fitpage.py @ c9937c0

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 c9937c0 was a5701e6, checked in by Gervaise Alina <gervyh@…>, 14 years ago
working on toggl2 1d/2d
Property mode set to `100644`
File size: 114.2 KB

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2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	from DataLoader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.utils import format_number,check_float
14
15
16
17	## event to know the selected fit engine
18	(FitterTypeEvent, EVT_FITTER_TYPE) = wx.lib.newevent.NewEvent()
19	(FitStopEvent, EVT_FIT_STOP) = wx.lib.newevent.NewEvent()
20	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
21	_BOX_WIDTH = 76
22	_DATA_BOX_WIDTH = 300
23	SMEAR_SIZE_L = 0.005
24	SMEAR_SIZE_H = 0.006
25
26	import basepage
27	from basepage import BasicPage
28	from basepage import PageInfoEvent
29	from DataLoader.qsmearing import smear_selection
30
31	class FitPage(BasicPage):
32	"""
33	FitPanel class contains fields allowing to display results when
34	fitting a model and one data
35
36	:note: For Fit to be performed the user should check at least one parameter
37	on fit Panel window.
38	"""
39
40	def __init__(self,parent, color='rand'):
41	"""
42	Initialization of the Panel
43	"""
44	BasicPage.__init__(self, parent, color=color)
45
46	## draw sizer
47	self._fill_datainfo_sizer()
48	# get smear info from data
49	self._get_smear_info()
50	self._fill_model_sizer( self.sizer1)
51	self._get_defult_custom_smear()
52	self._fill_range_sizer()
53	self._set_smear(self.data)
54	## to update the panel according to the fit engine type selected
55	self.Bind(EVT_FITTER_TYPE,self._on_engine_change)
56	self.Bind(EVT_FIT_STOP,self._on_fit_complete)
57	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60
61	def _on_fit_complete(self, event):
62	"""
63	When fit is complete ,reset the fit button label.
64	"""
65	#self.btFit.SetLabel("Fit")
66	#self.btFit.Unbind(event=wx.EVT_BUTTON, id=self.btFit.GetId())
67	#self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,id=self.btFit.GetId())
68	pass
69
70	def _is_2D(self):
71	"""
72	Check if data_name is Data2D
73
74	:return: True or False
75
76	"""
77
78	if self.data.__class__.__name__ =="Data2D":
79	return True
80	return False
81
82	def _on_engine_change(self, event):
83	"""
84	get an event containing the current name of the fit engine type
85
86	:param event: FitterTypeEvent containing the name of the current engine
87
88	"""
89	self.engine_type = event.type
90	self.state.engine_type = self.engine_type
91	if len(self.parameters)==0:
92	self.Layout()
93	return
94	if event.type =="park":
95	self.btFit.SetLabel("Fit")
96
97	for item in self.parameters:
98	if event.type =="scipy" :
99	item[5].SetValue("")
100	item[5].Hide()
101	item[6].SetValue("")
102	item[6].Hide()
103	self.text2_min.Hide()
104	self.text2_max.Hide()
105
106	else:
107	item[5].Show(True)
108	item[6].Show(True)
109	self.text2_min.Show(True)
110	self.text2_max.Show(True)
111	for item in self.fittable_param:
112	if item[5]!=None and item[6]!=None and not item in self.orientation_params_disp:
113	if event.type =="scipy" and not item in self.orientation_params:
114	item[5].SetValue("")
115	item[5].Hide()
116	item[6].SetValue("")
117	item[6].Hide()
118	self.text2_min.Hide()
119	self.text2_max.Hide()
120	self.text_disp_min.Hide()
121	self.text_disp_max.Hide()
122	else:
123	item[5].Show(True)
124	item[6].Show(True)
125	self.text2_min.Show(True)
126	self.text2_max.Show(True)
127	self.text_disp_min.Show(True)
128	self.text_disp_max.Show(True)
129
130	for item in self.orientation_params:
131	if item[5]!=None and item[6]!=None:
132	if event.type =="scipy" or self.data.__class__.__name__ !="Data2D":
133	item[5].SetValue("")
134	item[5].Hide()
135	item[6].SetValue("")
136	item[6].Hide()
137	else:
138	item[5].Show(True)
139	item[6].Show(True)
140
141	for item in self.orientation_params_disp:
142	if item[5]!=None and item[6]!=None:
143	if event.type =="scipy" or self.data.__class__.__name__ !="Data2D":
144	item[5].SetValue("")
145	item[5].Hide()
146	item[6].SetValue("")
147	item[6].Hide()
148	else:
149	item[5].Show(True)
150	item[6].Show(True)
151	self.Layout()
152	self.Refresh()
153
154
155
156	def _fill_range_sizer(self):
157	"""
158	Fill the sizer containing the plotting range
159	add access to npts
160	"""
161	is_2Ddata = False
162
163	# Check if data is 2D
164	if self.data.__class__.__name__ == 'Data2D':
165	is_2Ddata = True
166
167	title = "Fitting"
168	#smear messages & titles
169	smear_message_none = "No smearing is selected..."
170	smear_message_dqdata = "The dQ data is being used for smearing..."
171	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
172	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
173	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
174	smear_message_2d_x_title = "<dQx>[1/A]:"
175	smear_message_2d_y_title = "<dQy>[1/A]:"
176	smear_message_pinhole_min_title = "dQ_low[1/A]:"
177	smear_message_pinhole_max_title = "dQ_high[1/A]:"
178	smear_message_slit_height_title = "Slit height[1/A]:"
179	smear_message_slit_width_title = "Slit width[1/A]:"
180
181	self._get_smear_info()
182
183	#Sizers
184	box_description_range = wx.StaticBox(self, -1,str(title))
185	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
186	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
187	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
188	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
189	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
190	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
191	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
192	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
193	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
194	sizer_fit = wx.GridSizer(2, 4,2,6)
195
196	# combobox for smear2d accuracy selection
197	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
198	self._set_accuracy_list()
199	self.smear_accuracy.SetValue(self.smear2d_accuracy)
200	self.smear_accuracy.SetSelection(0)
201	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
202
203	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
204
205	#Fit button
206	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
207	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
208	self.btFit.SetToolTipString("Start fitting.")
209
210	#textcntrl for custom resolution
211	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
212	text_enter_callback = self.onPinholeSmear)
213	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
214	text_enter_callback = self.onPinholeSmear)
215	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
216	text_enter_callback = self.onSlitSmear)
217	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
218	text_enter_callback = self.onSlitSmear)
219
220	## smear
221	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
222	self.smear_data_left.SetValue(str(self.dq_l))
223	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
224	self.smear_data_right.SetValue(str(self.dq_r))
225
226	#set default values for smear
227	self.smear_pinhole_max.SetValue(str(self.dx_max))
228	self.smear_pinhole_min.SetValue(str(self.dx_min))
229	self.smear_slit_height.SetValue(str(self.dxl))
230	self.smear_slit_width.SetValue(str(self.dxw))
231
232	#Filling the sizer containing instruments smearing info.
233	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
234	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
235	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
236	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
237	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
238	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
239	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
240	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
241	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
242	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
243	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
244	self.disable_smearer.SetValue(True)
245
246	# add 4 types of smearing to the sizer
247	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
248	sizer_smearer.Add((10,10))
249	sizer_smearer.Add( self.enable_smearer)
250	sizer_smearer.Add((10,10))
251	sizer_smearer.Add( self.pinhole_smearer )
252	sizer_smearer.Add((10,10))
253	sizer_smearer.Add( self.slit_smearer )
254	sizer_smearer.Add((10,10))
255
256	# StaticText for chi2, N(for fitting), Npts
257	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
258	self.tcChi.SetToolTipString("Chi2/Npts")
259	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
260	self.Npts_fit.SetToolTipString(" Npts : number of points selected for fitting")
261	self.Npts_total = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
262	self.Npts_total.SetToolTipString(" Total Npts : total number of data points")
263	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
264	box_description_2= wx.StaticText(self, -1,'Fitted Npts')
265	box_description_3= wx.StaticText(self, -1,'Data Npts')
266	box_description_4= wx.StaticText(self, -1,' ')
267
268
269	sizer_fit.Add(box_description_1,0,0)
270	sizer_fit.Add(box_description_2,0,0)
271	sizer_fit.Add(box_description_3,0,0)
272	sizer_fit.Add(box_description_4,0,0)
273	sizer_fit.Add(self.tcChi,0,0)
274	sizer_fit.Add(self.Npts_fit ,0,0)
275	sizer_fit.Add(self.Npts_total,0,0)
276	sizer_fit.Add(self.btFit,0,0)
277
278	# StaticText for smear
279	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
280	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
281	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
282	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
283	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
284	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
285	self.smear_description_smear_type.SetValue(str(self.dq_l))
286	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
287	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
288	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
289	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
290	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
291	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
292	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
293	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
294	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
295	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
296
297	#arrange sizers
298	#boxsizer1.Add( self.tcChi )
299	self.sizer_set_smearer.Add(sizer_smearer )
300	self.sizer_set_smearer.Add((10,10))
301	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
302	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
303	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
304	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
305	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
306	self.sizer_new_smear.Add( self.smear_accuracy )
307	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
308	self.sizer_new_smear.Add((15,-1))
309	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
310	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
311	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
312
313	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
314	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
315	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
316	self.sizer_new_smear.Add((20,-1))
317	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
318	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
319	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
320
321	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
322	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
323	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
324
325	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
326	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
327	self.sizer_set_smearer.Add((5,2))
328	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
329
330	# add all to chi2 sizer
331	sizer_smearer_box.Add(self.sizer_set_smearer)
332	sizer_chi2.Add(sizer_smearer_box)
333	sizer_chi2.Add((-1,5))
334
335	# hide all smear messages and textctrl
336	self._hide_all_smear_info()
337
338	# get smear_selection
339	self.current_smearer= smear_selection( self.data, self.model )
340
341	# Show only the relevant smear messages, etc
342	if self.current_smearer == None:
343	if not is_2Ddata:
344	self.smear_description_none.Show(True)
345	self.enable_smearer.Disable()
346	else:
347	self.smear_description_none.Show(True)
348	#self.smear_description_2d.Show(True)
349	#self.pinhole_smearer.Disable()
350	self.slit_smearer.Disable()
351	#self.enable_smearer.Disable()
352	else: self._show_smear_sizer()
353	boxsizer_range.Add(self.sizer_set_masking)
354	#2D data? default
355	is_2Ddata = False
356
357	#check if it is 2D data
358	if self.data.__class__.__name__ == 'Data2D':
359	is_2Ddata = True
360
361	self.sizer5.Clear(True)
362
363	self.qmin_tcrl = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
364	style=wx.TE_PROCESS_ENTER,
365	text_enter_callback = self._onQrangeEnter)
366	self.qmin_tcrl.SetValue(str(self.qmin_x))
367	self.qmin_tcrl.SetToolTipString("Minimun value of Q in linear scale.")
368
369	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
370	style=wx.TE_PROCESS_ENTER,
371	text_enter_callback=self._onQrangeEnter)
372	self.qmax.SetValue(str(self.qmax_x))
373	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
374
375	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
376	style=wx.TE_PROCESS_ENTER,
377	text_enter_callback=self._onQrangeEnter)
378	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
379	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
380	id = wx.NewId()
381	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
382
383	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
384	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
385
386	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
387	sizer= wx.GridSizer(2, 5,0, 0)
388
389	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
390	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
391	self.btEditMask.SetToolTipString("Edit Mask.")
392	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
393
394	sizer.Add(wx.StaticText(self, -1, 'Q range'))
395	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
396	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
397	sizer.Add(wx.StaticText(self, -1, ' Theory Npts'))
398	sizer.Add(self.EditMask_title)
399	sizer.Add(self.reset_qrange)
400	sizer.Add(self.qmin_tcrl)
401	sizer.Add(self.qmax)
402	sizer.Add(self.theory_npts_tcrtl)
403	sizer.Add(self.btEditMask)
404	boxsizer_range.Add(sizer_chi2)
405	boxsizer_range.Add((10,10))
406	boxsizer_range.Add(sizer)
407
408	boxsizer_range.Add((10,15))
409	boxsizer_range.Add(sizer_fit)
410	if is_2Ddata:
411	self.btEditMask.Enable()
412	self.EditMask_title.Enable()
413	else:
414	self.btEditMask.Disable()
415	self.EditMask_title.Disable()
416	## save state
417	self.save_current_state()
418	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
419	self.sizer5.Layout()
420
421	def _fill_datainfo_sizer(self):
422	"""
423	fill sizer 0 with data info
424	"""
425	## no loaded data , don't fill the sizer
426	if self.data is None:
427	data_min = ""
428	data_max = ""
429	data_name = ""
430	else:
431	data_name = self.data.name
432	#set maximum range for x in linear scale
433	if not hasattr(self.data,"data"): #Display only for 1D data fit
434	# Minimum value of data
435	data_min = min(self.data.x)
436	# Maximum value of data
437	data_max = max(self.data.x)
438	else:
439	## Minimum value of data
440	data_min = 0
441	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
442	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
443	## Maximum value of data
444	data_max = math.sqrt(xx + yy)
445	## set q range to plot
446	self.qmin_x = data_min
447	self.qmax_x = data_max
448	box_description= wx.StaticBox(self, -1, 'Data')
449	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
450	#----------------------------------------------------------
451	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
452	#Filling the sizer containing data related fields
453	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
454	self.dataSource = BGTextCtrl(self, -1)
455	self.dataSource.SetValue(str(data_name))
456	#self.dataSource.SetEditable(False)
457	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
458	sizer_data.Add(wx.StaticText(self, -1, 'Source Name : '))
459	sizer_data.Add(self.dataSource )
460	sizer_data.Add( (0,5) )
461
462	#---------sizer 2 draw--------------------------------
463	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
464	style=wx.ALIGN_LEFT)
465	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
466	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
467	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
468	self.minimum_q.SetValue(str(data_min))
469	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
470	self.maximum_q.SetValue(str(data_max))
471	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
472	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
473	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
474	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
475	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
476	boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
477	#------------------------------------------------------------
478	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
479	self.sizer0.Layout()
480
481	def _fill_model_sizer(self, sizer):
482	"""
483	fill sizer containing model info
484	"""
485	##Add model function Details button in fitpanel.
486	##The following 3 lines are for Mac. Let JHC know before modifying...
487	title = "Model"
488	box_description= wx.StaticBox(self, -1,str(title))
489	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
490
491	id = wx.NewId()
492	self.model_help =wx.Button(self,id,'Details', size=(80,23))
493	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
494	self.model_help.SetToolTipString("Model Function Help")
495	id = wx.NewId()
496	self.model_view = wx.Button(self, id,"Switch to 2D", size=(80, 23))
497	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
498	hint = "toggle view of model from 1D to 2D or 2D from 1D"
499	self.model_view.SetToolTipString(hint)
500
501	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
502	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
503	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
504	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
505
506	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
507	id= self.shape_rbutton.GetId())
508	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
509	id= self.shape_indep_rbutton.GetId())
510	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
511	id= self.struct_rbutton.GetId())
512	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
513	id= self.plugin_rbutton.GetId())
514	#MAC needs SetValue
515	self.shape_rbutton.SetValue(True)
516
517	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
518	sizer_radiobutton.Add(self.shape_rbutton)
519	sizer_radiobutton.Add(self.shape_indep_rbutton)
520	#sizer_radiobutton.Add((5, 5))
521	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
522	sizer_radiobutton.Add(self.plugin_rbutton)
523	sizer_radiobutton.Add(self.struct_rbutton)
524	#sizer_radiobutton.Add((5, 5))
525	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
526
527	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
528	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
529
530	self.text1 = wx.StaticText(self,-1,"" )
531	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
532	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
533	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
534	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
535	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
536
537	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
538	if self.model!= None:
539	self.formfactorbox.SetValue(self.model.name)
540	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
541	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
542	self.initialize_combox()
543	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
544	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
545	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
546	## check model type to show sizer
547	if self.model !=None:
548	self._set_model_sizer_selection(self.model)
549
550	sizer_selection.Add(self.text1)
551	sizer_selection.Add((5, 5))
552	sizer_selection.Add(self.formfactorbox)
553	sizer_selection.Add((5, 5))
554	sizer_selection.Add(self.text2)
555	sizer_selection.Add((5, 5))
556	sizer_selection.Add(self.structurebox)
557
558	mutifactor_selection.Add((10,5))
559	mutifactor_selection.Add(self.mutifactor_text)
560	mutifactor_selection.Add(self.multifactorbox)
561	mutifactor_selection.Add((5, 5))
562	mutifactor_selection.Add(self.mutifactor_text1)
563	mutifactor_selection.Add((10, 5))
564	mutifactor_selection.Add(self.show_sld_button)
565
566
567	boxsizer1.Add(sizer_radiobutton)
568	boxsizer1.Add((10, 10))
569	boxsizer1.Add(sizer_selection)
570	boxsizer1.Add((10, 10))
571	boxsizer1.Add(mutifactor_selection)
572
573	self._set_multfactor_combobox()
574	self.multifactorbox.SetSelection(1)
575	self.show_sld_button.Hide()
576	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
577	sizer.Layout()
578
579	def _set_sizer_dispersion(self, dispersity):
580	"""
581	draw sizer with gaussian dispersity parameters
582	"""
583	self.fittable_param=[]
584	self.fixed_param=[]
585	self.orientation_params_disp=[]
586
587	self.sizer4_4.Clear(True)
588	if self.model==None:
589	##no model is selected
590	return
591	if not self.enable_disp.GetValue():
592	## the user didn't select dispersity display
593	return
594
595	self._reset_dispersity()
596
597	# Create the dispersion objects
598	for item in self.model.dispersion.keys():
599	#disp_model = GaussianDispersion()
600	disp_model = dispersity()
601	self._disp_obj_dict[item] = disp_model
602	self.model.set_dispersion(item, disp_model)
603	self.state._disp_obj_dict[item]= disp_model
604
605
606	ix=0
607	iy=1
608	disp = wx.StaticText(self, -1, ' ')
609	self.sizer4_4.Add(disp,( iy, ix),(1,1),
610	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
611	ix += 1
612	values = wx.StaticText(self, -1, 'PD[ratio] ')
613	polytext = "Polydispersity (= STD/mean); "
614	polytext += "the standard deviation over the mean value."
615	values.SetToolTipString(polytext)
616
617	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
618	0)
619	ix +=2
620	self.text_disp_1 = wx.StaticText(self, -1, '')
621	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
622	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
623	self.text_disp_1.Hide()
624
625
626	ix +=1
627	self.text_disp_min = wx.StaticText(self, -1, 'Min')
628	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
629	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
630	self.text_disp_min.Hide()
631	ix +=1
632	self.text_disp_max = wx.StaticText(self, -1, 'Max')
633	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
634	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
635	self.text_disp_max.Hide()
636
637
638	ix += 1
639	npts = wx.StaticText(self, -1, 'Npts')
640	npts.SetToolTipString("Number of sampling points for the numerical\n\
641	integration over the distribution function.")
642	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
643	ix += 1
644	nsigmas = wx.StaticText(self, -1, 'Nsigmas')
645	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
646	of the distribution function will be used for weighting. \n\
647	The value '3' covers 99.5% for Gaussian distribution \n\
648	function. Note: Not recommended to change this value.")
649	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
650	0)
651
652	if self.engine_type=="park":
653	self.text_disp_max.Show(True)
654	self.text_disp_min.Show(True)
655
656	for item in self.model.dispersion.keys():
657	if not item in self.model.orientation_params:
658	if not self.disp_cb_dict.has_key(item):
659	self.disp_cb_dict[item]= None
660	name0="Distribution of " + item
661	name1=item+".width"
662	name2=item+".npts"
663	name3=item+".nsigmas"
664	if not self.model.details.has_key(name1):
665	self.model.details [name1] = ["",None,None]
666
667	iy += 1
668	for p in self.model.dispersion[item].keys():
669
670	if p=="width":
671	ix = 0
672	cb = wx.CheckBox(self, -1, name0, (10, 10))
673	cb.SetToolTipString("Check for fitting")
674	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
675	self.sizer4_4.Add( cb,( iy, ix),(1,1),
676	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
677	15)
678	ix = 1
679	value= self.model.getParam(name1)
680	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20)
681	,style=wx.TE_PROCESS_ENTER)
682	ctl1.SetLabel('PD[ratio]')
683	poly_text = "Polydispersity (STD/mean) of %s\n" % item
684	poly_text += "STD: the standard deviation"
685	poly_text += " from the mean value."
686	ctl1.SetToolTipString(poly_text)
687	ctl1.SetValue(str (format_number(value)))
688	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
689	## text to show error sign
690	ix = 2
691	text2=wx.StaticText(self, -1, '+/-')
692	self.sizer4_4.Add(text2,(iy, ix),(1,1),
693	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
694	text2.Hide()
695
696	ix = 3
697	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20),
698	style=0)
699
700	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
701	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
702
703	ctl2.Hide()
704
705	ix = 4
706	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
707	20), style=wx.TE_PROCESS_ENTER,
708	text_enter_callback = self._onparamRangeEnter)
709
710	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
711	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
712	ctl3.Hide()
713
714	ix = 5
715	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
716	20), style=wx.TE_PROCESS_ENTER,
717	text_enter_callback = self._onparamRangeEnter)
718
719	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
720	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
721
722	ctl4.Hide()
723
724	if self.engine_type=="park":
725	ctl3.Show(True)
726	ctl4.Show(True)
727
728	self.fittable_param.append([cb,name1,ctl1,text2,
729	ctl2, ctl3, ctl4,None])
730
731	elif p=="npts":
732	ix = 6
733	value= self.model.getParam(name2)
734	Tctl = self.ModelTextCtrl(self, -1,
735	size=(_BOX_WIDTH/2,20),
736	style=wx.TE_PROCESS_ENTER)
737
738	Tctl.SetValue(str (format_number(value)))
739	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
740	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
741	self.fixed_param.append([None,name2, Tctl,None,None,
742	None, None,None])
743	elif p=="nsigmas":
744	ix = 7
745	value= self.model.getParam(name3)
746	Tct2 = self.ModelTextCtrl(self, -1,
747	size=(_BOX_WIDTH/2,20),
748	style=wx.TE_PROCESS_ENTER)
749
750	Tct2.SetValue(str (format_number(value)))
751	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
752	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
753	ix +=1
754	self.sizer4_4.Add((20,20), (iy,ix),(1,1),
755	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
756
757	self.fixed_param.append([None,name3, Tct2
758	,None,None,None,
759	None,None])
760
761	ix =0
762	iy +=1
763	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
764	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
765	first_orient = True
766	for item in self.model.dispersion.keys():
767	if item in self.model.orientation_params:
768	if not self.disp_cb_dict.has_key(item):
769	self.disp_cb_dict[item]= None
770	name0="Distribution of " + item
771	name1=item+".width"
772	name2=item+".npts"
773	name3=item+".nsigmas"
774
775	if not self.model.details.has_key(name1):
776	self.model.details [name1] = ["",None,None]
777
778
779	iy += 1
780	for p in self.model.dispersion[item].keys():
781
782	if p=="width":
783	ix = 0
784	cb = wx.CheckBox(self, -1, name0, (10, 10))
785	cb.SetToolTipString("Check for fitting")
786	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
787	self.sizer4_4.Add( cb,( iy, ix),(1,1),
788	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
789	15)
790	if self.data.__class__.__name__ =="Data2D":
791	cb.Show(True)
792	elif cb.IsShown():
793	cb.Hide()
794	ix = 1
795	value= self.model.getParam(name1)
796	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,
797	20),style=wx.TE_PROCESS_ENTER)
798	poly_tip = "Absolute Sigma for %s." % item
799	ctl1.SetToolTipString(poly_tip)
800	ctl1.SetValue(str (format_number(value)))
801	if self.data.__class__.__name__ =="Data2D":
802	if first_orient:
803	values.SetLabel('PD[ratio], Sig[deg]')
804	poly_text = "PD(polydispersity for lengths):\n"
805	poly_text += "It should be a value between"
806	poly_text += "0 and 1\n"
807	poly_text += "Sigma for angles: \n"
808	poly_text += "It is the STD (ratio*mean)"
809	poly_text += " of the distribution.\n "
810
811	values.SetToolTipString(poly_text)
812	first_orient = False
813	ctl1.Show(True)
814	elif ctl1.IsShown():
815	ctl1.Hide()
816
817	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
818	## text to show error sign
819	ix = 2
820	text2=wx.StaticText(self, -1, '+/-')
821	self.sizer4_4.Add(text2,(iy, ix),(1,1),
822	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
823	text2.Hide()
824
825	ix = 3
826	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20),
827	style=0)
828
829	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
830	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
831	ctl2.Hide()
832
833	ix = 4
834	ctl3 = self.ModelTextCtrl(self, -1,
835	size=(_BOX_WIDTH/2,20),
836	style=wx.TE_PROCESS_ENTER,
837	text_enter_callback = self._onparamRangeEnter)
838
839	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
840	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
841
842	ctl3.Hide()
843
844	ix = 5
845	ctl4 = self.ModelTextCtrl(self, -1,
846	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
847	text_enter_callback = self._onparamRangeEnter)
848	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
849	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
850	ctl4.Hide()
851	#if self.data.__class__.__name__ =="Data2D":
852	#ctl4.Enable(True)
853	#elif ctl4.Shown():
854	#ctl4.Hide()
855
856	if self.engine_type=="park" and \
857	self.data.__class__.__name__ =="Data2D":
858	ctl3.Show(True)
859	ctl4.Show(True)
860
861
862
863
864	self.fittable_param.append([cb,name1,ctl1,text2,
865	ctl2, ctl3, ctl4,None])
866	self.orientation_params_disp.append([cb,name1,ctl1,
867	text2, ctl2, ctl3, ctl4,None])
868	elif p=="npts":
869	ix = 6
870	value= self.model.getParam(name2)
871	Tctl = self.ModelTextCtrl(self, -1,
872	size=(_BOX_WIDTH/2,20),
873	style=wx.TE_PROCESS_ENTER)
874
875	Tctl.SetValue(str (format_number(value)))
876	if self.data.__class__.__name__ =="Data2D":
877	Tctl.Show(True)
878	else:
879	Tctl.Hide()
880	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
881	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
882	self.fixed_param.append([None,name2, Tctl,None,None,
883	None, None,None])
884	self.orientation_params_disp.append([None,name2,
885	Tctl,None,None,
886	None, None,None])
887	elif p=="nsigmas":
888	ix = 7
889	value= self.model.getParam(name3)
890	Tct2 = self.ModelTextCtrl(self, -1,
891	size=(_BOX_WIDTH/2,20),
892	style=wx.TE_PROCESS_ENTER)
893
894	Tct2.SetValue(str (format_number(value)))
895	if self.data.__class__.__name__ =="Data2D":
896	Tct2.Show(True)
897	else:
898	Tct2.Hide()
899	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
900	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
901	ix +=1
902
903	self.fixed_param.append([None,name3, Tct2
904	,None,None, None, None,None])
905
906	self.orientation_params_disp.append([None,name3,
907	Tct2 ,None,None, None, None,None])
908
909	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
910
911	self.state.model = self.model.clone()
912	## save state into
913	self.state.cb1 = self.cb1.GetValue()
914	self._copy_parameters_state(self.parameters, self.state.parameters)
915	self._copy_parameters_state(self.orientation_params_disp,
916	self.state.orientation_params_disp)
917	self._copy_parameters_state(self.fittable_param,
918	self.state.fittable_param)
919	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
920
921
922	wx.PostEvent(self.parent, StatusEvent(status=\
923	" Selected Distribution: Gaussian"))
924	#Fill the list of fittable parameters
925	self.select_all_param(event=None)
926
927	self.Layout()
928
929	def _onFit(self, event):
930	"""
931	Allow to fit
932	"""
933	#make sure all parameter values are updated.
934	#if self.check_invalid_panel():
935	# return
936	if self.model ==None:
937	msg="Please select a Model first..."
938	wx.MessageBox(msg, 'Info')
939	wx.PostEvent(self._manager.parent, StatusEvent(status=\
940	"Fit: %s"%msg))
941	return
942
943	flag = self._update_paramv_on_fit()
944
945	if not flag:
946	msg= "Fitting range or parameters are invalid"
947	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
948	return
949
950	if len(self.param_toFit) <= 0:
951	msg= "Select at least one parameter to fit"
952	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
953	return
954
955	self.select_param(event =None)
956
957	#Clear errors if exist from previous fitting
958	#self._clear_Err_on_Fit()
959
960	# Remove or do not allow fitting on the Q=0 point, especially
961	# when y(q=0)=None at x[0].
962	self.qmin_x = float(self.qmin_tcrl.GetValue())
963	self.qmax_x = float( self.qmax.GetValue())
964	self._manager._reset_schedule_problem(id=self.id, value=0)
965	self._manager.schedule_for_fit(id=id,value=1,page=self,fitproblem =None)
966	self._manager.set_fit_range(id=self.id,qmin= self.qmin_x,
967	qmax= self.qmax_x)
968
969	#single fit
970	self._manager.onFit()
971	## allow stopping the fit
972	#if self.engine_type=="scipy":
973	# self.btFit.SetLabel("Stop")
974	# self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
975	# self.btFit.Bind(event= wx.EVT_BUTTON,
976	# handler=self._StopFit, id=self.btFit.GetId())
977	#else:
978	# self.btFit.SetLabel("Fit")
979	# self.btFit.Bind(event= wx.EVT_BUTTON,
980	# handler=self._onFit, id=self.btFit.GetId())
981
982	def _StopFit(self, event):
983	"""
984	Stop fit
985	"""
986	self.btFit.SetLabel("Fit")
987	if self.engine_type=="scipy":
988	self._manager.stop_fit()
989	self.btFit.Unbind(event=wx.EVT_BUTTON, id=self.btFit.GetId())
990	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
991	id=self.btFit.GetId())
992
993
994	def _on_select_model(self, event=None):
995	"""
996	call back for model selection
997	"""
998	self._on_select_model_helper()
999	self.set_model_param_sizer(self.model)
1000
1001	if self.model is None:
1002	self._set_bookmark_flag(False)
1003	self._set_save_flag(False)
1004	self.enable_disp.SetValue(False)
1005	self.disable_disp.SetValue(True)
1006	try:
1007	self.set_dispers_sizer()
1008	except:
1009	pass
1010	self.btFit.SetFocus()
1011	self.state.enable_disp = self.enable_disp.GetValue()
1012	self.state.disable_disp = self.disable_disp.GetValue()
1013	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1014	self.state.slit_smearer = self.slit_smearer.GetValue()
1015
1016	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1017	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1018
1019	if self.model != None:
1020	self._set_bookmark_flag(True)
1021	self._set_save_flag(True)
1022	# Reset smearer, model and data
1023	self._set_smear(self.data)
1024	try:
1025	# update smearer sizer
1026	self.onSmear(None)
1027	temp_smear = None
1028	if self.enable_smearer.GetValue():
1029	# Set the smearer environments
1030	temp_smear = self.smearer
1031	except:
1032	## error occured on chisqr computation
1033	pass
1034	## event to post model to fit to fitting plugins
1035	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1036
1037	## set smearing value whether or not
1038	# the data contain the smearing info
1039	evt = ModelEventbox(model=self.model,
1040	smearer=temp_smear,
1041	qmin=float(self.qmin_x),
1042	id=self.id,
1043	qmax=float(self.qmax_x))
1044
1045	self._manager._on_model_panel(evt=evt)
1046	self.state.model = self.model.clone()
1047	self.state.model.name = self.model.name
1048	if event is not None:
1049	self._draw_model()
1050	if event != None:
1051
1052	## post state to fit panel
1053	event = PageInfoEvent(page = self)
1054	wx.PostEvent(self.parent, event)
1055
1056
1057	def _onparamEnter(self,event):
1058	"""
1059	when enter value on panel redraw model according to changed
1060	"""
1061	if self.model ==None:
1062	msg="Please select a Model first..."
1063	wx.MessageBox(msg, 'Info')
1064	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1065	# "Parameters: %s"%msg))
1066	return
1067
1068	#default flag
1069	flag = False
1070	self.fitrange = True
1071	#get event object
1072	tcrtl= event.GetEventObject()
1073	wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1074	updating ... ",type="update"))
1075	#Clear msg if previously shown.
1076	msg= ""
1077	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1078
1079	if check_float(tcrtl):
1080	flag = self._onparamEnter_helper()
1081	self.set_npts2fit()
1082	if self.fitrange:
1083	temp_smearer = None
1084	if not self.disable_smearer.GetValue():
1085	temp_smearer= self.current_smearer
1086	## set smearing value whether or not
1087	# the data contain the smearing info
1088	if self.slit_smearer.GetValue():
1089	flag1 = self.update_slit_smear()
1090	flag = flag or flag1
1091	elif self.pinhole_smearer.GetValue():
1092	flag1 = self.update_pinhole_smear()
1093	flag = flag or flag1
1094	elif self.data.__class__.__name__ !="Data2D":
1095	self._manager.set_smearer(smearer=temp_smearer,
1096	id=self.id,
1097	qmin= float(self.qmin_x),
1098	qmax= float(self.qmax_x),
1099	draw=True)
1100	if flag:
1101	#self.compute_chisqr(smearer= temp_smearer)
1102
1103	## new state posted
1104	if self.state_change:
1105	#self._undo.Enable(True)
1106	event = PageInfoEvent(page = self)
1107	wx.PostEvent(self.parent, event)
1108	self.state_change= False
1109	else:
1110	# invalid fit range: do nothing here:
1111	# msg already displayed in validate
1112	return
1113	else:
1114	self.save_current_state()
1115	msg= "Cannot Plot :Must enter a number!!! "
1116	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1117
1118	self.save_current_state()
1119	return
1120
1121	def _onparamRangeEnter(self, event):
1122	"""
1123	Check validity of value enter in the parameters range field
1124	"""
1125	#if self.check_invalid_panel():
1126	# return
1127	tcrtl= event.GetEventObject()
1128	#Clear msg if previously shown.
1129	msg= ""
1130	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1131	# Flag to register when a parameter has changed.
1132	is_modified = False
1133	if tcrtl.GetValue().lstrip().rstrip()!="":
1134	try:
1135	value = float(tcrtl.GetValue())
1136	tcrtl.SetBackgroundColour(wx.WHITE)
1137	self._check_value_enter(self.fittable_param ,is_modified)
1138	self._check_value_enter(self.parameters ,is_modified)
1139	except:
1140	tcrtl.SetBackgroundColour("pink")
1141	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1142	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1143	return
1144	else:
1145	tcrtl.SetBackgroundColour(wx.WHITE)
1146
1147	#self._undo.Enable(True)
1148	self.save_current_state()
1149	event = PageInfoEvent(page = self)
1150	wx.PostEvent(self.parent, event)
1151	self.state_change= False
1152
1153
1154	def _onQrangeEnter(self, event):
1155	"""
1156	Check validity of value enter in the Q range field
1157	"""
1158	#if self.check_invalid_panel():
1159	# return
1160	tcrtl= event.GetEventObject()
1161	#Clear msg if previously shown.
1162	msg= ""
1163	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1164	# Flag to register when a parameter has changed.
1165	is_modified = False
1166	if tcrtl.GetValue().lstrip().rstrip()!="":
1167	try:
1168	value = float(tcrtl.GetValue())
1169	tcrtl.SetBackgroundColour(wx.WHITE)
1170
1171	# If qmin and qmax have been modified, update qmin and qmax
1172	if self._validate_qrange( self.qmin_tcrl, self.qmax):
1173	tempmin = float(self.qmin_tcrl.GetValue())
1174	if tempmin != self.qmin_x:
1175	self.qmin_x = tempmin
1176	tempmax = float(self.qmax.GetValue())
1177	if tempmax != self.qmax_x:
1178	self.qmax_x = tempmax
1179	else:
1180	tcrtl.SetBackgroundColour("pink")
1181	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1182	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1183	return
1184
1185	except:
1186	tcrtl.SetBackgroundColour("pink")
1187	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1188	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1189	return
1190	#Check if # of points for theory model are valid(>0).
1191	# check for 2d
1192	if self.data.__class__.__name__ =="Data2D":
1193	# set mask
1194	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1195	self.data.qy_data*self.data.qy_data )
1196	index_data = ((self.qmin_x <= radius)& \
1197	(radius<= self.qmax_x))
1198	index_data = (index_data)&(self.data.mask)
1199	index_data = (index_data)&(numpy.isfinite(self.data.data))
1200	if len(index_data[index_data]) < 10:
1201	msg = "Cannot Plot :No or too little npts in"
1202	msg += " that data range!!! "
1203	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1204	return
1205	else:
1206	self.data.mask = index_data
1207	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1208	self.set_npts2fit()
1209	else:
1210	if self.data is not None:
1211
1212	index_data = ((self.qmin_x <= self.data.x)& \
1213	(self.data.x <= self.qmax_x))
1214	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1215
1216
1217	else:
1218	tcrtl.SetBackgroundColour("pink")
1219	msg= "Model Error:wrong value entered!!!"
1220	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1221
1222	self._draw_model()
1223	##update chi2
1224	#self.compute_chisqr(smearer= temp_smearer)
1225	#self._undo.Enable(True)
1226	self.save_current_state()
1227	event = PageInfoEvent(page = self)
1228	wx.PostEvent(self.parent, event)
1229	self.state_change= False
1230	return
1231
1232	def _clear_Err_on_Fit(self):
1233	"""
1234	hide the error text control shown
1235	after fitting
1236	"""
1237
1238	if hasattr(self,"text2_3"):
1239	self.text2_3.Hide()
1240
1241	if len(self.parameters)>0:
1242	for item in self.parameters:
1243	#Skip t ifhe angle parameters if 1D data
1244	if self.data.__class__.__name__ !="Data2D":
1245	if item in self.orientation_params:
1246	continue
1247	if item in self.param_toFit:
1248	continue
1249	## hide statictext +/-
1250	if item[3]!=None and item[3].IsShown():
1251	item[3].Hide()
1252	## hide textcrtl for error after fit
1253	if item[4]!=None and item[4].IsShown():
1254	item[4].Hide()
1255
1256	if len(self.fittable_param)>0:
1257	for item in self.fittable_param:
1258	#Skip t ifhe angle parameters if 1D data
1259	if self.data.__class__.__name__ !="Data2D":
1260	if item in self.orientation_params:
1261	continue
1262	if item in self.param_toFit:
1263	continue
1264	## hide statictext +/-
1265	if item[3]!=None and item[3].IsShown():
1266	item[3].Hide()
1267	## hide textcrtl for error after fit
1268	if item[4]!=None and item[4].IsShown():
1269	item[4].Hide()
1270	return
1271
1272	def _get_defult_custom_smear(self):
1273	"""
1274	Get the defult values for custum smearing.
1275	"""
1276	# get the default values
1277	if self.dxl == None: self.dxl = 0.0
1278	if self.dxw == None: self.dxw = ""
1279	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1280	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1281
1282	def _get_smear_info(self):
1283	"""
1284	Get the smear info from data.
1285
1286	:return: self.smear_type, self.dq_l and self.dq_r,
1287	respectively the type of the smear, dq_min and
1288	dq_max for pinhole smear data
1289	while dxl and dxw for slit smear
1290
1291	"""
1292
1293	# default
1294	self.smear_type = None
1295	self.dq_l = None
1296	self.dq_r = None
1297	data = self.data
1298	if self.data is None:
1299	return
1300	elif self.data.__class__.__name__ == 'Data2D':
1301	if data.dqx_data == None or data.dqy_data ==None:
1302	return
1303	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1304	(data.dqx_data.any()!=0):
1305	self.smear_type = "Pinhole2d"
1306	self.dq_l = format_number(numpy.average(data.dqx_data))
1307	self.dq_r = format_number(numpy.average(data.dqy_data))
1308	return
1309	else:
1310	return
1311	# check if it is pinhole smear and get min max if it is.
1312	if data.dx != None and all(data.dx !=0):
1313	self.smear_type = "Pinhole"
1314	self.dq_l = data.dx[0]
1315	self.dq_r = data.dx[-1]
1316
1317	# check if it is slit smear and get min max if it is.
1318	elif data.dxl != None or data.dxw != None:
1319	self.smear_type = "Slit"
1320	if data.dxl != None and all(data.dxl !=0):
1321	self.dq_l = data.dxl[0]
1322	if data.dxw != None and all(data.dxw !=0):
1323	self.dq_r = data.dxw[0]
1324	#return self.smear_type,self.dq_l,self.dq_r
1325
1326	def _show_smear_sizer(self):
1327	"""
1328	Show only the sizers depending on smear selection
1329	"""
1330	# smear disabled
1331	if self.disable_smearer.GetValue():
1332	self.smear_description_none.Show(True)
1333	# 2Dsmear
1334	elif self._is_2D():
1335	self.smear_description_accuracy_type.Show(True)
1336	self.smear_accuracy.Show(True)
1337	self.smear_description_accuracy_type.Show(True)
1338	self.smear_description_2d.Show(True)
1339	self.smear_description_2d_x.Show(True)
1340	self.smear_description_2d_y.Show(True)
1341	if self.pinhole_smearer.GetValue():
1342	self.smear_pinhole_min.Show(True)
1343	self.smear_pinhole_max.Show(True)
1344	# smear from data
1345	elif self.enable_smearer.GetValue():
1346
1347	self.smear_description_dqdata.Show(True)
1348	if self.smear_type != None:
1349	self.smear_description_smear_type.Show(True)
1350	if self.smear_type == 'Slit':
1351	self.smear_description_slit_height.Show(True)
1352	self.smear_description_slit_width.Show(True)
1353	elif self.smear_type == 'Pinhole':
1354	self.smear_description_pin_min.Show(True)
1355	self.smear_description_pin_max.Show(True)
1356	self.smear_description_smear_type.Show(True)
1357	self.smear_description_type.Show(True)
1358	self.smear_data_left.Show(True)
1359	self.smear_data_right.Show(True)
1360	# custom pinhole smear
1361	elif self.pinhole_smearer.GetValue():
1362	if self.smear_type == 'Pinhole':
1363	self.smear_message_new_p.Show(True)
1364	self.smear_description_pin_min.Show(True)
1365	self.smear_description_pin_max.Show(True)
1366
1367	self.smear_pinhole_min.Show(True)
1368	self.smear_pinhole_max.Show(True)
1369	# custom slit smear
1370	elif self.slit_smearer.GetValue():
1371	self.smear_message_new_s.Show(True)
1372	self.smear_description_slit_height.Show(True)
1373	self.smear_slit_height.Show(True)
1374	self.smear_description_slit_width.Show(True)
1375	self.smear_slit_width.Show(True)
1376
1377	def _hide_all_smear_info(self):
1378	"""
1379	Hide all smearing messages in the set_smearer sizer
1380	"""
1381	self.smear_description_none.Hide()
1382	self.smear_description_dqdata.Hide()
1383	self.smear_description_type.Hide()
1384	self.smear_description_smear_type.Hide()
1385	self.smear_description_accuracy_type.Hide()
1386	self.smear_description_2d_x.Hide()
1387	self.smear_description_2d_y.Hide()
1388	self.smear_description_2d.Hide()
1389
1390	self.smear_accuracy.Hide()
1391	self.smear_data_left.Hide()
1392	self.smear_data_right.Hide()
1393	self.smear_description_pin_min.Hide()
1394	self.smear_pinhole_min.Hide()
1395	self.smear_description_pin_max.Hide()
1396	self.smear_pinhole_max.Hide()
1397	self.smear_description_slit_height.Hide()
1398	self.smear_slit_height.Hide()
1399	self.smear_description_slit_width.Hide()
1400	self.smear_slit_width.Hide()
1401	self.smear_message_new_p.Hide()
1402	self.smear_message_new_s.Hide()
1403
1404	def _set_accuracy_list(self):
1405	"""
1406	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1407	"""
1408	# list of accuracy choices
1409	list = ['Low','Med','High','Xhigh']
1410	for idx in range(len(list)):
1411	self.smear_accuracy.Append(list[idx],idx)
1412
1413	def _set_fun_box_list(self,fun_box):
1414	"""
1415	Set the list of func for multifunctional models
1416	"""
1417	# Check if it is multi_functional model
1418	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1419	return None
1420	# Get the func name list
1421	list = self.model.fun_list
1422	if len(list) == 0:
1423	return None
1424	# build function (combo)box
1425	ind = 0
1426	while(ind < len(list)):
1427	for key, val in list.iteritems():
1428	if (val == ind):
1429	fun_box.Append(key,val)
1430	break
1431	ind += 1
1432
1433	def _on_select_accuracy(self,event):
1434	"""
1435	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1436	"""
1437	#event.Skip()
1438	# Check if the accuracy is same as before
1439	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1440	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1441	if self.pinhole_smearer.GetValue():
1442	self.onPinholeSmear(event=None)
1443	else:
1444	self.onSmear(event=None)
1445	if self.current_smearer != None:
1446	self.current_smearer.set_accuracy(accuracy =
1447	self.smear2d_accuracy)
1448	event.Skip()
1449
1450	def _on_fun_box(self,event):
1451	"""
1452	Select an func: Erf,Rparabola,LParabola
1453	"""
1454	fun_val = None
1455	fun_box = event.GetEventObject()
1456	name = fun_box.Name
1457	value = fun_box.GetValue()
1458	if self.model.fun_list.has_key(value):
1459	fun_val = self.model.fun_list[value]
1460
1461	self.model.setParam(name,fun_val)
1462	# save state
1463	self._copy_parameters_state(self.str_parameters,
1464	self.state.str_parameters)
1465	# update params
1466	self._update_paramv_on_fit()
1467	# draw
1468	self._draw_model()
1469	self.Refresh()
1470	# get ready for new event
1471	event.Skip()
1472
1473	def _onMask(self, event):
1474	"""
1475	Build a panel to allow to edit Mask
1476	"""
1477
1478	from sans.guiframe.local_perspectives.plotting.masking \
1479	import MaskPanel as MaskDialog
1480
1481	self.panel = MaskDialog(self, data=self.data,id =-1 )
1482	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1483	self.panel.ShowModal()
1484	#wx.PostEvent(self.parent, event)
1485
1486	def _draw_masked_model(self,event):
1487	"""
1488	Draw model image w/mask
1489	"""
1490	event.Skip()
1491
1492	is_valid_qrange = self._update_paramv_on_fit()
1493
1494	if is_valid_qrange:
1495	# try re draw the model plot if it exists
1496	self._draw_model()
1497	self.panel.Destroy() # frame
1498	self.set_npts2fit()
1499	elif self.model == None:
1500	self.panel.Destroy()
1501	self.set_npts2fit()
1502	msg= "No model is found on updating MASK in the model plot... "
1503	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1504	else:
1505	msg = ' Please consider your Q range, too.'
1506	self.panel.ShowMessage(msg)
1507
1508	def _set_smear(self, data):
1509	"""
1510	"""
1511	if data is None:
1512	return
1513	self.smearer = smear_selection(self.data, self.model)
1514	self.disable_smearer.SetValue(True)
1515	if self.smearer == None:
1516	self.enable_smearer.Disable()
1517	else:
1518	self.enable_smearer.Enable()
1519
1520	def get_view_mode(self):
1521	"""
1522	return True if the panel allow 2D or False if 1D
1523	"""
1524	return self.enable2D
1525
1526	def set_data(self, data):
1527	"""
1528	reset the current data
1529	"""
1530	flag = False
1531	if self.data is None and data is not None:
1532	self.window_name = str(data.name)
1533	## Title to appear on top of the window
1534	self.window_caption = str(data.name)
1535	flag = True
1536	self.data = data
1537	if self.data is None:
1538	data_min = ""
1539	data_max = ""
1540	data_name = ""
1541	self._set_bookmark_flag(False)
1542	self._set_save_flag(False)
1543	else:
1544	self._set_bookmark_flag(True)
1545	self._set_save_flag(True)
1546	self._set_smear(data)
1547	# more disables for 2D
1548	if self.data.__class__.__name__ =="Data2D":
1549	self.slit_smearer.Disable()
1550	self.default_mask = copy.deepcopy(self.data.mask)
1551
1552
1553	self.formfactorbox.Enable()
1554	self.structurebox.Enable()
1555	data_name = self.data.name
1556	#set maximum range for x in linear scale
1557	if not hasattr(self.data,"data"): #Display only for 1D data fit
1558	# Minimum value of data
1559	data_min = min(self.data.x)
1560	# Maximum value of data
1561	data_max = max(self.data.x)
1562	#number of total data points
1563	self.Npts_total.SetValue(str(len(self.data.x)))
1564	#default:number of data points selected to fit
1565	self.Npts_fit.SetValue(str(len(self.data.x)))
1566	self.btEditMask.Disable()
1567	self.EditMask_title.Disable()
1568	else:
1569
1570	## Minimum value of data
1571	data_min = 0
1572	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1573	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1574	## Maximum value of data
1575	data_max = math.sqrt(xx + yy)
1576	#number of total data points
1577	self.Npts_total.SetValue(str(len(self.data.data)))
1578	#default:number of data points selected to fit
1579	self.Npts_fit.SetValue(str(len(self.data.data)))
1580	self.btEditMask.Enable()
1581	self.EditMask_title.Enable()
1582	self.dataSource.SetValue(data_name)
1583	self.qmin_x = data_min
1584	self.qmax_x = data_max
1585	self.minimum_q.SetValue(str(data_min))
1586	self.maximum_q.SetValue(str(data_max))
1587	self.qmin_tcrl.SetValue(str(data_min))
1588	self.qmax.SetValue(str(data_max))
1589	self.qmin_tcrl.SetBackgroundColour("white")
1590	self.qmax.SetBackgroundColour("white")
1591	self.state.data = data
1592	self.state.qmin = self.qmin_x
1593	self.state.qmax = self.qmax_x
1594
1595	#update model plot with new data information
1596	if flag:
1597	#set model view button
1598	if self.data.__class__.__name__ == "Data2D":
1599	self.enable2D = True
1600	self.model_view.SetLabel("2D Mode")
1601	else:
1602	self.enable2D = False
1603	self.model_view.SetLabel("1D Mode")
1604
1605	self.model_view.Disable()
1606	self._draw_model()
1607
1608	def reset_page(self, state,first=False):
1609	"""
1610	reset the state
1611	"""
1612	self.reset_page_helper(state)
1613	#import sans.guiframe.gui_manager
1614	#evt = ModelEventbox(model=state.model)
1615	#wx.PostEvent(self.event_owner, evt)
1616
1617	if self.engine_type != None:
1618	self._manager._on_change_engine(engine=self.engine_type)
1619
1620	self.select_param(event = None)
1621	#Save state_fit
1622	self.save_current_state_fit()
1623	self._lay_out()
1624	self.Refresh()
1625
1626	def get_range(self):
1627	"""
1628	return the fitting range
1629	"""
1630	return float(self.qmin_x) , float(self.qmax_x)
1631
1632	def get_npts2fit(self):
1633	"""
1634	return numbers of data points within qrange
1635
1636	:Note: This is for Park where chi2 is not normalized by Npts of fit
1637
1638	"""
1639	if self.data is None:
1640	return
1641	npts2fit = 0
1642	qmin,qmax = self.get_range()
1643	if self.data.__class__.__name__ =="Data2D":
1644	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1645	self.data.qy_data*self.data.qy_data )
1646	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1647	index_data= (index_data)&(self.data.mask)
1648	index_data = (index_data)&(numpy.isfinite(self.data.data))
1649	npts2fit = len(self.data.data[index_data])
1650	else:
1651	for qx in self.data.x:
1652	if qx >= qmin and qx <= qmax:
1653	npts2fit += 1
1654	return npts2fit
1655
1656	def set_npts2fit(self):
1657	"""
1658	setValue Npts for fitting
1659	"""
1660	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1661
1662	def get_chi2(self):
1663	"""
1664	return the current chi2
1665	"""
1666	return self.tcChi.GetValue()
1667
1668	def get_param_list(self):
1669	"""
1670	:return self.param_toFit: list containing references to TextCtrl
1671	checked.Theses TextCtrl will allow reference to parameters to fit.
1672
1673	:raise: if return an empty list of parameter fit will nnote work
1674	properly so raise ValueError,"missing parameter to fit"
1675	"""
1676	if self.param_toFit !=[]:
1677	return self.param_toFit
1678	else:
1679	raise ValueError,"missing parameter to fit"
1680
1681	def onsetValues(self,chisqr,p_name, out,cov):
1682	"""
1683	Build the panel from the fit result
1684
1685	:param chisqr: Value of the goodness of fit metric
1686	:param p_name: the name of parameters
1687	:param out: list of parameter with the best value found during fitting
1688	:param cov: Covariance matrix
1689
1690	"""
1691	if out == None or not numpy.isfinite(chisqr):
1692	raise ValueError,"Fit error occured..."
1693
1694	is_modified = False
1695	has_error = False
1696
1697	#Hide textctrl boxes of errors.
1698	self._clear_Err_on_Fit()
1699
1700	#Check if chi2 is finite
1701	if chisqr != None or numpy.isfinite(chisqr):
1702	#format chi2
1703	if self.engine_type == "park":
1704	npt_fit = float(self.get_npts2fit())
1705	if npt_fit > 0:
1706	chisqr =chisqr/npt_fit
1707	chi2 = format_number(chisqr)
1708	self.tcChi.SetValue(chi2)
1709	self.tcChi.Refresh()
1710	else:
1711	self.tcChi.SetValue("-")
1712
1713	#Hide error title
1714	if self.text2_3.IsShown():
1715	self.text2_3.Hide()
1716
1717	try:
1718	n = self.disp_box.GetCurrentSelection()
1719	dispersity= self.disp_box.GetClientData(n)
1720	if dispersity !=None and self.enable_disp.GetValue():
1721	name= dispersity.__name__
1722	if name == "GaussianDispersion":
1723	if hasattr(self,"text_disp_1" ):
1724	if self.text_disp_1 !=None:
1725	self.text_disp_1.Hide()
1726	except:
1727	dispersty = None
1728	pass
1729	#set the panel when fit result are float not list
1730	if out.__class__== numpy.float64:
1731	self.param_toFit[0][2].SetValue(format_number(out))
1732
1733	if self.param_toFit[0][4].IsShown:
1734	self.param_toFit[0][4].Hide()
1735	if cov !=None :
1736	self.text2_3.Show(True)
1737	try:
1738	if dispersity !=None:
1739	name= dispersity.__name__
1740	if name == "GaussianDispersion" and \
1741	self.enable_disp.GetValue():
1742	if hasattr(self,"text_disp_1" ):
1743	if self.text_disp_1 !=None:
1744	self.text_disp_1.Show(True)
1745	except:
1746	pass
1747
1748	if cov[0]==None or not numpy.isfinite(cov[0]):
1749	if self.param_toFit[0][3].IsShown:
1750	self.param_toFit[0][3].Hide()
1751	else:
1752	self.param_toFit[0][3].Show(True)
1753	self.param_toFit[0][4].Show(True)
1754	self.param_toFit[0][4].SetValue(format_number(cov[0]))
1755	has_error = True
1756	else:
1757
1758	i = 0
1759	#Set the panel when fit result are list
1760	for item in self.param_toFit:
1761	if len(item)>5 and item != None:
1762	## reset error value to initial state
1763	item[3].Hide()
1764	item[4].Hide()
1765
1766	for ind in range(len(out)):
1767
1768	if item[1] == p_name[ind]:
1769	break
1770	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1771	val_out = format_number(out[ind])
1772	item[2].SetValue(val_out)
1773
1774	if(cov !=None):
1775
1776	try:
1777	if dispersity !=None:
1778	name= dispersity.__name__
1779	if name == "GaussianDispersion" and \
1780	self.enable_disp.GetValue():
1781	if hasattr(self,"text_disp_1" ):
1782	if self.text_disp_1!=None:
1783	if not self.text_disp_1.IsShown():
1784	self.text_disp_1.Show(True)
1785	except:
1786	pass
1787
1788	if cov[ind]!=None :
1789	if numpy.isfinite(float(cov[ind])):
1790	val_err = format_number(cov[ind])
1791	item[3].Show(True)
1792	item[4].Show(True)
1793	item[4].SetValue(val_err)
1794
1795	has_error = True
1796	i += 1
1797	#Show error title when any errors displayed
1798	if has_error:
1799	if not self.text2_3.IsShown():
1800	self.text2_3.Show(True)
1801
1802	## save current state
1803	self.save_current_state()
1804	#plot model
1805	self._draw_model()
1806	self._lay_out()
1807	#PostStatusEvent
1808	msg = "Fit completed! "
1809	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1810
1811	def onPinholeSmear(self, event):
1812	"""
1813	Create a custom pinhole smear object that will change the way residuals
1814	are compute when fitting
1815
1816	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1817	None for 1D
1818
1819	"""
1820
1821	#if self.check_invalid_panel():
1822	# return
1823	if self.model ==None:
1824	self.disable_smearer.SetValue(True)
1825	msg="Please select a Model first..."
1826	wx.MessageBox(msg, 'Info')
1827	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1828	"Smear: %s"%msg))
1829	return
1830
1831	# Need update param values
1832	self._update_paramv_on_fit()
1833
1834	# msg default
1835	msg = None
1836	if event != None:
1837	tcrtl= event.GetEventObject()
1838	# event case of radio button
1839	if tcrtl.GetValue()== True:
1840	self.dx_min = 0.0
1841	self.dx_max = 0.0
1842	is_new_pinhole = True
1843	else:
1844	is_new_pinhole = self._is_changed_pinhole()
1845	else:
1846	is_new_pinhole = True
1847	# if any value is changed
1848	if is_new_pinhole:
1849	msg = self._set_pinhole_smear()
1850	# hide all silt sizer
1851	self._hide_all_smear_info()
1852
1853	##Calculate chi2
1854	temp_smearer = self.current_smearer
1855	#self.compute_chisqr(smearer= temp_smearer)
1856
1857	# show relevant slit sizers
1858	self._show_smear_sizer()
1859
1860	self.sizer_set_smearer.Layout()
1861	self.Layout()
1862
1863	if event != None:
1864	event.Skip()
1865	#self._undo.Enable(True)
1866	self.save_current_state()
1867	event = PageInfoEvent(page = self)
1868	wx.PostEvent(self.parent, event)
1869
1870	def _is_changed_pinhole(self):
1871	"""
1872	check if any of pinhole smear is changed
1873
1874	:return: True or False
1875
1876	"""
1877	# get the values
1878	pin_min = self.smear_pinhole_min.GetValue()
1879	pin_max = self.smear_pinhole_max.GetValue()
1880
1881	# Check changes in slit width
1882	try:
1883	dx_min = float(pin_min)
1884	except:
1885	return True
1886	if self.dx_min != dx_min:
1887	return True
1888
1889	# Check changes in slit heigth
1890	try:
1891	dx_max = float(pin_max)
1892	except:
1893	return True
1894	if self.dx_max != dx_max:
1895	return True
1896	return False
1897
1898	def _set_pinhole_smear(self):
1899	"""
1900	Set custom pinhole smear
1901
1902	:return: msg
1903
1904	"""
1905	# copy data
1906	data = copy.deepcopy(self.data)
1907	if self._is_2D():
1908	self.smear_type = 'Pinhole2d'
1909	len_data = len(data.data)
1910	data.dqx_data = numpy.zeros(len_data)
1911	data.dqy_data = numpy.zeros(len_data)
1912	else:
1913	self.smear_type = 'Pinhole'
1914	len_data = len(data.x)
1915	data.dx = numpy.zeros(len_data)
1916	data.dxl = None
1917	data.dxw = None
1918	msg = None
1919
1920	get_pin_min = self.smear_pinhole_min
1921	get_pin_max = self.smear_pinhole_max
1922
1923	if not check_float(get_pin_min):
1924	get_pin_min.SetBackgroundColour("pink")
1925	msg= "Model Error:wrong value entered!!!"
1926	elif not check_float(get_pin_max ):
1927	get_pin_max.SetBackgroundColour("pink")
1928	msg= "Model Error:wrong value entered!!!"
1929	else:
1930	if len_data < 2: len_data = 2
1931	self.dx_min = float(get_pin_min.GetValue())
1932	self.dx_max = float(get_pin_max.GetValue())
1933	if self.dx_min < 0:
1934	get_pin_min.SetBackgroundColour("pink")
1935	msg= "Model Error:This value can not be negative!!!"
1936	elif self.dx_max <0:
1937	get_pin_max.SetBackgroundColour("pink")
1938	msg= "Model Error:This value can not be negative!!!"
1939	elif self.dx_min != None and self.dx_max != None:
1940	if self._is_2D():
1941	data.dqx_data[data.dqx_data==0] = self.dx_min
1942	data.dqy_data[data.dqy_data==0] = self.dx_max
1943	elif self.dx_min == self.dx_max:
1944	data.dx[data.dx==0] = self.dx_min
1945	else:
1946	step = (self.dx_max - self.dx_min)/(len_data-1)
1947	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
1948	step)
1949	elif self.dx_min != None:
1950	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
1951	else: data.dx[data.dx==0] = self.dx_min
1952	elif self.dx_max != None:
1953	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
1954	else: data.dx[data.dx==0] = self.dx_max
1955	self.current_smearer = smear_selection(data, self.model)
1956	# 2D need to set accuracy
1957	if self._is_2D():
1958	self.current_smearer.set_accuracy(accuracy = \
1959	self.smear2d_accuracy)
1960
1961	if msg != None:
1962	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1963	else:
1964	get_pin_min.SetBackgroundColour("white")
1965	get_pin_max.SetBackgroundColour("white")
1966	## set smearing value whether or not the data contain the smearing info
1967	self._manager.set_smearer(smearer=self.current_smearer,
1968	qmin=float(self.qmin_x),
1969	qmax= float(self.qmax_x),
1970	id=self.id)
1971	return msg
1972
1973	def update_pinhole_smear(self):
1974	"""
1975	called by kill_focus on pinhole TextCntrl
1976	to update the changes
1977
1978	:return: False when wrong value was entered
1979
1980	"""
1981	# msg default
1982	msg = None
1983	# check if any value is changed
1984	if self._is_changed_pinhole():
1985	msg = self._set_pinhole_smear()
1986	#self._undo.Enable(True)
1987	self.save_current_state()
1988
1989	if msg != None:
1990	return False
1991	else:
1992	return True
1993
1994	def onSlitSmear(self, event):
1995	"""
1996	Create a custom slit smear object that will change the way residuals
1997	are compute when fitting
1998	"""
1999
2000	#if self.check_invalid_panel():
2001	# return
2002
2003	if self.model ==None:
2004	self.disable_smearer.SetValue(True)
2005
2006	msg="Please select a Model first..."
2007	wx.MessageBox(msg, 'Info')
2008	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2009	"Smear: %s"%msg))
2010	return
2011
2012	# Need update param values
2013	self._update_paramv_on_fit()
2014
2015	# msg default
2016	msg = None
2017	# for event given
2018	if event != None:
2019	tcrtl= event.GetEventObject()
2020	# event case of radio button
2021	if tcrtl.GetValue():
2022	self.dxl = 0.0
2023	self.dxw = 0.0
2024	is_new_slit = True
2025	else:
2026	is_new_slit = self._is_changed_slit()
2027	else:
2028	is_new_slit = True
2029
2030	# if any value is changed
2031	if is_new_slit:
2032	msg = self._set_slit_smear()
2033
2034	# hide all silt sizer
2035	self._hide_all_smear_info()
2036	##Calculate chi2
2037	#self.compute_chisqr(smearer= self.current_smearer)
2038	# show relevant slit sizers
2039	self._show_smear_sizer()
2040	self.sizer_set_smearer.Layout()
2041	self.Layout()
2042
2043	if event != None:
2044	event.Skip()
2045	#self._undo.Enable(True)
2046	self.save_current_state()
2047	event = PageInfoEvent(page = self)
2048	wx.PostEvent(self.parent, event)
2049	if msg != None:
2050	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2051
2052	def _is_changed_slit(self):
2053	"""
2054	check if any of slit lengths is changed
2055
2056	:return: True or False
2057
2058	"""
2059	# get the values
2060	width = self.smear_slit_width.GetValue()
2061	height = self.smear_slit_height.GetValue()
2062
2063	# check and change the box bg color if it was pink
2064	# but it should be white now
2065	# because this is the case that _set_slit_smear() will not handle
2066	if height.lstrip().rstrip()=="":
2067	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2068	if width.lstrip().rstrip()=="":
2069	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2070
2071	# Check changes in slit width
2072	if width == "":
2073	dxw = 0.0
2074	else:
2075	try:
2076	dxw = float(width)
2077	except:
2078	return True
2079	if self.dxw != dxw:
2080	return True
2081
2082	# Check changes in slit heigth
2083	if height == "":
2084	dxl = 0.0
2085	else:
2086	try:
2087	dxl = float(height)
2088	except:
2089	return True
2090	if self.dxl != dxl:
2091	return True
2092
2093	return False
2094
2095	def _set_slit_smear(self):
2096	"""
2097	Set custom slit smear
2098
2099	:return: message to inform the user about the validity
2100	of the values entered for slit smear
2101	"""
2102	if self.data.__class__.__name__ == "Data2D":
2103	return
2104	temp_smearer = None
2105	# make sure once more if it is smearer
2106	data = copy.deepcopy(self.data)
2107	data_len = len(data.x)
2108	data.dx = None
2109	data.dxl = None
2110	data.dxw = None
2111	msg = None
2112
2113	try:
2114	self.dxl = float(self.smear_slit_height.GetValue())
2115	data.dxl = self.dxl* numpy.ones(data_len)
2116	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2117	except:
2118	data.dxl = numpy.zeros(data_len)
2119	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2120	self.smear_slit_height.SetBackgroundColour("pink")
2121	msg = "Wrong value entered... "
2122	else:
2123	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2124	try:
2125	self.dxw = float(self.smear_slit_width.GetValue())
2126	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2127	data.dxw = self.dxw* numpy.ones(data_len)
2128	except:
2129	data.dxw = numpy.zeros(data_len)
2130	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2131	self.smear_slit_width.SetBackgroundColour("pink")
2132	msg = "Wrong Fit value entered... "
2133	else:
2134	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2135
2136	self.current_smearer = smear_selection(data, self.model)
2137	#temp_smearer = self.current_smearer
2138	## set smearing value whether or not the data contain the smearing info
2139	self._manager.set_smearer(smearer=self.current_smearer,
2140	qmin=float(self.qmin_x),
2141	qmax= float(self.qmax_x),
2142	id=self.id)
2143	return msg
2144
2145	def update_slit_smear(self):
2146	"""
2147	called by kill_focus on pinhole TextCntrl
2148	to update the changes
2149
2150	:return: False when wrong value was entered
2151
2152	"""
2153	# msg default
2154	msg = None
2155	# check if any value is changed
2156	if self._is_changed_slit():
2157	msg = self._set_slit_smear()
2158	#self._undo.Enable(True)
2159	self.save_current_state()
2160
2161	if msg != None:
2162	return False
2163	else:
2164	return True
2165
2166	def onSmear(self, event):
2167	"""
2168	Create a smear object that will change the way residuals
2169	are compute when fitting
2170	"""
2171	if event != None:
2172	event.Skip()
2173	if self.data is None:
2174	return
2175
2176	if self.model == None:
2177	self.disable_smearer.SetValue(True)
2178	msg="Please select a Model first..."
2179	wx.MessageBox(msg, 'Info')
2180	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2181	"Smear: %s"%msg))
2182	return
2183
2184	# Need update param values
2185	self._update_paramv_on_fit()
2186
2187	temp_smearer = None
2188	self._get_smear_info()
2189
2190	#renew smear sizer
2191	if self.smear_type != None:
2192	self.smear_description_smear_type.SetValue(str(self.smear_type))
2193	self.smear_data_left.SetValue(str(self.dq_l))
2194	self.smear_data_right.SetValue(str(self.dq_r))
2195
2196	self._hide_all_smear_info()
2197
2198	data = copy.deepcopy(self.data)
2199	# make sure once more if it is smearer
2200	self.current_smearer = smear_selection(data, self.model)
2201
2202	if self.enable_smearer.GetValue():
2203	if hasattr(self.data,"dxl"):
2204
2205	msg= ": Resolution smearing parameters"
2206	if hasattr(self.data,"dxw"):
2207	msg= ": Slit smearing parameters"
2208	if self.smearer ==None:
2209	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2210	"Data contains no smearing information"))
2211	else:
2212	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2213	"Data contains smearing information"))
2214
2215	#self.smear_description_dqdata.Show(True)
2216	self.smear_data_left.Show(True)
2217	self.smear_data_right.Show(True)
2218	temp_smearer= self.current_smearer
2219	elif self.disable_smearer.GetValue():
2220	self.smear_description_none.Show(True)
2221
2222	self._show_smear_sizer()
2223
2224	self.sizer_set_smearer.Layout()
2225	self.Layout()
2226	## set smearing value whether or not the data contain the smearing info
2227	self._manager.set_smearer(id=self.id, smearer=temp_smearer, qmin= float(self.qmin_x),
2228	qmax= float(self.qmax_x), draw=True)
2229
2230	##Calculate chi2
2231	#self.compute_chisqr(smearer= temp_smearer)
2232
2233	self.state.enable_smearer= self.enable_smearer.GetValue()
2234	self.state.disable_smearer=self.disable_smearer.GetValue()
2235	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2236	self.state.slit_smearer = self.slit_smearer.GetValue()
2237
2238	def on_complete_chisqr(self, event):
2239	"""
2240	print result chisqr
2241
2242	:event: activated by fitting/ complete after draw
2243
2244	"""
2245	try:
2246	if event ==None:
2247	output= "-"
2248	else:
2249	output = event.output
2250	self.tcChi.SetValue(str(format_number(output)))
2251
2252	self.state.tcChi = self.tcChi.GetValue()
2253	except:
2254	pass
2255
2256
2257	def select_all_param(self,event):
2258	"""
2259	set to true or false all checkBox given the main checkbox value cb1
2260	"""
2261	self.param_toFit=[]
2262	if self.parameters !=[]:
2263	if self.cb1.GetValue():
2264	for item in self.parameters:
2265	## for data2D select all to fit
2266	if self.data.__class__.__name__=="Data2D":
2267	item[0].SetValue(True)
2268	self.param_toFit.append(item )
2269	else:
2270	## for 1D all parameters except orientation
2271	if not item in self.orientation_params:
2272	item[0].SetValue(True)
2273	self.param_toFit.append(item )
2274	#if len(self.fittable_param)>0:
2275	for item in self.fittable_param:
2276	if self.data.__class__.__name__=="Data2D":
2277	item[0].SetValue(True)
2278	self.param_toFit.append(item )
2279	else:
2280	## for 1D all parameters except orientation
2281	if not item in self.orientation_params_disp:
2282	item[0].SetValue(True)
2283	self.param_toFit.append(item )
2284	else:
2285	for item in self.parameters:
2286	item[0].SetValue(False)
2287	for item in self.fittable_param:
2288	item[0].SetValue(False)
2289	self.param_toFit=[]
2290
2291	self.save_current_state_fit()
2292
2293	if event !=None:
2294	#self._undo.Enable(True)
2295	## post state to fit panel
2296	event = PageInfoEvent(page = self)
2297	wx.PostEvent(self.parent, event)
2298
2299	def select_param(self,event):
2300	"""
2301	Select TextCtrl checked for fitting purpose and stores them
2302	in self.param_toFit=[] list
2303	"""
2304	self.param_toFit=[]
2305	for item in self.parameters:
2306	#Skip t ifhe angle parameters if 1D data
2307	if self.data.__class__.__name__ !="Data2D":
2308	if item in self.orientation_params:
2309	continue
2310	#Select parameters to fit for list of primary parameters
2311	if item[0].GetValue():
2312	if not (item in self.param_toFit):
2313	self.param_toFit.append(item )
2314	else:
2315	#remove parameters from the fitting list
2316	if item in self.param_toFit:
2317	self.param_toFit.remove(item)
2318
2319	#Select parameters to fit for list of fittable parameters
2320	# with dispersion
2321	for item in self.fittable_param:
2322	#Skip t ifhe angle parameters if 1D data
2323	if self.data.__class__.__name__ !="Data2D":
2324	if item in self.orientation_params:
2325	continue
2326	if item[0].GetValue():
2327	if not (item in self.param_toFit):
2328	self.param_toFit.append(item)
2329	else:
2330	#remove parameters from the fitting list
2331	if item in self.param_toFit:
2332	self.param_toFit.remove(item)
2333
2334	#Calculate num. of angle parameters
2335	if self.data.__class__.__name__ =="Data2D":
2336	len_orient_para = 0
2337	else:
2338	len_orient_para = len(self.orientation_params) #assume even len
2339	#Total num. of angle parameters
2340	if len(self.fittable_param) > 0:
2341	len_orient_para *= 2
2342	#Set the value of checkbox that selected every checkbox or not
2343	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2344	len(self.param_toFit):
2345	self.cb1.SetValue(True)
2346	else:
2347	self.cb1.SetValue(False)
2348	self.save_current_state_fit()
2349	if event !=None:
2350	#self._undo.Enable(True)
2351	## post state to fit panel
2352	event = PageInfoEvent(page = self)
2353	wx.PostEvent(self.parent, event)
2354
2355	def set_model_param_sizer(self, model):
2356	"""
2357	Build the panel from the model content
2358
2359	:param model: the model selected in combo box for fitting purpose
2360
2361	"""
2362	self.sizer3.Clear(True)
2363	self.parameters = []
2364	self.str_parameters = []
2365	self.param_toFit=[]
2366	self.fittable_param=[]
2367	self.fixed_param=[]
2368	self.orientation_params=[]
2369	self.orientation_params_disp=[]
2370
2371	if model ==None:
2372	self.sizer3.Layout()
2373	self.SetupScrolling()
2374	return
2375	## the panel is drawn using the current value of the fit engine
2376	if self.engine_type==None and self._manager !=None:
2377	self.engine_type= self._manager._return_engine_type()
2378
2379	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2380	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2381	sizer = wx.GridBagSizer(5,5)
2382	## save the current model
2383	self.model = model
2384
2385	keys = self.model.getParamList()
2386	#list of dispersion paramaters
2387	self.disp_list=self.model.getDispParamList()
2388
2389	def custom_compare(a,b):
2390	"""
2391	Custom compare to order, first by alphabets then second by number.
2392	"""
2393	# number at the last digit
2394	a_last = a[len(a)-1]
2395	b_last = b[len(b)-1]
2396	# default
2397	num_a = None
2398	num_b = None
2399	# split the names
2400	a2 = a.lower().split('_')
2401	b2 = b.lower().split('_')
2402	# check length of a2, b2
2403	len_a2 = len(a2)
2404	len_b2 = len(b2)
2405	# check if it contains a int number(<10)
2406	try:
2407	num_a = int(a_last)
2408	except: pass
2409	try:
2410	num_b = int(b_last)
2411	except: pass
2412	# Put 'scale' near the top; happens
2413	# when numbered param name exists
2414	if a == 'scale':
2415	return -1
2416	# both have a number
2417	if num_a != None and num_b != None:
2418	if num_a > num_b: return -1
2419	# same number
2420	elif num_a == num_b:
2421	# different last names
2422	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2423	return -cmp(a2[len_a2-1], b2[len_b2-1])
2424	else:
2425	return cmp(a, b)
2426	else: return 1
2427	# one of them has a number
2428	elif num_a != None: return 1
2429	elif num_b != None: return -1
2430	# no numbers
2431	else: return cmp(a.lower(), b.lower())
2432
2433
2434	keys.sort(custom_compare)
2435
2436	iy = 0
2437	ix = 0
2438	select_text = "Select All"
2439	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2440	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2441	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2442	#self.cb1.SetValue(True)
2443
2444	sizer.Add(self.cb1,(iy, ix),(1,1),\
2445	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2446	ix +=1
2447	self.text2_2 = wx.StaticText(self, -1, 'Values')
2448	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2449	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2450	ix +=2
2451	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2452	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2453	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2454	self.text2_3.Hide()
2455	ix +=1
2456	self.text2_min = wx.StaticText(self, -1, 'Min')
2457	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2458	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2459	self.text2_min.Hide()
2460	ix +=1
2461	self.text2_max = wx.StaticText(self, -1, 'Max')
2462	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2463	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2464	self.text2_max.Hide()
2465	ix += 1
2466	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2467	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2468	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2469	self.text2_4.Hide()
2470	if self.engine_type=="park":
2471	self.text2_max.Show(True)
2472	self.text2_min.Show(True)
2473
2474	for item in keys:
2475	if not item in self.disp_list and not item in \
2476	self.model.orientation_params:
2477
2478	##prepare a spot to store errors
2479	if not self.model.details.has_key(item):
2480	self.model.details [item] = ["",None,None]
2481
2482	iy += 1
2483	ix = 0
2484	if self.model.__class__ in \
2485	self.model_list_box["Multi-Functions"] \
2486	and item in self.model.non_fittable:
2487	non_fittable_name = wx.StaticText(self, -1, item )
2488	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2489	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2490	## add parameter value
2491	ix += 1
2492	value= self.model.getParam(item)
2493	if len(self.model.fun_list) > 0:
2494	num = item.split('_')[1][5:7]
2495	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2496	style=wx.CB_READONLY, name = '%s'% item)
2497	self._set_fun_box_list(fun_box)
2498	fun_box.SetSelection(0)
2499	#self.fun_box.SetToolTipString("A function
2500	# describing the interface")
2501	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2502	else:
2503	fun_box = self.ModelTextCtrl(self, -1,
2504	size=(_BOX_WIDTH,20),
2505	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2506	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2507	fun_box.SetValue(format_number(value))
2508	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2509	self.str_parameters.append([None,item, fun_box,
2510	None,None,None,None,None])
2511
2512
2513	else:
2514	## add parameters name with checkbox for selecting to fit
2515	cb = wx.CheckBox(self, -1, item )
2516	cb.SetToolTipString(" Check for fitting.")
2517	#cb.SetValue(True)
2518	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2519
2520	sizer.Add( cb,( iy, ix),(1,1),
2521	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2522
2523	## add parameter value
2524	ix += 1
2525	value= self.model.getParam(item)
2526	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2527	style=wx.TE_PROCESS_ENTER)
2528	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2529	ctl1.SetValue(format_number(value))
2530	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2531	## text to show error sign
2532	ix += 1
2533	text2=wx.StaticText(self, -1, '+/-')
2534	sizer.Add(text2,(iy, ix),(1,1),\
2535	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2536	text2.Hide()
2537	ix += 1
2538	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2539	sizer.Add(ctl2, (iy,ix),(1,1),
2540	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2541	ctl2.Hide()
2542
2543	ix += 1
2544	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2545	style=wx.TE_PROCESS_ENTER,
2546	text_enter_callback = self._onparamRangeEnter)
2547
2548	sizer.Add(ctl3, (iy,ix),(1,1),
2549	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2550	ctl3.Hide()
2551
2552	ix += 1
2553	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2554	style=wx.TE_PROCESS_ENTER,
2555	text_enter_callback = self._onparamRangeEnter)
2556	sizer.Add(ctl4, (iy,ix),(1,1),
2557	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2558
2559	ctl4.Hide()
2560
2561	if self.engine_type=="park":
2562	ctl3.Show(True)
2563	ctl4.Show(True)
2564	ix +=1
2565	# Units
2566	if self.model.details.has_key(item):
2567	units = wx.StaticText(self, -1,
2568	self.model.details[item][0], style=wx.ALIGN_LEFT)
2569	else:
2570	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2571	sizer.Add(units, (iy,ix),(1,1),
2572	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2573
2574	##[cb state, name, value, "+/-", error of fit, min, max , units]
2575	self.parameters.append([cb,item, ctl1,
2576	text2,ctl2, ctl3, ctl4,units])
2577
2578	iy+=1
2579	sizer.Add((10,10),(iy,ix),(1,1),
2580	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2581
2582	# type can be either Guassian or Array
2583	if len(self.model.dispersion.values())>0:
2584	type= self.model.dispersion.values()[0]["type"]
2585	else:
2586	type = "Gaussian"
2587
2588	iy += 1
2589	ix = 0
2590	#Add tile for orientational angle
2591	for item in keys:
2592	if item in self.model.orientation_params:
2593	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2594	sizer.Add(orient_angle,(iy, ix),(1,1),
2595	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2596	if not self.data.__class__.__name__ =="Data2D":
2597	orient_angle.Hide()
2598	else:
2599	orient_angle.Show(True)
2600	break
2601
2602	#For Gaussian only
2603	if type.lower() != "array":
2604	for item in self.model.orientation_params:
2605	if not item in self.disp_list:
2606	##prepare a spot to store min max
2607	if not self.model.details.has_key(item):
2608	self.model.details [item] = ["",None,None]
2609
2610	iy += 1
2611	ix = 0
2612	## add parameters name with checkbox for selecting to fit
2613	cb = wx.CheckBox(self, -1, item )
2614	cb.SetValue(False)
2615	cb.SetToolTipString("Check for fitting")
2616	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2617	if self.data.__class__.__name__ =="Data2D":
2618	cb.Show(True)
2619	else:
2620	cb.Hide()
2621	sizer.Add( cb,( iy, ix),(1,1),
2622	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2623
2624	## add parameter value
2625	ix += 1
2626	value= self.model.getParam(item)
2627	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2628	style=wx.TE_PROCESS_ENTER)
2629	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2630	ctl1.SetValue(format_number(value))
2631	if self.data.__class__.__name__ =="Data2D":
2632	ctl1.Show(True)
2633	else:
2634	ctl1.Hide()
2635	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2636	## text to show error sign
2637	ix += 1
2638	text2=wx.StaticText(self, -1, '+/-')
2639	sizer.Add(text2,(iy, ix),(1,1),\
2640	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2641	text2.Hide()
2642	ix += 1
2643	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2644	sizer.Add(ctl2, (iy,ix),(1,1),
2645	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2646	ctl2.Hide()
2647
2648
2649	ix += 1
2650	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2651	style=wx.TE_PROCESS_ENTER,
2652	text_enter_callback = self._onparamRangeEnter)
2653
2654	sizer.Add(ctl3, (iy,ix),(1,1),
2655	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2656	ctl3.Hide()
2657
2658	ix += 1
2659	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2660	style=wx.TE_PROCESS_ENTER,
2661	text_enter_callback = self._onparamRangeEnter)
2662	sizer.Add(ctl4, (iy,ix),(1,1),
2663	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2664
2665	ctl4.Hide()
2666
2667	if self.engine_type =="park" and \
2668	self.data.__class__.__name__ =="Data2D":
2669	ctl3.Show(True)
2670	ctl4.Show(True)
2671
2672	ix +=1
2673	# Units
2674	if self.model.details.has_key(item):
2675	units = wx.StaticText(self, -1,
2676	self.model.details[item][0],
2677	style=wx.ALIGN_LEFT)
2678	else:
2679	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2680	if self.data.__class__.__name__ =="Data2D":
2681	units.Show(True)
2682
2683	else:
2684	units.Hide()
2685
2686	sizer.Add(units, (iy,ix),(1,1),
2687	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2688
2689	##[cb state, name, value, "+/-", error of fit,min,max,units]
2690	self.parameters.append([cb,item, ctl1,
2691	text2,ctl2, ctl3, ctl4,units])
2692	self.orientation_params.append([cb,item, ctl1,
2693	text2,ctl2, ctl3, ctl4,units])
2694
2695	iy+=1
2696
2697	#Display units text on panel
2698	for item in keys:
2699	if self.model.details.has_key(item):
2700	self.text2_4.Show()
2701	#Fill the list of fittable parameters
2702	self.select_all_param(event=None)
2703
2704	self.save_current_state_fit()
2705	boxsizer1.Add(sizer)
2706	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2707	self.sizer3.Layout()
2708	self.Layout()
2709	self.Refresh()
2710
2711	def _onModel2D(self, event):
2712	"""
2713	toggle view of model from 1D to 2D or 2D from 1D
2714	"""
2715	if self.model_view.GetLabelText() == "Switch to 2D":
2716	self.model_view.SetLabel("Switch to 1D")
2717	self.enable2D = True
2718	else:
2719	self.model_view.SetLabel("Switch to 2D")
2720	self.enable2D = False
2721	self._draw_model()
2722
2723	class BGTextCtrl(wx.TextCtrl):
2724	"""
2725	Text control used to display outputs.
2726	No editing allowed. The background is
2727	grayed out. User can't select text.
2728	"""
2729	def __init__(self, args, *kwds):
2730	wx.TextCtrl.__init__(self, args, *kwds)
2731	self.SetEditable(False)
2732	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
2733
2734	# Bind to mouse event to avoid text highlighting
2735	# The event will be skipped once the call-back
2736	# is called.
2737	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2738
2739	def _click(self, event):
2740	"""
2741	Prevent further handling of the mouse event
2742	by not calling Skip().
2743	"""
2744	pass
2745

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ c9937c0

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