!dddd "
2180	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2181
2182	def onWeighting(self, event):
2183	"""
2184	On Weighting radio button event, sets the weightbt_string
2185	"""
2186	self.weightbt_string = event.GetEventObject().GetLabelText()
2187	self._set_weight()
2188
2189	def _set_weight(self, is_2D=None):
2190	"""
2191	Set weight in fit problem
2192	"""
2193	# compute weight for the current data
2194	from .utils import get_weight
2195	flag_weight = self.get_weight_flag()
2196	if is_2D == None:
2197	is_2D = self._is_2D()
2198	weight = get_weight(data=self.data,
2199	is2d=is_2D,
2200	flag=flag_weight)
2201	self._manager.set_fit_weight(uid=self.uid,
2202	flag=flag_weight,
2203	is2d=is_2D,
2204	fid=None)
2205
2206	def onPinholeSmear(self, event):
2207	"""
2208	Create a custom pinhole smear object that will change the way residuals
2209	are compute when fitting
2210
2211	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2212	None for 1D
2213
2214	"""
2215	if self.model == None:
2216	self.disable_smearer.SetValue(True)
2217	if event == None:
2218	return
2219	msg="Please select a Model first..."
2220	wx.MessageBox(msg, 'Info')
2221	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2222	"Smear: %s"%msg))
2223	return
2224
2225	# Need update param values
2226	self._update_paramv_on_fit()
2227
2228	# msg default
2229	msg = None
2230	if event != None:
2231	tcrtl= event.GetEventObject()
2232	# event case of radio button
2233	if tcrtl.GetValue()== True:
2234	self.dx_min = 0.0
2235	self.dx_max = 0.0
2236	is_new_pinhole = True
2237	else:
2238	is_new_pinhole = self._is_changed_pinhole()
2239	else:
2240	is_new_pinhole = True
2241	# if any value is changed
2242	if is_new_pinhole:
2243	msg = self._set_pinhole_smear()
2244	# hide all silt sizer
2245	self._hide_all_smear_info()
2246
2247	##Calculate chi2
2248	temp_smearer = self.current_smearer
2249	#self.compute_chisqr(smearer= temp_smearer)
2250
2251	# show relevant slit sizers
2252	self._show_smear_sizer()
2253
2254	self.sizer_set_smearer.Layout()
2255	self.Layout()
2256
2257	if event != None:
2258	event.Skip()
2259	#self._undo.Enable(True)
2260	self.save_current_state()
2261	event = PageInfoEvent(page = self)
2262	wx.PostEvent(self.parent, event)
2263
2264	def _is_changed_pinhole(self):
2265	"""
2266	check if any of pinhole smear is changed
2267
2268	:return: True or False
2269
2270	"""
2271	# get the values
2272	pin_min = self.smear_pinhole_min.GetValue()
2273	pin_max = self.smear_pinhole_max.GetValue()
2274
2275	# Check changes in slit width
2276	try:
2277	dx_min = float(pin_min)
2278	except:
2279	return True
2280	if self.dx_min != dx_min:
2281	return True
2282
2283	# Check changes in slit heigth
2284	try:
2285	dx_max = float(pin_max)
2286	except:
2287	return True
2288	if self.dx_max != dx_max:
2289	return True
2290	return False
2291
2292	def _set_pinhole_smear(self):
2293	"""
2294	Set custom pinhole smear
2295
2296	:return: msg
2297
2298	"""
2299	# copy data
2300	data = copy.deepcopy(self.data)
2301	if self._is_2D():
2302	self.smear_type = 'Pinhole2d'
2303	len_data = len(data.data)
2304	data.dqx_data = numpy.zeros(len_data)
2305	data.dqy_data = numpy.zeros(len_data)
2306	else:
2307	self.smear_type = 'Pinhole'
2308	len_data = len(data.x)
2309	data.dx = numpy.zeros(len_data)
2310	data.dxl = None
2311	data.dxw = None
2312	msg = None
2313
2314	get_pin_min = self.smear_pinhole_min
2315	get_pin_max = self.smear_pinhole_max
2316
2317	if not check_float(get_pin_min):
2318	get_pin_min.SetBackgroundColour("pink")
2319	msg= "Model Error:wrong value entered!!!"
2320	elif not check_float(get_pin_max ):
2321	get_pin_max.SetBackgroundColour("pink")
2322	msg= "Model Error:wrong value entered!!!"
2323	else:
2324	if len_data < 2: len_data = 2
2325	self.dx_min = float(get_pin_min.GetValue())
2326	self.dx_max = float(get_pin_max.GetValue())
2327	if self.dx_min < 0:
2328	get_pin_min.SetBackgroundColour("pink")
2329	msg= "Model Error:This value can not be negative!!!"
2330	elif self.dx_max <0:
2331	get_pin_max.SetBackgroundColour("pink")
2332	msg= "Model Error:This value can not be negative!!!"
2333	elif self.dx_min != None and self.dx_max != None:
2334	if self._is_2D():
2335	data.dqx_data[data.dqx_data==0] = self.dx_min
2336	data.dqy_data[data.dqy_data==0] = self.dx_max
2337	elif self.dx_min == self.dx_max:
2338	data.dx[data.dx==0] = self.dx_min
2339	else:
2340	step = (self.dx_max - self.dx_min)/(len_data-1)
2341	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2342	step)
2343	elif self.dx_min != None:
2344	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2345	else: data.dx[data.dx==0] = self.dx_min
2346	elif self.dx_max != None:
2347	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2348	else: data.dx[data.dx==0] = self.dx_max
2349	self.current_smearer = smear_selection(data, self.model)
2350	# 2D need to set accuracy
2351	if self._is_2D():
2352	self.current_smearer.set_accuracy(accuracy = \
2353	self.smear2d_accuracy)
2354
2355	if msg != None:
2356	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2357	else:
2358	get_pin_min.SetBackgroundColour("white")
2359	get_pin_max.SetBackgroundColour("white")
2360	## set smearing value whether or not the data contain the smearing info
2361
2362	self._manager.set_smearer(smearer=self.current_smearer,
2363	fid=self.data.id,
2364	qmin=float(self.qmin_x),
2365	qmax= float(self.qmax_x),
2366	enable_smearer=not self.disable_smearer.GetValue(),
2367	uid=self.uid)
2368	return msg
2369
2370	def update_pinhole_smear(self):
2371	"""
2372	called by kill_focus on pinhole TextCntrl
2373	to update the changes
2374
2375	:return: False when wrong value was entered
2376
2377	"""
2378	# msg default
2379	msg = None
2380	# check if any value is changed
2381	if self._is_changed_pinhole():
2382	msg = self._set_pinhole_smear()
2383	#self._undo.Enable(True)
2384	wx.CallAfter(self.save_current_state)
2385
2386	if msg != None:
2387	return False
2388	else:
2389	return True
2390
2391	def onSlitSmear(self, event):
2392	"""
2393	Create a custom slit smear object that will change the way residuals
2394	are compute when fitting
2395	"""
2396	if self.model == None:
2397	self.disable_smearer.SetValue(True)
2398	if event == None:
2399	return
2400	msg="Please select a Model first..."
2401	wx.MessageBox(msg, 'Info')
2402	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2403	"Smear: %s"%msg))
2404	return
2405
2406	# Need update param values
2407	self._update_paramv_on_fit()
2408
2409	# msg default
2410	msg = None
2411	# for event given
2412	if event != None:
2413	tcrtl= event.GetEventObject()
2414	# event case of radio button
2415	if tcrtl.GetValue():
2416	self.dxl = 0.0
2417	self.dxw = 0.0
2418	is_new_slit = True
2419	else:
2420	is_new_slit = self._is_changed_slit()
2421	else:
2422	is_new_slit = True
2423
2424	# if any value is changed
2425	if is_new_slit:
2426	msg = self._set_slit_smear()
2427
2428	# hide all silt sizer
2429	self._hide_all_smear_info()
2430	##Calculate chi2
2431	#self.compute_chisqr(smearer= self.current_smearer)
2432	# show relevant slit sizers
2433	self._show_smear_sizer()
2434	self.sizer_set_smearer.Layout()
2435	self.Layout()
2436
2437	if event != None:
2438	event.Skip()
2439	#self._undo.Enable(True)
2440	self.save_current_state()
2441	event = PageInfoEvent(page = self)
2442	wx.PostEvent(self.parent, event)
2443	if msg != None:
2444	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2445
2446	def _is_changed_slit(self):
2447	"""
2448	check if any of slit lengths is changed
2449
2450	:return: True or False
2451
2452	"""
2453	# get the values
2454	width = self.smear_slit_width.GetValue()
2455	height = self.smear_slit_height.GetValue()
2456
2457	# check and change the box bg color if it was pink
2458	# but it should be white now
2459	# because this is the case that _set_slit_smear() will not handle
2460	if height.lstrip().rstrip()=="":
2461	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2462	if width.lstrip().rstrip()=="":
2463	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2464
2465	# Check changes in slit width
2466	if width == "":
2467	dxw = 0.0
2468	else:
2469	try:
2470	dxw = float(width)
2471	except:
2472	return True
2473	if self.dxw != dxw:
2474	return True
2475
2476	# Check changes in slit heigth
2477	if height == "":
2478	dxl = 0.0
2479	else:
2480	try:
2481	dxl = float(height)
2482	except:
2483	return True
2484	if self.dxl != dxl:
2485	return True
2486
2487	return False
2488
2489	def _set_slit_smear(self):
2490	"""
2491	Set custom slit smear
2492
2493	:return: message to inform the user about the validity
2494	of the values entered for slit smear
2495	"""
2496	if self.data.__class__.__name__ == "Data2D" or \
2497	self.enable2D:
2498	return
2499	temp_smearer = None
2500	# make sure once more if it is smearer
2501	data = copy.deepcopy(self.data)
2502	data_len = len(data.x)
2503	data.dx = None
2504	data.dxl = None
2505	data.dxw = None
2506	msg = None
2507
2508	try:
2509	self.dxl = float(self.smear_slit_height.GetValue())
2510	data.dxl = self.dxl* numpy.ones(data_len)
2511	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2512	except:
2513	data.dxl = numpy.zeros(data_len)
2514	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2515	self.smear_slit_height.SetBackgroundColour("pink")
2516	msg = "Wrong value entered... "
2517	else:
2518	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2519	try:
2520	self.dxw = float(self.smear_slit_width.GetValue())
2521	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2522	data.dxw = self.dxw* numpy.ones(data_len)
2523	except:
2524	data.dxw = numpy.zeros(data_len)
2525	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2526	self.smear_slit_width.SetBackgroundColour("pink")
2527	msg = "Wrong Fit value entered... "
2528	else:
2529	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2530
2531	self.current_smearer = smear_selection(data, self.model)
2532	#temp_smearer = self.current_smearer
2533	## set smearing value whether or not the data contain the smearing info
2534	self._manager.set_smearer(smearer=self.current_smearer,
2535	fid=self.data.id,
2536	qmin=float(self.qmin_x),
2537	qmax= float(self.qmax_x),
2538	enable_smearer=not self.disable_smearer.GetValue(),
2539	uid=self.uid)
2540	return msg
2541
2542	def update_slit_smear(self):
2543	"""
2544	called by kill_focus on pinhole TextCntrl
2545	to update the changes
2546
2547	:return: False when wrong value was entered
2548
2549	"""
2550	# msg default
2551	msg = None
2552	# check if any value is changed
2553	if self._is_changed_slit():
2554	msg = self._set_slit_smear()
2555	#self._undo.Enable(True)
2556	self.save_current_state()
2557
2558	if msg != None:
2559	return False
2560	else:
2561	return True
2562
2563	def onSmear(self, event):
2564	"""
2565	Create a smear object that will change the way residuals
2566	are compute when fitting
2567	"""
2568	if event != None:
2569	event.Skip()
2570	if self.data is None:
2571	return
2572
2573	if self.model == None:
2574	self.disable_smearer.SetValue(True)
2575	if event == None:
2576	return
2577	msg="Please select a Model first..."
2578	wx.MessageBox(msg, 'Info')
2579	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2580	"Smear: %s"%msg))
2581	return
2582
2583	# Need update param values
2584	self._update_paramv_on_fit()
2585
2586	temp_smearer = None
2587	self._get_smear_info()
2588
2589	#renew smear sizer
2590	if self.smear_type != None:
2591	self.smear_description_smear_type.SetValue(str(self.smear_type))
2592	self.smear_data_left.SetValue(str(self.dq_l))
2593	self.smear_data_right.SetValue(str(self.dq_r))
2594
2595	self._hide_all_smear_info()
2596
2597	data = copy.deepcopy(self.data)
2598	# make sure once more if it is smearer
2599	temp_smearer = smear_selection(data, self.model)
2600	if self.current_smearer != temp_smearer:
2601	self.current_smearer = temp_smearer
2602	if self.enable_smearer.GetValue():
2603	if hasattr(self.data,"dxl"):
2604
2605	msg= ": Resolution smearing parameters"
2606	if hasattr(self.data,"dxw"):
2607	msg= ": Slit smearing parameters"
2608	if self.current_smearer ==None:
2609	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2610	"Data contains no smearing information"))
2611	else:
2612	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2613	"Data contains smearing information"))
2614
2615	#self.smear_description_dqdata.Show(True)
2616	self.smear_data_left.Show(True)
2617	self.smear_data_right.Show(True)
2618	temp_smearer= self.current_smearer
2619	elif self.disable_smearer.GetValue():
2620	self.smear_description_none.Show(True)
2621	elif self.pinhole_smearer.GetValue():
2622	self.onPinholeSmear(None)
2623	elif self.slit_smearer.GetValue():
2624	self.onSlitSmear(None)
2625
2626	self._show_smear_sizer()
2627
2628	self.sizer_set_smearer.Layout()
2629	self.Layout()
2630	self._set_weight()
2631
2632	## set smearing value whether or not the data contain the smearing info
2633	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2634	fid=self.data.id,
2635	qmin=float(self.qmin_x),
2636	qmax=float(self.qmax_x),
2637	enable_smearer=not self.disable_smearer.GetValue(),
2638	draw=True)
2639
2640	self.state.enable_smearer= self.enable_smearer.GetValue()
2641	self.state.disable_smearer=self.disable_smearer.GetValue()
2642	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2643	self.state.slit_smearer = self.slit_smearer.GetValue()
2644
2645	def on_complete_chisqr(self, event):
2646	"""
2647	Display result chisqr on the panel
2648	:event: activated by fitting/ complete after draw
2649	"""
2650	try:
2651	if event == None:
2652	output= "-"
2653	elif not numpy.isfinite(event.output):
2654	output= "-"
2655	else:
2656	output = event.output
2657	self.tcChi.SetValue(str(format_number(output, True)))
2658	self.state.tcChi = self.tcChi.GetValue()
2659	except:
2660	pass
2661
2662
2663	def get_all_checked_params(self):
2664	"""
2665	Found all parameters current check and add them to list of parameters to
2666	fit
2667	"""
2668	self.param_toFit = []
2669	for item in self.parameters:
2670	if item[0].GetValue() and item not in self.param_toFit:
2671	self.param_toFit.append(item)
2672	for item in self.fittable_param:
2673	if item[0].GetValue() and item not in self.param_toFit:
2674	self.param_toFit.append(item)
2675	self.save_current_state_fit()
2676
2677
2678	event = PageInfoEvent(page = self)
2679	wx.PostEvent(self.parent, event)
2680	param2fit = []
2681	for item in self.param_toFit:
2682	if item[0]:
2683	param2fit.append(item[1])
2684	self.parent._manager.set_param2fit(self.uid, param2fit)
2685
2686	def select_all_param(self, event):
2687	"""
2688	set to true or false all checkBox given the main checkbox value cb1
2689	"""
2690	self.param_toFit = []
2691	if self.parameters !=[]:
2692	if self.cb1.GetValue():
2693	for item in self.parameters:
2694	## for data2D select all to fit
2695	if self.data.__class__.__name__== "Data2D" or \
2696	self.enable2D:
2697	item[0].SetValue(True)
2698	self.param_toFit.append(item)
2699	else:
2700	## for 1D all parameters except orientation
2701	if not item in self.orientation_params:
2702	item[0].SetValue(True)
2703	self.param_toFit.append(item )
2704	#if len(self.fittable_param)>0:
2705	for item in self.fittable_param:
2706	if self.data.__class__.__name__== "Data2D" or \
2707	self.enable2D:
2708	item[0].SetValue(True)
2709	self.param_toFit.append(item)
2710	try:
2711	if len(self.values[item[1]]) > 0:
2712	item[0].SetValue(False)
2713	except:
2714	pass
2715
2716	else:
2717	## for 1D all parameters except orientation
2718	if not item in self.orientation_params_disp:
2719	item[0].SetValue(True)
2720	self.param_toFit.append(item )
2721	try:
2722	if len(self.values[item[1]]) > 0:
2723	item[0].SetValue(False)
2724	except:
2725	pass
2726
2727	else:
2728	for item in self.parameters:
2729	item[0].SetValue(False)
2730	for item in self.fittable_param:
2731	item[0].SetValue(False)
2732	self.param_toFit=[]
2733
2734	self.save_current_state_fit()
2735
2736	if event !=None:
2737	#self._undo.Enable(True)
2738	## post state to fit panel
2739	event = PageInfoEvent(page = self)
2740	wx.PostEvent(self.parent, event)
2741	param2fit = []
2742	for item in self.param_toFit:
2743	if item[0]:
2744	param2fit.append(item[1])
2745	self.parent._manager.set_param2fit(self.uid, param2fit)
2746
2747
2748	def select_param(self,event):
2749	"""
2750	Select TextCtrl checked for fitting purpose and stores them
2751	in self.param_toFit=[] list
2752	"""
2753	self.param_toFit = []
2754	for item in self.parameters:
2755	#Skip t ifhe angle parameters if 1D data
2756	if self.data.__class__.__name__ != "Data2D" and\
2757	not self.enable2D:
2758	if item in self.orientation_params:
2759	continue
2760	#Select parameters to fit for list of primary parameters
2761	if item[0].GetValue():
2762	if not (item in self.param_toFit):
2763	self.param_toFit.append(item )
2764	else:
2765	#remove parameters from the fitting list
2766	if item in self.param_toFit:
2767	self.param_toFit.remove(item)
2768
2769	#Select parameters to fit for list of fittable parameters
2770	# with dispersion
2771	for item in self.fittable_param:
2772	#Skip t ifhe angle parameters if 1D data
2773	if self.data.__class__.__name__ != "Data2D" and\
2774	not self.enable2D:
2775	if item in self.orientation_params:
2776	continue
2777	if item[0].GetValue():
2778	if not (item in self.param_toFit):
2779	self.param_toFit.append(item)
2780	else:
2781	#remove parameters from the fitting list
2782	if item in self.param_toFit:
2783	self.param_toFit.remove(item)
2784
2785	#Calculate num. of angle parameters
2786	if self.data.__class__.__name__ == "Data2D" or \
2787	self.enable2D:
2788	len_orient_para = 0
2789	else:
2790	len_orient_para = len(self.orientation_params) #assume even len
2791	#Total num. of angle parameters
2792	if len(self.fittable_param) > 0:
2793	len_orient_para *= 2
2794	#Set the value of checkbox that selected every checkbox or not
2795	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2796	len(self.param_toFit):
2797	self.cb1.SetValue(True)
2798	else:
2799	self.cb1.SetValue(False)
2800
2801
2802
2803	self.save_current_state_fit()
2804	if event !=None:
2805	#self._undo.Enable(True)
2806	## post state to fit panel
2807	event = PageInfoEvent(page = self)
2808	wx.PostEvent(self.parent, event)
2809
2810	param2fit = []
2811	for item in self.param_toFit:
2812	if item[0]:
2813	param2fit.append(item[1])
2814	self.parent._manager.set_param2fit(self.uid, param2fit)
2815
2816	def set_model_param_sizer(self, model):
2817	"""
2818	Build the panel from the model content
2819
2820	:param model: the model selected in combo box for fitting purpose
2821
2822	"""
2823	self.sizer3.Clear(True)
2824	self.parameters = []
2825	self.str_parameters = []
2826	self.param_toFit=[]
2827	self.fittable_param=[]
2828	self.fixed_param=[]
2829	self.orientation_params=[]
2830	self.orientation_params_disp=[]
2831
2832	if model ==None:
2833	self.sizer3.Layout()
2834	self.SetupScrolling()
2835	return
2836	## the panel is drawn using the current value of the fit engine
2837	if self.engine_type==None and self._manager !=None:
2838	self.engine_type= self._manager._return_engine_type()
2839
2840	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2841	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2842	sizer = wx.GridBagSizer(5,5)
2843	## save the current model
2844	self.model = model
2845
2846	keys = self.model.getParamList()
2847	#list of dispersion paramaters
2848	self.disp_list=self.model.getDispParamList()
2849
2850	def custom_compare(a,b):
2851	"""
2852	Custom compare to order, first by alphabets then second by number.
2853	"""
2854	# number at the last digit
2855	a_last = a[len(a)-1]
2856	b_last = b[len(b)-1]
2857	# default
2858	num_a = None
2859	num_b = None
2860	# split the names
2861	a2 = a.lower().split('_')
2862	b2 = b.lower().split('_')
2863	# check length of a2, b2
2864	len_a2 = len(a2)
2865	len_b2 = len(b2)
2866	# check if it contains a int number(<10)
2867	try:
2868	num_a = int(a_last)
2869	except: pass
2870	try:
2871	num_b = int(b_last)
2872	except: pass
2873	# Put 'scale' near the top; happens
2874	# when numbered param name exists
2875	if a == 'scale':
2876	return -1
2877	# both have a number
2878	if num_a != None and num_b != None:
2879	if num_a > num_b: return -1
2880	# same number
2881	elif num_a == num_b:
2882	# different last names
2883	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2884	return -cmp(a2[len_a2-1], b2[len_b2-1])
2885	else:
2886	return cmp(a, b)
2887	else: return 1
2888	# one of them has a number
2889	elif num_a != None: return 1
2890	elif num_b != None: return -1
2891	# no numbers
2892	else: return cmp(a.lower(), b.lower())
2893
2894
2895	keys.sort(custom_compare)
2896
2897	iy = 0
2898	ix = 0
2899	select_text = "Select All"
2900	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2901	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2902	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2903	self.cb1.SetValue(True)
2904
2905	sizer.Add(self.cb1,(iy, ix),(1,1),\
2906	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2907	ix +=1
2908	self.text2_2 = wx.StaticText(self, -1, 'Value')
2909	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2910	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2911	ix +=2
2912	self.text2_3 = wx.StaticText(self, -1, 'Error')
2913	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2914	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2915	if not self.is_mac:
2916	self.text2_3.Hide()
2917	ix +=1
2918	self.text2_min = wx.StaticText(self, -1, 'Min')
2919	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2920	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2921	#self.text2_min.Hide()
2922	ix +=1
2923	self.text2_max = wx.StaticText(self, -1, 'Max')
2924	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2925	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2926	#self.text2_max.Hide()
2927	ix += 1
2928	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2929	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2930	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2931	self.text2_4.Hide()
2932
2933	CHECK_STATE = self.cb1.GetValue()
2934	for item in keys:
2935	if not item in self.disp_list and not item in \
2936	self.model.orientation_params:
2937
2938	##prepare a spot to store errors
2939	if not self.model.details.has_key(item):
2940	self.model.details [item] = ["",None,None]
2941
2942	iy += 1
2943	ix = 0
2944	if (self.model.__class__ in \
2945	self.model_list_box["Multi-Functions"] or \
2946	self.temp_multi_functional)\
2947	and (item in self.model.non_fittable):
2948	non_fittable_name = wx.StaticText(self, -1, item )
2949	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2950	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2951	## add parameter value
2952	ix += 1
2953	value= self.model.getParam(item)
2954	if len(self.model.fun_list) > 0:
2955	num = item.split('_')[1][5:7]
2956	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2957	style=wx.CB_READONLY, name = '%s'% item)
2958	self._set_fun_box_list(fun_box)
2959	fun_box.SetSelection(0)
2960	#self.fun_box.SetToolTipString("A function
2961	# describing the interface")
2962	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2963	else:
2964	fun_box = self.ModelTextCtrl(self, -1,
2965	size=(_BOX_WIDTH,20),
2966	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2967	fun_box.SetToolTipString(\
2968	"Hit 'Enter' after typing to update the plot.")
2969	fun_box.SetValue(format_number(value, True))
2970	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2971	self.str_parameters.append([None,item, fun_box,
2972	None, None, None,
2973	None, None])
2974
2975
2976	else:
2977	## add parameters name with checkbox for selecting to fit
2978	cb = wx.CheckBox(self, -1, item)
2979	cb.SetValue(CHECK_STATE)
2980	cb.SetToolTipString(" Check mark to fit.")
2981	#cb.SetValue(True)
2982	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2983
2984	sizer.Add( cb,( iy, ix),(1,1),
2985	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2986
2987	## add parameter value
2988	ix += 1
2989	value= self.model.getParam(item)
2990	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2991	style=wx.TE_PROCESS_ENTER)
2992	ctl1.SetToolTipString(\
2993	"Hit 'Enter' after typing to update the plot.")
2994	ctl1.SetValue(format_number(value, True))
2995	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2996	## text to show error sign
2997	ix += 1
2998	text2=wx.StaticText(self, -1, '+/-')
2999	sizer.Add(text2,(iy, ix),(1,1),\
3000	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3001	if not self.is_mac:
3002	text2.Hide()
3003	ix += 1
3004	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3005	sizer.Add(ctl2, (iy,ix),(1,1),
3006	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3007	if not self.is_mac:
3008	ctl2.Hide()
3009
3010	ix += 1
3011	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3012	style=wx.TE_PROCESS_ENTER,
3013	text_enter_callback = self._onparamRangeEnter)
3014
3015	sizer.Add(ctl3, (iy,ix),(1,1),
3016	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3017
3018	ix += 1
3019	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3020	style=wx.TE_PROCESS_ENTER,
3021	text_enter_callback = self._onparamRangeEnter)
3022	sizer.Add(ctl4, (iy,ix),(1,1),
3023	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3024
3025	ix +=1
3026	# Units
3027	if self.model.details.has_key(item):
3028	units = wx.StaticText(self, -1,
3029	self.model.details[item][0], style=wx.ALIGN_LEFT)
3030	else:
3031	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3032	sizer.Add(units, (iy,ix),(1,1),
3033	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3034
3035	##[cb state, name, value, "+/-", error of fit, min, max , units]
3036	self.parameters.append([cb,item, ctl1,
3037	text2,ctl2, ctl3, ctl4,units])
3038
3039	iy+=1
3040	sizer.Add((10,10),(iy,ix),(1,1),
3041	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3042
3043	# type can be either Guassian or Array
3044	if len(self.model.dispersion.values())>0:
3045	type= self.model.dispersion.values()[0]["type"]
3046	else:
3047	type = "Gaussian"
3048
3049	iy += 1
3050	ix = 0
3051	#Add tile for orientational angle
3052	for item in keys:
3053	if item in self.model.orientation_params:
3054	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3055	sizer.Add(orient_angle,(iy, ix),(1,1),
3056	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3057	if not self.data.__class__.__name__ == "Data2D" and \
3058	not self.enable2D:
3059	orient_angle.Hide()
3060	else:
3061	orient_angle.Show(True)
3062	break
3063
3064	#For Gaussian only
3065	if type.lower() != "array":
3066	for item in self.model.orientation_params:
3067	if not item in self.disp_list:
3068	##prepare a spot to store min max
3069	if not self.model.details.has_key(item):
3070	self.model.details [item] = ["",None,None]
3071
3072	iy += 1
3073	ix = 0
3074	## add parameters name with checkbox for selecting to fit
3075	cb = wx.CheckBox(self, -1, item )
3076	cb.SetValue(CHECK_STATE)
3077	cb.SetToolTipString("Check mark to fit")
3078	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3079	if self.data.__class__.__name__ == "Data2D" or \
3080	self.enable2D:
3081	cb.Show(True)
3082	else:
3083	cb.Hide()
3084	sizer.Add( cb,( iy, ix),(1,1),
3085	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3086
3087	## add parameter value
3088	ix += 1
3089	value= self.model.getParam(item)
3090	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3091	style=wx.TE_PROCESS_ENTER)
3092	ctl1.SetToolTipString(\
3093	"Hit 'Enter' after typing to update the plot.")
3094	ctl1.SetValue(format_number(value, True))
3095	if self.data.__class__.__name__ == "Data2D" or \
3096	self.enable2D:
3097	ctl1.Show(True)
3098	else:
3099	ctl1.Hide()
3100	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3101	## text to show error sign
3102	ix += 1
3103	text2=wx.StaticText(self, -1, '+/-')
3104	sizer.Add(text2,(iy, ix),(1,1),\
3105	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3106
3107	text2.Hide()
3108	ix += 1
3109	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3110	sizer.Add(ctl2, (iy,ix),(1,1),
3111	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3112
3113	ctl2.Hide()
3114
3115
3116	ix += 1
3117	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3118	style=wx.TE_PROCESS_ENTER,
3119	text_enter_callback = self._onparamRangeEnter)
3120
3121	sizer.Add(ctl3, (iy,ix),(1,1),
3122	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3123	ctl3.Hide()
3124
3125	ix += 1
3126	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3127	style=wx.TE_PROCESS_ENTER,
3128	text_enter_callback = self._onparamRangeEnter)
3129	sizer.Add(ctl4, (iy,ix),(1,1),
3130	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3131
3132	ctl4.Hide()
3133
3134	if self.data.__class__.__name__ == "Data2D" or \
3135	self.enable2D:
3136	if self.is_mac:
3137	text2.Show(True)
3138	ctl2.Show(True)
3139	ctl3.Show(True)
3140	ctl4.Show(True)
3141
3142	ix +=1
3143	# Units
3144	if self.model.details.has_key(item):
3145	units = wx.StaticText(self, -1,
3146	self.model.details[item][0],
3147	style=wx.ALIGN_LEFT)
3148	else:
3149	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3150	if self.data.__class__.__name__ == "Data2D" or \
3151	self.enable2D:
3152	units.Show(True)
3153
3154	else:
3155	units.Hide()
3156
3157	sizer.Add(units, (iy,ix),(1,1),
3158	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3159
3160	##[cb state, name, value, "+/-", error of fit,min,max,units]
3161	self.parameters.append([cb,item, ctl1,
3162	text2,ctl2, ctl3, ctl4,units])
3163	self.orientation_params.append([cb,item, ctl1,
3164	text2,ctl2, ctl3, ctl4,units])
3165
3166	iy+=1
3167
3168	#Display units text on panel
3169	for item in keys:
3170	if self.model.details.has_key(item):
3171	self.text2_4.Show()
3172	#Fill the list of fittable parameters
3173	self.get_all_checked_params()
3174	self.save_current_state_fit()
3175	boxsizer1.Add(sizer)
3176	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3177	self.sizer3.Layout()
3178	self.Layout()
3179	#self.Refresh()
3180
3181	def on_right_down(self, event):
3182	"""
3183	Get key stroke event
3184	"""
3185	if self.data == None:
3186	return
3187	# Figuring out key combo: Cmd for copy, Alt for paste
3188	if event.AltDown() and event.ShiftDown():
3189	self._manager.show_ftol_dialog()
3190	flag = True
3191	elif event.AltDown() or event.ShiftDown():
3192	flag = False
3193	else:
3194	return
3195	# make event free
3196	event.Skip()
3197	# messages depending on the flag
3198	if not flag:
3199	msg = " Could not open ftol dialog;"
3200	msg += " Check if the Scipy fit engine is selected in the menubar."
3201	infor = 'warning'
3202	# inform msg to wx
3203	wx.PostEvent( self.parent.parent,
3204	StatusEvent(status= msg, info=infor))
3205
3206
3207	def _onModel2D(self, event):
3208	"""
3209	toggle view of model from 1D to 2D or 2D from 1D
3210	"""
3211	if self.model_view.GetLabelText() == "Show 2D":
3212	self.model_view.SetLabel("Show 1D")
3213	self.enable2D = True
3214
3215	else:
3216	self.model_view.SetLabel("Show 2D")
3217	self.enable2D = False
3218	self.Show(False)
3219	self.create_default_data()
3220	self._manager.store_data(self.uid, data_list=[self.data])
3221
3222	self.set_model_param_sizer(self.model)
3223	self._set_sizer_dispersion()
3224	self._set_weight(is_2D= self.enable2D)
3225	self._set_smear_buttons()
3226	self.Show(True)
3227	self._draw_model()
3228
3229
3230	self.state.enable2D = copy.deepcopy(self.enable2D)
3231
3232	def _set_smear_buttons(self):
3233	"""
3234	Set semarer radio buttons
3235	"""
3236	# more disables for 2D
3237	if self.data.__class__.__name__ == "Data2D" or \
3238	self.enable2D:
3239	self.slit_smearer.Disable()
3240	self.pinhole_smearer.Enable(True)
3241	self.default_mask = copy.deepcopy(self.data.mask)
3242	else:
3243	self.slit_smearer.Enable(True)
3244	self.pinhole_smearer.Enable(True)
3245
3246
3247	class BGTextCtrl(wx.TextCtrl):
3248	"""
3249	Text control used to display outputs.
3250	No editing allowed. The background is
3251	grayed out. User can't select text.
3252	"""
3253	def __init__(self, args, *kwds):
3254	wx.TextCtrl.__init__(self, args, *kwds)
3255	self.SetEditable(False)
3256	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3257
3258	# Bind to mouse event to avoid text highlighting
3259	# The event will be skipped once the call-back
3260	# is called.
3261	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3262
3263	def _click(self, event):
3264	"""
3265	Prevent further handling of the mouse event
3266	by not calling Skip().
3267	"""
3268	pass
3269

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 09b3505

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