fitpage.py @ 356d2d3

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 356d2d3 was 33477fd, checked in by Jae Cho <jhjcho@…>, 13 years ago
fixed custom smear without data
Property mode set to `100644`
File size: 134.7 KB

Line
1
2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	#from sans.dataloader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	import basepage
25	from basepage import BasicPage
26	from basepage import PageInfoEvent
27	from sans.models.qsmearing import smear_selection
28
29	class FitPage(BasicPage):
30	"""
31	FitPanel class contains fields allowing to display results when
32	fitting a model and one data
33
34	:note: For Fit to be performed the user should check at least one parameter
35	on fit Panel window.
36	"""
37
38	def __init__(self,parent, color='rand'):
39	"""
40	Initialization of the Panel
41	"""
42	BasicPage.__init__(self, parent, color=color)
43
44	## draw sizer
45	self._fill_data_sizer()
46	self.is_2D = None
47	self.fit_started = False
48	self.weightbt_string = None
49	# get smear info from data
50	self._get_smear_info()
51	self._fill_model_sizer( self.sizer1)
52	self._get_defult_custom_smear()
53	self._fill_range_sizer()
54	self._set_smear(self.data)
55	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
56	# bind key event
57	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60	self._set_preview_flag(False)
61	self._set_copy_flag(False)
62	self._set_paste_flag(False)
63	self.btFit.SetFocus()
64	self.enable_fit_button()
65	self.fill_data_combobox(data_list=self.data_list)
66	#create a default data for an empty panel
67	self.create_default_data()
68
69	def enable_fit_button(self):
70	"""
71	Enable fit button if data is valid and model is valid
72	"""
73	flag = check_data_validity(self.data) & (self.model is not None)
74	self.btFit.Enable(flag)
75
76	def _fill_data_sizer(self):
77	"""
78	fill sizer 0 with data info
79	"""
80	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
81	if check_data_validity(self.data):
82	dname_color = wx.BLUE
83	else:
84	dname_color = wx.RED
85	self.data_box_description.SetForegroundColour(dname_color)
86	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
87	#----------------------------------------------------------
88	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
89	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
90	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
91	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
92	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
93	sizer_data.Add(self.dataSource)
94	sizer_data.Add( (0,5) )
95	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
96	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
97	self.sizer0.Layout()
98
99	def enable_datasource(self):
100	"""
101	Enable or disable data source control depending on existing data
102	"""
103	if not self.data_list:
104	self.dataSource.Disable()
105	else:
106	self.dataSource.Enable()
107
108	def fill_data_combobox(self, data_list):
109	"""
110	Get a list of data and fill the corresponding combobox
111	"""
112	self.dataSource.Clear()
113	self.data_list = data_list
114	self.enable_datasource()
115	if len(data_list) > 0:
116	#find the maximum range covering all data
117	qmin, qmax, npts = self.compute_data_set_range(data_list)
118	self.qmin_data_set = qmin
119	self.qmax_data_set = qmax
120	self.npts_data_set = npts
121
122	self.qmin.SetValue(str(self.qmin_data_set))
123	self.qmax.SetValue(str(self.qmax_data_set))
124	self.qmin.SetBackgroundColour("white")
125	self.qmax.SetBackgroundColour("white")
126	self.qmin_x = self.qmin_data_set
127	self.qmax_x = self.qmax_data_set
128	self.state.qmin = self.qmin_x
129	self.state.qmax = self.qmax_x
130	is_data = False
131	for data in self.data_list:
132	if data is not None:
133	self.dataSource.Append(str(data.name), clientData=data)
134	if not is_data:
135	is_data = check_data_validity(data)
136	self.dataSource.SetSelection(0)
137	self.on_select_data(event=None)
138
139	def on_select_data(self, event=None):
140	"""
141	"""
142	if event is None and self.dataSource.GetCount() > 0:
143	data = self.dataSource.GetClientData(0)
144	self.set_data(data)
145	elif self.dataSource.GetCount() > 0:
146	pos = self.dataSource.GetSelection()
147	data = self.dataSource.GetClientData(pos)
148	self.set_data(data)
149
150
151
152	def _on_fit_complete(self):
153	"""
154	When fit is complete ,reset the fit button label.
155	"""
156	self.btFit.SetLabel("Fit")
157	self.bind_fit_button()
158
159	def _is_2D(self):
160	"""
161	Check if data_name is Data2D
162
163	:return: True or False
164
165	"""
166	if self.data.__class__.__name__ == "Data2D" or \
167	self.enable2D:
168	return True
169	return False
170
171	def _on_engine_change(self, name):
172	"""
173	get the current name of the fit engine type
174	and update the panel accordingly
175	"""
176
177	self.engine_type = str(name)
178	self.state.engine_type = self.engine_type
179	if not self.is_mac:
180	if len(self.parameters) == 0:
181	self.Layout()
182	return
183	self.Layout()
184	self.Refresh()
185
186
187
188	def _fill_range_sizer(self):
189	"""
190	Fill the sizer containing the plotting range
191	add access to npts
192	"""
193	is_2Ddata = False
194
195	# Check if data is 2D
196	if self.data.__class__.__name__ == "Data2D" or \
197	self.enable2D:
198	is_2Ddata = True
199
200	title = "Fitting"
201	#smear messages & titles
202	smear_message_none = "No smearing is selected..."
203	smear_message_dqdata = "The dQ data is being used for smearing..."
204	smear_message_2d = \
205	"Higher accuracy is very time-expensive. Use it with care..."
206	smear_message_new_ssmear = \
207	"Please enter only the value of interest to customize smearing..."
208	smear_message_new_psmear = \
209	"Please enter both; the dQ will be generated by interpolation..."
210	smear_message_2d_x_title = "<dQp>[1/A]:"
211	smear_message_2d_y_title = "<dQs>[1/A]:"
212	smear_message_pinhole_min_title = "dQ_low[1/A]:"
213	smear_message_pinhole_max_title = "dQ_high[1/A]:"
214	smear_message_slit_height_title = "Slit height[1/A]:"
215	smear_message_slit_width_title = "Slit width[1/A]:"
216
217	self._get_smear_info()
218
219	#Sizers
220	box_description_range = wx.StaticBox(self, -1,str(title))
221	box_description_range.SetForegroundColour(wx.BLUE)
222	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
223	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
224	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
225	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
226	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
227	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
228	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
229	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
230	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
231
232	weighting_set_box= wx.StaticBox(self, -1,\
233	'Set Weighting by Selecting dI Source')
234	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
235	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
236	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
237	#Filling the sizer containing weighting info.
238	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
239	style=wx.RB_GROUP)
240	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
241	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
242	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
243	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
244	id=self.dI_noweight.GetId())
245	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
246	id=self.dI_didata.GetId())
247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
248	id=self.dI_sqrdata.GetId())
249	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
250	id=self.dI_idata.GetId())
251	self.dI_didata.SetValue(True)
252	# add 4 types of weighting to the sizer
253	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
254	sizer_weighting.Add((14,10))
255	sizer_weighting.Add( self.dI_didata)
256	sizer_weighting.Add((14,10))
257	sizer_weighting.Add( self.dI_sqrdata)
258	sizer_weighting.Add((14,10))
259	sizer_weighting.Add( self.dI_idata)
260	sizer_weighting.Add((10,10))
261	self.dI_noweight.Enable(False)
262	self.dI_didata.Enable(False)
263	self.dI_sqrdata.Enable(False)
264	self.dI_idata.Enable(False)
265	weighting_box.Add(sizer_weighting)
266
267	sizer_fit = wx.GridSizer(2, 4, 2, 6)
268
269	# combobox for smear2d accuracy selection
270	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
271	style=wx.CB_READONLY)
272	self._set_accuracy_list()
273	self.smear_accuracy.SetValue(self.smear2d_accuracy)
274	self.smear_accuracy.SetSelection(0)
275	self.smear_accuracy.SetToolTipString(\
276	"'Higher' uses more Gaussian points for smearing computation.")
277
278	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
279
280	#Fit button
281	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
282	self.default_bt_colour = self.btFit.GetDefaultAttributes()
283	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
284	self.btFit.SetToolTipString("Start fitting.")
285
286	#textcntrl for custom resolution
287	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
288	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
289	text_enter_callback = self.onPinholeSmear)
290	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
291	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
292	text_enter_callback = self.onPinholeSmear)
293	self.smear_slit_height= self.ModelTextCtrl(self, -1,
294	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
295	text_enter_callback = self.onSlitSmear)
296	self.smear_slit_width = self.ModelTextCtrl(self, -1,
297	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
298	text_enter_callback = self.onSlitSmear)
299
300	## smear
301	self.smear_data_left= BGTextCtrl(self, -1,
302	size=(_BOX_WIDTH-25,20), style=0)
303	self.smear_data_left.SetValue(str(self.dq_l))
304	self.smear_data_right = BGTextCtrl(self, -1,
305	size=(_BOX_WIDTH-25,20), style=0)
306	self.smear_data_right.SetValue(str(self.dq_r))
307
308	#set default values for smear
309	self.smear_pinhole_max.SetValue(str(self.dx_max))
310	self.smear_pinhole_min.SetValue(str(self.dx_min))
311	self.smear_slit_height.SetValue(str(self.dxl))
312	self.smear_slit_width.SetValue(str(self.dxw))
313
314	#Filling the sizer containing instruments smearing info.
315	self.disable_smearer = wx.RadioButton(self, -1,
316	'None', style=wx.RB_GROUP)
317	self.enable_smearer = wx.RadioButton(self, -1,
318	'Use dQ Data')
319	#self.enable_smearer.SetToolTipString(
320	#"Click to use the loaded dQ data for smearing.")
321	self.pinhole_smearer = wx.RadioButton(self, -1,
322	'Custom Pinhole Smear')
323	#self.pinhole_smearer.SetToolTipString
324	#("Click to input custom resolution for pinhole smearing.")
325	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
326	#self.slit_smearer.SetToolTipString
327	#("Click to input custom resolution for slit smearing.")
328	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
329	id=self.disable_smearer.GetId())
330	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
331	id=self.enable_smearer.GetId())
332	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
333	id=self.pinhole_smearer.GetId())
334	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
335	id=self.slit_smearer.GetId())
336	self.disable_smearer.SetValue(True)
337
338	# add 4 types of smearing to the sizer
339	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
340	sizer_smearer.Add((10,10))
341	sizer_smearer.Add( self.enable_smearer)
342	sizer_smearer.Add((10,10))
343	sizer_smearer.Add( self.pinhole_smearer )
344	sizer_smearer.Add((10,10))
345	sizer_smearer.Add( self.slit_smearer )
346	sizer_smearer.Add((10,10))
347
348	# StaticText for chi2, N(for fitting), Npts
349	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
350	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
351	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
352	self.Npts_fit.SetToolTipString(\
353	" Npts : number of points selected for fitting")
354	self.Npts_total = self.ModelTextCtrl(self, -1,
355	size=(_BOX_WIDTH, 20),
356	style=wx.TE_PROCESS_ENTER,
357	text_enter_callback=self._onQrangeEnter)
358	self.Npts_total.SetValue(format_number(self.npts_x))
359	self.Npts_total.SetToolTipString(\
360	" Total Npts : total number of data points")
361
362	# Update and Draw button
363	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
364	self.draw_button.Bind(wx.EVT_BUTTON, \
365	self._onDraw,id= self.draw_button.GetId())
366	self.draw_button.SetToolTipString("Compute and Draw.")
367
368	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
369	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
370	box_description_3= wx.StaticText(self, -1,'Total Npts')
371	box_description_3.SetToolTipString( \
372	" Total Npts : total number of data points")
373	#box_description_4= wx.StaticText(self, -1,' ')
374
375
376	sizer_fit.Add(box_description_1,0,0)
377	sizer_fit.Add(box_description_2,0,0)
378	sizer_fit.Add(box_description_3,0,0)
379	sizer_fit.Add(self.draw_button,0,0)
380	sizer_fit.Add(self.tcChi,0,0)
381	sizer_fit.Add(self.Npts_fit ,0,0)
382	sizer_fit.Add(self.Npts_total,0,0)
383	sizer_fit.Add(self.btFit,0,0)
384
385	# StaticText for smear
386	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
387	self.smear_description_none = wx.StaticText(self, -1,
388	smear_message_none , style=wx.ALIGN_LEFT)
389	self.smear_description_dqdata = wx.StaticText(self,
390	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
391	self.smear_description_type = wx.StaticText(self,
392	-1, "Type:" , style=wx.ALIGN_LEFT)
393	self.smear_description_accuracy_type = wx.StaticText(self, -1,
394	"Accuracy:" , style=wx.ALIGN_LEFT)
395	self.smear_description_smear_type = BGTextCtrl(self, -1,
396	size=(57,20), style=0)
397	self.smear_description_smear_type.SetValue(str(self.dq_l))
398	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
399	self.smear_description_2d = wx.StaticText(self, -1,
400	smear_message_2d , style=wx.ALIGN_LEFT)
401	self.smear_message_new_s = wx.StaticText(self, -1,
402	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
403	self.smear_message_new_p = wx.StaticText(self, -1,
404	smear_message_new_psmear , style=wx.ALIGN_LEFT)
405	self.smear_description_2d_x = wx.StaticText(self, -1,
406	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
407	self.smear_description_2d_x.SetToolTipString(\
408	" dQp(parallel) in q_r direction.")
409	self.smear_description_2d_y = wx.StaticText(self, -1,
410	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
411	self.smear_description_2d_y.SetToolTipString(\
412	" dQs(perpendicular) in q_phi direction.")
413	self.smear_description_pin_min = wx.StaticText(self, -1,
414	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
415	self.smear_description_pin_max = wx.StaticText(self, -1,
416	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
417	self.smear_description_slit_height = wx.StaticText(self, -1,
418	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
419	self.smear_description_slit_width = wx.StaticText(self, -1,
420	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
421
422	#arrange sizers
423	#boxsizer1.Add( self.tcChi )
424	self.sizer_set_smearer.Add(sizer_smearer )
425	self.sizer_set_smearer.Add((10,10))
426	self.sizer_set_smearer.Add( self.smear_description_none,
427	0, wx.CENTER, 10 )
428	self.sizer_set_smearer.Add( self.smear_description_dqdata,
429	0, wx.CENTER, 10 )
430	self.sizer_set_smearer.Add( self.smear_description_2d,
431	0, wx.CENTER, 10 )
432	self.sizer_new_smear.Add( self.smear_description_type,
433	0, wx.CENTER, 10 )
434	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
435	0, wx.CENTER, 10 )
436	self.sizer_new_smear.Add( self.smear_accuracy )
437	self.sizer_new_smear.Add( self.smear_description_smear_type,
438	0, wx.CENTER, 10 )
439	self.sizer_new_smear.Add((15,-1))
440	self.sizer_new_smear.Add( self.smear_description_2d_x,
441	0, wx.CENTER, 10 )
442	self.sizer_new_smear.Add( self.smear_description_pin_min,
443	0, wx.CENTER, 10 )
444	self.sizer_new_smear.Add( self.smear_description_slit_height,
445	0, wx.CENTER, 10 )
446
447	self.sizer_new_smear.Add( self.smear_pinhole_min,
448	0, wx.CENTER, 10 )
449	self.sizer_new_smear.Add( self.smear_slit_height,
450	0, wx.CENTER, 10 )
451	self.sizer_new_smear.Add( self.smear_data_left,
452	0, wx.CENTER, 10 )
453	self.sizer_new_smear.Add((20,-1))
454	self.sizer_new_smear.Add( self.smear_description_2d_y,
455	0, wx.CENTER, 10 )
456	self.sizer_new_smear.Add( self.smear_description_pin_max,
457	0, wx.CENTER, 10 )
458	self.sizer_new_smear.Add( self.smear_description_slit_width,
459	0, wx.CENTER, 10 )
460
461	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
462	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
463	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
464
465	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
466	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
467	self.sizer_set_smearer.Add((5,2))
468	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
469
470	# add all to chi2 sizer
471	sizer_smearer_box.Add(self.sizer_set_smearer)
472	sizer_chi2.Add(sizer_smearer_box)
473	sizer_chi2.Add((-1,5))
474	sizer_chi2.Add(weighting_box)
475	sizer_chi2.Add((-1,5))
476
477	# hide all smear messages and textctrl
478	self._hide_all_smear_info()
479
480	# get smear_selection
481	self.current_smearer= smear_selection( self.data, self.model )
482
483	# Show only the relevant smear messages, etc
484	if self.current_smearer == None:
485	if not is_2Ddata:
486	self.smear_description_none.Show(True)
487	self.enable_smearer.Disable()
488	else:
489	self.smear_description_none.Show(True)
490	#self.smear_description_2d.Show(True)
491	#self.pinhole_smearer.Disable()
492	self.slit_smearer.Disable()
493	#self.enable_smearer.Disable()
494	if self.data == None:
495	self.slit_smearer.Disable()
496	self.pinhole_smearer.Disable()
497	self.enable_smearer.Disable()
498	else: self._show_smear_sizer()
499	boxsizer_range.Add(self.sizer_set_masking)
500	#2D data? default
501	is_2Ddata = False
502
503	#check if it is 2D data
504	if self.data.__class__.__name__ == "Data2D" or \
505	self.enable2D:
506	is_2Ddata = True
507
508	self.sizer5.Clear(True)
509
510	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
511	style=wx.TE_PROCESS_ENTER,
512	text_enter_callback = self._onQrangeEnter)
513	self.qmin.SetValue(str(self.qmin_x))
514	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
515
516	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
517	style=wx.TE_PROCESS_ENTER,
518	text_enter_callback=self._onQrangeEnter)
519	self.qmax.SetValue(str(self.qmax_x))
520	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
521	"""
522	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
523	style=wx.TE_PROCESS_ENTER,
524	text_enter_callback=self._onQrangeEnter)
525	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
526	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
527	"""
528	id = wx.NewId()
529	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
530
531	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
532	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
533
534	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
535	sizer= wx.GridSizer(2, 4, 2, 6)
536
537	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
538	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
539	self.btEditMask.SetToolTipString("Edit Mask.")
540	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
541
542	sizer.Add(wx.StaticText(self, -1, ' Q range'))
543	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
544	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
545	sizer.Add(self.EditMask_title)
546	#sizer.Add(wx.StaticText(self, -1, ''))
547	sizer.Add(self.reset_qrange)
548	sizer.Add(self.qmin)
549	sizer.Add(self.qmax)
550	#sizer.Add(self.theory_npts_tcrtl)
551	sizer.Add(self.btEditMask)
552	boxsizer_range.Add(sizer_chi2)
553	boxsizer_range.Add((10,10))
554	boxsizer_range.Add(sizer)
555
556	boxsizer_range.Add((10,15))
557	boxsizer_range.Add(sizer_fit)
558	if is_2Ddata:
559	self.btEditMask.Enable()
560	self.EditMask_title.Enable()
561	else:
562	self.btEditMask.Disable()
563	self.EditMask_title.Disable()
564	## save state
565	self.save_current_state()
566	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
567	self.sizer5.Layout()
568
569
570	def _fill_model_sizer(self, sizer):
571	"""
572	fill sizer containing model info
573	"""
574	##Add model function Details button in fitpanel.
575	##The following 3 lines are for Mac. Let JHC know before modifying...
576	title = "Model"
577	self.formfactorbox = None
578	self.multifactorbox = None
579	self.mbox_description= wx.StaticBox(self, -1,str(title))
580	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
581	self.mbox_description.SetForegroundColour(wx.RED)
582	id = wx.NewId()
583	self.model_help =wx.Button(self,id,'Details', size=(80,23))
584	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
585	self.model_help.SetToolTipString("Model Function Help")
586	id = wx.NewId()
587	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
588	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
589	hint = "toggle view of model from 1D to 2D or 2D to 1D"
590	self.model_view.SetToolTipString(hint)
591
592	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
593	style=wx.RB_GROUP)
594	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
595	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
596	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
597
598	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
599	id= self.shape_rbutton.GetId())
600	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
601	id= self.shape_indep_rbutton.GetId())
602	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
603	id= self.struct_rbutton.GetId())
604	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
605	id= self.plugin_rbutton.GetId())
606	#MAC needs SetValue
607	self.shape_rbutton.SetValue(True)
608
609	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
610	sizer_radiobutton.Add(self.shape_rbutton)
611	sizer_radiobutton.Add(self.shape_indep_rbutton)
612	#sizer_radiobutton.Add((5, 5))
613	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
614	sizer_radiobutton.Add(self.plugin_rbutton)
615	sizer_radiobutton.Add(self.struct_rbutton)
616	#sizer_radiobutton.Add((5, 5))
617	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
618
619	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
620	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
621
622	self.text1 = wx.StaticText(self,-1,"" )
623	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
624	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
625	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
626	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
627	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
628
629	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
630	if self.model!= None:
631	self.formfactorbox.SetValue(self.model.name)
632	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
633	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
634	self.initialize_combox()
635	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
636
637	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
638	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
639	## check model type to show sizer
640	if self.model !=None:
641	self._set_model_sizer_selection(self.model)
642
643	sizer_selection.Add(self.text1)
644	sizer_selection.Add((5, 5))
645	sizer_selection.Add(self.formfactorbox)
646	sizer_selection.Add((5, 5))
647	sizer_selection.Add(self.text2)
648	sizer_selection.Add((5, 5))
649	sizer_selection.Add(self.structurebox)
650
651	mutifactor_selection.Add((10,5))
652	mutifactor_selection.Add(self.mutifactor_text)
653	mutifactor_selection.Add(self.multifactorbox)
654	mutifactor_selection.Add((5, 5))
655	mutifactor_selection.Add(self.mutifactor_text1)
656	mutifactor_selection.Add((10, 5))
657	mutifactor_selection.Add(self.show_sld_button)
658
659
660	boxsizer1.Add(sizer_radiobutton)
661	boxsizer1.Add((10, 10))
662	boxsizer1.Add(sizer_selection)
663	boxsizer1.Add((10, 10))
664	boxsizer1.Add(mutifactor_selection)
665
666	self._set_multfactor_combobox()
667	self.multifactorbox.SetSelection(1)
668	self.show_sld_button.Hide()
669	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
670	sizer.Layout()
671
672	def _set_sizer_dispersion(self):
673	"""
674	draw sizer with gaussian dispersity parameters
675	"""
676	self.fittable_param=[]
677	self.fixed_param=[]
678	self.orientation_params_disp=[]
679
680	self.sizer4_4.Clear(True)
681	if self.model==None:
682	##no model is selected
683	return
684	if not self.enable_disp.GetValue():
685	## the user didn't select dispersity display
686	return
687
688	self._reset_dispersity()
689
690	## fill a sizer with the combobox to select dispersion type
691	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
692	model_disp = wx.StaticText(self, -1, 'Function')
693	CHECK_STATE = self.cb1.GetValue()
694	import sans.models.dispersion_models
695	self.polydisp= sans.models.dispersion_models.models
696
697	ix = 0
698	iy = 0
699	disp = wx.StaticText(self, -1, ' ')
700	self.sizer4_4.Add(disp,( iy, ix),(1,1),
701	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
702	ix += 1
703	values = wx.StaticText(self, -1, 'PD[ratio]')
704	polytext = "Polydispersity (= STD/mean); "
705	polytext += "the standard deviation over the mean value."
706	values.SetToolTipString(polytext)
707
708	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
709	0)
710	ix +=2
711	if self.is_mac:
712	err_text = 'Error'
713	else:
714	err_text = ''
715	self.text_disp_1 = wx.StaticText(self, -1, err_text)
716	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
717	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
718
719
720	ix +=1
721	self.text_disp_min = wx.StaticText(self, -1, 'Min')
722	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
723	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
724
725	ix +=1
726	self.text_disp_max = wx.StaticText(self, -1, 'Max')
727	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
728	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
729
730	ix += 1
731	npts = wx.StaticText(self, -1, 'Npts')
732	npts.SetToolTipString("Number of sampling points for the numerical\n\
733	integration over the distribution function.")
734	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
735	ix += 1
736	nsigmas = wx.StaticText(self, -1, 'Nsigs')
737	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
738	of the distribution function will be used for weighting. \n\
739	The value '3' covers 99.5% for Gaussian distribution \n\
740	function. Note: Not recommended to change this value.")
741	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
742	0)
743	ix +=1
744	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
745	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
746
747	if self.engine_type=="park":
748	self.text_disp_max.Show(True)
749	self.text_disp_min.Show(True)
750
751	for item in self.model.dispersion.keys():
752	if not item in self.model.orientation_params:
753	if not self.disp_cb_dict.has_key(item):
754	self.disp_cb_dict[item]= None
755	name0="Distribution of " + item
756	name1=item+".width"
757	name2=item+".npts"
758	name3=item+".nsigmas"
759	if not self.model.details.has_key(name1):
760	self.model.details [name1] = ["",None,None]
761
762	iy += 1
763	for p in self.model.dispersion[item].keys():
764
765	if p=="width":
766	ix = 0
767	cb = wx.CheckBox(self, -1, name0, (10, 10))
768	cb.SetValue(CHECK_STATE)
769	cb.SetToolTipString("Check mark to fit")
770	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
771	self.sizer4_4.Add( cb,( iy, ix),(1,1),
772	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
773	5)
774	ix = 1
775	value= self.model.getParam(name1)
776	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
777	,style=wx.TE_PROCESS_ENTER)
778	ctl1.SetLabel('PD[ratio]')
779	poly_text = "Polydispersity (STD/mean) of %s\n" % item
780	poly_text += "STD: the standard deviation"
781	poly_text += " from the mean value."
782	ctl1.SetToolTipString(poly_text)
783	ctl1.SetValue(str (format_number(value, True)))
784	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
785	## text to show error sign
786	ix = 2
787	text2=wx.StaticText(self, -1, '+/-')
788	self.sizer4_4.Add(text2,(iy, ix),(1,1),
789	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
790	if not self.is_mac:
791	text2.Hide()
792
793	ix = 3
794	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
795	style=0)
796
797	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
798	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
799	if not self.is_mac:
800	ctl2.Hide()
801
802	ix = 4
803	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
804	20), style=wx.TE_PROCESS_ENTER,
805	text_enter_callback = self._onparamRangeEnter)
806
807	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
808	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
809
810
811	ix = 5
812	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
813	20), style=wx.TE_PROCESS_ENTER,
814	text_enter_callback = self._onparamRangeEnter)
815
816	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
817	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
818
819
820	if self.engine_type=="park":
821	ctl3.Show(True)
822	ctl4.Show(True)
823
824	elif p=="npts":
825	ix = 6
826	value= self.model.getParam(name2)
827	Tctl = self.ModelTextCtrl(self, -1,
828	size=(_BOX_WIDTH/2.2,20),
829	style=wx.TE_PROCESS_ENTER)
830
831	Tctl.SetValue(str (format_number(value)))
832	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
833	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
834	self.fixed_param.append([None,name2, Tctl,None,None,
835	None, None,None])
836	elif p=="nsigmas":
837	ix = 7
838	value= self.model.getParam(name3)
839	Tct2 = self.ModelTextCtrl(self, -1,
840	size=(_BOX_WIDTH/2.2,20),
841	style=wx.TE_PROCESS_ENTER)
842
843	Tct2.SetValue(str (format_number(value)))
844	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
845	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
846	#ix +=1
847	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
848	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
849
850	self.fixed_param.append([None, name3, Tct2,
851	None, None, None,
852	None, None])
853
854
855	ix = 8
856	disp_box = wx.ComboBox(self, -1,size=(65,-1),
857	style=wx.CB_READONLY, name = '%s'% name1)
858	for key, value in self.polydisp.iteritems():
859	name_disp = str(key)
860	disp_box.Append(name_disp,value)
861	disp_box.SetStringSelection("gaussian")
862	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
863	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
864	self.fittable_param.append([cb,name1,ctl1,text2,
865	ctl2, ctl3, ctl4, disp_box])
866
867	ix =0
868	iy +=1
869	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
870	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
871	first_orient = True
872	for item in self.model.dispersion.keys():
873	if item in self.model.orientation_params:
874	if not self.disp_cb_dict.has_key(item):
875	self.disp_cb_dict[item]= None
876	name0="Distribution of " + item
877	name1=item+".width"
878	name2=item+".npts"
879	name3=item+".nsigmas"
880
881	if not self.model.details.has_key(name1):
882	self.model.details [name1] = ["",None,None]
883
884
885	iy += 1
886	for p in self.model.dispersion[item].keys():
887
888	if p=="width":
889	ix = 0
890	cb = wx.CheckBox(self, -1, name0, (10, 10))
891	cb.SetValue(CHECK_STATE)
892	cb.SetToolTipString("Check mark to fit")
893	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
894	self.sizer4_4.Add( cb,( iy, ix),(1,1),
895	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
896	5)
897	if self.data.__class__.__name__ == "Data2D" or \
898	self.enable2D:
899	cb.Show(True)
900	elif cb.IsShown():
901	cb.Hide()
902	ix = 1
903	value= self.model.getParam(name1)
904	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
905	20),style=wx.TE_PROCESS_ENTER)
906	poly_tip = "Absolute Sigma for %s." % item
907	ctl1.SetToolTipString(poly_tip)
908	ctl1.SetValue(str (format_number(value, True)))
909	if self.data.__class__.__name__ == "Data2D" or \
910	self.enable2D:
911	if first_orient:
912	values.SetLabel('PD[ratio], Sig[deg]')
913	poly_text = "PD(polydispersity for lengths):\n"
914	poly_text += "It should be a value between"
915	poly_text += "0 and 1\n"
916	poly_text += "Sigma for angles: \n"
917	poly_text += "It is the STD (ratio*mean)"
918	poly_text += " of the distribution.\n "
919
920	values.SetToolTipString(poly_text)
921	first_orient = False
922	ctl1.Show(True)
923	elif ctl1.IsShown():
924	ctl1.Hide()
925
926	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
927	## text to show error sign
928	ix = 2
929	text2=wx.StaticText(self, -1, '+/-')
930	self.sizer4_4.Add(text2,(iy, ix),(1,1),
931	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
932
933	text2.Hide()
934
935	ix = 3
936	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
937	style=0)
938
939	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
940	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
941
942	ctl2.Hide()
943	if self.data.__class__.__name__ == "Data2D" or \
944	self.enable2D:
945	if self.is_mac:
946	text2.Show(True)
947	ctl2.Show(True)
948
949	ix = 4
950	ctl3 = self.ModelTextCtrl(self, -1,
951	size=(_BOX_WIDTH/2,20),
952	style=wx.TE_PROCESS_ENTER,
953	text_enter_callback = self._onparamRangeEnter)
954
955	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
956	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
957
958	ctl3.Hide()
959
960	ix = 5
961	ctl4 = self.ModelTextCtrl(self, -1,
962	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
963	text_enter_callback = self._onparamRangeEnter)
964	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
965	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
966	ctl4.Hide()
967
968	if self.data.__class__.__name__ == "Data2D" or \
969	self.enable2D:
970	ctl3.Show(True)
971	ctl4.Show(True)
972
973	elif p=="npts":
974	ix = 6
975	value= self.model.getParam(name2)
976	Tctl = self.ModelTextCtrl(self, -1,
977	size=(_BOX_WIDTH/2.2, 20),
978	style=wx.TE_PROCESS_ENTER)
979
980	Tctl.SetValue(str (format_number(value)))
981	if self.data.__class__.__name__ == "Data2D" or \
982	self.enable2D:
983	Tctl.Show(True)
984	else:
985	Tctl.Hide()
986	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
987	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
988	self.fixed_param.append([None,name2, Tctl,None,None,
989	None, None,None])
990	self.orientation_params_disp.append([None,name2,
991	Tctl,None,None,
992	None, None,None])
993	elif p=="nsigmas":
994	ix = 7
995	value= self.model.getParam(name3)
996	Tct2 = self.ModelTextCtrl(self, -1,
997	size=(_BOX_WIDTH/2.2,20),
998	style=wx.TE_PROCESS_ENTER)
999
1000	Tct2.SetValue(str (format_number(value)))
1001	if self.data.__class__.__name__ == "Data2D" or \
1002	self.enable2D:
1003	Tct2.Show(True)
1004	else:
1005	Tct2.Hide()
1006	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
1007	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
1008
1009
1010	self.fixed_param.append([None,name3, Tct2
1011	,None,None, None, None,None])
1012
1013	self.orientation_params_disp.append([None,name3,
1014	Tct2 ,None,None, None, None,None])
1015
1016
1017	ix = 8
1018	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1019	style=wx.CB_READONLY, name = '%s'% name1)
1020	for key, value in self.polydisp.iteritems():
1021	name_disp = str(key)
1022	disp_box.Append(name_disp,value)
1023	disp_box.SetStringSelection("gaussian")
1024	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1025	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1026	self.fittable_param.append([cb,name1,ctl1,text2,
1027	ctl2, ctl3, ctl4, disp_box])
1028	self.orientation_params_disp.append([cb,name1,ctl1,
1029	text2, ctl2, ctl3, ctl4, disp_box])
1030
1031	if self.data.__class__.__name__ == "Data2D" or \
1032	self.enable2D:
1033	disp_box.Show(True)
1034	else:
1035	disp_box.Hide()
1036
1037
1038	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1039
1040	self.state.model = self.model.clone()
1041	## save state into
1042	self.state.cb1 = self.cb1.GetValue()
1043	self._copy_parameters_state(self.parameters, self.state.parameters)
1044	self._copy_parameters_state(self.orientation_params_disp,
1045	self.state.orientation_params_disp)
1046	self._copy_parameters_state(self.fittable_param,
1047	self.state.fittable_param)
1048	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1049
1050
1051	wx.PostEvent(self.parent, StatusEvent(status=\
1052	" Selected Distribution: Gaussian"))
1053	#Fill the list of fittable parameters
1054	#self.select_all_param(event=None)
1055	self.get_all_checked_params()
1056	self.Layout()
1057
1058
1059	def _onDraw(self, event):
1060	"""
1061	Update and Draw the model
1062	"""
1063	if self.model ==None:
1064	msg="Please select a Model first..."
1065	wx.MessageBox(msg, 'Info')
1066
1067	return
1068	flag = self._update_paramv_on_fit()
1069	wx.CallAfter(self._onparamEnter_helper)
1070	if not flag:
1071	msg= "The parameters are invalid"
1072	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1073	return
1074
1075
1076	def _onFit(self, event):
1077	"""
1078	Allow to fit
1079	"""
1080	if event != None:
1081	event.Skip()
1082	if len(self.parent._manager.fit_thread_list)>0 and\
1083	self.parent._manager._fit_engine != "park" and\
1084	self._manager.sim_page.uid == self.uid:
1085	msg = "The FitEnging will be set to 'ParkMC'\n"
1086	msg += " to fit with more than one data set..."
1087	wx.MessageBox(msg, 'Info')
1088	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1089	# "Fitting: %s"%msg))
1090
1091	if self.data is None:
1092	msg = "Please get Data first..."
1093	wx.MessageBox(msg, 'Info')
1094	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1095	"Fit: %s" % msg))
1096	return
1097	if self.model is None:
1098	msg = "Please select a Model first..."
1099	wx.MessageBox(msg, 'Info')
1100	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1101	"Fit: %s"%msg, type="stop"))
1102	return
1103
1104	if len(self.param_toFit) <= 0:
1105	msg= "Select at least one parameter to fit"
1106	wx.MessageBox(msg, 'Info')
1107	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1108	type="stop" ))
1109	return
1110
1111	flag = self._update_paramv_on_fit()
1112
1113	if self.batch_on and not self._is_2D():
1114	if not self._validate_Npts_1D():
1115	return
1116
1117	if not flag:
1118	msg= "Fitting range or parameters are invalid"
1119	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1120	type="stop"))
1121	return
1122
1123	self.select_param(event =None)
1124
1125	#Clear errors if exist from previous fitting
1126	#self._clear_Err_on_Fit()
1127
1128	# Remove or do not allow fitting on the Q=0 point, especially
1129	# when y(q=0)=None at x[0].
1130	self.qmin_x = float(self.qmin.GetValue())
1131	self.qmax_x = float(self.qmax.GetValue())
1132	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1133	self._manager.schedule_for_fit(uid=self.uid,value=1)
1134	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1135	qmax=self.qmax_x)
1136
1137	#single fit
1138	self._manager.onFit(uid=self.uid)
1139	self.btFit.SetLabel("Stop")
1140	self.bind_fit_button()
1141
1142	def get_weight_flag(self):
1143	"""
1144	Get flag corresponding to a given weighting dI data.
1145	"""
1146	button_list = [self.dI_noweight,
1147	self.dI_didata,
1148	self.dI_sqrdata,
1149	self.dI_idata]
1150	flag = 1
1151	for item in button_list:
1152	if item.GetValue():
1153	if button_list.index(item) == 0:
1154	flag = 0 #dy = numpy.ones_like(dy_data)
1155	elif button_list.index(item) == 1:
1156	flag = 1 #dy = dy_data
1157	elif button_list.index(item) == 2:
1158	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1159	elif button_list.index(item) == 3:
1160	flag = 3 # dy = numpy.abs(data)
1161	break
1162	return flag
1163
1164	def bind_fit_button(self):
1165	"""
1166	bind the fit button to either fit handler or stop fit handler
1167	"""
1168	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1169	if self.btFit.GetLabel().lower() == "stop":
1170	self.fit_started = True
1171	self.btFit.SetForegroundColour('red')
1172	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1173	id=self.btFit.GetId())
1174	elif self.btFit.GetLabel().lower() == "fit":
1175	self.fit_started = False
1176	self.btFit.SetDefault()
1177	self.btFit.SetForegroundColour('black')
1178	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1179	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1180	id=self.btFit.GetId())
1181	else:
1182	msg = "FitPage: fit button has unknown label"
1183	raise ValuerError, msg
1184	self._manager._reset_schedule_problem(value=0)
1185
1186	def is_fitting(self):
1187	if self.fit_started:
1188	self._StopFit(event=None)
1189
1190	def _StopFit(self, event=None):
1191	"""
1192	Stop fit
1193	"""
1194	#time.sleep(0.1)
1195	if event != None:
1196	event.Skip()
1197	#if self.engine_type=="scipy":
1198	self._manager.stop_fit(self.uid)
1199	self._manager._reset_schedule_problem(value=0)
1200	self._on_fit_complete()
1201
1202	def rename_model(self):
1203	"""
1204	find a short name for model
1205	"""
1206	if self.model is not None:
1207	self.model.name = "M" + str(self.index_model)
1208
1209
1210	def _on_select_model(self, event=None):
1211	"""
1212	call back for model selection
1213	"""
1214	self.Show(False)
1215	copy_flag = False
1216	is_poly_enabled = None
1217	if event != None:
1218	if (event.GetEventObject() == self.formfactorbox\
1219	and self.structurebox.GetValue() != 'None')\
1220	or event.GetEventObject() == self.structurebox\
1221	or event.GetEventObject() == self.multifactorbox:
1222	copy_flag = self.get_copy_params()
1223	is_poly_enabled = self.enable_disp.GetValue()
1224
1225	self._on_select_model_helper()
1226	self.set_model_param_sizer(self.model)
1227	if self.model is None:
1228	self._set_bookmark_flag(False)
1229	self._keep.Enable(False)
1230	self._set_save_flag(False)
1231	self.enable_disp.SetValue(False)
1232	self.disable_disp.SetValue(True)
1233	try:
1234	self.set_dispers_sizer()
1235	except:
1236	pass
1237	#self.btFit.SetFocus()
1238	self.state.enable_disp = self.enable_disp.GetValue()
1239	self.state.disable_disp = self.disable_disp.GetValue()
1240	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1241	self.state.slit_smearer = self.slit_smearer.GetValue()
1242
1243	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1244	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1245	self.enable_fit_button()
1246	if self.model != None:
1247	self.rename_model()
1248	self._set_copy_flag(True)
1249	self._set_paste_flag(True)
1250	if self.data is not None:
1251	is_data = check_data_validity(self.data)
1252	if is_data:
1253	self._set_bookmark_flag(True)
1254	self._keep.Enable(True)
1255	#self._set_save_flag(True)
1256	# Reset smearer, model and data
1257	if not copy_flag:
1258	self.disable_smearer.SetValue(True)
1259	self.enable_smearer.SetValue(False)
1260
1261	# more disables for 2D
1262	self._set_smear_buttons()
1263
1264	try:
1265	# update smearer sizer
1266	#if not self.enable_smearer.GetValue():
1267	# self.disable_smearer.SetValue(True)
1268	self.onSmear(None)
1269	temp_smear = None
1270	if not self.disable_smearer.GetValue():
1271	# Set the smearer environments
1272	temp_smear = self.current_smearer
1273	except:
1274	raise
1275	## error occured on chisqr computation
1276	#pass
1277	## event to post model to fit to fitting plugins
1278	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1279
1280	## set smearing value whether or not
1281	# the data contain the smearing info
1282	evt = ModelEventbox(model=self.model,
1283	smearer=temp_smear,
1284	enable_smearer=not self.disable_smearer.GetValue(),
1285	qmin=float(self.qmin_x),
1286	uid=self.uid,
1287	caption=self.window_caption,
1288	qmax=float(self.qmax_x))
1289
1290	self._manager._on_model_panel(evt=evt)
1291	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1292	self.mbox_description.SetForegroundColour(wx.BLUE)
1293	self.state.model = self.model.clone()
1294	self.state.model.name = self.model.name
1295
1296
1297	if event != None:
1298	## post state to fit panel
1299	new_event = PageInfoEvent(page = self)
1300	wx.PostEvent(self.parent, new_event)
1301	#update list of plugins if new plugin is available
1302	if self.plugin_rbutton.GetValue():
1303	temp = self.parent.update_model_list()
1304	if temp:
1305	self.model_list_box = temp
1306	current_val = self.formfactorbox.GetValue()
1307	pos = self.formfactorbox.GetSelection()
1308	self._show_combox_helper()
1309	self.formfactorbox.SetSelection(pos)
1310	self.formfactorbox.SetValue(current_val)
1311	# when select a model only from guictr/button
1312	if is_poly_enabled != None:
1313	self.enable_disp.SetValue(is_poly_enabled)
1314	self.disable_disp.SetValue(not is_poly_enabled)
1315	self._set_dipers_Param(event=None)
1316	self.state.enable_disp = self.enable_disp.GetValue()
1317	self.state.disable_disp = self.disable_disp.GetValue()
1318
1319	# Keep the previous param values
1320	if copy_flag:
1321	self.get_paste_params(copy_flag)
1322	wx.CallAfter(self._onDraw, None)
1323
1324	else:
1325	self._draw_model()
1326
1327	if self.batch_on:
1328	self.slit_smearer.Enable(False)
1329	self.pinhole_smearer.Enable(False)
1330	self.btEditMask.Disable()
1331	self.EditMask_title.Disable()
1332
1333	self.Show(True)
1334	self.SetupScrolling()
1335
1336	def _onparamEnter(self,event):
1337	"""
1338	when enter value on panel redraw model according to changed
1339	"""
1340	if self.model ==None:
1341	msg="Please select a Model first..."
1342	wx.MessageBox(msg, 'Info')
1343	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1344	# "Parameters: %s"%msg))
1345	return
1346
1347	#default flag
1348	flag = False
1349	self.fitrange = True
1350	#get event object
1351	tcrtl = event.GetEventObject()
1352
1353	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1354	# updating ... ",type="update"))
1355	#Clear msg if previously shown.
1356	msg= ""
1357	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1358
1359	if check_float(tcrtl):
1360	flag = self._onparamEnter_helper()
1361	self.set_npts2fit()
1362	if self.fitrange:
1363	temp_smearer = None
1364	if not self.disable_smearer.GetValue():
1365	temp_smearer= self.current_smearer
1366	## set smearing value whether or not
1367	# the data contain the smearing info
1368	if self.slit_smearer.GetValue():
1369	flag1 = self.update_slit_smear()
1370	flag = flag or flag1
1371	elif self.pinhole_smearer.GetValue():
1372	flag1 = self.update_pinhole_smear()
1373	flag = flag or flag1
1374	elif self.data.__class__.__name__ != "Data2D" and \
1375	not self.enable2D:
1376	self._manager.set_smearer(smearer=temp_smearer,
1377	fid=self.data.id,
1378	uid=self.uid,
1379	qmin= float(self.qmin_x),
1380	qmax= float(self.qmax_x),
1381	enable_smearer=not self.disable_smearer.GetValue(),
1382	draw=True)
1383	if flag:
1384	#self.compute_chisqr(smearer= temp_smearer)
1385
1386	## new state posted
1387	if self.state_change:
1388	#self._undo.Enable(True)
1389	event = PageInfoEvent(page = self)
1390	wx.PostEvent(self.parent, event)
1391	self.state_change= False
1392	else:
1393	# invalid fit range: do nothing here:
1394	# msg already displayed in validate
1395	return
1396	else:
1397	self.save_current_state()
1398	msg= "Cannot Plot :Must enter a number!!! "
1399	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1400
1401	self.save_current_state()
1402	return
1403
1404	def _onparamRangeEnter(self, event):
1405	"""
1406	Check validity of value enter in the parameters range field
1407	"""
1408	#if self.check_invalid_panel():
1409	# return
1410	tcrtl= event.GetEventObject()
1411	#Clear msg if previously shown.
1412	msg= ""
1413	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1414	# Flag to register when a parameter has changed.
1415	is_modified = False
1416	if tcrtl.GetValue().lstrip().rstrip()!="":
1417	try:
1418	value = float(tcrtl.GetValue())
1419	tcrtl.SetBackgroundColour(wx.WHITE)
1420	self._check_value_enter(self.fittable_param ,is_modified)
1421	self._check_value_enter(self.parameters ,is_modified)
1422	except:
1423	tcrtl.SetBackgroundColour("pink")
1424	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1425	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1426	return
1427	else:
1428	tcrtl.SetBackgroundColour(wx.WHITE)
1429
1430	#self._undo.Enable(True)
1431	self.save_current_state()
1432	event = PageInfoEvent(page = self)
1433	wx.PostEvent(self.parent, event)
1434	self.state_change= False
1435
1436
1437	def _onQrangeEnter(self, event):
1438	"""
1439	Check validity of value enter in the Q range field
1440	"""
1441	tcrtl = event.GetEventObject()
1442	#Clear msg if previously shown.
1443	msg= ""
1444	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1445	# For theory mode
1446	if not self.data.is_data:
1447	self.create_default_data()
1448	# Flag to register when a parameter has changed.
1449	is_modified = False
1450	if tcrtl.GetValue().lstrip().rstrip()!="":
1451	try:
1452	value = float(tcrtl.GetValue())
1453	tcrtl.SetBackgroundColour(wx.WHITE)
1454
1455	# If qmin and qmax have been modified, update qmin and qmax
1456	if self._validate_qrange( self.qmin, self.qmax):
1457	tempmin = float(self.qmin.GetValue())
1458	if tempmin != self.qmin_x:
1459	self.qmin_x = tempmin
1460	tempmax = float(self.qmax.GetValue())
1461	if tempmax != self.qmax_x:
1462	self.qmax_x = tempmax
1463	else:
1464	tcrtl.SetBackgroundColour("pink")
1465	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1466	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1467	return
1468
1469	except:
1470	tcrtl.SetBackgroundColour("pink")
1471	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1472	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1473	return
1474	#Check if # of points for theory model are valid(>0).
1475	# check for 2d
1476	if self.data.__class__.__name__ == "Data2D" or \
1477	self.enable2D:
1478	# set mask
1479	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1480	self.data.qy_data*self.data.qy_data )
1481	index_data = ((self.qmin_x <= radius)& \
1482	(radius<= self.qmax_x))
1483	index_data = (index_data)&(self.data.mask)
1484	index_data = (index_data)&(numpy.isfinite(self.data.data))
1485	if len(index_data[index_data]) < 10:
1486	msg = "Cannot Plot :No or too little npts in"
1487	msg += " that data range!!! "
1488	wx.PostEvent(self.parent.parent,
1489	StatusEvent(status=msg))
1490	return
1491	else:
1492	#self.data.mask = index_data
1493	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1494	self.set_npts2fit()
1495	else:
1496	index_data = ((self.qmin_x <= self.data.x)& \
1497	(self.data.x <= self.qmax_x))
1498	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1499
1500	self.npts_x = self.Npts_total.GetValue()
1501	self.create_default_data()
1502	self._save_plotting_range()
1503	else:
1504	tcrtl.SetBackgroundColour("pink")
1505	msg= "Model Error:wrong value entered!!!"
1506	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1507
1508	self._draw_model()
1509	self.save_current_state()
1510	event = PageInfoEvent(page = self)
1511	wx.PostEvent(self.parent, event)
1512	self.state_change= False
1513	return
1514
1515	def _clear_Err_on_Fit(self):
1516	"""
1517	hide the error text control shown
1518	after fitting
1519	"""
1520	if self.is_mac:
1521	return
1522	if hasattr(self,"text2_3"):
1523	self.text2_3.Hide()
1524
1525	if len(self.parameters)>0:
1526	for item in self.parameters:
1527	#Skip t ifhe angle parameters if 1D data
1528	if self.data.__class__.__name__ != "Data2D" and \
1529	not self.enable2D:
1530	if item in self.orientation_params:
1531	continue
1532	if item in self.param_toFit:
1533	continue
1534	## hide statictext +/-
1535	if len(item) < 4 :
1536	continue
1537	if item[3]!=None and item[3].IsShown():
1538	item[3].Hide()
1539	## hide textcrtl for error after fit
1540	if item[4]!=None and item[4].IsShown():
1541	item[4].Hide()
1542
1543	if len(self.fittable_param)>0:
1544	for item in self.fittable_param:
1545	#Skip t ifhe angle parameters if 1D data
1546	if self.data.__class__.__name__ != "Data2D" and \
1547	not self.enable2D:
1548	if item in self.orientation_params:
1549	continue
1550	if item in self.param_toFit:
1551	continue
1552	if len(item) < 4 :
1553	continue
1554	## hide statictext +/-
1555	if item[3]!=None and item[3].IsShown():
1556	item[3].Hide()
1557	## hide textcrtl for error after fit
1558	if item[4]!=None and item[4].IsShown():
1559	item[4].Hide()
1560	return
1561
1562	def _get_defult_custom_smear(self):
1563	"""
1564	Get the defult values for custum smearing.
1565	"""
1566	# get the default values
1567	if self.dxl == None: self.dxl = 0.0
1568	if self.dxw == None: self.dxw = ""
1569	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1570	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1571
1572	def _get_smear_info(self):
1573	"""
1574	Get the smear info from data.
1575
1576	:return: self.smear_type, self.dq_l and self.dq_r,
1577	respectively the type of the smear, dq_min and
1578	dq_max for pinhole smear data
1579	while dxl and dxw for slit smear
1580
1581	"""
1582
1583	# default
1584	self.smear_type = None
1585	self.dq_l = None
1586	self.dq_r = None
1587	data = self.data
1588	if self.data is None:
1589	return
1590	elif self.data.__class__.__name__ == "Data2D" or \
1591	self.enable2D:
1592	if data.dqx_data == None or data.dqy_data ==None:
1593	return
1594	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1595	(data.dqx_data.any()!=0):
1596	self.smear_type = "Pinhole2d"
1597	self.dq_l = format_number(numpy.average(data.dqx_data))
1598	self.dq_r = format_number(numpy.average(data.dqy_data))
1599	return
1600	else:
1601	return
1602	# check if it is pinhole smear and get min max if it is.
1603	if data.dx != None and all(data.dx !=0):
1604	self.smear_type = "Pinhole"
1605	self.dq_l = data.dx[0]
1606	self.dq_r = data.dx[-1]
1607
1608	# check if it is slit smear and get min max if it is.
1609	elif data.dxl != None or data.dxw != None:
1610	self.smear_type = "Slit"
1611	if data.dxl != None and all(data.dxl !=0):
1612	self.dq_l = data.dxl[0]
1613	if data.dxw != None and all(data.dxw !=0):
1614	self.dq_r = data.dxw[0]
1615	#return self.smear_type,self.dq_l,self.dq_r
1616
1617	def _show_smear_sizer(self):
1618	"""
1619	Show only the sizers depending on smear selection
1620	"""
1621	# smear disabled
1622	if self.disable_smearer.GetValue():
1623	self.smear_description_none.Show(True)
1624	# 2Dsmear
1625	elif self._is_2D():
1626	self.smear_description_accuracy_type.Show(True)
1627	self.smear_accuracy.Show(True)
1628	self.smear_description_accuracy_type.Show(True)
1629	self.smear_description_2d.Show(True)
1630	self.smear_description_2d_x.Show(True)
1631	self.smear_description_2d_y.Show(True)
1632	if self.pinhole_smearer.GetValue():
1633	self.smear_pinhole_min.Show(True)
1634	self.smear_pinhole_max.Show(True)
1635	# smear from data
1636	elif self.enable_smearer.GetValue():
1637
1638	self.smear_description_dqdata.Show(True)
1639	if self.smear_type != None:
1640	self.smear_description_smear_type.Show(True)
1641	if self.smear_type == 'Slit':
1642	self.smear_description_slit_height.Show(True)
1643	self.smear_description_slit_width.Show(True)
1644	elif self.smear_type == 'Pinhole':
1645	self.smear_description_pin_min.Show(True)
1646	self.smear_description_pin_max.Show(True)
1647	self.smear_description_smear_type.Show(True)
1648	self.smear_description_type.Show(True)
1649	self.smear_data_left.Show(True)
1650	self.smear_data_right.Show(True)
1651	# custom pinhole smear
1652	elif self.pinhole_smearer.GetValue():
1653	if self.smear_type == 'Pinhole':
1654	self.smear_message_new_p.Show(True)
1655	self.smear_description_pin_min.Show(True)
1656	self.smear_description_pin_max.Show(True)
1657
1658	self.smear_pinhole_min.Show(True)
1659	self.smear_pinhole_max.Show(True)
1660	# custom slit smear
1661	elif self.slit_smearer.GetValue():
1662	self.smear_message_new_s.Show(True)
1663	self.smear_description_slit_height.Show(True)
1664	self.smear_slit_height.Show(True)
1665	self.smear_description_slit_width.Show(True)
1666	self.smear_slit_width.Show(True)
1667
1668	def _hide_all_smear_info(self):
1669	"""
1670	Hide all smearing messages in the set_smearer sizer
1671	"""
1672	self.smear_description_none.Hide()
1673	self.smear_description_dqdata.Hide()
1674	self.smear_description_type.Hide()
1675	self.smear_description_smear_type.Hide()
1676	self.smear_description_accuracy_type.Hide()
1677	self.smear_description_2d_x.Hide()
1678	self.smear_description_2d_y.Hide()
1679	self.smear_description_2d.Hide()
1680
1681	self.smear_accuracy.Hide()
1682	self.smear_data_left.Hide()
1683	self.smear_data_right.Hide()
1684	self.smear_description_pin_min.Hide()
1685	self.smear_pinhole_min.Hide()
1686	self.smear_description_pin_max.Hide()
1687	self.smear_pinhole_max.Hide()
1688	self.smear_description_slit_height.Hide()
1689	self.smear_slit_height.Hide()
1690	self.smear_description_slit_width.Hide()
1691	self.smear_slit_width.Hide()
1692	self.smear_message_new_p.Hide()
1693	self.smear_message_new_s.Hide()
1694
1695	def _set_accuracy_list(self):
1696	"""
1697	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1698	"""
1699	# list of accuracy choices
1700	list = ['Low','Med','High','Xhigh']
1701	for idx in range(len(list)):
1702	self.smear_accuracy.Append(list[idx],idx)
1703
1704	def _set_fun_box_list(self,fun_box):
1705	"""
1706	Set the list of func for multifunctional models
1707	"""
1708	# Check if it is multi_functional model
1709	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1710	and not self.temp_multi_functional:
1711	return None
1712	# Get the func name list
1713	list = self.model.fun_list
1714	if len(list) == 0:
1715	return None
1716	# build function (combo)box
1717	ind = 0
1718	while(ind < len(list)):
1719	for key, val in list.iteritems():
1720	if (val == ind):
1721	fun_box.Append(key,val)
1722	break
1723	ind += 1
1724
1725	def _on_select_accuracy(self,event):
1726	"""
1727	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1728	"""
1729	#event.Skip()
1730	# Check if the accuracy is same as before
1731	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1732	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1733	if self.pinhole_smearer.GetValue():
1734	self.onPinholeSmear(event=None)
1735	else:
1736	self.onSmear(event=None)
1737	if self.current_smearer != None:
1738	self.current_smearer.set_accuracy(accuracy =
1739	self.smear2d_accuracy)
1740	event.Skip()
1741
1742	def _on_fun_box(self,event):
1743	"""
1744	Select an func: Erf,Rparabola,LParabola
1745	"""
1746	fun_val = None
1747	fun_box = event.GetEventObject()
1748	name = fun_box.Name
1749	value = fun_box.GetValue()
1750	if self.model.fun_list.has_key(value):
1751	fun_val = self.model.fun_list[value]
1752
1753	self.model.setParam(name,fun_val)
1754	# save state
1755	self._copy_parameters_state(self.str_parameters,
1756	self.state.str_parameters)
1757	# update params
1758	self._update_paramv_on_fit()
1759	# draw
1760	self._draw_model()
1761	self.Refresh()
1762	# get ready for new event
1763	event.Skip()
1764
1765	def _onMask(self, event):
1766	"""
1767	Build a panel to allow to edit Mask
1768	"""
1769
1770	from sans.guiframe.local_perspectives.plotting.masking \
1771	import MaskPanel as MaskDialog
1772
1773	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1774	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1775	self.panel.ShowModal()
1776	#wx.PostEvent(self.parent, event)
1777
1778	def _draw_masked_model(self, event):
1779	"""
1780	Draw model image w/mask
1781	"""
1782	#event.Skip()
1783	is_valid_qrange = self._update_paramv_on_fit()
1784
1785	if is_valid_qrange and self.model != None:
1786	#self.panel.Show(0)
1787	#self.panel.Destroy() # frame
1788	self.panel.MakeModal(False)
1789	event.Skip()
1790	# try re draw the model plot if it exists
1791	self._draw_model()
1792	self.set_npts2fit()
1793	elif self.model == None:
1794	#self.panel.Show(0)
1795	#self.panel.Destroy() # frame
1796	self.panel.MakeModal(False)
1797	event.Skip()
1798	self.set_npts2fit()
1799	msg= "No model is found on updating MASK in the model plot... "
1800	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1801	else:
1802	event.Skip()
1803	msg = ' Please consider your Q range, too.'
1804	self.panel.ShowMessage(msg)
1805
1806
1807	def _set_smear(self, data):
1808	"""
1809	"""
1810	if data is None:
1811	return
1812	self.current_smearer = smear_selection(data, self.model)
1813	flag = self.disable_smearer.GetValue()
1814	self.disable_smearer.SetValue(flag)
1815	if self.current_smearer == None:
1816	self.enable_smearer.Disable()
1817	else:
1818	self.enable_smearer.Enable()
1819	if not flag:
1820	self.onSmear(None)
1821
1822	def _mac_sleep(self, sec=0.2):
1823	"""
1824	Give sleep to MAC
1825	"""
1826	if self.is_mac:
1827	time.sleep(sec)
1828
1829	def get_view_mode(self):
1830	"""
1831	return True if the panel allow 2D or False if 1D
1832	"""
1833	return self.enable2D
1834
1835	def compute_data_set_range(self, data_list):
1836	"""
1837	find the range that include all data in the set
1838	return the minimum and the maximum values
1839	"""
1840	if data_list is not None and data_list != []:
1841	for data in data_list:
1842	qmin, qmax, npts = self.compute_data_range(data)
1843	self.qmin_data_set = min(self.qmin_data_set, qmin)
1844	self.qmax_data_set = max(self.qmax_data_set, qmax)
1845	self.npts_data_set += npts
1846	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1847
1848	def compute_data_range(self, data):
1849	"""
1850	compute the minimum and the maximum range of the data
1851	return the npts contains in data
1852	:param data:
1853	"""
1854	qmin, qmax, npts = None, None, None
1855	if data is not None:
1856	if not hasattr(data,"data"):
1857	qmin = min(data.x)
1858	# Maximum value of data
1859	qmax = max(data.x)
1860	npts = len(data.x)
1861	else:
1862	qmin = 0
1863	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1864	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1865	## Maximum value of data
1866	qmax = math.sqrt(xx + yy)
1867	npts = len(data.data)
1868	return qmin, qmax, npts
1869
1870
1871	def set_data(self, data):
1872	"""
1873	reset the current data
1874	"""
1875	from sans.guiframe.dataFitting import check_data_validity
1876	id = None
1877	flag = False
1878	is_data = False
1879	if self.data is not None:
1880	is_data = check_data_validity(self.data)
1881	if not is_data and data is not None:
1882	flag = True
1883	if data is not None:
1884	id = data.id
1885	if is_data:
1886	self.graph_id = self.data.group_id
1887	flag = (data.id != self.data.id)
1888	self.data = data
1889	if check_data_validity(data):
1890	self.graph_id = data.group_id
1891	self.data.group_id = self.graph_id
1892
1893	if self.data is None:
1894	data_name = ""
1895	self._set_bookmark_flag(False)
1896	self._keep.Enable(False)
1897	self._set_save_flag(False)
1898	else:
1899	if self.model != None:
1900	self._set_bookmark_flag(True)
1901	self._keep.Enable(True)
1902
1903	self._set_save_flag(True)
1904	self._set_preview_flag(True)
1905
1906	self._set_smear(data)
1907	# more disables for 2D
1908	if self.data.__class__.__name__ == "Data2D" or \
1909	self.enable2D:
1910	self.slit_smearer.Disable()
1911	self.pinhole_smearer.Enable(True)
1912	self.default_mask = copy.deepcopy(self.data.mask)
1913	if self.data.err_data == None or\
1914	(self.data.err_data == 1).all() or\
1915	(self.data.err_data == 0).all():
1916	self.dI_didata.Enable(False)
1917	self.dI_noweight.SetValue(True)
1918	self.weightbt_string = self.dI_noweight.GetLabelText()
1919	else:
1920	self.dI_didata.Enable(True)
1921	self.dI_didata.SetValue(True)
1922	self.weightbt_string = self.dI_didata.GetLabelText()
1923	else:
1924	self.slit_smearer.Enable(True)
1925	self.pinhole_smearer.Enable(True)
1926	if self.data.dy == None or\
1927	(self.data.dy == 1).all() or\
1928	(self.data.dy == 0).all():
1929	self.dI_didata.Enable(False)
1930	self.dI_noweight.SetValue(True)
1931	self.weightbt_string = self.dI_noweight.GetLabelText()
1932	else:
1933	self.dI_didata.Enable(True)
1934	self.dI_didata.SetValue(True)
1935	self.weightbt_string = self.dI_didata.GetLabelText()
1936	# Enable weighting radio uttons
1937	self.dI_noweight.Enable(True)
1938	self.dI_sqrdata.Enable(True)
1939	self.dI_idata.Enable(True)
1940
1941	self.formfactorbox.Enable()
1942	self.structurebox.Enable()
1943	data_name = self.data.name
1944	_, _, npts = self.compute_data_range(self.data)
1945	#set maximum range for x in linear scale
1946	if not hasattr(self.data, "data"): #Display only for 1D data fit
1947	self.btEditMask.Disable()
1948	self.EditMask_title.Disable()
1949	else:
1950	self.btEditMask.Enable()
1951	self.EditMask_title.Enable()
1952
1953	self.Npts_total.SetValue(str(npts))
1954	#default:number of data points selected to fit
1955	self.Npts_fit.SetValue(str(npts))
1956	self.Npts_total.SetEditable(False)
1957	self.Npts_total.SetBackgroundColour(\
1958	self.GetParent().GetBackgroundColour())
1959
1960	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1961	self.dataSource.SetValue(data_name)
1962	self.state.data = data
1963	self.enable_fit_button()
1964	# send graph_id to page_finder
1965	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1966	#focus the page
1967	if check_data_validity(data):
1968	self.data_box_description.SetForegroundColour(wx.BLUE)
1969
1970	if self.batch_on:
1971	self.slit_smearer.Enable(False)
1972	self.pinhole_smearer.Enable(False)
1973	self.btEditMask.Disable()
1974	self.EditMask_title.Disable()
1975
1976
1977	self.on_set_focus(None)
1978	self.Refresh()
1979	#update model plot with new data information
1980	if flag:
1981	#set model view button
1982	if not self.enable_smearer.GetValue():
1983	self.disable_smearer.SetValue(True)
1984	self.onSmear(None)
1985	#self._set_smear(self.data)
1986
1987	if self.data.__class__.__name__ == "Data2D":
1988	self.enable2D = True
1989	self.model_view.SetLabel("2D Mode")
1990	else:
1991	self.enable2D = False
1992	self.model_view.SetLabel("1D Mode")
1993	self.model_view.Disable()
1994	#replace data plot on combo box selection
1995	#by removing the previous selected data
1996	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
1997	group_id=self.graph_id, id=id))
1998	#plot the current selected data
1999	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
2000	title=str(self.data.title)))
2001	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
2002	# caption=self.window_name)
2003	self._draw_model()
2004
2005	def _npts_click(self, event):
2006	"""
2007	Prevent further handling of the mouse event on Npts_total
2008	by not calling Skip().
2009	"""
2010	pass
2011
2012	def reset_page(self, state,first=False):
2013	"""
2014	reset the state
2015	"""
2016	self.reset_page_helper(state)
2017
2018	self.select_param(event = None)
2019	#Save state_fit
2020	self.save_current_state_fit()
2021	self._lay_out()
2022	self.Refresh()
2023
2024	def get_range(self):
2025	"""
2026	return the fitting range
2027	"""
2028	return float(self.qmin_x) , float(self.qmax_x)
2029
2030	def get_npts2fit(self):
2031	"""
2032	return numbers of data points within qrange
2033
2034	:Note: This is for Park where chi2 is not normalized by Npts of fit
2035
2036	"""
2037	if self.data is None:
2038	return
2039	npts2fit = 0
2040	qmin,qmax = self.get_range()
2041	if self.data.__class__.__name__ == "Data2D" or \
2042	self.enable2D:
2043	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2044	self.data.qy_data*self.data.qy_data )
2045	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2046	index_data= (index_data)&(self.data.mask)
2047	index_data = (index_data)&(numpy.isfinite(self.data.data))
2048	npts2fit = len(self.data.data[index_data])
2049	else:
2050	for qx in self.data.x:
2051	if qx >= qmin and qx <= qmax:
2052	npts2fit += 1
2053	return npts2fit
2054
2055	def set_npts2fit(self):
2056	"""
2057	setValue Npts for fitting
2058	"""
2059	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2060
2061	def get_chi2(self):
2062	"""
2063	return the current chi2
2064	"""
2065	return self.tcChi.GetValue()
2066
2067	def get_param_list(self):
2068	"""
2069	:return self.param_toFit: list containing references to TextCtrl
2070	checked.Theses TextCtrl will allow reference to parameters to fit.
2071
2072	:raise: if return an empty list of parameter fit will nnote work
2073	properly so raise ValueError,"missing parameter to fit"
2074	"""
2075	if self.param_toFit !=[]:
2076	return self.param_toFit
2077	else:
2078	msg = "missing parameters to fit"
2079	wx.MessageBox(msg, 'warning')
2080	return False
2081	#raise ValueError,"missing parameters to fit"
2082
2083	def onsetValues(self, chisqr, p_name, out, cov):
2084	"""
2085	Build the panel from the fit result
2086
2087	:param chisqr: Value of the goodness of fit metric
2088	:param p_name: the name of parameters
2089	:param out: list of parameter with the best value found during fitting
2090	:param cov: Covariance matrix
2091
2092	"""
2093	if out == None or not numpy.isfinite(chisqr):
2094	raise ValueError,"Fit error occured..."
2095
2096	is_modified = False
2097	has_error = False
2098	dispersity = ''
2099
2100	#Hide textctrl boxes of errors.
2101	self._clear_Err_on_Fit()
2102
2103	#Check if chi2 is finite
2104	if chisqr != None and numpy.isfinite(chisqr):
2105	#format chi2
2106	if self.engine_type == "park":
2107	npt_fit = float(self.get_npts2fit())
2108	# Taking care this in parkemgine
2109	#if npt_fit > 0:
2110	# chisqr =chisqr/npt_fit
2111	chi2 = format_number(chisqr, True)
2112	self.tcChi.SetValue(chi2)
2113	self.tcChi.Refresh()
2114	else:
2115	self.tcChi.SetValue("-")
2116
2117	#Hide error title
2118	if self.text2_3.IsShown() and not self.is_mac:
2119	self.text2_3.Hide()
2120
2121	try:
2122	if self.enable_disp.GetValue():
2123	if hasattr(self,"text_disp_1" ):
2124	if self.text_disp_1 != None and not self.is_mac:
2125	self.text_disp_1.Hide()
2126	except:
2127	dispersity = None
2128	pass
2129
2130
2131	i = 0
2132	#Set the panel when fit result are list
2133	for item in self.param_toFit:
2134	if len(item)>5 and item != None:
2135	## reset error value to initial state
2136	if not self.is_mac:
2137	item[3].Hide()
2138	item[4].Hide()
2139	for ind in range(len(out)):
2140	if item[1] == p_name[ind]:
2141	break
2142	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2143	val_out = format_number(out[ind], True)
2144	item[2].SetValue(val_out)
2145
2146	if(cov !=None and len(cov) == len(out)):
2147	try:
2148	if dispersity !=None:
2149	if self.enable_disp.GetValue():
2150	if hasattr(self,"text_disp_1" ):
2151	if self.text_disp_1!=None:
2152	if not self.text_disp_1.IsShown()\
2153	and not self.is_mac:
2154	self.text_disp_1.Show(True)
2155	except:
2156	pass
2157
2158	if cov[ind]!=None :
2159	if numpy.isfinite(float(cov[ind])):
2160	val_err = format_number(cov[ind], True)
2161	if not self.is_mac:
2162	item[3].Show(True)
2163	item[4].Show(True)
2164	item[4].SetValue(val_err)
2165	has_error = True
2166	i += 1
2167	#Show error title when any errors displayed
2168	if has_error:
2169	if not self.text2_3.IsShown():
2170	self.text2_3.Show(True)
2171	## save current state
2172	self.save_current_state()
2173
2174	#self._lay_out()
2175	if not self.is_mac:
2176	self.Layout()
2177	self.Refresh()
2178	self._mac_sleep(0.1)
2179	#plot model ( when drawing, do not update chisqr value again)
2180	self._draw_model(update_chisqr=False, source = 'fit')
2181	#PostStatusEvent
2182	#msg = "Fit completed!dddd "
2183	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2184
2185	def onWeighting(self, event):
2186	"""
2187	On Weighting radio button event, sets the weightbt_string
2188	"""
2189	self.weightbt_string = event.GetEventObject().GetLabelText()
2190	self._set_weight()
2191
2192	def _set_weight(self, is_2D=None):
2193	"""
2194	Set weight in fit problem
2195	"""
2196	# compute weight for the current data
2197	from .utils import get_weight
2198	flag_weight = self.get_weight_flag()
2199	if is_2D == None:
2200	is_2D = self._is_2D()
2201	weight = get_weight(data=self.data,
2202	is2d=is_2D,
2203	flag=flag_weight)
2204	self._manager.set_fit_weight(uid=self.uid,
2205	flag=flag_weight,
2206	is2d=is_2D,
2207	fid=None)
2208
2209	def onPinholeSmear(self, event):
2210	"""
2211	Create a custom pinhole smear object that will change the way residuals
2212	are compute when fitting
2213
2214	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2215	None for 1D
2216
2217	"""
2218	if self.model == None:
2219	self.disable_smearer.SetValue(True)
2220	if event == None:
2221	return
2222	msg="Please select a Model first..."
2223	wx.MessageBox(msg, 'Info')
2224	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2225	"Smear: %s"%msg))
2226	return
2227
2228	# Need update param values
2229	self._update_paramv_on_fit()
2230
2231	# msg default
2232	msg = None
2233	if event != None:
2234	tcrtl= event.GetEventObject()
2235	# event case of radio button
2236	if tcrtl.GetValue()== True:
2237	self.dx_min = 0.0
2238	self.dx_max = 0.0
2239	is_new_pinhole = True
2240	else:
2241	is_new_pinhole = self._is_changed_pinhole()
2242	else:
2243	is_new_pinhole = True
2244	# if any value is changed
2245	if is_new_pinhole:
2246	msg = self._set_pinhole_smear()
2247	# hide all silt sizer
2248	self._hide_all_smear_info()
2249
2250	##Calculate chi2
2251	temp_smearer = self.current_smearer
2252	#self.compute_chisqr(smearer= temp_smearer)
2253
2254	# show relevant slit sizers
2255	self._show_smear_sizer()
2256
2257	self.sizer_set_smearer.Layout()
2258	self.Layout()
2259
2260	if event != None:
2261	event.Skip()
2262	#self._undo.Enable(True)
2263	self.save_current_state()
2264	event = PageInfoEvent(page = self)
2265	wx.PostEvent(self.parent, event)
2266
2267	def _is_changed_pinhole(self):
2268	"""
2269	check if any of pinhole smear is changed
2270
2271	:return: True or False
2272
2273	"""
2274	# get the values
2275	pin_min = self.smear_pinhole_min.GetValue()
2276	pin_max = self.smear_pinhole_max.GetValue()
2277
2278	# Check changes in slit width
2279	try:
2280	dx_min = float(pin_min)
2281	except:
2282	return True
2283	if self.dx_min != dx_min:
2284	return True
2285
2286	# Check changes in slit heigth
2287	try:
2288	dx_max = float(pin_max)
2289	except:
2290	return True
2291	if self.dx_max != dx_max:
2292	return True
2293	return False
2294
2295	def _set_pinhole_smear(self):
2296	"""
2297	Set custom pinhole smear
2298
2299	:return: msg
2300
2301	"""
2302	# copy data
2303	data = copy.deepcopy(self.data)
2304	if self._is_2D():
2305	self.smear_type = 'Pinhole2d'
2306	len_data = len(data.data)
2307	data.dqx_data = numpy.zeros(len_data)
2308	data.dqy_data = numpy.zeros(len_data)
2309	else:
2310	self.smear_type = 'Pinhole'
2311	len_data = len(data.x)
2312	data.dx = numpy.zeros(len_data)
2313	data.dxl = None
2314	data.dxw = None
2315	msg = None
2316
2317	get_pin_min = self.smear_pinhole_min
2318	get_pin_max = self.smear_pinhole_max
2319
2320	if not check_float(get_pin_min):
2321	get_pin_min.SetBackgroundColour("pink")
2322	msg= "Model Error:wrong value entered!!!"
2323	elif not check_float(get_pin_max ):
2324	get_pin_max.SetBackgroundColour("pink")
2325	msg= "Model Error:wrong value entered!!!"
2326	else:
2327	if len_data < 2: len_data = 2
2328	self.dx_min = float(get_pin_min.GetValue())
2329	self.dx_max = float(get_pin_max.GetValue())
2330	if self.dx_min < 0:
2331	get_pin_min.SetBackgroundColour("pink")
2332	msg= "Model Error:This value can not be negative!!!"
2333	elif self.dx_max <0:
2334	get_pin_max.SetBackgroundColour("pink")
2335	msg= "Model Error:This value can not be negative!!!"
2336	elif self.dx_min != None and self.dx_max != None:
2337	if self._is_2D():
2338	data.dqx_data[data.dqx_data==0] = self.dx_min
2339	data.dqy_data[data.dqy_data==0] = self.dx_max
2340	elif self.dx_min == self.dx_max:
2341	data.dx[data.dx==0] = self.dx_min
2342	else:
2343	step = (self.dx_max - self.dx_min)/(len_data-1)
2344	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2345	step)
2346	elif self.dx_min != None:
2347	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2348	else: data.dx[data.dx==0] = self.dx_min
2349	elif self.dx_max != None:
2350	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2351	else: data.dx[data.dx==0] = self.dx_max
2352	self.current_smearer = smear_selection(data, self.model)
2353	# 2D need to set accuracy
2354	if self._is_2D():
2355	self.current_smearer.set_accuracy(accuracy = \
2356	self.smear2d_accuracy)
2357
2358	if msg != None:
2359	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2360	else:
2361	get_pin_min.SetBackgroundColour("white")
2362	get_pin_max.SetBackgroundColour("white")
2363	## set smearing value whether or not the data contain the smearing info
2364
2365	self._manager.set_smearer(smearer=self.current_smearer,
2366	fid=self.data.id,
2367	qmin=float(self.qmin_x),
2368	qmax= float(self.qmax_x),
2369	enable_smearer=not self.disable_smearer.GetValue(),
2370	uid=self.uid)
2371	return msg
2372
2373	def update_pinhole_smear(self):
2374	"""
2375	called by kill_focus on pinhole TextCntrl
2376	to update the changes
2377
2378	:return: False when wrong value was entered
2379
2380	"""
2381	# msg default
2382	msg = None
2383	# check if any value is changed
2384	if self._is_changed_pinhole():
2385	msg = self._set_pinhole_smear()
2386	#self._undo.Enable(True)
2387	wx.CallAfter(self.save_current_state)
2388
2389	if msg != None:
2390	return False
2391	else:
2392	return True
2393
2394	def onSlitSmear(self, event):
2395	"""
2396	Create a custom slit smear object that will change the way residuals
2397	are compute when fitting
2398	"""
2399	if self.model == None:
2400	self.disable_smearer.SetValue(True)
2401	if event == None:
2402	return
2403	msg="Please select a Model first..."
2404	wx.MessageBox(msg, 'Info')
2405	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2406	"Smear: %s"%msg))
2407	return
2408
2409	# Need update param values
2410	self._update_paramv_on_fit()
2411
2412	# msg default
2413	msg = None
2414	# for event given
2415	if event != None:
2416	tcrtl= event.GetEventObject()
2417	# event case of radio button
2418	if tcrtl.GetValue():
2419	self.dxl = 0.0
2420	self.dxw = 0.0
2421	is_new_slit = True
2422	else:
2423	is_new_slit = self._is_changed_slit()
2424	else:
2425	is_new_slit = True
2426
2427	# if any value is changed
2428	if is_new_slit:
2429	msg = self._set_slit_smear()
2430
2431	# hide all silt sizer
2432	self._hide_all_smear_info()
2433	##Calculate chi2
2434	#self.compute_chisqr(smearer= self.current_smearer)
2435	# show relevant slit sizers
2436	self._show_smear_sizer()
2437	self.sizer_set_smearer.Layout()
2438	self.Layout()
2439
2440	if event != None:
2441	event.Skip()
2442	#self._undo.Enable(True)
2443	self.save_current_state()
2444	event = PageInfoEvent(page = self)
2445	wx.PostEvent(self.parent, event)
2446	if msg != None:
2447	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2448
2449	def _is_changed_slit(self):
2450	"""
2451	check if any of slit lengths is changed
2452
2453	:return: True or False
2454
2455	"""
2456	# get the values
2457	width = self.smear_slit_width.GetValue()
2458	height = self.smear_slit_height.GetValue()
2459
2460	# check and change the box bg color if it was pink
2461	# but it should be white now
2462	# because this is the case that _set_slit_smear() will not handle
2463	if height.lstrip().rstrip()=="":
2464	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2465	if width.lstrip().rstrip()=="":
2466	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2467
2468	# Check changes in slit width
2469	if width == "":
2470	dxw = 0.0
2471	else:
2472	try:
2473	dxw = float(width)
2474	except:
2475	return True
2476	if self.dxw != dxw:
2477	return True
2478
2479	# Check changes in slit heigth
2480	if height == "":
2481	dxl = 0.0
2482	else:
2483	try:
2484	dxl = float(height)
2485	except:
2486	return True
2487	if self.dxl != dxl:
2488	return True
2489
2490	return False
2491
2492	def _set_slit_smear(self):
2493	"""
2494	Set custom slit smear
2495
2496	:return: message to inform the user about the validity
2497	of the values entered for slit smear
2498	"""
2499	if self.data.__class__.__name__ == "Data2D" or \
2500	self.enable2D:
2501	return
2502	temp_smearer = None
2503	# make sure once more if it is smearer
2504	data = copy.deepcopy(self.data)
2505	data_len = len(data.x)
2506	data.dx = None
2507	data.dxl = None
2508	data.dxw = None
2509	msg = None
2510
2511	try:
2512	self.dxl = float(self.smear_slit_height.GetValue())
2513	data.dxl = self.dxl* numpy.ones(data_len)
2514	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2515	except:
2516	data.dxl = numpy.zeros(data_len)
2517	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2518	self.smear_slit_height.SetBackgroundColour("pink")
2519	msg = "Wrong value entered... "
2520	else:
2521	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2522	try:
2523	self.dxw = float(self.smear_slit_width.GetValue())
2524	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2525	data.dxw = self.dxw* numpy.ones(data_len)
2526	except:
2527	data.dxw = numpy.zeros(data_len)
2528	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2529	self.smear_slit_width.SetBackgroundColour("pink")
2530	msg = "Wrong Fit value entered... "
2531	else:
2532	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2533
2534	self.current_smearer = smear_selection(data, self.model)
2535	#temp_smearer = self.current_smearer
2536	## set smearing value whether or not the data contain the smearing info
2537	self._manager.set_smearer(smearer=self.current_smearer,
2538	fid=self.data.id,
2539	qmin=float(self.qmin_x),
2540	qmax= float(self.qmax_x),
2541	enable_smearer=not self.disable_smearer.GetValue(),
2542	uid=self.uid)
2543	return msg
2544
2545	def update_slit_smear(self):
2546	"""
2547	called by kill_focus on pinhole TextCntrl
2548	to update the changes
2549
2550	:return: False when wrong value was entered
2551
2552	"""
2553	# msg default
2554	msg = None
2555	# check if any value is changed
2556	if self._is_changed_slit():
2557	msg = self._set_slit_smear()
2558	#self._undo.Enable(True)
2559	self.save_current_state()
2560
2561	if msg != None:
2562	return False
2563	else:
2564	return True
2565
2566	def onSmear(self, event):
2567	"""
2568	Create a smear object that will change the way residuals
2569	are compute when fitting
2570	"""
2571	if event != None:
2572	event.Skip()
2573	if self.data is None:
2574	return
2575
2576	if self.model == None:
2577	self.disable_smearer.SetValue(True)
2578	if event == None:
2579	return
2580	msg="Please select a Model first..."
2581	wx.MessageBox(msg, 'Info')
2582	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2583	"Smear: %s"%msg))
2584	return
2585	# Need update param values
2586	self._update_paramv_on_fit()
2587	temp_smearer = self.on_smear_helper()
2588
2589	self.sizer_set_smearer.Layout()
2590	self.Layout()
2591	self._set_weight()
2592
2593	## set smearing value whether or not the data contain the smearing info
2594	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2595	fid=self.data.id,
2596	qmin=float(self.qmin_x),
2597	qmax=float(self.qmax_x),
2598	enable_smearer=not self.disable_smearer.GetValue(),
2599	draw=True)
2600
2601	self.state.enable_smearer= self.enable_smearer.GetValue()
2602	self.state.disable_smearer=self.disable_smearer.GetValue()
2603	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2604	self.state.slit_smearer = self.slit_smearer.GetValue()
2605
2606	def on_smear_helper(self, update=False):
2607	"""
2608	Help for onSmear
2609
2610	:param update: force or not to update
2611	"""
2612	self._get_smear_info()
2613	temp_smearer = None
2614	#renew smear sizer
2615	if self.smear_type != None:
2616	self.smear_description_smear_type.SetValue(str(self.smear_type))
2617	self.smear_data_left.SetValue(str(self.dq_l))
2618	self.smear_data_right.SetValue(str(self.dq_r))
2619
2620	self._hide_all_smear_info()
2621	data = copy.deepcopy(self.data)
2622
2623	# make sure once more if it is smearer
2624	temp_smearer = smear_selection(data, self.model)
2625	if self.current_smearer != temp_smearer or update:
2626	self.current_smearer = temp_smearer
2627	if self.enable_smearer.GetValue():
2628	if hasattr(self.data,"dxl"):
2629	msg= ": Resolution smearing parameters"
2630	if hasattr(self.data,"dxw"):
2631	msg= ": Slit smearing parameters"
2632	if self.current_smearer ==None:
2633	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2634	"Data contains no smearing information"))
2635	else:
2636	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2637	"Data contains smearing information"))
2638
2639	#self.smear_description_dqdata.Show(True)
2640	self.smear_data_left.Show(True)
2641	self.smear_data_right.Show(True)
2642	temp_smearer= self.current_smearer
2643	elif self.disable_smearer.GetValue():
2644	self.smear_description_none.Show(True)
2645	elif self.pinhole_smearer.GetValue():
2646	self.onPinholeSmear(None)
2647	elif self.slit_smearer.GetValue():
2648	self.onSlitSmear(None)
2649	self._show_smear_sizer()
2650
2651	return temp_smearer
2652
2653	def on_complete_chisqr(self, event):
2654	"""
2655	Display result chisqr on the panel
2656	:event: activated by fitting/ complete after draw
2657	"""
2658	try:
2659	if event == None:
2660	output= "-"
2661	elif not numpy.isfinite(event.output):
2662	output= "-"
2663	else:
2664	output = event.output
2665	self.tcChi.SetValue(str(format_number(output, True)))
2666	self.state.tcChi = self.tcChi.GetValue()
2667	except:
2668	pass
2669
2670
2671	def get_all_checked_params(self):
2672	"""
2673	Found all parameters current check and add them to list of parameters to
2674	fit
2675	"""
2676	self.param_toFit = []
2677	for item in self.parameters:
2678	if item[0].GetValue() and item not in self.param_toFit:
2679	self.param_toFit.append(item)
2680	for item in self.fittable_param:
2681	if item[0].GetValue() and item not in self.param_toFit:
2682	self.param_toFit.append(item)
2683	self.save_current_state_fit()
2684
2685
2686	event = PageInfoEvent(page = self)
2687	wx.PostEvent(self.parent, event)
2688	param2fit = []
2689	for item in self.param_toFit:
2690	if item[0]:
2691	param2fit.append(item[1])
2692	self.parent._manager.set_param2fit(self.uid, param2fit)
2693
2694	def select_all_param(self, event):
2695	"""
2696	set to true or false all checkBox given the main checkbox value cb1
2697	"""
2698	self.param_toFit = []
2699	if self.parameters !=[]:
2700	if self.cb1.GetValue():
2701	for item in self.parameters:
2702	## for data2D select all to fit
2703	if self.data.__class__.__name__== "Data2D" or \
2704	self.enable2D:
2705	item[0].SetValue(True)
2706	self.param_toFit.append(item)
2707	else:
2708	## for 1D all parameters except orientation
2709	if not item in self.orientation_params:
2710	item[0].SetValue(True)
2711	self.param_toFit.append(item )
2712	#if len(self.fittable_param)>0:
2713	for item in self.fittable_param:
2714	if self.data.__class__.__name__== "Data2D" or \
2715	self.enable2D:
2716	item[0].SetValue(True)
2717	self.param_toFit.append(item)
2718	try:
2719	if len(self.values[item[1]]) > 0:
2720	item[0].SetValue(False)
2721	except:
2722	pass
2723
2724	else:
2725	## for 1D all parameters except orientation
2726	if not item in self.orientation_params_disp:
2727	item[0].SetValue(True)
2728	self.param_toFit.append(item )
2729	try:
2730	if len(self.values[item[1]]) > 0:
2731	item[0].SetValue(False)
2732	except:
2733	pass
2734
2735	else:
2736	for item in self.parameters:
2737	item[0].SetValue(False)
2738	for item in self.fittable_param:
2739	item[0].SetValue(False)
2740	self.param_toFit=[]
2741
2742	self.save_current_state_fit()
2743
2744	if event !=None:
2745	#self._undo.Enable(True)
2746	## post state to fit panel
2747	event = PageInfoEvent(page = self)
2748	wx.PostEvent(self.parent, event)
2749	param2fit = []
2750	for item in self.param_toFit:
2751	if item[0]:
2752	param2fit.append(item[1])
2753	self.parent._manager.set_param2fit(self.uid, param2fit)
2754
2755
2756	def select_param(self,event):
2757	"""
2758	Select TextCtrl checked for fitting purpose and stores them
2759	in self.param_toFit=[] list
2760	"""
2761	self.param_toFit = []
2762	for item in self.parameters:
2763	#Skip t ifhe angle parameters if 1D data
2764	if self.data.__class__.__name__ != "Data2D" and\
2765	not self.enable2D:
2766	if item in self.orientation_params:
2767	continue
2768	#Select parameters to fit for list of primary parameters
2769	if item[0].GetValue():
2770	if not (item in self.param_toFit):
2771	self.param_toFit.append(item )
2772	else:
2773	#remove parameters from the fitting list
2774	if item in self.param_toFit:
2775	self.param_toFit.remove(item)
2776
2777	#Select parameters to fit for list of fittable parameters
2778	# with dispersion
2779	for item in self.fittable_param:
2780	#Skip t ifhe angle parameters if 1D data
2781	if self.data.__class__.__name__ != "Data2D" and\
2782	not self.enable2D:
2783	if item in self.orientation_params:
2784	continue
2785	if item[0].GetValue():
2786	if not (item in self.param_toFit):
2787	self.param_toFit.append(item)
2788	else:
2789	#remove parameters from the fitting list
2790	if item in self.param_toFit:
2791	self.param_toFit.remove(item)
2792
2793	#Calculate num. of angle parameters
2794	if self.data.__class__.__name__ == "Data2D" or \
2795	self.enable2D:
2796	len_orient_para = 0
2797	else:
2798	len_orient_para = len(self.orientation_params) #assume even len
2799	#Total num. of angle parameters
2800	if len(self.fittable_param) > 0:
2801	len_orient_para *= 2
2802	#Set the value of checkbox that selected every checkbox or not
2803	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2804	len(self.param_toFit):
2805	self.cb1.SetValue(True)
2806	else:
2807	self.cb1.SetValue(False)
2808
2809
2810
2811	self.save_current_state_fit()
2812	if event !=None:
2813	#self._undo.Enable(True)
2814	## post state to fit panel
2815	event = PageInfoEvent(page = self)
2816	wx.PostEvent(self.parent, event)
2817
2818	param2fit = []
2819	for item in self.param_toFit:
2820	if item[0]:
2821	param2fit.append(item[1])
2822	self.parent._manager.set_param2fit(self.uid, param2fit)
2823
2824	def set_model_param_sizer(self, model):
2825	"""
2826	Build the panel from the model content
2827
2828	:param model: the model selected in combo box for fitting purpose
2829
2830	"""
2831	self.sizer3.Clear(True)
2832	self.parameters = []
2833	self.str_parameters = []
2834	self.param_toFit=[]
2835	self.fittable_param=[]
2836	self.fixed_param=[]
2837	self.orientation_params=[]
2838	self.orientation_params_disp=[]
2839
2840	if model ==None:
2841	self.sizer3.Layout()
2842	self.SetupScrolling()
2843	return
2844	## the panel is drawn using the current value of the fit engine
2845	if self.engine_type==None and self._manager !=None:
2846	self.engine_type= self._manager._return_engine_type()
2847
2848	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2849	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2850	sizer = wx.GridBagSizer(5,5)
2851	## save the current model
2852	self.model = model
2853
2854	keys = self.model.getParamList()
2855	#list of dispersion paramaters
2856	self.disp_list=self.model.getDispParamList()
2857
2858	def custom_compare(a,b):
2859	"""
2860	Custom compare to order, first by alphabets then second by number.
2861	"""
2862	# number at the last digit
2863	a_last = a[len(a)-1]
2864	b_last = b[len(b)-1]
2865	# default
2866	num_a = None
2867	num_b = None
2868	# split the names
2869	a2 = a.lower().split('_')
2870	b2 = b.lower().split('_')
2871	# check length of a2, b2
2872	len_a2 = len(a2)
2873	len_b2 = len(b2)
2874	# check if it contains a int number(<10)
2875	try:
2876	num_a = int(a_last)
2877	except: pass
2878	try:
2879	num_b = int(b_last)
2880	except: pass
2881	# Put 'scale' near the top; happens
2882	# when numbered param name exists
2883	if a == 'scale':
2884	return -1
2885	# both have a number
2886	if num_a != None and num_b != None:
2887	if num_a > num_b: return -1
2888	# same number
2889	elif num_a == num_b:
2890	# different last names
2891	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2892	return -cmp(a2[len_a2-1], b2[len_b2-1])
2893	else:
2894	return cmp(a, b)
2895	else: return 1
2896	# one of them has a number
2897	elif num_a != None: return 1
2898	elif num_b != None: return -1
2899	# no numbers
2900	else: return cmp(a.lower(), b.lower())
2901
2902
2903	keys.sort(custom_compare)
2904
2905	iy = 0
2906	ix = 0
2907	select_text = "Select All"
2908	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2909	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2910	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2911	self.cb1.SetValue(True)
2912
2913	sizer.Add(self.cb1,(iy, ix),(1,1),\
2914	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2915	ix +=1
2916	self.text2_2 = wx.StaticText(self, -1, 'Value')
2917	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2918	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2919	ix +=2
2920	self.text2_3 = wx.StaticText(self, -1, 'Error')
2921	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2922	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2923	if not self.is_mac:
2924	self.text2_3.Hide()
2925	ix +=1
2926	self.text2_min = wx.StaticText(self, -1, 'Min')
2927	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2928	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2929	#self.text2_min.Hide()
2930	ix +=1
2931	self.text2_max = wx.StaticText(self, -1, 'Max')
2932	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2933	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2934	#self.text2_max.Hide()
2935	ix += 1
2936	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2937	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2938	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2939	self.text2_4.Hide()
2940
2941	CHECK_STATE = self.cb1.GetValue()
2942	for item in keys:
2943	if not item in self.disp_list and not item in \
2944	self.model.orientation_params:
2945
2946	##prepare a spot to store errors
2947	if not self.model.details.has_key(item):
2948	self.model.details [item] = ["",None,None]
2949
2950	iy += 1
2951	ix = 0
2952	if (self.model.__class__ in \
2953	self.model_list_box["Multi-Functions"] or \
2954	self.temp_multi_functional)\
2955	and (item in self.model.non_fittable):
2956	non_fittable_name = wx.StaticText(self, -1, item )
2957	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2958	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2959	## add parameter value
2960	ix += 1
2961	value= self.model.getParam(item)
2962	if len(self.model.fun_list) > 0:
2963	num = item.split('_')[1][5:7]
2964	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2965	style=wx.CB_READONLY, name = '%s'% item)
2966	self._set_fun_box_list(fun_box)
2967	fun_box.SetSelection(0)
2968	#self.fun_box.SetToolTipString("A function
2969	# describing the interface")
2970	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2971	else:
2972	fun_box = self.ModelTextCtrl(self, -1,
2973	size=(_BOX_WIDTH,20),
2974	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2975	fun_box.SetToolTipString(\
2976	"Hit 'Enter' after typing to update the plot.")
2977	fun_box.SetValue(format_number(value, True))
2978	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2979	self.str_parameters.append([None,item, fun_box,
2980	None, None, None,
2981	None, None])
2982
2983
2984	else:
2985	## add parameters name with checkbox for selecting to fit
2986	cb = wx.CheckBox(self, -1, item)
2987	cb.SetValue(CHECK_STATE)
2988	cb.SetToolTipString(" Check mark to fit.")
2989	#cb.SetValue(True)
2990	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2991
2992	sizer.Add( cb,( iy, ix),(1,1),
2993	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2994
2995	## add parameter value
2996	ix += 1
2997	value= self.model.getParam(item)
2998	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2999	style=wx.TE_PROCESS_ENTER)
3000	ctl1.SetToolTipString(\
3001	"Hit 'Enter' after typing to update the plot.")
3002	ctl1.SetValue(format_number(value, True))
3003	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3004	## text to show error sign
3005	ix += 1
3006	text2=wx.StaticText(self, -1, '+/-')
3007	sizer.Add(text2,(iy, ix),(1,1),\
3008	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3009	if not self.is_mac:
3010	text2.Hide()
3011	ix += 1
3012	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3013	sizer.Add(ctl2, (iy,ix),(1,1),
3014	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3015	if not self.is_mac:
3016	ctl2.Hide()
3017
3018	ix += 1
3019	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3020	style=wx.TE_PROCESS_ENTER,
3021	text_enter_callback = self._onparamRangeEnter)
3022
3023	sizer.Add(ctl3, (iy,ix),(1,1),
3024	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3025
3026	ix += 1
3027	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3028	style=wx.TE_PROCESS_ENTER,
3029	text_enter_callback = self._onparamRangeEnter)
3030	sizer.Add(ctl4, (iy,ix),(1,1),
3031	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3032
3033	ix +=1
3034	# Units
3035	if self.model.details.has_key(item):
3036	units = wx.StaticText(self, -1,
3037	self.model.details[item][0], style=wx.ALIGN_LEFT)
3038	else:
3039	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3040	sizer.Add(units, (iy,ix),(1,1),
3041	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3042
3043	##[cb state, name, value, "+/-", error of fit, min, max , units]
3044	self.parameters.append([cb,item, ctl1,
3045	text2,ctl2, ctl3, ctl4,units])
3046
3047	iy+=1
3048	sizer.Add((10,10),(iy,ix),(1,1),
3049	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3050
3051	# type can be either Guassian or Array
3052	if len(self.model.dispersion.values())>0:
3053	type= self.model.dispersion.values()[0]["type"]
3054	else:
3055	type = "Gaussian"
3056
3057	iy += 1
3058	ix = 0
3059	#Add tile for orientational angle
3060	for item in keys:
3061	if item in self.model.orientation_params:
3062	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3063	sizer.Add(orient_angle,(iy, ix),(1,1),
3064	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3065	if not self.data.__class__.__name__ == "Data2D" and \
3066	not self.enable2D:
3067	orient_angle.Hide()
3068	else:
3069	orient_angle.Show(True)
3070	break
3071
3072	#For Gaussian only
3073	if type.lower() != "array":
3074	for item in self.model.orientation_params:
3075	if not item in self.disp_list:
3076	##prepare a spot to store min max
3077	if not self.model.details.has_key(item):
3078	self.model.details [item] = ["",None,None]
3079
3080	iy += 1
3081	ix = 0
3082	## add parameters name with checkbox for selecting to fit
3083	cb = wx.CheckBox(self, -1, item )
3084	cb.SetValue(CHECK_STATE)
3085	cb.SetToolTipString("Check mark to fit")
3086	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3087	if self.data.__class__.__name__ == "Data2D" or \
3088	self.enable2D:
3089	cb.Show(True)
3090	else:
3091	cb.Hide()
3092	sizer.Add( cb,( iy, ix),(1,1),
3093	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3094
3095	## add parameter value
3096	ix += 1
3097	value= self.model.getParam(item)
3098	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3099	style=wx.TE_PROCESS_ENTER)
3100	ctl1.SetToolTipString(\
3101	"Hit 'Enter' after typing to update the plot.")
3102	ctl1.SetValue(format_number(value, True))
3103	if self.data.__class__.__name__ == "Data2D" or \
3104	self.enable2D:
3105	ctl1.Show(True)
3106	else:
3107	ctl1.Hide()
3108	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3109	## text to show error sign
3110	ix += 1
3111	text2=wx.StaticText(self, -1, '+/-')
3112	sizer.Add(text2,(iy, ix),(1,1),\
3113	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3114
3115	text2.Hide()
3116	ix += 1
3117	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3118	sizer.Add(ctl2, (iy,ix),(1,1),
3119	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3120
3121	ctl2.Hide()
3122
3123
3124	ix += 1
3125	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3126	style=wx.TE_PROCESS_ENTER,
3127	text_enter_callback = self._onparamRangeEnter)
3128
3129	sizer.Add(ctl3, (iy,ix),(1,1),
3130	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3131	ctl3.Hide()
3132
3133	ix += 1
3134	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3135	style=wx.TE_PROCESS_ENTER,
3136	text_enter_callback = self._onparamRangeEnter)
3137	sizer.Add(ctl4, (iy,ix),(1,1),
3138	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3139
3140	ctl4.Hide()
3141
3142	if self.data.__class__.__name__ == "Data2D" or \
3143	self.enable2D:
3144	if self.is_mac:
3145	text2.Show(True)
3146	ctl2.Show(True)
3147	ctl3.Show(True)
3148	ctl4.Show(True)
3149
3150	ix +=1
3151	# Units
3152	if self.model.details.has_key(item):
3153	units = wx.StaticText(self, -1,
3154	self.model.details[item][0],
3155	style=wx.ALIGN_LEFT)
3156	else:
3157	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3158	if self.data.__class__.__name__ == "Data2D" or \
3159	self.enable2D:
3160	units.Show(True)
3161
3162	else:
3163	units.Hide()
3164
3165	sizer.Add(units, (iy,ix),(1,1),
3166	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3167
3168	##[cb state, name, value, "+/-", error of fit,min,max,units]
3169	self.parameters.append([cb,item, ctl1,
3170	text2,ctl2, ctl3, ctl4,units])
3171	self.orientation_params.append([cb,item, ctl1,
3172	text2,ctl2, ctl3, ctl4,units])
3173
3174	iy+=1
3175
3176	#Display units text on panel
3177	for item in keys:
3178	if self.model.details.has_key(item):
3179	self.text2_4.Show()
3180	#Fill the list of fittable parameters
3181	self.get_all_checked_params()
3182	self.save_current_state_fit()
3183	boxsizer1.Add(sizer)
3184	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3185	self.sizer3.Layout()
3186	self.Layout()
3187	#self.Refresh()
3188
3189	def on_right_down(self, event):
3190	"""
3191	Get key stroke event
3192	"""
3193	if self.data == None:
3194	return
3195	# Figuring out key combo: Cmd for copy, Alt for paste
3196	if event.AltDown() and event.ShiftDown():
3197	self._manager.show_ftol_dialog()
3198	flag = True
3199	elif event.AltDown() or event.ShiftDown():
3200	flag = False
3201	else:
3202	return
3203	# make event free
3204	event.Skip()
3205	# messages depending on the flag
3206	if not flag:
3207	msg = " Could not open ftol dialog;"
3208	msg += " Check if the Scipy fit engine is selected in the menubar."
3209	infor = 'warning'
3210	# inform msg to wx
3211	wx.PostEvent( self.parent.parent,
3212	StatusEvent(status= msg, info=infor))
3213
3214
3215	def _onModel2D(self, event):
3216	"""
3217	toggle view of model from 1D to 2D or 2D from 1D
3218	"""
3219	if self.model_view.GetLabelText() == "Show 2D":
3220	self.model_view.SetLabel("Show 1D")
3221	self.enable2D = True
3222
3223	else:
3224	self.model_view.SetLabel("Show 2D")
3225	self.enable2D = False
3226	self.Show(False)
3227	self.create_default_data()
3228	self._manager.store_data(self.uid, data_list=[self.data])
3229
3230	self.set_model_param_sizer(self.model)
3231	self._set_sizer_dispersion()
3232	self._set_weight(is_2D= self.enable2D)
3233	self._set_smear_buttons()
3234	self.Show(True)
3235	self._draw_model()
3236
3237
3238	self.state.enable2D = copy.deepcopy(self.enable2D)
3239
3240	def _set_smear_buttons(self):
3241	"""
3242	Set semarer radio buttons
3243	"""
3244	# more disables for 2D
3245	if self.data.__class__.__name__ == "Data2D" or \
3246	self.enable2D:
3247	self.slit_smearer.Disable()
3248	self.pinhole_smearer.Enable(True)
3249	self.default_mask = copy.deepcopy(self.data.mask)
3250	else:
3251	self.slit_smearer.Enable(True)
3252	self.pinhole_smearer.Enable(True)
3253
3254
3255	class BGTextCtrl(wx.TextCtrl):
3256	"""
3257	Text control used to display outputs.
3258	No editing allowed. The background is
3259	grayed out. User can't select text.
3260	"""
3261	def __init__(self, args, *kwds):
3262	wx.TextCtrl.__init__(self, args, *kwds)
3263	self.SetEditable(False)
3264	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3265
3266	# Bind to mouse event to avoid text highlighting
3267	# The event will be skipped once the call-back
3268	# is called.
3269	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3270
3271	def _click(self, event):
3272	"""
3273	Prevent further handling of the mouse event
3274	by not calling Skip().
3275	"""
3276	pass
3277

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 356d2d3

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