fitpage.py @ 6c82a21

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 6c82a21 was dafc36f, checked in by Jae Cho <jhjcho@…>, 13 years ago
minor changes for better flow
Property mode set to `100644`
File size: 132.3 KB

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

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 6c82a21

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