fitpage.py @ e6a93df

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 e6a93df was b2d9826, checked in by Gervaise Alina <gervyh@…>, 14 years ago
update plugin
Property mode set to `100644`
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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
1058	def _onparamEnter(self,event):
1059	"""
1060	when enter value on panel redraw model according to changed
1061	"""
1062	if self.model ==None:
1063	msg="Please select a Model first..."
1064	wx.MessageBox(msg, 'Info')
1065	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1066	# "Parameters: %s"%msg))
1067	return
1068
1069	#default flag
1070	flag = False
1071	self.fitrange = True
1072	#get event object
1073	tcrtl= event.GetEventObject()
1074	wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1075	updating ... ",type="update"))
1076	#Clear msg if previously shown.
1077	msg= ""
1078	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1079
1080	if check_float(tcrtl):
1081	flag = self._onparamEnter_helper()
1082	self.set_npts2fit()
1083	if self.fitrange:
1084	temp_smearer = None
1085	if not self.disable_smearer.GetValue():
1086	temp_smearer= self.current_smearer
1087	## set smearing value whether or not
1088	# the data contain the smearing info
1089	if self.slit_smearer.GetValue():
1090	flag1 = self.update_slit_smear()
1091	flag = flag or flag1
1092	elif self.pinhole_smearer.GetValue():
1093	flag1 = self.update_pinhole_smear()
1094	flag = flag or flag1
1095	elif self.data.__class__.__name__ !="Data2D":
1096	self._manager.set_smearer(smearer=temp_smearer,
1097	id=self.id,
1098	qmin= float(self.qmin_x),
1099	qmax= float(self.qmax_x),
1100	draw=True)
1101	if flag:
1102	#self.compute_chisqr(smearer= temp_smearer)
1103
1104	## new state posted
1105	if self.state_change:
1106	#self._undo.Enable(True)
1107	event = PageInfoEvent(page = self)
1108	wx.PostEvent(self.parent, event)
1109	self.state_change= False
1110	else:
1111	# invalid fit range: do nothing here:
1112	# msg already displayed in validate
1113	return
1114	else:
1115	self.save_current_state()
1116	msg= "Cannot Plot :Must enter a number!!! "
1117	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1118
1119	self.save_current_state()
1120	return
1121
1122	def _onparamRangeEnter(self, event):
1123	"""
1124	Check validity of value enter in the parameters range field
1125	"""
1126	#if self.check_invalid_panel():
1127	# return
1128	tcrtl= event.GetEventObject()
1129	#Clear msg if previously shown.
1130	msg= ""
1131	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1132	# Flag to register when a parameter has changed.
1133	is_modified = False
1134	if tcrtl.GetValue().lstrip().rstrip()!="":
1135	try:
1136	value = float(tcrtl.GetValue())
1137	tcrtl.SetBackgroundColour(wx.WHITE)
1138	self._check_value_enter(self.fittable_param ,is_modified)
1139	self._check_value_enter(self.parameters ,is_modified)
1140	except:
1141	tcrtl.SetBackgroundColour("pink")
1142	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1143	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1144	return
1145	else:
1146	tcrtl.SetBackgroundColour(wx.WHITE)
1147
1148	#self._undo.Enable(True)
1149	self.save_current_state()
1150	event = PageInfoEvent(page = self)
1151	wx.PostEvent(self.parent, event)
1152	self.state_change= False
1153
1154
1155	def _onQrangeEnter(self, event):
1156	"""
1157	Check validity of value enter in the Q range field
1158	"""
1159	#if self.check_invalid_panel():
1160	# return
1161	tcrtl= event.GetEventObject()
1162	#Clear msg if previously shown.
1163	msg= ""
1164	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1165	# Flag to register when a parameter has changed.
1166	is_modified = False
1167	if tcrtl.GetValue().lstrip().rstrip()!="":
1168	try:
1169	value = float(tcrtl.GetValue())
1170	tcrtl.SetBackgroundColour(wx.WHITE)
1171
1172	# If qmin and qmax have been modified, update qmin and qmax
1173	if self._validate_qrange( self.qmin_tcrl, self.qmax):
1174	tempmin = float(self.qmin_tcrl.GetValue())
1175	if tempmin != self.qmin_x:
1176	self.qmin_x = tempmin
1177	tempmax = float(self.qmax.GetValue())
1178	if tempmax != self.qmax_x:
1179	self.qmax_x = tempmax
1180	else:
1181	tcrtl.SetBackgroundColour("pink")
1182	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1183	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1184	return
1185
1186	except:
1187	tcrtl.SetBackgroundColour("pink")
1188	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1189	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1190	return
1191	#Check if # of points for theory model are valid(>0).
1192	# check for 2d
1193	if self.data.__class__.__name__ =="Data2D":
1194	# set mask
1195	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1196	self.data.qy_data*self.data.qy_data )
1197	index_data = ((self.qmin_x <= radius)& \
1198	(radius<= self.qmax_x))
1199	index_data = (index_data)&(self.data.mask)
1200	index_data = (index_data)&(numpy.isfinite(self.data.data))
1201	if len(index_data[index_data]) < 10:
1202	msg = "Cannot Plot :No or too little npts in"
1203	msg += " that data range!!! "
1204	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1205	return
1206	else:
1207	self.data.mask = index_data
1208	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1209	self.set_npts2fit()
1210	else:
1211	if self.data is not None:
1212
1213	index_data = ((self.qmin_x <= self.data.x)& \
1214	(self.data.x <= self.qmax_x))
1215	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1216
1217
1218	else:
1219	tcrtl.SetBackgroundColour("pink")
1220	msg= "Model Error:wrong value entered!!!"
1221	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1222
1223	self._draw_model()
1224	##update chi2
1225	#self.compute_chisqr(smearer= temp_smearer)
1226	#self._undo.Enable(True)
1227	self.save_current_state()
1228	event = PageInfoEvent(page = self)
1229	wx.PostEvent(self.parent, event)
1230	self.state_change= False
1231	return
1232
1233	def _clear_Err_on_Fit(self):
1234	"""
1235	hide the error text control shown
1236	after fitting
1237	"""
1238
1239	if hasattr(self,"text2_3"):
1240	self.text2_3.Hide()
1241
1242	if len(self.parameters)>0:
1243	for item in self.parameters:
1244	#Skip t ifhe angle parameters if 1D data
1245	if self.data.__class__.__name__ !="Data2D":
1246	if item in self.orientation_params:
1247	continue
1248	if item in self.param_toFit:
1249	continue
1250	## hide statictext +/-
1251	if item[3]!=None and item[3].IsShown():
1252	item[3].Hide()
1253	## hide textcrtl for error after fit
1254	if item[4]!=None and item[4].IsShown():
1255	item[4].Hide()
1256
1257	if len(self.fittable_param)>0:
1258	for item in self.fittable_param:
1259	#Skip t ifhe angle parameters if 1D data
1260	if self.data.__class__.__name__ !="Data2D":
1261	if item in self.orientation_params:
1262	continue
1263	if item in self.param_toFit:
1264	continue
1265	## hide statictext +/-
1266	if item[3]!=None and item[3].IsShown():
1267	item[3].Hide()
1268	## hide textcrtl for error after fit
1269	if item[4]!=None and item[4].IsShown():
1270	item[4].Hide()
1271	return
1272
1273	def _get_defult_custom_smear(self):
1274	"""
1275	Get the defult values for custum smearing.
1276	"""
1277	# get the default values
1278	if self.dxl == None: self.dxl = 0.0
1279	if self.dxw == None: self.dxw = ""
1280	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1281	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1282
1283	def _get_smear_info(self):
1284	"""
1285	Get the smear info from data.
1286
1287	:return: self.smear_type, self.dq_l and self.dq_r,
1288	respectively the type of the smear, dq_min and
1289	dq_max for pinhole smear data
1290	while dxl and dxw for slit smear
1291
1292	"""
1293
1294	# default
1295	self.smear_type = None
1296	self.dq_l = None
1297	self.dq_r = None
1298	data = self.data
1299	if self.data is None:
1300	return
1301	elif self.data.__class__.__name__ == 'Data2D':
1302	if data.dqx_data == None or data.dqy_data ==None:
1303	return
1304	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1305	(data.dqx_data.any()!=0):
1306	self.smear_type = "Pinhole2d"
1307	self.dq_l = format_number(numpy.average(data.dqx_data))
1308	self.dq_r = format_number(numpy.average(data.dqy_data))
1309	return
1310	else:
1311	return
1312	# check if it is pinhole smear and get min max if it is.
1313	if data.dx != None and all(data.dx !=0):
1314	self.smear_type = "Pinhole"
1315	self.dq_l = data.dx[0]
1316	self.dq_r = data.dx[-1]
1317
1318	# check if it is slit smear and get min max if it is.
1319	elif data.dxl != None or data.dxw != None:
1320	self.smear_type = "Slit"
1321	if data.dxl != None and all(data.dxl !=0):
1322	self.dq_l = data.dxl[0]
1323	if data.dxw != None and all(data.dxw !=0):
1324	self.dq_r = data.dxw[0]
1325	#return self.smear_type,self.dq_l,self.dq_r
1326
1327	def _show_smear_sizer(self):
1328	"""
1329	Show only the sizers depending on smear selection
1330	"""
1331	# smear disabled
1332	if self.disable_smearer.GetValue():
1333	self.smear_description_none.Show(True)
1334	# 2Dsmear
1335	elif self._is_2D():
1336	self.smear_description_accuracy_type.Show(True)
1337	self.smear_accuracy.Show(True)
1338	self.smear_description_accuracy_type.Show(True)
1339	self.smear_description_2d.Show(True)
1340	self.smear_description_2d_x.Show(True)
1341	self.smear_description_2d_y.Show(True)
1342	if self.pinhole_smearer.GetValue():
1343	self.smear_pinhole_min.Show(True)
1344	self.smear_pinhole_max.Show(True)
1345	# smear from data
1346	elif self.enable_smearer.GetValue():
1347
1348	self.smear_description_dqdata.Show(True)
1349	if self.smear_type != None:
1350	self.smear_description_smear_type.Show(True)
1351	if self.smear_type == 'Slit':
1352	self.smear_description_slit_height.Show(True)
1353	self.smear_description_slit_width.Show(True)
1354	elif self.smear_type == 'Pinhole':
1355	self.smear_description_pin_min.Show(True)
1356	self.smear_description_pin_max.Show(True)
1357	self.smear_description_smear_type.Show(True)
1358	self.smear_description_type.Show(True)
1359	self.smear_data_left.Show(True)
1360	self.smear_data_right.Show(True)
1361	# custom pinhole smear
1362	elif self.pinhole_smearer.GetValue():
1363	if self.smear_type == 'Pinhole':
1364	self.smear_message_new_p.Show(True)
1365	self.smear_description_pin_min.Show(True)
1366	self.smear_description_pin_max.Show(True)
1367
1368	self.smear_pinhole_min.Show(True)
1369	self.smear_pinhole_max.Show(True)
1370	# custom slit smear
1371	elif self.slit_smearer.GetValue():
1372	self.smear_message_new_s.Show(True)
1373	self.smear_description_slit_height.Show(True)
1374	self.smear_slit_height.Show(True)
1375	self.smear_description_slit_width.Show(True)
1376	self.smear_slit_width.Show(True)
1377
1378	def _hide_all_smear_info(self):
1379	"""
1380	Hide all smearing messages in the set_smearer sizer
1381	"""
1382	self.smear_description_none.Hide()
1383	self.smear_description_dqdata.Hide()
1384	self.smear_description_type.Hide()
1385	self.smear_description_smear_type.Hide()
1386	self.smear_description_accuracy_type.Hide()
1387	self.smear_description_2d_x.Hide()
1388	self.smear_description_2d_y.Hide()
1389	self.smear_description_2d.Hide()
1390
1391	self.smear_accuracy.Hide()
1392	self.smear_data_left.Hide()
1393	self.smear_data_right.Hide()
1394	self.smear_description_pin_min.Hide()
1395	self.smear_pinhole_min.Hide()
1396	self.smear_description_pin_max.Hide()
1397	self.smear_pinhole_max.Hide()
1398	self.smear_description_slit_height.Hide()
1399	self.smear_slit_height.Hide()
1400	self.smear_description_slit_width.Hide()
1401	self.smear_slit_width.Hide()
1402	self.smear_message_new_p.Hide()
1403	self.smear_message_new_s.Hide()
1404
1405	def _set_accuracy_list(self):
1406	"""
1407	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1408	"""
1409	# list of accuracy choices
1410	list = ['Low','Med','High','Xhigh']
1411	for idx in range(len(list)):
1412	self.smear_accuracy.Append(list[idx],idx)
1413
1414	def _set_fun_box_list(self,fun_box):
1415	"""
1416	Set the list of func for multifunctional models
1417	"""
1418	# Check if it is multi_functional model
1419	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1420	return None
1421	# Get the func name list
1422	list = self.model.fun_list
1423	if len(list) == 0:
1424	return None
1425	# build function (combo)box
1426	ind = 0
1427	while(ind < len(list)):
1428	for key, val in list.iteritems():
1429	if (val == ind):
1430	fun_box.Append(key,val)
1431	break
1432	ind += 1
1433
1434	def _on_select_accuracy(self,event):
1435	"""
1436	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1437	"""
1438	#event.Skip()
1439	# Check if the accuracy is same as before
1440	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1441	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1442	if self.pinhole_smearer.GetValue():
1443	self.onPinholeSmear(event=None)
1444	else:
1445	self.onSmear(event=None)
1446	if self.current_smearer != None:
1447	self.current_smearer.set_accuracy(accuracy =
1448	self.smear2d_accuracy)
1449	event.Skip()
1450
1451	def _on_fun_box(self,event):
1452	"""
1453	Select an func: Erf,Rparabola,LParabola
1454	"""
1455	fun_val = None
1456	fun_box = event.GetEventObject()
1457	name = fun_box.Name
1458	value = fun_box.GetValue()
1459	if self.model.fun_list.has_key(value):
1460	fun_val = self.model.fun_list[value]
1461
1462	self.model.setParam(name,fun_val)
1463	# save state
1464	self._copy_parameters_state(self.str_parameters,
1465	self.state.str_parameters)
1466	# update params
1467	self._update_paramv_on_fit()
1468	# draw
1469	self._draw_model()
1470	self.Refresh()
1471	# get ready for new event
1472	event.Skip()
1473
1474	def _onMask(self, event):
1475	"""
1476	Build a panel to allow to edit Mask
1477	"""
1478
1479	from sans.guiframe.local_perspectives.plotting.masking \
1480	import MaskPanel as MaskDialog
1481
1482	self.panel = MaskDialog(self, data=self.data,id =-1 )
1483	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1484	self.panel.ShowModal()
1485	#wx.PostEvent(self.parent, event)
1486
1487	def _draw_masked_model(self,event):
1488	"""
1489	Draw model image w/mask
1490	"""
1491	event.Skip()
1492
1493	is_valid_qrange = self._update_paramv_on_fit()
1494
1495	if is_valid_qrange:
1496	# try re draw the model plot if it exists
1497	self._draw_model()
1498	self.panel.Destroy() # frame
1499	self.set_npts2fit()
1500	elif self.model == None:
1501	self.panel.Destroy()
1502	self.set_npts2fit()
1503	msg= "No model is found on updating MASK in the model plot... "
1504	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1505	else:
1506	msg = ' Please consider your Q range, too.'
1507	self.panel.ShowMessage(msg)
1508
1509	def _set_smear(self, data):
1510	"""
1511	"""
1512	if data is None:
1513	return
1514	self.smearer = smear_selection(self.data, self.model)
1515	self.disable_smearer.SetValue(True)
1516	if self.smearer == None:
1517	self.enable_smearer.Disable()
1518	else:
1519	self.enable_smearer.Enable()
1520
1521	def get_view_mode(self):
1522	"""
1523	return True if the panel allow 2D or False if 1D
1524	"""
1525	return self.enable2D
1526
1527	def set_data(self, data):
1528	"""
1529	reset the current data
1530	"""
1531	flag = False
1532	if self.data is None and data is not None:
1533	self.window_name = str(data.name)
1534	## Title to appear on top of the window
1535	self.window_caption = str(data.name)
1536	flag = True
1537	self.data = data
1538	if self.data is None:
1539	data_min = ""
1540	data_max = ""
1541	data_name = ""
1542	self._set_bookmark_flag(False)
1543	self._set_save_flag(False)
1544	else:
1545	self._set_bookmark_flag(True)
1546	self._set_save_flag(True)
1547	self._set_smear(data)
1548	# more disables for 2D
1549	if self.data.__class__.__name__ =="Data2D":
1550	self.slit_smearer.Disable()
1551	self.default_mask = copy.deepcopy(self.data.mask)
1552
1553
1554	self.formfactorbox.Enable()
1555	self.structurebox.Enable()
1556	data_name = self.data.name
1557	#set maximum range for x in linear scale
1558	if not hasattr(self.data,"data"): #Display only for 1D data fit
1559	# Minimum value of data
1560	data_min = min(self.data.x)
1561	# Maximum value of data
1562	data_max = max(self.data.x)
1563	#number of total data points
1564	self.Npts_total.SetValue(str(len(self.data.x)))
1565	#default:number of data points selected to fit
1566	self.Npts_fit.SetValue(str(len(self.data.x)))
1567	self.btEditMask.Disable()
1568	self.EditMask_title.Disable()
1569	else:
1570
1571	## Minimum value of data
1572	data_min = 0
1573	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1574	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1575	## Maximum value of data
1576	data_max = math.sqrt(xx + yy)
1577	#number of total data points
1578	self.Npts_total.SetValue(str(len(self.data.data)))
1579	#default:number of data points selected to fit
1580	self.Npts_fit.SetValue(str(len(self.data.data)))
1581	self.btEditMask.Enable()
1582	self.EditMask_title.Enable()
1583	self.dataSource.SetValue(data_name)
1584	self.qmin_x = data_min
1585	self.qmax_x = data_max
1586	self.minimum_q.SetValue(str(data_min))
1587	self.maximum_q.SetValue(str(data_max))
1588	self.qmin_tcrl.SetValue(str(data_min))
1589	self.qmax.SetValue(str(data_max))
1590	self.qmin_tcrl.SetBackgroundColour("white")
1591	self.qmax.SetBackgroundColour("white")
1592	self.state.data = data
1593	self.state.qmin = self.qmin_x
1594	self.state.qmax = self.qmax_x
1595
1596	#update model plot with new data information
1597	if flag:
1598	#set model view button
1599	if self.data.__class__.__name__ == "Data2D":
1600	self.enable2D = True
1601	self.model_view.SetLabel("2D Mode")
1602	else:
1603	self.enable2D = False
1604	self.model_view.SetLabel("1D Mode")
1605
1606	self.model_view.Disable()
1607	self._draw_model()
1608
1609	def reset_page(self, state,first=False):
1610	"""
1611	reset the state
1612	"""
1613	self.reset_page_helper(state)
1614	#import sans.guiframe.gui_manager
1615	#evt = ModelEventbox(model=state.model)
1616	#wx.PostEvent(self.event_owner, evt)
1617
1618	if self.engine_type != None:
1619	self._manager._on_change_engine(engine=self.engine_type)
1620
1621	self.select_param(event = None)
1622	#Save state_fit
1623	self.save_current_state_fit()
1624	self._lay_out()
1625	self.Refresh()
1626
1627	def get_range(self):
1628	"""
1629	return the fitting range
1630	"""
1631	return float(self.qmin_x) , float(self.qmax_x)
1632
1633	def get_npts2fit(self):
1634	"""
1635	return numbers of data points within qrange
1636
1637	:Note: This is for Park where chi2 is not normalized by Npts of fit
1638
1639	"""
1640	if self.data is None:
1641	return
1642	npts2fit = 0
1643	qmin,qmax = self.get_range()
1644	if self.data.__class__.__name__ =="Data2D":
1645	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1646	self.data.qy_data*self.data.qy_data )
1647	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1648	index_data= (index_data)&(self.data.mask)
1649	index_data = (index_data)&(numpy.isfinite(self.data.data))
1650	npts2fit = len(self.data.data[index_data])
1651	else:
1652	for qx in self.data.x:
1653	if qx >= qmin and qx <= qmax:
1654	npts2fit += 1
1655	return npts2fit
1656
1657	def set_npts2fit(self):
1658	"""
1659	setValue Npts for fitting
1660	"""
1661	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1662
1663	def get_chi2(self):
1664	"""
1665	return the current chi2
1666	"""
1667	return self.tcChi.GetValue()
1668
1669	def get_param_list(self):
1670	"""
1671	:return self.param_toFit: list containing references to TextCtrl
1672	checked.Theses TextCtrl will allow reference to parameters to fit.
1673
1674	:raise: if return an empty list of parameter fit will nnote work
1675	properly so raise ValueError,"missing parameter to fit"
1676	"""
1677	if self.param_toFit !=[]:
1678	return self.param_toFit
1679	else:
1680	raise ValueError,"missing parameter to fit"
1681
1682	def onsetValues(self,chisqr,p_name, out,cov):
1683	"""
1684	Build the panel from the fit result
1685
1686	:param chisqr: Value of the goodness of fit metric
1687	:param p_name: the name of parameters
1688	:param out: list of parameter with the best value found during fitting
1689	:param cov: Covariance matrix
1690
1691	"""
1692	if out == None or not numpy.isfinite(chisqr):
1693	raise ValueError,"Fit error occured..."
1694
1695	is_modified = False
1696	has_error = False
1697
1698	#Hide textctrl boxes of errors.
1699	self._clear_Err_on_Fit()
1700
1701	#Check if chi2 is finite
1702	if chisqr != None or numpy.isfinite(chisqr):
1703	#format chi2
1704	if self.engine_type == "park":
1705	npt_fit = float(self.get_npts2fit())
1706	if npt_fit > 0:
1707	chisqr =chisqr/npt_fit
1708	chi2 = format_number(chisqr)
1709	self.tcChi.SetValue(chi2)
1710	self.tcChi.Refresh()
1711	else:
1712	self.tcChi.SetValue("-")
1713
1714	#Hide error title
1715	if self.text2_3.IsShown():
1716	self.text2_3.Hide()
1717
1718	try:
1719	n = self.disp_box.GetCurrentSelection()
1720	dispersity= self.disp_box.GetClientData(n)
1721	if dispersity !=None and self.enable_disp.GetValue():
1722	name= dispersity.__name__
1723	if name == "GaussianDispersion":
1724	if hasattr(self,"text_disp_1" ):
1725	if self.text_disp_1 !=None:
1726	self.text_disp_1.Hide()
1727	except:
1728	dispersty = None
1729	pass
1730	#set the panel when fit result are float not list
1731	if out.__class__== numpy.float64:
1732	self.param_toFit[0][2].SetValue(format_number(out))
1733
1734	if self.param_toFit[0][4].IsShown:
1735	self.param_toFit[0][4].Hide()
1736	if cov !=None :
1737	self.text2_3.Show(True)
1738	try:
1739	if dispersity !=None:
1740	name= dispersity.__name__
1741	if name == "GaussianDispersion" and \
1742	self.enable_disp.GetValue():
1743	if hasattr(self,"text_disp_1" ):
1744	if self.text_disp_1 !=None:
1745	self.text_disp_1.Show(True)
1746	except:
1747	pass
1748
1749	if cov[0]==None or not numpy.isfinite(cov[0]):
1750	if self.param_toFit[0][3].IsShown:
1751	self.param_toFit[0][3].Hide()
1752	else:
1753	self.param_toFit[0][3].Show(True)
1754	self.param_toFit[0][4].Show(True)
1755	self.param_toFit[0][4].SetValue(format_number(cov[0]))
1756	has_error = True
1757	else:
1758
1759	i = 0
1760	#Set the panel when fit result are list
1761	for item in self.param_toFit:
1762	if len(item)>5 and item != None:
1763	## reset error value to initial state
1764	item[3].Hide()
1765	item[4].Hide()
1766
1767	for ind in range(len(out)):
1768
1769	if item[1] == p_name[ind]:
1770	break
1771	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1772	val_out = format_number(out[ind])
1773	item[2].SetValue(val_out)
1774
1775	if(cov !=None):
1776
1777	try:
1778	if dispersity !=None:
1779	name= dispersity.__name__
1780	if name == "GaussianDispersion" and \
1781	self.enable_disp.GetValue():
1782	if hasattr(self,"text_disp_1" ):
1783	if self.text_disp_1!=None:
1784	if not self.text_disp_1.IsShown():
1785	self.text_disp_1.Show(True)
1786	except:
1787	pass
1788
1789	if cov[ind]!=None :
1790	if numpy.isfinite(float(cov[ind])):
1791	val_err = format_number(cov[ind])
1792	item[3].Show(True)
1793	item[4].Show(True)
1794	item[4].SetValue(val_err)
1795
1796	has_error = True
1797	i += 1
1798	#Show error title when any errors displayed
1799	if has_error:
1800	if not self.text2_3.IsShown():
1801	self.text2_3.Show(True)
1802
1803	## save current state
1804	self.save_current_state()
1805	#plot model
1806	self._draw_model()
1807	self._lay_out()
1808	#PostStatusEvent
1809	msg = "Fit completed! "
1810	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1811
1812	def onPinholeSmear(self, event):
1813	"""
1814	Create a custom pinhole smear object that will change the way residuals
1815	are compute when fitting
1816
1817	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1818	None for 1D
1819
1820	"""
1821
1822	#if self.check_invalid_panel():
1823	# return
1824	if self.model ==None:
1825	self.disable_smearer.SetValue(True)
1826	msg="Please select a Model first..."
1827	wx.MessageBox(msg, 'Info')
1828	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1829	"Smear: %s"%msg))
1830	return
1831
1832	# Need update param values
1833	self._update_paramv_on_fit()
1834
1835	# msg default
1836	msg = None
1837	if event != None:
1838	tcrtl= event.GetEventObject()
1839	# event case of radio button
1840	if tcrtl.GetValue()== True:
1841	self.dx_min = 0.0
1842	self.dx_max = 0.0
1843	is_new_pinhole = True
1844	else:
1845	is_new_pinhole = self._is_changed_pinhole()
1846	else:
1847	is_new_pinhole = True
1848	# if any value is changed
1849	if is_new_pinhole:
1850	msg = self._set_pinhole_smear()
1851	# hide all silt sizer
1852	self._hide_all_smear_info()
1853
1854	##Calculate chi2
1855	temp_smearer = self.current_smearer
1856	#self.compute_chisqr(smearer= temp_smearer)
1857
1858	# show relevant slit sizers
1859	self._show_smear_sizer()
1860
1861	self.sizer_set_smearer.Layout()
1862	self.Layout()
1863
1864	if event != None:
1865	event.Skip()
1866	#self._undo.Enable(True)
1867	self.save_current_state()
1868	event = PageInfoEvent(page = self)
1869	wx.PostEvent(self.parent, event)
1870
1871	def _is_changed_pinhole(self):
1872	"""
1873	check if any of pinhole smear is changed
1874
1875	:return: True or False
1876
1877	"""
1878	# get the values
1879	pin_min = self.smear_pinhole_min.GetValue()
1880	pin_max = self.smear_pinhole_max.GetValue()
1881
1882	# Check changes in slit width
1883	try:
1884	dx_min = float(pin_min)
1885	except:
1886	return True
1887	if self.dx_min != dx_min:
1888	return True
1889
1890	# Check changes in slit heigth
1891	try:
1892	dx_max = float(pin_max)
1893	except:
1894	return True
1895	if self.dx_max != dx_max:
1896	return True
1897	return False
1898
1899	def _set_pinhole_smear(self):
1900	"""
1901	Set custom pinhole smear
1902
1903	:return: msg
1904
1905	"""
1906	# copy data
1907	data = copy.deepcopy(self.data)
1908	if self._is_2D():
1909	self.smear_type = 'Pinhole2d'
1910	len_data = len(data.data)
1911	data.dqx_data = numpy.zeros(len_data)
1912	data.dqy_data = numpy.zeros(len_data)
1913	else:
1914	self.smear_type = 'Pinhole'
1915	len_data = len(data.x)
1916	data.dx = numpy.zeros(len_data)
1917	data.dxl = None
1918	data.dxw = None
1919	msg = None
1920
1921	get_pin_min = self.smear_pinhole_min
1922	get_pin_max = self.smear_pinhole_max
1923
1924	if not check_float(get_pin_min):
1925	get_pin_min.SetBackgroundColour("pink")
1926	msg= "Model Error:wrong value entered!!!"
1927	elif not check_float(get_pin_max ):
1928	get_pin_max.SetBackgroundColour("pink")
1929	msg= "Model Error:wrong value entered!!!"
1930	else:
1931	if len_data < 2: len_data = 2
1932	self.dx_min = float(get_pin_min.GetValue())
1933	self.dx_max = float(get_pin_max.GetValue())
1934	if self.dx_min < 0:
1935	get_pin_min.SetBackgroundColour("pink")
1936	msg= "Model Error:This value can not be negative!!!"
1937	elif self.dx_max <0:
1938	get_pin_max.SetBackgroundColour("pink")
1939	msg= "Model Error:This value can not be negative!!!"
1940	elif self.dx_min != None and self.dx_max != None:
1941	if self._is_2D():
1942	data.dqx_data[data.dqx_data==0] = self.dx_min
1943	data.dqy_data[data.dqy_data==0] = self.dx_max
1944	elif self.dx_min == self.dx_max:
1945	data.dx[data.dx==0] = self.dx_min
1946	else:
1947	step = (self.dx_max - self.dx_min)/(len_data-1)
1948	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
1949	step)
1950	elif self.dx_min != None:
1951	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
1952	else: data.dx[data.dx==0] = self.dx_min
1953	elif self.dx_max != None:
1954	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
1955	else: data.dx[data.dx==0] = self.dx_max
1956	self.current_smearer = smear_selection(data, self.model)
1957	# 2D need to set accuracy
1958	if self._is_2D():
1959	self.current_smearer.set_accuracy(accuracy = \
1960	self.smear2d_accuracy)
1961
1962	if msg != None:
1963	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1964	else:
1965	get_pin_min.SetBackgroundColour("white")
1966	get_pin_max.SetBackgroundColour("white")
1967	## set smearing value whether or not the data contain the smearing info
1968	self._manager.set_smearer(smearer=self.current_smearer,
1969	qmin=float(self.qmin_x),
1970	qmax= float(self.qmax_x),
1971	id=self.id)
1972	return msg
1973
1974	def update_pinhole_smear(self):
1975	"""
1976	called by kill_focus on pinhole TextCntrl
1977	to update the changes
1978
1979	:return: False when wrong value was entered
1980
1981	"""
1982	# msg default
1983	msg = None
1984	# check if any value is changed
1985	if self._is_changed_pinhole():
1986	msg = self._set_pinhole_smear()
1987	#self._undo.Enable(True)
1988	self.save_current_state()
1989
1990	if msg != None:
1991	return False
1992	else:
1993	return True
1994
1995	def onSlitSmear(self, event):
1996	"""
1997	Create a custom slit smear object that will change the way residuals
1998	are compute when fitting
1999	"""
2000
2001	#if self.check_invalid_panel():
2002	# return
2003
2004	if self.model ==None:
2005	self.disable_smearer.SetValue(True)
2006
2007	msg="Please select a Model first..."
2008	wx.MessageBox(msg, 'Info')
2009	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2010	"Smear: %s"%msg))
2011	return
2012
2013	# Need update param values
2014	self._update_paramv_on_fit()
2015
2016	# msg default
2017	msg = None
2018	# for event given
2019	if event != None:
2020	tcrtl= event.GetEventObject()
2021	# event case of radio button
2022	if tcrtl.GetValue():
2023	self.dxl = 0.0
2024	self.dxw = 0.0
2025	is_new_slit = True
2026	else:
2027	is_new_slit = self._is_changed_slit()
2028	else:
2029	is_new_slit = True
2030
2031	# if any value is changed
2032	if is_new_slit:
2033	msg = self._set_slit_smear()
2034
2035	# hide all silt sizer
2036	self._hide_all_smear_info()
2037	##Calculate chi2
2038	#self.compute_chisqr(smearer= self.current_smearer)
2039	# show relevant slit sizers
2040	self._show_smear_sizer()
2041	self.sizer_set_smearer.Layout()
2042	self.Layout()
2043
2044	if event != None:
2045	event.Skip()
2046	#self._undo.Enable(True)
2047	self.save_current_state()
2048	event = PageInfoEvent(page = self)
2049	wx.PostEvent(self.parent, event)
2050	if msg != None:
2051	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2052
2053	def _is_changed_slit(self):
2054	"""
2055	check if any of slit lengths is changed
2056
2057	:return: True or False
2058
2059	"""
2060	# get the values
2061	width = self.smear_slit_width.GetValue()
2062	height = self.smear_slit_height.GetValue()
2063
2064	# check and change the box bg color if it was pink
2065	# but it should be white now
2066	# because this is the case that _set_slit_smear() will not handle
2067	if height.lstrip().rstrip()=="":
2068	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2069	if width.lstrip().rstrip()=="":
2070	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2071
2072	# Check changes in slit width
2073	if width == "":
2074	dxw = 0.0
2075	else:
2076	try:
2077	dxw = float(width)
2078	except:
2079	return True
2080	if self.dxw != dxw:
2081	return True
2082
2083	# Check changes in slit heigth
2084	if height == "":
2085	dxl = 0.0
2086	else:
2087	try:
2088	dxl = float(height)
2089	except:
2090	return True
2091	if self.dxl != dxl:
2092	return True
2093
2094	return False
2095
2096	def _set_slit_smear(self):
2097	"""
2098	Set custom slit smear
2099
2100	:return: message to inform the user about the validity
2101	of the values entered for slit smear
2102	"""
2103	if self.data.__class__.__name__ == "Data2D":
2104	return
2105	temp_smearer = None
2106	# make sure once more if it is smearer
2107	data = copy.deepcopy(self.data)
2108	data_len = len(data.x)
2109	data.dx = None
2110	data.dxl = None
2111	data.dxw = None
2112	msg = None
2113
2114	try:
2115	self.dxl = float(self.smear_slit_height.GetValue())
2116	data.dxl = self.dxl* numpy.ones(data_len)
2117	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2118	except:
2119	data.dxl = numpy.zeros(data_len)
2120	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2121	self.smear_slit_height.SetBackgroundColour("pink")
2122	msg = "Wrong value entered... "
2123	else:
2124	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2125	try:
2126	self.dxw = float(self.smear_slit_width.GetValue())
2127	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2128	data.dxw = self.dxw* numpy.ones(data_len)
2129	except:
2130	data.dxw = numpy.zeros(data_len)
2131	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2132	self.smear_slit_width.SetBackgroundColour("pink")
2133	msg = "Wrong Fit value entered... "
2134	else:
2135	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2136
2137	self.current_smearer = smear_selection(data, self.model)
2138	#temp_smearer = self.current_smearer
2139	## set smearing value whether or not the data contain the smearing info
2140	self._manager.set_smearer(smearer=self.current_smearer,
2141	qmin=float(self.qmin_x),
2142	qmax= float(self.qmax_x),
2143	id=self.id)
2144	return msg
2145
2146	def update_slit_smear(self):
2147	"""
2148	called by kill_focus on pinhole TextCntrl
2149	to update the changes
2150
2151	:return: False when wrong value was entered
2152
2153	"""
2154	# msg default
2155	msg = None
2156	# check if any value is changed
2157	if self._is_changed_slit():
2158	msg = self._set_slit_smear()
2159	#self._undo.Enable(True)
2160	self.save_current_state()
2161
2162	if msg != None:
2163	return False
2164	else:
2165	return True
2166
2167	def onSmear(self, event):
2168	"""
2169	Create a smear object that will change the way residuals
2170	are compute when fitting
2171	"""
2172	if event != None:
2173	event.Skip()
2174	if self.data is None:
2175	return
2176
2177	if self.model == None:
2178	self.disable_smearer.SetValue(True)
2179	msg="Please select a Model first..."
2180	wx.MessageBox(msg, 'Info')
2181	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2182	"Smear: %s"%msg))
2183	return
2184
2185	# Need update param values
2186	self._update_paramv_on_fit()
2187
2188	temp_smearer = None
2189	self._get_smear_info()
2190
2191	#renew smear sizer
2192	if self.smear_type != None:
2193	self.smear_description_smear_type.SetValue(str(self.smear_type))
2194	self.smear_data_left.SetValue(str(self.dq_l))
2195	self.smear_data_right.SetValue(str(self.dq_r))
2196
2197	self._hide_all_smear_info()
2198
2199	data = copy.deepcopy(self.data)
2200	# make sure once more if it is smearer
2201	self.current_smearer = smear_selection(data, self.model)
2202
2203	if self.enable_smearer.GetValue():
2204	if hasattr(self.data,"dxl"):
2205
2206	msg= ": Resolution smearing parameters"
2207	if hasattr(self.data,"dxw"):
2208	msg= ": Slit smearing parameters"
2209	if self.smearer ==None:
2210	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2211	"Data contains no smearing information"))
2212	else:
2213	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2214	"Data contains smearing information"))
2215
2216	#self.smear_description_dqdata.Show(True)
2217	self.smear_data_left.Show(True)
2218	self.smear_data_right.Show(True)
2219	temp_smearer= self.current_smearer
2220	elif self.disable_smearer.GetValue():
2221	self.smear_description_none.Show(True)
2222
2223	self._show_smear_sizer()
2224
2225	self.sizer_set_smearer.Layout()
2226	self.Layout()
2227	## set smearing value whether or not the data contain the smearing info
2228	self._manager.set_smearer(id=self.id, smearer=temp_smearer, qmin= float(self.qmin_x),
2229	qmax= float(self.qmax_x), draw=True)
2230
2231	##Calculate chi2
2232	#self.compute_chisqr(smearer= temp_smearer)
2233
2234	self.state.enable_smearer= self.enable_smearer.GetValue()
2235	self.state.disable_smearer=self.disable_smearer.GetValue()
2236	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2237	self.state.slit_smearer = self.slit_smearer.GetValue()
2238
2239	def on_complete_chisqr(self, event):
2240	"""
2241	print result chisqr
2242
2243	:event: activated by fitting/ complete after draw
2244
2245	"""
2246	try:
2247	if event ==None:
2248	output= "-"
2249	else:
2250	output = event.output
2251	self.tcChi.SetValue(str(format_number(output)))
2252
2253	self.state.tcChi = self.tcChi.GetValue()
2254	except:
2255	pass
2256
2257
2258	def select_all_param(self,event):
2259	"""
2260	set to true or false all checkBox given the main checkbox value cb1
2261	"""
2262	self.param_toFit=[]
2263	if self.parameters !=[]:
2264	if self.cb1.GetValue():
2265	for item in self.parameters:
2266	## for data2D select all to fit
2267	if self.data.__class__.__name__=="Data2D":
2268	item[0].SetValue(True)
2269	self.param_toFit.append(item )
2270	else:
2271	## for 1D all parameters except orientation
2272	if not item in self.orientation_params:
2273	item[0].SetValue(True)
2274	self.param_toFit.append(item )
2275	#if len(self.fittable_param)>0:
2276	for item in self.fittable_param:
2277	if self.data.__class__.__name__=="Data2D":
2278	item[0].SetValue(True)
2279	self.param_toFit.append(item )
2280	else:
2281	## for 1D all parameters except orientation
2282	if not item in self.orientation_params_disp:
2283	item[0].SetValue(True)
2284	self.param_toFit.append(item )
2285	else:
2286	for item in self.parameters:
2287	item[0].SetValue(False)
2288	for item in self.fittable_param:
2289	item[0].SetValue(False)
2290	self.param_toFit=[]
2291
2292	self.save_current_state_fit()
2293
2294	if event !=None:
2295	#self._undo.Enable(True)
2296	## post state to fit panel
2297	event = PageInfoEvent(page = self)
2298	wx.PostEvent(self.parent, event)
2299
2300	def select_param(self,event):
2301	"""
2302	Select TextCtrl checked for fitting purpose and stores them
2303	in self.param_toFit=[] list
2304	"""
2305	self.param_toFit=[]
2306	for item in self.parameters:
2307	#Skip t ifhe angle parameters if 1D data
2308	if self.data.__class__.__name__ !="Data2D":
2309	if item in self.orientation_params:
2310	continue
2311	#Select parameters to fit for list of primary parameters
2312	if item[0].GetValue():
2313	if not (item in self.param_toFit):
2314	self.param_toFit.append(item )
2315	else:
2316	#remove parameters from the fitting list
2317	if item in self.param_toFit:
2318	self.param_toFit.remove(item)
2319
2320	#Select parameters to fit for list of fittable parameters
2321	# with dispersion
2322	for item in self.fittable_param:
2323	#Skip t ifhe angle parameters if 1D data
2324	if self.data.__class__.__name__ !="Data2D":
2325	if item in self.orientation_params:
2326	continue
2327	if item[0].GetValue():
2328	if not (item in self.param_toFit):
2329	self.param_toFit.append(item)
2330	else:
2331	#remove parameters from the fitting list
2332	if item in self.param_toFit:
2333	self.param_toFit.remove(item)
2334
2335	#Calculate num. of angle parameters
2336	if self.data.__class__.__name__ =="Data2D":
2337	len_orient_para = 0
2338	else:
2339	len_orient_para = len(self.orientation_params) #assume even len
2340	#Total num. of angle parameters
2341	if len(self.fittable_param) > 0:
2342	len_orient_para *= 2
2343	#Set the value of checkbox that selected every checkbox or not
2344	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2345	len(self.param_toFit):
2346	self.cb1.SetValue(True)
2347	else:
2348	self.cb1.SetValue(False)
2349	self.save_current_state_fit()
2350	if event !=None:
2351	#self._undo.Enable(True)
2352	## post state to fit panel
2353	event = PageInfoEvent(page = self)
2354	wx.PostEvent(self.parent, event)
2355
2356	def set_model_param_sizer(self, model):
2357	"""
2358	Build the panel from the model content
2359
2360	:param model: the model selected in combo box for fitting purpose
2361
2362	"""
2363	self.sizer3.Clear(True)
2364	self.parameters = []
2365	self.str_parameters = []
2366	self.param_toFit=[]
2367	self.fittable_param=[]
2368	self.fixed_param=[]
2369	self.orientation_params=[]
2370	self.orientation_params_disp=[]
2371
2372	if model ==None:
2373	self.sizer3.Layout()
2374	self.SetupScrolling()
2375	return
2376	## the panel is drawn using the current value of the fit engine
2377	if self.engine_type==None and self._manager !=None:
2378	self.engine_type= self._manager._return_engine_type()
2379
2380	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2381	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2382	sizer = wx.GridBagSizer(5,5)
2383	## save the current model
2384	self.model = model
2385
2386	keys = self.model.getParamList()
2387	#list of dispersion paramaters
2388	self.disp_list=self.model.getDispParamList()
2389
2390	def custom_compare(a,b):
2391	"""
2392	Custom compare to order, first by alphabets then second by number.
2393	"""
2394	# number at the last digit
2395	a_last = a[len(a)-1]
2396	b_last = b[len(b)-1]
2397	# default
2398	num_a = None
2399	num_b = None
2400	# split the names
2401	a2 = a.lower().split('_')
2402	b2 = b.lower().split('_')
2403	# check length of a2, b2
2404	len_a2 = len(a2)
2405	len_b2 = len(b2)
2406	# check if it contains a int number(<10)
2407	try:
2408	num_a = int(a_last)
2409	except: pass
2410	try:
2411	num_b = int(b_last)
2412	except: pass
2413	# Put 'scale' near the top; happens
2414	# when numbered param name exists
2415	if a == 'scale':
2416	return -1
2417	# both have a number
2418	if num_a != None and num_b != None:
2419	if num_a > num_b: return -1
2420	# same number
2421	elif num_a == num_b:
2422	# different last names
2423	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2424	return -cmp(a2[len_a2-1], b2[len_b2-1])
2425	else:
2426	return cmp(a, b)
2427	else: return 1
2428	# one of them has a number
2429	elif num_a != None: return 1
2430	elif num_b != None: return -1
2431	# no numbers
2432	else: return cmp(a.lower(), b.lower())
2433
2434
2435	keys.sort(custom_compare)
2436
2437	iy = 0
2438	ix = 0
2439	select_text = "Select All"
2440	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2441	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2442	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2443	#self.cb1.SetValue(True)
2444
2445	sizer.Add(self.cb1,(iy, ix),(1,1),\
2446	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2447	ix +=1
2448	self.text2_2 = wx.StaticText(self, -1, 'Values')
2449	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2450	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2451	ix +=2
2452	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2453	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2454	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2455	self.text2_3.Hide()
2456	ix +=1
2457	self.text2_min = wx.StaticText(self, -1, 'Min')
2458	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2459	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2460	self.text2_min.Hide()
2461	ix +=1
2462	self.text2_max = wx.StaticText(self, -1, 'Max')
2463	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2464	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2465	self.text2_max.Hide()
2466	ix += 1
2467	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2468	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2469	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2470	self.text2_4.Hide()
2471	if self.engine_type=="park":
2472	self.text2_max.Show(True)
2473	self.text2_min.Show(True)
2474
2475	for item in keys:
2476	if not item in self.disp_list and not item in \
2477	self.model.orientation_params:
2478
2479	##prepare a spot to store errors
2480	if not self.model.details.has_key(item):
2481	self.model.details [item] = ["",None,None]
2482
2483	iy += 1
2484	ix = 0
2485	if self.model.__class__ in \
2486	self.model_list_box["Multi-Functions"] \
2487	and item in self.model.non_fittable:
2488	non_fittable_name = wx.StaticText(self, -1, item )
2489	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2490	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2491	## add parameter value
2492	ix += 1
2493	value= self.model.getParam(item)
2494	if len(self.model.fun_list) > 0:
2495	num = item.split('_')[1][5:7]
2496	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2497	style=wx.CB_READONLY, name = '%s'% item)
2498	self._set_fun_box_list(fun_box)
2499	fun_box.SetSelection(0)
2500	#self.fun_box.SetToolTipString("A function
2501	# describing the interface")
2502	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2503	else:
2504	fun_box = self.ModelTextCtrl(self, -1,
2505	size=(_BOX_WIDTH,20),
2506	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2507	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2508	fun_box.SetValue(format_number(value))
2509	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2510	self.str_parameters.append([None,item, fun_box,
2511	None,None,None,None,None])
2512
2513
2514	else:
2515	## add parameters name with checkbox for selecting to fit
2516	cb = wx.CheckBox(self, -1, item )
2517	cb.SetToolTipString(" Check for fitting.")
2518	#cb.SetValue(True)
2519	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2520
2521	sizer.Add( cb,( iy, ix),(1,1),
2522	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2523
2524	## add parameter value
2525	ix += 1
2526	value= self.model.getParam(item)
2527	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2528	style=wx.TE_PROCESS_ENTER)
2529	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2530	ctl1.SetValue(format_number(value))
2531	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2532	## text to show error sign
2533	ix += 1
2534	text2=wx.StaticText(self, -1, '+/-')
2535	sizer.Add(text2,(iy, ix),(1,1),\
2536	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2537	text2.Hide()
2538	ix += 1
2539	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2540	sizer.Add(ctl2, (iy,ix),(1,1),
2541	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2542	ctl2.Hide()
2543
2544	ix += 1
2545	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2546	style=wx.TE_PROCESS_ENTER,
2547	text_enter_callback = self._onparamRangeEnter)
2548
2549	sizer.Add(ctl3, (iy,ix),(1,1),
2550	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2551	ctl3.Hide()
2552
2553	ix += 1
2554	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2555	style=wx.TE_PROCESS_ENTER,
2556	text_enter_callback = self._onparamRangeEnter)
2557	sizer.Add(ctl4, (iy,ix),(1,1),
2558	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2559
2560	ctl4.Hide()
2561
2562	if self.engine_type=="park":
2563	ctl3.Show(True)
2564	ctl4.Show(True)
2565	ix +=1
2566	# Units
2567	if self.model.details.has_key(item):
2568	units = wx.StaticText(self, -1,
2569	self.model.details[item][0], style=wx.ALIGN_LEFT)
2570	else:
2571	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2572	sizer.Add(units, (iy,ix),(1,1),
2573	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2574
2575	##[cb state, name, value, "+/-", error of fit, min, max , units]
2576	self.parameters.append([cb,item, ctl1,
2577	text2,ctl2, ctl3, ctl4,units])
2578
2579	iy+=1
2580	sizer.Add((10,10),(iy,ix),(1,1),
2581	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2582
2583	# type can be either Guassian or Array
2584	if len(self.model.dispersion.values())>0:
2585	type= self.model.dispersion.values()[0]["type"]
2586	else:
2587	type = "Gaussian"
2588
2589	iy += 1
2590	ix = 0
2591	#Add tile for orientational angle
2592	for item in keys:
2593	if item in self.model.orientation_params:
2594	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2595	sizer.Add(orient_angle,(iy, ix),(1,1),
2596	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2597	if not self.data.__class__.__name__ =="Data2D":
2598	orient_angle.Hide()
2599	else:
2600	orient_angle.Show(True)
2601	break
2602
2603	#For Gaussian only
2604	if type.lower() != "array":
2605	for item in self.model.orientation_params:
2606	if not item in self.disp_list:
2607	##prepare a spot to store min max
2608	if not self.model.details.has_key(item):
2609	self.model.details [item] = ["",None,None]
2610
2611	iy += 1
2612	ix = 0
2613	## add parameters name with checkbox for selecting to fit
2614	cb = wx.CheckBox(self, -1, item )
2615	cb.SetValue(False)
2616	cb.SetToolTipString("Check for fitting")
2617	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2618	if self.data.__class__.__name__ =="Data2D":
2619	cb.Show(True)
2620	else:
2621	cb.Hide()
2622	sizer.Add( cb,( iy, ix),(1,1),
2623	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2624
2625	## add parameter value
2626	ix += 1
2627	value= self.model.getParam(item)
2628	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2629	style=wx.TE_PROCESS_ENTER)
2630	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2631	ctl1.SetValue(format_number(value))
2632	if self.data.__class__.__name__ =="Data2D":
2633	ctl1.Show(True)
2634	else:
2635	ctl1.Hide()
2636	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2637	## text to show error sign
2638	ix += 1
2639	text2=wx.StaticText(self, -1, '+/-')
2640	sizer.Add(text2,(iy, ix),(1,1),\
2641	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2642	text2.Hide()
2643	ix += 1
2644	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2645	sizer.Add(ctl2, (iy,ix),(1,1),
2646	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2647	ctl2.Hide()
2648
2649
2650	ix += 1
2651	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2652	style=wx.TE_PROCESS_ENTER,
2653	text_enter_callback = self._onparamRangeEnter)
2654
2655	sizer.Add(ctl3, (iy,ix),(1,1),
2656	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2657	ctl3.Hide()
2658
2659	ix += 1
2660	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2661	style=wx.TE_PROCESS_ENTER,
2662	text_enter_callback = self._onparamRangeEnter)
2663	sizer.Add(ctl4, (iy,ix),(1,1),
2664	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2665
2666	ctl4.Hide()
2667
2668	if self.engine_type =="park" and \
2669	self.data.__class__.__name__ =="Data2D":
2670	ctl3.Show(True)
2671	ctl4.Show(True)
2672
2673	ix +=1
2674	# Units
2675	if self.model.details.has_key(item):
2676	units = wx.StaticText(self, -1,
2677	self.model.details[item][0],
2678	style=wx.ALIGN_LEFT)
2679	else:
2680	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2681	if self.data.__class__.__name__ =="Data2D":
2682	units.Show(True)
2683
2684	else:
2685	units.Hide()
2686
2687	sizer.Add(units, (iy,ix),(1,1),
2688	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2689
2690	##[cb state, name, value, "+/-", error of fit,min,max,units]
2691	self.parameters.append([cb,item, ctl1,
2692	text2,ctl2, ctl3, ctl4,units])
2693	self.orientation_params.append([cb,item, ctl1,
2694	text2,ctl2, ctl3, ctl4,units])
2695
2696	iy+=1
2697
2698	#Display units text on panel
2699	for item in keys:
2700	if self.model.details.has_key(item):
2701	self.text2_4.Show()
2702	#Fill the list of fittable parameters
2703	self.select_all_param(event=None)
2704
2705	self.save_current_state_fit()
2706	boxsizer1.Add(sizer)
2707	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2708	self.sizer3.Layout()
2709	self.Layout()
2710	self.Refresh()
2711
2712	def _onModel2D(self, event):
2713	"""
2714	toggle view of model from 1D to 2D or 2D from 1D
2715	"""
2716	if self.model_view.GetLabelText() == "Switch to 2D":
2717	self.model_view.SetLabel("Switch to 1D")
2718	self.enable2D = True
2719	else:
2720	self.model_view.SetLabel("Switch to 2D")
2721	self.enable2D = False
2722	self._draw_model()
2723
2724	class BGTextCtrl(wx.TextCtrl):
2725	"""
2726	Text control used to display outputs.
2727	No editing allowed. The background is
2728	grayed out. User can't select text.
2729	"""
2730	def __init__(self, args, *kwds):
2731	wx.TextCtrl.__init__(self, args, *kwds)
2732	self.SetEditable(False)
2733	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
2734
2735	# Bind to mouse event to avoid text highlighting
2736	# The event will be skipped once the call-back
2737	# is called.
2738	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2739
2740	def _click(self, event):
2741	"""
2742	Prevent further handling of the mouse event
2743	by not calling Skip().
2744	"""
2745	pass
2746

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ e6a93df

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