fitpage.py @ 02775ab8

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 02775ab8 was f95301b, checked in by Gervaise Alina <gervyh@…>, 14 years ago
work on saving state
Property mode set to `100644`
File size: 114.3 KB

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2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	from 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 = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
364	style=wx.TE_PROCESS_ENTER,
365	text_enter_callback = self._onQrangeEnter)
366	self.qmin.SetValue(str(self.qmin_x))
367	self.qmin.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)
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	if self.data is None:
934	msg = "Please select a Data first..."
935	wx.MessageBox(msg, 'Info')
936	wx.PostEvent(self._manager.parent, StatusEvent(status=\
937	"Fit: %s" % msg))
938	return
939	if self.model is None:
940	msg = "Please select a Model first..."
941	wx.MessageBox(msg, 'Info')
942	wx.PostEvent(self._manager.parent, StatusEvent(status=\
943	"Fit: %s" % msg))
944	return
945
946	flag = self._update_paramv_on_fit()
947
948	if not flag:
949	msg= "Fitting range or parameters are invalid"
950	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
951	return
952
953	if len(self.param_toFit) <= 0:
954	msg= "Select at least one parameter to fit"
955	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
956	return
957
958	self.select_param(event =None)
959
960	#Clear errors if exist from previous fitting
961	#self._clear_Err_on_Fit()
962
963	# Remove or do not allow fitting on the Q=0 point, especially
964	# when y(q=0)=None at x[0].
965	self.qmin_x = float(self.qmin.GetValue())
966	self.qmax_x = float( self.qmax.GetValue())
967	self._manager._reset_schedule_problem(id=self.id, value=0)
968	self._manager.schedule_for_fit(id=self.id,value=1, fitproblem =None)
969	self._manager.set_fit_range(id=self.id,qmin= self.qmin_x,
970	qmax= self.qmax_x)
971
972	#single fit
973	self._manager.onFit()
974	## allow stopping the fit
975	#if self.engine_type=="scipy":
976	# self.btFit.SetLabel("Stop")
977	# self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
978	# self.btFit.Bind(event= wx.EVT_BUTTON,
979	# handler=self._StopFit, id=self.btFit.GetId())
980	#else:
981	# self.btFit.SetLabel("Fit")
982	# self.btFit.Bind(event= wx.EVT_BUTTON,
983	# handler=self._onFit, id=self.btFit.GetId())
984
985	def _StopFit(self, event):
986	"""
987	Stop fit
988	"""
989	self.btFit.SetLabel("Fit")
990	if self.engine_type=="scipy":
991	self._manager.stop_fit()
992	self.btFit.Unbind(event=wx.EVT_BUTTON, id=self.btFit.GetId())
993	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
994	id=self.btFit.GetId())
995
996
997	def _on_select_model(self, event=None):
998	"""
999	call back for model selection
1000	"""
1001	self._on_select_model_helper()
1002	self.set_model_param_sizer(self.model)
1003
1004	if self.model is None:
1005	self._set_bookmark_flag(False)
1006	self._set_save_flag(False)
1007	self.enable_disp.SetValue(False)
1008	self.disable_disp.SetValue(True)
1009	try:
1010	self.set_dispers_sizer()
1011	except:
1012	pass
1013	self.btFit.SetFocus()
1014	self.state.enable_disp = self.enable_disp.GetValue()
1015	self.state.disable_disp = self.disable_disp.GetValue()
1016	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1017	self.state.slit_smearer = self.slit_smearer.GetValue()
1018
1019	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1020	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1021
1022	if self.model != None:
1023	self._set_bookmark_flag(True)
1024	self._set_save_flag(True)
1025	# Reset smearer, model and data
1026	self._set_smear(self.data)
1027	try:
1028	# update smearer sizer
1029	self.onSmear(None)
1030	temp_smear = None
1031	if self.enable_smearer.GetValue():
1032	# Set the smearer environments
1033	temp_smear = self.smearer
1034	except:
1035	## error occured on chisqr computation
1036	pass
1037	## event to post model to fit to fitting plugins
1038	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1039
1040	## set smearing value whether or not
1041	# the data contain the smearing info
1042	evt = ModelEventbox(model=self.model,
1043	smearer=temp_smear,
1044	qmin=float(self.qmin_x),
1045	id=self.id,
1046	qmax=float(self.qmax_x))
1047
1048	self._manager._on_model_panel(evt=evt)
1049	self.state.model = self.model.clone()
1050	self.state.model.name = self.model.name
1051	if event is not None:
1052	self._draw_model()
1053	if event != None:
1054
1055	## post state to fit panel
1056	event = PageInfoEvent(page = self)
1057	wx.PostEvent(self.parent, event)
1058	self.SetupScrolling()
1059
1060	def _onparamEnter(self,event):
1061	"""
1062	when enter value on panel redraw model according to changed
1063	"""
1064	if self.model ==None:
1065	msg="Please select a Model first..."
1066	wx.MessageBox(msg, 'Info')
1067	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1068	# "Parameters: %s"%msg))
1069	return
1070
1071	#default flag
1072	flag = False
1073	self.fitrange = True
1074	#get event object
1075	tcrtl = event.GetEventObject()
1076
1077	wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1078	updating ... ",type="update"))
1079	#Clear msg if previously shown.
1080	msg= ""
1081	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1082
1083	if check_float(tcrtl):
1084	flag = self._onparamEnter_helper()
1085	self.set_npts2fit()
1086	if self.fitrange:
1087	temp_smearer = None
1088	if not self.disable_smearer.GetValue():
1089	temp_smearer= self.current_smearer
1090	## set smearing value whether or not
1091	# the data contain the smearing info
1092	if self.slit_smearer.GetValue():
1093	flag1 = self.update_slit_smear()
1094	flag = flag or flag1
1095	elif self.pinhole_smearer.GetValue():
1096	flag1 = self.update_pinhole_smear()
1097	flag = flag or flag1
1098	elif self.data.__class__.__name__ !="Data2D":
1099	self._manager.set_smearer(smearer=temp_smearer,
1100	id=self.id,
1101	qmin= float(self.qmin_x),
1102	qmax= float(self.qmax_x),
1103	draw=True)
1104	if flag:
1105	#self.compute_chisqr(smearer= temp_smearer)
1106
1107	## new state posted
1108	if self.state_change:
1109	#self._undo.Enable(True)
1110	event = PageInfoEvent(page = self)
1111	wx.PostEvent(self.parent, event)
1112	self.state_change= False
1113	else:
1114	# invalid fit range: do nothing here:
1115	# msg already displayed in validate
1116	return
1117	else:
1118	self.save_current_state()
1119	msg= "Cannot Plot :Must enter a number!!! "
1120	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1121
1122	self.save_current_state()
1123	return
1124
1125	def _onparamRangeEnter(self, event):
1126	"""
1127	Check validity of value enter in the parameters range field
1128	"""
1129	#if self.check_invalid_panel():
1130	# return
1131	tcrtl= event.GetEventObject()
1132	#Clear msg if previously shown.
1133	msg= ""
1134	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1135	# Flag to register when a parameter has changed.
1136	is_modified = False
1137	if tcrtl.GetValue().lstrip().rstrip()!="":
1138	try:
1139	value = float(tcrtl.GetValue())
1140	tcrtl.SetBackgroundColour(wx.WHITE)
1141	self._check_value_enter(self.fittable_param ,is_modified)
1142	self._check_value_enter(self.parameters ,is_modified)
1143	except:
1144	tcrtl.SetBackgroundColour("pink")
1145	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1146	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1147	return
1148	else:
1149	tcrtl.SetBackgroundColour(wx.WHITE)
1150
1151	#self._undo.Enable(True)
1152	self.save_current_state()
1153	event = PageInfoEvent(page = self)
1154	wx.PostEvent(self.parent, event)
1155	self.state_change= False
1156
1157
1158	def _onQrangeEnter(self, event):
1159	"""
1160	Check validity of value enter in the Q range field
1161	"""
1162	#if self.check_invalid_panel():
1163	# return
1164	tcrtl= event.GetEventObject()
1165	#Clear msg if previously shown.
1166	msg= ""
1167	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1168	# Flag to register when a parameter has changed.
1169	is_modified = False
1170	if tcrtl.GetValue().lstrip().rstrip()!="":
1171	try:
1172	value = float(tcrtl.GetValue())
1173	tcrtl.SetBackgroundColour(wx.WHITE)
1174
1175	# If qmin and qmax have been modified, update qmin and qmax
1176	if self._validate_qrange( self.qmin, self.qmax):
1177	tempmin = float(self.qmin.GetValue())
1178	if tempmin != self.qmin_x:
1179	self.qmin_x = tempmin
1180	tempmax = float(self.qmax.GetValue())
1181	if tempmax != self.qmax_x:
1182	self.qmax_x = tempmax
1183	else:
1184	tcrtl.SetBackgroundColour("pink")
1185	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1186	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1187	return
1188
1189	except:
1190	tcrtl.SetBackgroundColour("pink")
1191	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1192	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1193	return
1194	#Check if # of points for theory model are valid(>0).
1195	# check for 2d
1196	if self.data.__class__.__name__ =="Data2D":
1197	# set mask
1198	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1199	self.data.qy_data*self.data.qy_data )
1200	index_data = ((self.qmin_x <= radius)& \
1201	(radius<= self.qmax_x))
1202	index_data = (index_data)&(self.data.mask)
1203	index_data = (index_data)&(numpy.isfinite(self.data.data))
1204	if len(index_data[index_data]) < 10:
1205	msg = "Cannot Plot :No or too little npts in"
1206	msg += " that data range!!! "
1207	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1208	return
1209	else:
1210	self.data.mask = index_data
1211	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1212	self.set_npts2fit()
1213	else:
1214	if self.data is not None:
1215
1216	index_data = ((self.qmin_x <= self.data.x)& \
1217	(self.data.x <= self.qmax_x))
1218	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1219
1220
1221	else:
1222	tcrtl.SetBackgroundColour("pink")
1223	msg= "Model Error:wrong value entered!!!"
1224	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1225
1226	self._draw_model()
1227	##update chi2
1228	#self.compute_chisqr(smearer= temp_smearer)
1229	#self._undo.Enable(True)
1230	self.save_current_state()
1231	event = PageInfoEvent(page = self)
1232	wx.PostEvent(self.parent, event)
1233	self.state_change= False
1234	return
1235
1236	def _clear_Err_on_Fit(self):
1237	"""
1238	hide the error text control shown
1239	after fitting
1240	"""
1241
1242	if hasattr(self,"text2_3"):
1243	self.text2_3.Hide()
1244
1245	if len(self.parameters)>0:
1246	for item in self.parameters:
1247	#Skip t ifhe angle parameters if 1D data
1248	if self.data.__class__.__name__ !="Data2D":
1249	if item in self.orientation_params:
1250	continue
1251	if item in self.param_toFit:
1252	continue
1253	## hide statictext +/-
1254	if item[3]!=None and item[3].IsShown():
1255	item[3].Hide()
1256	## hide textcrtl for error after fit
1257	if item[4]!=None and item[4].IsShown():
1258	item[4].Hide()
1259
1260	if len(self.fittable_param)>0:
1261	for item in self.fittable_param:
1262	#Skip t ifhe angle parameters if 1D data
1263	if self.data.__class__.__name__ !="Data2D":
1264	if item in self.orientation_params:
1265	continue
1266	if item in self.param_toFit:
1267	continue
1268	## hide statictext +/-
1269	if item[3]!=None and item[3].IsShown():
1270	item[3].Hide()
1271	## hide textcrtl for error after fit
1272	if item[4]!=None and item[4].IsShown():
1273	item[4].Hide()
1274	return
1275
1276	def _get_defult_custom_smear(self):
1277	"""
1278	Get the defult values for custum smearing.
1279	"""
1280	# get the default values
1281	if self.dxl == None: self.dxl = 0.0
1282	if self.dxw == None: self.dxw = ""
1283	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1284	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1285
1286	def _get_smear_info(self):
1287	"""
1288	Get the smear info from data.
1289
1290	:return: self.smear_type, self.dq_l and self.dq_r,
1291	respectively the type of the smear, dq_min and
1292	dq_max for pinhole smear data
1293	while dxl and dxw for slit smear
1294
1295	"""
1296
1297	# default
1298	self.smear_type = None
1299	self.dq_l = None
1300	self.dq_r = None
1301	data = self.data
1302	if self.data is None:
1303	return
1304	elif self.data.__class__.__name__ == 'Data2D':
1305	if data.dqx_data == None or data.dqy_data ==None:
1306	return
1307	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1308	(data.dqx_data.any()!=0):
1309	self.smear_type = "Pinhole2d"
1310	self.dq_l = format_number(numpy.average(data.dqx_data))
1311	self.dq_r = format_number(numpy.average(data.dqy_data))
1312	return
1313	else:
1314	return
1315	# check if it is pinhole smear and get min max if it is.
1316	if data.dx != None and all(data.dx !=0):
1317	self.smear_type = "Pinhole"
1318	self.dq_l = data.dx[0]
1319	self.dq_r = data.dx[-1]
1320
1321	# check if it is slit smear and get min max if it is.
1322	elif data.dxl != None or data.dxw != None:
1323	self.smear_type = "Slit"
1324	if data.dxl != None and all(data.dxl !=0):
1325	self.dq_l = data.dxl[0]
1326	if data.dxw != None and all(data.dxw !=0):
1327	self.dq_r = data.dxw[0]
1328	#return self.smear_type,self.dq_l,self.dq_r
1329
1330	def _show_smear_sizer(self):
1331	"""
1332	Show only the sizers depending on smear selection
1333	"""
1334	# smear disabled
1335	if self.disable_smearer.GetValue():
1336	self.smear_description_none.Show(True)
1337	# 2Dsmear
1338	elif self._is_2D():
1339	self.smear_description_accuracy_type.Show(True)
1340	self.smear_accuracy.Show(True)
1341	self.smear_description_accuracy_type.Show(True)
1342	self.smear_description_2d.Show(True)
1343	self.smear_description_2d_x.Show(True)
1344	self.smear_description_2d_y.Show(True)
1345	if self.pinhole_smearer.GetValue():
1346	self.smear_pinhole_min.Show(True)
1347	self.smear_pinhole_max.Show(True)
1348	# smear from data
1349	elif self.enable_smearer.GetValue():
1350
1351	self.smear_description_dqdata.Show(True)
1352	if self.smear_type != None:
1353	self.smear_description_smear_type.Show(True)
1354	if self.smear_type == 'Slit':
1355	self.smear_description_slit_height.Show(True)
1356	self.smear_description_slit_width.Show(True)
1357	elif self.smear_type == 'Pinhole':
1358	self.smear_description_pin_min.Show(True)
1359	self.smear_description_pin_max.Show(True)
1360	self.smear_description_smear_type.Show(True)
1361	self.smear_description_type.Show(True)
1362	self.smear_data_left.Show(True)
1363	self.smear_data_right.Show(True)
1364	# custom pinhole smear
1365	elif self.pinhole_smearer.GetValue():
1366	if self.smear_type == 'Pinhole':
1367	self.smear_message_new_p.Show(True)
1368	self.smear_description_pin_min.Show(True)
1369	self.smear_description_pin_max.Show(True)
1370
1371	self.smear_pinhole_min.Show(True)
1372	self.smear_pinhole_max.Show(True)
1373	# custom slit smear
1374	elif self.slit_smearer.GetValue():
1375	self.smear_message_new_s.Show(True)
1376	self.smear_description_slit_height.Show(True)
1377	self.smear_slit_height.Show(True)
1378	self.smear_description_slit_width.Show(True)
1379	self.smear_slit_width.Show(True)
1380
1381	def _hide_all_smear_info(self):
1382	"""
1383	Hide all smearing messages in the set_smearer sizer
1384	"""
1385	self.smear_description_none.Hide()
1386	self.smear_description_dqdata.Hide()
1387	self.smear_description_type.Hide()
1388	self.smear_description_smear_type.Hide()
1389	self.smear_description_accuracy_type.Hide()
1390	self.smear_description_2d_x.Hide()
1391	self.smear_description_2d_y.Hide()
1392	self.smear_description_2d.Hide()
1393
1394	self.smear_accuracy.Hide()
1395	self.smear_data_left.Hide()
1396	self.smear_data_right.Hide()
1397	self.smear_description_pin_min.Hide()
1398	self.smear_pinhole_min.Hide()
1399	self.smear_description_pin_max.Hide()
1400	self.smear_pinhole_max.Hide()
1401	self.smear_description_slit_height.Hide()
1402	self.smear_slit_height.Hide()
1403	self.smear_description_slit_width.Hide()
1404	self.smear_slit_width.Hide()
1405	self.smear_message_new_p.Hide()
1406	self.smear_message_new_s.Hide()
1407
1408	def _set_accuracy_list(self):
1409	"""
1410	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1411	"""
1412	# list of accuracy choices
1413	list = ['Low','Med','High','Xhigh']
1414	for idx in range(len(list)):
1415	self.smear_accuracy.Append(list[idx],idx)
1416
1417	def _set_fun_box_list(self,fun_box):
1418	"""
1419	Set the list of func for multifunctional models
1420	"""
1421	# Check if it is multi_functional model
1422	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1423	return None
1424	# Get the func name list
1425	list = self.model.fun_list
1426	if len(list) == 0:
1427	return None
1428	# build function (combo)box
1429	ind = 0
1430	while(ind < len(list)):
1431	for key, val in list.iteritems():
1432	if (val == ind):
1433	fun_box.Append(key,val)
1434	break
1435	ind += 1
1436
1437	def _on_select_accuracy(self,event):
1438	"""
1439	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1440	"""
1441	#event.Skip()
1442	# Check if the accuracy is same as before
1443	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1444	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1445	if self.pinhole_smearer.GetValue():
1446	self.onPinholeSmear(event=None)
1447	else:
1448	self.onSmear(event=None)
1449	if self.current_smearer != None:
1450	self.current_smearer.set_accuracy(accuracy =
1451	self.smear2d_accuracy)
1452	event.Skip()
1453
1454	def _on_fun_box(self,event):
1455	"""
1456	Select an func: Erf,Rparabola,LParabola
1457	"""
1458	fun_val = None
1459	fun_box = event.GetEventObject()
1460	name = fun_box.Name
1461	value = fun_box.GetValue()
1462	if self.model.fun_list.has_key(value):
1463	fun_val = self.model.fun_list[value]
1464
1465	self.model.setParam(name,fun_val)
1466	# save state
1467	self._copy_parameters_state(self.str_parameters,
1468	self.state.str_parameters)
1469	# update params
1470	self._update_paramv_on_fit()
1471	# draw
1472	self._draw_model()
1473	self.Refresh()
1474	# get ready for new event
1475	event.Skip()
1476
1477	def _onMask(self, event):
1478	"""
1479	Build a panel to allow to edit Mask
1480	"""
1481
1482	from sans.guiframe.local_perspectives.plotting.masking \
1483	import MaskPanel as MaskDialog
1484
1485	self.panel = MaskDialog(self, data=self.data,id =-1 )
1486	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1487	self.panel.ShowModal()
1488	#wx.PostEvent(self.parent, event)
1489
1490	def _draw_masked_model(self,event):
1491	"""
1492	Draw model image w/mask
1493	"""
1494	event.Skip()
1495
1496	is_valid_qrange = self._update_paramv_on_fit()
1497
1498	if is_valid_qrange:
1499	# try re draw the model plot if it exists
1500	self._draw_model()
1501	self.panel.Destroy() # frame
1502	self.set_npts2fit()
1503	elif self.model == None:
1504	self.panel.Destroy()
1505	self.set_npts2fit()
1506	msg= "No model is found on updating MASK in the model plot... "
1507	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1508	else:
1509	msg = ' Please consider your Q range, too.'
1510	self.panel.ShowMessage(msg)
1511
1512	def _set_smear(self, data):
1513	"""
1514	"""
1515	if data is None:
1516	return
1517	self.smearer = smear_selection(self.data, self.model)
1518	self.disable_smearer.SetValue(True)
1519	if self.smearer == None:
1520	self.enable_smearer.Disable()
1521	else:
1522	self.enable_smearer.Enable()
1523
1524	def get_view_mode(self):
1525	"""
1526	return True if the panel allow 2D or False if 1D
1527	"""
1528	return self.enable2D
1529
1530	def set_data(self, data):
1531	"""
1532	reset the current data
1533	"""
1534	flag = False
1535	if self.data is None and data is not None:
1536	self.window_name = str(data.name)
1537	## Title to appear on top of the window
1538	self.window_caption = str(data.name)
1539	flag = True
1540	self.data = data
1541	if self.data is None:
1542	data_min = ""
1543	data_max = ""
1544	data_name = ""
1545	self._set_bookmark_flag(False)
1546	self._set_save_flag(False)
1547	else:
1548	self._set_bookmark_flag(True)
1549	self._set_save_flag(True)
1550	self._set_smear(data)
1551	# more disables for 2D
1552	if self.data.__class__.__name__ =="Data2D":
1553	self.slit_smearer.Disable()
1554	self.default_mask = copy.deepcopy(self.data.mask)
1555
1556
1557	self.formfactorbox.Enable()
1558	self.structurebox.Enable()
1559	data_name = self.data.name
1560	#set maximum range for x in linear scale
1561	if not hasattr(self.data,"data"): #Display only for 1D data fit
1562	# Minimum value of data
1563	data_min = min(self.data.x)
1564	# Maximum value of data
1565	data_max = max(self.data.x)
1566	#number of total data points
1567	self.Npts_total.SetValue(str(len(self.data.x)))
1568	#default:number of data points selected to fit
1569	self.Npts_fit.SetValue(str(len(self.data.x)))
1570	self.btEditMask.Disable()
1571	self.EditMask_title.Disable()
1572	else:
1573
1574	## Minimum value of data
1575	data_min = 0
1576	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1577	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1578	## Maximum value of data
1579	data_max = math.sqrt(xx + yy)
1580	#number of total data points
1581	self.Npts_total.SetValue(str(len(self.data.data)))
1582	#default:number of data points selected to fit
1583	self.Npts_fit.SetValue(str(len(self.data.data)))
1584	self.btEditMask.Enable()
1585	self.EditMask_title.Enable()
1586	self.dataSource.SetValue(data_name)
1587	self.qmin_x = data_min
1588	self.qmax_x = data_max
1589	self.minimum_q.SetValue(str(data_min))
1590	self.maximum_q.SetValue(str(data_max))
1591	self.qmin.SetValue(str(data_min))
1592	self.qmax.SetValue(str(data_max))
1593	self.qmin.SetBackgroundColour("white")
1594	self.qmax.SetBackgroundColour("white")
1595	self.state.data = data
1596	self.state.qmin = self.qmin_x
1597	self.state.qmax = self.qmax_x
1598
1599	#update model plot with new data information
1600	if flag:
1601	#set model view button
1602	if self.data.__class__.__name__ == "Data2D":
1603	self.enable2D = True
1604	self.model_view.SetLabel("2D Mode")
1605	else:
1606	self.enable2D = False
1607	self.model_view.SetLabel("1D Mode")
1608
1609	self.model_view.Disable()
1610	self._draw_model()
1611
1612	def reset_page(self, state,first=False):
1613	"""
1614	reset the state
1615	"""
1616	self.reset_page_helper(state)
1617	#import sans.guiframe.gui_manager
1618	#evt = ModelEventbox(model=state.model)
1619	#wx.PostEvent(self.event_owner, evt)
1620
1621	if self.engine_type != None:
1622	self._manager._on_change_engine(engine=self.engine_type)
1623
1624	self.select_param(event = None)
1625	#Save state_fit
1626	self.save_current_state_fit()
1627	self._lay_out()
1628	self.Refresh()
1629
1630	def get_range(self):
1631	"""
1632	return the fitting range
1633	"""
1634	return float(self.qmin_x) , float(self.qmax_x)
1635
1636	def get_npts2fit(self):
1637	"""
1638	return numbers of data points within qrange
1639
1640	:Note: This is for Park where chi2 is not normalized by Npts of fit
1641
1642	"""
1643	if self.data is None:
1644	return
1645	npts2fit = 0
1646	qmin,qmax = self.get_range()
1647	if self.data.__class__.__name__ =="Data2D":
1648	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1649	self.data.qy_data*self.data.qy_data )
1650	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1651	index_data= (index_data)&(self.data.mask)
1652	index_data = (index_data)&(numpy.isfinite(self.data.data))
1653	npts2fit = len(self.data.data[index_data])
1654	else:
1655	for qx in self.data.x:
1656	if qx >= qmin and qx <= qmax:
1657	npts2fit += 1
1658	return npts2fit
1659
1660	def set_npts2fit(self):
1661	"""
1662	setValue Npts for fitting
1663	"""
1664	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1665
1666	def get_chi2(self):
1667	"""
1668	return the current chi2
1669	"""
1670	return self.tcChi.GetValue()
1671
1672	def get_param_list(self):
1673	"""
1674	:return self.param_toFit: list containing references to TextCtrl
1675	checked.Theses TextCtrl will allow reference to parameters to fit.
1676
1677	:raise: if return an empty list of parameter fit will nnote work
1678	properly so raise ValueError,"missing parameter to fit"
1679	"""
1680	if self.param_toFit !=[]:
1681	return self.param_toFit
1682	else:
1683	raise ValueError,"missing parameter to fit"
1684
1685	def onsetValues(self,chisqr,p_name, out,cov):
1686	"""
1687	Build the panel from the fit result
1688
1689	:param chisqr: Value of the goodness of fit metric
1690	:param p_name: the name of parameters
1691	:param out: list of parameter with the best value found during fitting
1692	:param cov: Covariance matrix
1693
1694	"""
1695	if out == None or not numpy.isfinite(chisqr):
1696	raise ValueError,"Fit error occured..."
1697
1698	is_modified = False
1699	has_error = False
1700
1701	#Hide textctrl boxes of errors.
1702	self._clear_Err_on_Fit()
1703
1704	#Check if chi2 is finite
1705	if chisqr != None or numpy.isfinite(chisqr):
1706	#format chi2
1707	if self.engine_type == "park":
1708	npt_fit = float(self.get_npts2fit())
1709	if npt_fit > 0:
1710	chisqr =chisqr/npt_fit
1711	chi2 = format_number(chisqr)
1712	self.tcChi.SetValue(chi2)
1713	self.tcChi.Refresh()
1714	else:
1715	self.tcChi.SetValue("-")
1716
1717	#Hide error title
1718	if self.text2_3.IsShown():
1719	self.text2_3.Hide()
1720
1721	try:
1722	n = self.disp_box.GetCurrentSelection()
1723	dispersity= self.disp_box.GetClientData(n)
1724	if dispersity !=None and self.enable_disp.GetValue():
1725	name= dispersity.__name__
1726	if name == "GaussianDispersion":
1727	if hasattr(self,"text_disp_1" ):
1728	if self.text_disp_1 !=None:
1729	self.text_disp_1.Hide()
1730	except:
1731	dispersty = None
1732	pass
1733	#set the panel when fit result are float not list
1734	if out.__class__== numpy.float64:
1735	self.param_toFit[0][2].SetValue(format_number(out))
1736
1737	if self.param_toFit[0][4].IsShown:
1738	self.param_toFit[0][4].Hide()
1739	if cov !=None :
1740	self.text2_3.Show(True)
1741	try:
1742	if dispersity !=None:
1743	name= dispersity.__name__
1744	if name == "GaussianDispersion" and \
1745	self.enable_disp.GetValue():
1746	if hasattr(self,"text_disp_1" ):
1747	if self.text_disp_1 !=None:
1748	self.text_disp_1.Show(True)
1749	except:
1750	pass
1751
1752	if cov[0]==None or not numpy.isfinite(cov[0]):
1753	if self.param_toFit[0][3].IsShown:
1754	self.param_toFit[0][3].Hide()
1755	else:
1756	self.param_toFit[0][3].Show(True)
1757	self.param_toFit[0][4].Show(True)
1758	self.param_toFit[0][4].SetValue(format_number(cov[0]))
1759	has_error = True
1760	else:
1761
1762	i = 0
1763	#Set the panel when fit result are list
1764	for item in self.param_toFit:
1765	if len(item)>5 and item != None:
1766	## reset error value to initial state
1767	item[3].Hide()
1768	item[4].Hide()
1769
1770	for ind in range(len(out)):
1771
1772	if item[1] == p_name[ind]:
1773	break
1774	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1775	val_out = format_number(out[ind])
1776	item[2].SetValue(val_out)
1777
1778	if(cov !=None):
1779
1780	try:
1781	if dispersity !=None:
1782	name= dispersity.__name__
1783	if name == "GaussianDispersion" and \
1784	self.enable_disp.GetValue():
1785	if hasattr(self,"text_disp_1" ):
1786	if self.text_disp_1!=None:
1787	if not self.text_disp_1.IsShown():
1788	self.text_disp_1.Show(True)
1789	except:
1790	pass
1791
1792	if cov[ind]!=None :
1793	if numpy.isfinite(float(cov[ind])):
1794	val_err = format_number(cov[ind])
1795	item[3].Show(True)
1796	item[4].Show(True)
1797	item[4].SetValue(val_err)
1798
1799	has_error = True
1800	i += 1
1801	#Show error title when any errors displayed
1802	if has_error:
1803	if not self.text2_3.IsShown():
1804	self.text2_3.Show(True)
1805
1806	## save current state
1807	self.save_current_state()
1808	#plot model
1809	self._draw_model()
1810	self._lay_out()
1811	#PostStatusEvent
1812	msg = "Fit completed! "
1813	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1814
1815	def onPinholeSmear(self, event):
1816	"""
1817	Create a custom pinhole smear object that will change the way residuals
1818	are compute when fitting
1819
1820	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1821	None for 1D
1822
1823	"""
1824
1825	#if self.check_invalid_panel():
1826	# return
1827	if self.model ==None:
1828	self.disable_smearer.SetValue(True)
1829	msg="Please select a Model first..."
1830	wx.MessageBox(msg, 'Info')
1831	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1832	"Smear: %s"%msg))
1833	return
1834
1835	# Need update param values
1836	self._update_paramv_on_fit()
1837
1838	# msg default
1839	msg = None
1840	if event != None:
1841	tcrtl= event.GetEventObject()
1842	# event case of radio button
1843	if tcrtl.GetValue()== True:
1844	self.dx_min = 0.0
1845	self.dx_max = 0.0
1846	is_new_pinhole = True
1847	else:
1848	is_new_pinhole = self._is_changed_pinhole()
1849	else:
1850	is_new_pinhole = True
1851	# if any value is changed
1852	if is_new_pinhole:
1853	msg = self._set_pinhole_smear()
1854	# hide all silt sizer
1855	self._hide_all_smear_info()
1856
1857	##Calculate chi2
1858	temp_smearer = self.current_smearer
1859	#self.compute_chisqr(smearer= temp_smearer)
1860
1861	# show relevant slit sizers
1862	self._show_smear_sizer()
1863
1864	self.sizer_set_smearer.Layout()
1865	self.Layout()
1866
1867	if event != None:
1868	event.Skip()
1869	#self._undo.Enable(True)
1870	self.save_current_state()
1871	event = PageInfoEvent(page = self)
1872	wx.PostEvent(self.parent, event)
1873
1874	def _is_changed_pinhole(self):
1875	"""
1876	check if any of pinhole smear is changed
1877
1878	:return: True or False
1879
1880	"""
1881	# get the values
1882	pin_min = self.smear_pinhole_min.GetValue()
1883	pin_max = self.smear_pinhole_max.GetValue()
1884
1885	# Check changes in slit width
1886	try:
1887	dx_min = float(pin_min)
1888	except:
1889	return True
1890	if self.dx_min != dx_min:
1891	return True
1892
1893	# Check changes in slit heigth
1894	try:
1895	dx_max = float(pin_max)
1896	except:
1897	return True
1898	if self.dx_max != dx_max:
1899	return True
1900	return False
1901
1902	def _set_pinhole_smear(self):
1903	"""
1904	Set custom pinhole smear
1905
1906	:return: msg
1907
1908	"""
1909	# copy data
1910	data = copy.deepcopy(self.data)
1911	if self._is_2D():
1912	self.smear_type = 'Pinhole2d'
1913	len_data = len(data.data)
1914	data.dqx_data = numpy.zeros(len_data)
1915	data.dqy_data = numpy.zeros(len_data)
1916	else:
1917	self.smear_type = 'Pinhole'
1918	len_data = len(data.x)
1919	data.dx = numpy.zeros(len_data)
1920	data.dxl = None
1921	data.dxw = None
1922	msg = None
1923
1924	get_pin_min = self.smear_pinhole_min
1925	get_pin_max = self.smear_pinhole_max
1926
1927	if not check_float(get_pin_min):
1928	get_pin_min.SetBackgroundColour("pink")
1929	msg= "Model Error:wrong value entered!!!"
1930	elif not check_float(get_pin_max ):
1931	get_pin_max.SetBackgroundColour("pink")
1932	msg= "Model Error:wrong value entered!!!"
1933	else:
1934	if len_data < 2: len_data = 2
1935	self.dx_min = float(get_pin_min.GetValue())
1936	self.dx_max = float(get_pin_max.GetValue())
1937	if self.dx_min < 0:
1938	get_pin_min.SetBackgroundColour("pink")
1939	msg= "Model Error:This value can not be negative!!!"
1940	elif self.dx_max <0:
1941	get_pin_max.SetBackgroundColour("pink")
1942	msg= "Model Error:This value can not be negative!!!"
1943	elif self.dx_min != None and self.dx_max != None:
1944	if self._is_2D():
1945	data.dqx_data[data.dqx_data==0] = self.dx_min
1946	data.dqy_data[data.dqy_data==0] = self.dx_max
1947	elif self.dx_min == self.dx_max:
1948	data.dx[data.dx==0] = self.dx_min
1949	else:
1950	step = (self.dx_max - self.dx_min)/(len_data-1)
1951	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
1952	step)
1953	elif self.dx_min != None:
1954	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
1955	else: data.dx[data.dx==0] = self.dx_min
1956	elif self.dx_max != None:
1957	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
1958	else: data.dx[data.dx==0] = self.dx_max
1959	self.current_smearer = smear_selection(data, self.model)
1960	# 2D need to set accuracy
1961	if self._is_2D():
1962	self.current_smearer.set_accuracy(accuracy = \
1963	self.smear2d_accuracy)
1964
1965	if msg != None:
1966	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1967	else:
1968	get_pin_min.SetBackgroundColour("white")
1969	get_pin_max.SetBackgroundColour("white")
1970	## set smearing value whether or not the data contain the smearing info
1971	self._manager.set_smearer(smearer=self.current_smearer,
1972	qmin=float(self.qmin_x),
1973	qmax= float(self.qmax_x),
1974	id=self.id)
1975	return msg
1976
1977	def update_pinhole_smear(self):
1978	"""
1979	called by kill_focus on pinhole TextCntrl
1980	to update the changes
1981
1982	:return: False when wrong value was entered
1983
1984	"""
1985	# msg default
1986	msg = None
1987	# check if any value is changed
1988	if self._is_changed_pinhole():
1989	msg = self._set_pinhole_smear()
1990	#self._undo.Enable(True)
1991	self.save_current_state()
1992
1993	if msg != None:
1994	return False
1995	else:
1996	return True
1997
1998	def onSlitSmear(self, event):
1999	"""
2000	Create a custom slit smear object that will change the way residuals
2001	are compute when fitting
2002	"""
2003
2004	#if self.check_invalid_panel():
2005	# return
2006
2007	if self.model ==None:
2008	self.disable_smearer.SetValue(True)
2009
2010	msg="Please select a Model first..."
2011	wx.MessageBox(msg, 'Info')
2012	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2013	"Smear: %s"%msg))
2014	return
2015
2016	# Need update param values
2017	self._update_paramv_on_fit()
2018
2019	# msg default
2020	msg = None
2021	# for event given
2022	if event != None:
2023	tcrtl= event.GetEventObject()
2024	# event case of radio button
2025	if tcrtl.GetValue():
2026	self.dxl = 0.0
2027	self.dxw = 0.0
2028	is_new_slit = True
2029	else:
2030	is_new_slit = self._is_changed_slit()
2031	else:
2032	is_new_slit = True
2033
2034	# if any value is changed
2035	if is_new_slit:
2036	msg = self._set_slit_smear()
2037
2038	# hide all silt sizer
2039	self._hide_all_smear_info()
2040	##Calculate chi2
2041	#self.compute_chisqr(smearer= self.current_smearer)
2042	# show relevant slit sizers
2043	self._show_smear_sizer()
2044	self.sizer_set_smearer.Layout()
2045	self.Layout()
2046
2047	if event != None:
2048	event.Skip()
2049	#self._undo.Enable(True)
2050	self.save_current_state()
2051	event = PageInfoEvent(page = self)
2052	wx.PostEvent(self.parent, event)
2053	if msg != None:
2054	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2055
2056	def _is_changed_slit(self):
2057	"""
2058	check if any of slit lengths is changed
2059
2060	:return: True or False
2061
2062	"""
2063	# get the values
2064	width = self.smear_slit_width.GetValue()
2065	height = self.smear_slit_height.GetValue()
2066
2067	# check and change the box bg color if it was pink
2068	# but it should be white now
2069	# because this is the case that _set_slit_smear() will not handle
2070	if height.lstrip().rstrip()=="":
2071	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2072	if width.lstrip().rstrip()=="":
2073	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2074
2075	# Check changes in slit width
2076	if width == "":
2077	dxw = 0.0
2078	else:
2079	try:
2080	dxw = float(width)
2081	except:
2082	return True
2083	if self.dxw != dxw:
2084	return True
2085
2086	# Check changes in slit heigth
2087	if height == "":
2088	dxl = 0.0
2089	else:
2090	try:
2091	dxl = float(height)
2092	except:
2093	return True
2094	if self.dxl != dxl:
2095	return True
2096
2097	return False
2098
2099	def _set_slit_smear(self):
2100	"""
2101	Set custom slit smear
2102
2103	:return: message to inform the user about the validity
2104	of the values entered for slit smear
2105	"""
2106	if self.data.__class__.__name__ == "Data2D":
2107	return
2108	temp_smearer = None
2109	# make sure once more if it is smearer
2110	data = copy.deepcopy(self.data)
2111	data_len = len(data.x)
2112	data.dx = None
2113	data.dxl = None
2114	data.dxw = None
2115	msg = None
2116
2117	try:
2118	self.dxl = float(self.smear_slit_height.GetValue())
2119	data.dxl = self.dxl* numpy.ones(data_len)
2120	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2121	except:
2122	data.dxl = numpy.zeros(data_len)
2123	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2124	self.smear_slit_height.SetBackgroundColour("pink")
2125	msg = "Wrong value entered... "
2126	else:
2127	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2128	try:
2129	self.dxw = float(self.smear_slit_width.GetValue())
2130	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2131	data.dxw = self.dxw* numpy.ones(data_len)
2132	except:
2133	data.dxw = numpy.zeros(data_len)
2134	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2135	self.smear_slit_width.SetBackgroundColour("pink")
2136	msg = "Wrong Fit value entered... "
2137	else:
2138	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2139
2140	self.current_smearer = smear_selection(data, self.model)
2141	#temp_smearer = self.current_smearer
2142	## set smearing value whether or not the data contain the smearing info
2143	self._manager.set_smearer(smearer=self.current_smearer,
2144	qmin=float(self.qmin_x),
2145	qmax= float(self.qmax_x),
2146	id=self.id)
2147	return msg
2148
2149	def update_slit_smear(self):
2150	"""
2151	called by kill_focus on pinhole TextCntrl
2152	to update the changes
2153
2154	:return: False when wrong value was entered
2155
2156	"""
2157	# msg default
2158	msg = None
2159	# check if any value is changed
2160	if self._is_changed_slit():
2161	msg = self._set_slit_smear()
2162	#self._undo.Enable(True)
2163	self.save_current_state()
2164
2165	if msg != None:
2166	return False
2167	else:
2168	return True
2169
2170	def onSmear(self, event):
2171	"""
2172	Create a smear object that will change the way residuals
2173	are compute when fitting
2174	"""
2175	if event != None:
2176	event.Skip()
2177	if self.data is None:
2178	return
2179
2180	if self.model == None:
2181	self.disable_smearer.SetValue(True)
2182	msg="Please select a Model first..."
2183	wx.MessageBox(msg, 'Info')
2184	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2185	"Smear: %s"%msg))
2186	return
2187
2188	# Need update param values
2189	self._update_paramv_on_fit()
2190
2191	temp_smearer = None
2192	self._get_smear_info()
2193
2194	#renew smear sizer
2195	if self.smear_type != None:
2196	self.smear_description_smear_type.SetValue(str(self.smear_type))
2197	self.smear_data_left.SetValue(str(self.dq_l))
2198	self.smear_data_right.SetValue(str(self.dq_r))
2199
2200	self._hide_all_smear_info()
2201
2202	data = copy.deepcopy(self.data)
2203	# make sure once more if it is smearer
2204	self.current_smearer = smear_selection(data, self.model)
2205
2206	if self.enable_smearer.GetValue():
2207	if hasattr(self.data,"dxl"):
2208
2209	msg= ": Resolution smearing parameters"
2210	if hasattr(self.data,"dxw"):
2211	msg= ": Slit smearing parameters"
2212	if self.smearer ==None:
2213	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2214	"Data contains no smearing information"))
2215	else:
2216	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2217	"Data contains smearing information"))
2218
2219	#self.smear_description_dqdata.Show(True)
2220	self.smear_data_left.Show(True)
2221	self.smear_data_right.Show(True)
2222	temp_smearer= self.current_smearer
2223	elif self.disable_smearer.GetValue():
2224	self.smear_description_none.Show(True)
2225
2226	self._show_smear_sizer()
2227
2228	self.sizer_set_smearer.Layout()
2229	self.Layout()
2230	## set smearing value whether or not the data contain the smearing info
2231	self._manager.set_smearer(id=self.id, smearer=temp_smearer, qmin= float(self.qmin_x),
2232	qmax= float(self.qmax_x), draw=True)
2233
2234	##Calculate chi2
2235	#self.compute_chisqr(smearer= temp_smearer)
2236
2237	self.state.enable_smearer= self.enable_smearer.GetValue()
2238	self.state.disable_smearer=self.disable_smearer.GetValue()
2239	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2240	self.state.slit_smearer = self.slit_smearer.GetValue()
2241
2242	def on_complete_chisqr(self, event):
2243	"""
2244	print result chisqr
2245
2246	:event: activated by fitting/ complete after draw
2247
2248	"""
2249	try:
2250	if event ==None:
2251	output= "-"
2252	else:
2253	output = event.output
2254	self.tcChi.SetValue(str(format_number(output)))
2255
2256	self.state.tcChi = self.tcChi.GetValue()
2257	except:
2258	pass
2259
2260
2261	def select_all_param(self,event):
2262	"""
2263	set to true or false all checkBox given the main checkbox value cb1
2264	"""
2265	self.param_toFit=[]
2266	if self.parameters !=[]:
2267	if self.cb1.GetValue():
2268	for item in self.parameters:
2269	## for data2D select all to fit
2270	if self.data.__class__.__name__=="Data2D":
2271	item[0].SetValue(True)
2272	self.param_toFit.append(item )
2273	else:
2274	## for 1D all parameters except orientation
2275	if not item in self.orientation_params:
2276	item[0].SetValue(True)
2277	self.param_toFit.append(item )
2278	#if len(self.fittable_param)>0:
2279	for item in self.fittable_param:
2280	if self.data.__class__.__name__=="Data2D":
2281	item[0].SetValue(True)
2282	self.param_toFit.append(item )
2283	else:
2284	## for 1D all parameters except orientation
2285	if not item in self.orientation_params_disp:
2286	item[0].SetValue(True)
2287	self.param_toFit.append(item )
2288	else:
2289	for item in self.parameters:
2290	item[0].SetValue(False)
2291	for item in self.fittable_param:
2292	item[0].SetValue(False)
2293	self.param_toFit=[]
2294
2295	self.save_current_state_fit()
2296
2297	if event !=None:
2298	#self._undo.Enable(True)
2299	## post state to fit panel
2300	event = PageInfoEvent(page = self)
2301	wx.PostEvent(self.parent, event)
2302
2303	def select_param(self,event):
2304	"""
2305	Select TextCtrl checked for fitting purpose and stores them
2306	in self.param_toFit=[] list
2307	"""
2308	self.param_toFit=[]
2309	for item in self.parameters:
2310	#Skip t ifhe angle parameters if 1D data
2311	if self.data.__class__.__name__ !="Data2D":
2312	if item in self.orientation_params:
2313	continue
2314	#Select parameters to fit for list of primary parameters
2315	if item[0].GetValue():
2316	if not (item in self.param_toFit):
2317	self.param_toFit.append(item )
2318	else:
2319	#remove parameters from the fitting list
2320	if item in self.param_toFit:
2321	self.param_toFit.remove(item)
2322
2323	#Select parameters to fit for list of fittable parameters
2324	# with dispersion
2325	for item in self.fittable_param:
2326	#Skip t ifhe angle parameters if 1D data
2327	if self.data.__class__.__name__ !="Data2D":
2328	if item in self.orientation_params:
2329	continue
2330	if item[0].GetValue():
2331	if not (item in self.param_toFit):
2332	self.param_toFit.append(item)
2333	else:
2334	#remove parameters from the fitting list
2335	if item in self.param_toFit:
2336	self.param_toFit.remove(item)
2337
2338	#Calculate num. of angle parameters
2339	if self.data.__class__.__name__ =="Data2D":
2340	len_orient_para = 0
2341	else:
2342	len_orient_para = len(self.orientation_params) #assume even len
2343	#Total num. of angle parameters
2344	if len(self.fittable_param) > 0:
2345	len_orient_para *= 2
2346	#Set the value of checkbox that selected every checkbox or not
2347	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2348	len(self.param_toFit):
2349	self.cb1.SetValue(True)
2350	else:
2351	self.cb1.SetValue(False)
2352	self.save_current_state_fit()
2353	if event !=None:
2354	#self._undo.Enable(True)
2355	## post state to fit panel
2356	event = PageInfoEvent(page = self)
2357	wx.PostEvent(self.parent, event)
2358
2359	def set_model_param_sizer(self, model):
2360	"""
2361	Build the panel from the model content
2362
2363	:param model: the model selected in combo box for fitting purpose
2364
2365	"""
2366	self.sizer3.Clear(True)
2367	self.parameters = []
2368	self.str_parameters = []
2369	self.param_toFit=[]
2370	self.fittable_param=[]
2371	self.fixed_param=[]
2372	self.orientation_params=[]
2373	self.orientation_params_disp=[]
2374
2375	if model ==None:
2376	self.sizer3.Layout()
2377	self.SetupScrolling()
2378	return
2379	## the panel is drawn using the current value of the fit engine
2380	if self.engine_type==None and self._manager !=None:
2381	self.engine_type= self._manager._return_engine_type()
2382
2383	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2384	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2385	sizer = wx.GridBagSizer(5,5)
2386	## save the current model
2387	self.model = model
2388
2389	keys = self.model.getParamList()
2390	#list of dispersion paramaters
2391	self.disp_list=self.model.getDispParamList()
2392
2393	def custom_compare(a,b):
2394	"""
2395	Custom compare to order, first by alphabets then second by number.
2396	"""
2397	# number at the last digit
2398	a_last = a[len(a)-1]
2399	b_last = b[len(b)-1]
2400	# default
2401	num_a = None
2402	num_b = None
2403	# split the names
2404	a2 = a.lower().split('_')
2405	b2 = b.lower().split('_')
2406	# check length of a2, b2
2407	len_a2 = len(a2)
2408	len_b2 = len(b2)
2409	# check if it contains a int number(<10)
2410	try:
2411	num_a = int(a_last)
2412	except: pass
2413	try:
2414	num_b = int(b_last)
2415	except: pass
2416	# Put 'scale' near the top; happens
2417	# when numbered param name exists
2418	if a == 'scale':
2419	return -1
2420	# both have a number
2421	if num_a != None and num_b != None:
2422	if num_a > num_b: return -1
2423	# same number
2424	elif num_a == num_b:
2425	# different last names
2426	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2427	return -cmp(a2[len_a2-1], b2[len_b2-1])
2428	else:
2429	return cmp(a, b)
2430	else: return 1
2431	# one of them has a number
2432	elif num_a != None: return 1
2433	elif num_b != None: return -1
2434	# no numbers
2435	else: return cmp(a.lower(), b.lower())
2436
2437
2438	keys.sort(custom_compare)
2439
2440	iy = 0
2441	ix = 0
2442	select_text = "Select All"
2443	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2444	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2445	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2446	#self.cb1.SetValue(True)
2447
2448	sizer.Add(self.cb1,(iy, ix),(1,1),\
2449	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2450	ix +=1
2451	self.text2_2 = wx.StaticText(self, -1, 'Values')
2452	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2453	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2454	ix +=2
2455	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2456	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2457	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2458	self.text2_3.Hide()
2459	ix +=1
2460	self.text2_min = wx.StaticText(self, -1, 'Min')
2461	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2462	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2463	self.text2_min.Hide()
2464	ix +=1
2465	self.text2_max = wx.StaticText(self, -1, 'Max')
2466	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2467	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2468	self.text2_max.Hide()
2469	ix += 1
2470	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2471	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2472	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2473	self.text2_4.Hide()
2474	if self.engine_type=="park":
2475	self.text2_max.Show(True)
2476	self.text2_min.Show(True)
2477
2478	for item in keys:
2479	if not item in self.disp_list and not item in \
2480	self.model.orientation_params:
2481
2482	##prepare a spot to store errors
2483	if not self.model.details.has_key(item):
2484	self.model.details [item] = ["",None,None]
2485
2486	iy += 1
2487	ix = 0
2488	if self.model.__class__ in \
2489	self.model_list_box["Multi-Functions"] \
2490	and item in self.model.non_fittable:
2491	non_fittable_name = wx.StaticText(self, -1, item )
2492	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2493	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2494	## add parameter value
2495	ix += 1
2496	value= self.model.getParam(item)
2497	if len(self.model.fun_list) > 0:
2498	num = item.split('_')[1][5:7]
2499	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2500	style=wx.CB_READONLY, name = '%s'% item)
2501	self._set_fun_box_list(fun_box)
2502	fun_box.SetSelection(0)
2503	#self.fun_box.SetToolTipString("A function
2504	# describing the interface")
2505	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2506	else:
2507	fun_box = self.ModelTextCtrl(self, -1,
2508	size=(_BOX_WIDTH,20),
2509	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2510	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2511	fun_box.SetValue(format_number(value))
2512	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2513	self.str_parameters.append([None,item, fun_box,
2514	None,None,None,None,None])
2515
2516
2517	else:
2518	## add parameters name with checkbox for selecting to fit
2519	cb = wx.CheckBox(self, -1, item )
2520	cb.SetToolTipString(" Check for fitting.")
2521	#cb.SetValue(True)
2522	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2523
2524	sizer.Add( cb,( iy, ix),(1,1),
2525	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2526
2527	## add parameter value
2528	ix += 1
2529	value= self.model.getParam(item)
2530	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2531	style=wx.TE_PROCESS_ENTER)
2532	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2533	ctl1.SetValue(format_number(value))
2534	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2535	## text to show error sign
2536	ix += 1
2537	text2=wx.StaticText(self, -1, '+/-')
2538	sizer.Add(text2,(iy, ix),(1,1),\
2539	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2540	text2.Hide()
2541	ix += 1
2542	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2543	sizer.Add(ctl2, (iy,ix),(1,1),
2544	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2545	ctl2.Hide()
2546
2547	ix += 1
2548	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2549	style=wx.TE_PROCESS_ENTER,
2550	text_enter_callback = self._onparamRangeEnter)
2551
2552	sizer.Add(ctl3, (iy,ix),(1,1),
2553	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2554	ctl3.Hide()
2555
2556	ix += 1
2557	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2558	style=wx.TE_PROCESS_ENTER,
2559	text_enter_callback = self._onparamRangeEnter)
2560	sizer.Add(ctl4, (iy,ix),(1,1),
2561	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2562
2563	ctl4.Hide()
2564
2565	if self.engine_type=="park":
2566	ctl3.Show(True)
2567	ctl4.Show(True)
2568	ix +=1
2569	# Units
2570	if self.model.details.has_key(item):
2571	units = wx.StaticText(self, -1,
2572	self.model.details[item][0], style=wx.ALIGN_LEFT)
2573	else:
2574	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2575	sizer.Add(units, (iy,ix),(1,1),
2576	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2577
2578	##[cb state, name, value, "+/-", error of fit, min, max , units]
2579	self.parameters.append([cb,item, ctl1,
2580	text2,ctl2, ctl3, ctl4,units])
2581
2582	iy+=1
2583	sizer.Add((10,10),(iy,ix),(1,1),
2584	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2585
2586	# type can be either Guassian or Array
2587	if len(self.model.dispersion.values())>0:
2588	type= self.model.dispersion.values()[0]["type"]
2589	else:
2590	type = "Gaussian"
2591
2592	iy += 1
2593	ix = 0
2594	#Add tile for orientational angle
2595	for item in keys:
2596	if item in self.model.orientation_params:
2597	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2598	sizer.Add(orient_angle,(iy, ix),(1,1),
2599	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2600	if not self.data.__class__.__name__ =="Data2D":
2601	orient_angle.Hide()
2602	else:
2603	orient_angle.Show(True)
2604	break
2605
2606	#For Gaussian only
2607	if type.lower() != "array":
2608	for item in self.model.orientation_params:
2609	if not item in self.disp_list:
2610	##prepare a spot to store min max
2611	if not self.model.details.has_key(item):
2612	self.model.details [item] = ["",None,None]
2613
2614	iy += 1
2615	ix = 0
2616	## add parameters name with checkbox for selecting to fit
2617	cb = wx.CheckBox(self, -1, item )
2618	cb.SetValue(False)
2619	cb.SetToolTipString("Check for fitting")
2620	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2621	if self.data.__class__.__name__ =="Data2D":
2622	cb.Show(True)
2623	else:
2624	cb.Hide()
2625	sizer.Add( cb,( iy, ix),(1,1),
2626	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2627
2628	## add parameter value
2629	ix += 1
2630	value= self.model.getParam(item)
2631	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2632	style=wx.TE_PROCESS_ENTER)
2633	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2634	ctl1.SetValue(format_number(value))
2635	if self.data.__class__.__name__ =="Data2D":
2636	ctl1.Show(True)
2637	else:
2638	ctl1.Hide()
2639	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2640	## text to show error sign
2641	ix += 1
2642	text2=wx.StaticText(self, -1, '+/-')
2643	sizer.Add(text2,(iy, ix),(1,1),\
2644	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2645	text2.Hide()
2646	ix += 1
2647	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2648	sizer.Add(ctl2, (iy,ix),(1,1),
2649	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2650	ctl2.Hide()
2651
2652
2653	ix += 1
2654	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2655	style=wx.TE_PROCESS_ENTER,
2656	text_enter_callback = self._onparamRangeEnter)
2657
2658	sizer.Add(ctl3, (iy,ix),(1,1),
2659	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2660	ctl3.Hide()
2661
2662	ix += 1
2663	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2664	style=wx.TE_PROCESS_ENTER,
2665	text_enter_callback = self._onparamRangeEnter)
2666	sizer.Add(ctl4, (iy,ix),(1,1),
2667	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2668
2669	ctl4.Hide()
2670
2671	if self.engine_type =="park" and \
2672	self.data.__class__.__name__ =="Data2D":
2673	ctl3.Show(True)
2674	ctl4.Show(True)
2675
2676	ix +=1
2677	# Units
2678	if self.model.details.has_key(item):
2679	units = wx.StaticText(self, -1,
2680	self.model.details[item][0],
2681	style=wx.ALIGN_LEFT)
2682	else:
2683	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2684	if self.data.__class__.__name__ =="Data2D":
2685	units.Show(True)
2686
2687	else:
2688	units.Hide()
2689
2690	sizer.Add(units, (iy,ix),(1,1),
2691	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2692
2693	##[cb state, name, value, "+/-", error of fit,min,max,units]
2694	self.parameters.append([cb,item, ctl1,
2695	text2,ctl2, ctl3, ctl4,units])
2696	self.orientation_params.append([cb,item, ctl1,
2697	text2,ctl2, ctl3, ctl4,units])
2698
2699	iy+=1
2700
2701	#Display units text on panel
2702	for item in keys:
2703	if self.model.details.has_key(item):
2704	self.text2_4.Show()
2705	#Fill the list of fittable parameters
2706	self.select_all_param(event=None)
2707
2708	self.save_current_state_fit()
2709	boxsizer1.Add(sizer)
2710	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2711	self.sizer3.Layout()
2712	self.Layout()
2713	self.Refresh()
2714
2715	def _onModel2D(self, event):
2716	"""
2717	toggle view of model from 1D to 2D or 2D from 1D
2718	"""
2719	if self.model_view.GetLabelText() == "Switch to 2D":
2720	self.model_view.SetLabel("Switch to 1D")
2721	self.enable2D = True
2722	else:
2723	self.model_view.SetLabel("Switch to 2D")
2724	self.enable2D = False
2725	self._draw_model()
2726
2727	class BGTextCtrl(wx.TextCtrl):
2728	"""
2729	Text control used to display outputs.
2730	No editing allowed. The background is
2731	grayed out. User can't select text.
2732	"""
2733	def __init__(self, args, *kwds):
2734	wx.TextCtrl.__init__(self, args, *kwds)
2735	self.SetEditable(False)
2736	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
2737
2738	# Bind to mouse event to avoid text highlighting
2739	# The event will be skipped once the call-back
2740	# is called.
2741	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2742
2743	def _click(self, event):
2744	"""
2745	Prevent further handling of the mouse event
2746	by not calling Skip().
2747	"""
2748	pass
2749

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ 02775ab8

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