fitpage.py @ 883e5f5

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 883e5f5 was 6bbeacd4, checked in by Gervaise Alina <gervyh@…>, 14 years ago
remove other type of data
Property mode set to `100644`
File size: 111.5 KB

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2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	from DataLoader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.utils import format_number,check_float
14
15
16
17	## event to know the selected fit engine
18	(FitterTypeEvent, EVT_FITTER_TYPE) = wx.lib.newevent.NewEvent()
19	(FitStopEvent, EVT_FIT_STOP) = wx.lib.newevent.NewEvent()
20	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
21	_BOX_WIDTH = 76
22	_DATA_BOX_WIDTH = 300
23	SMEAR_SIZE_L = 0.005
24	SMEAR_SIZE_H = 0.006
25
26	import basepage
27	from basepage import BasicPage
28	from basepage import PageInfoEvent
29	from DataLoader.qsmearing import smear_selection
30
31	class FitPage(BasicPage):
32	"""
33	FitPanel class contains fields allowing to display results when
34	fitting a model and one data
35
36	:note: For Fit to be performed the user should check at least one parameter
37	on fit Panel window.
38	"""
39
40	def __init__(self,parent, color='rand'):
41	"""
42	Initialization of the Panel
43	"""
44	BasicPage.__init__(self, parent, color=color)
45
46	## draw sizer
47	self._fill_datainfo_sizer()
48	# get smear info from data
49	self._get_smear_info()
50	self._fill_model_sizer( self.sizer1)
51	self._get_defult_custom_smear()
52	self._fill_range_sizer()
53	self._set_smear(self.data)
54	## to update the panel according to the fit engine type selected
55	self.Bind(EVT_FITTER_TYPE,self._on_engine_change)
56	self.Bind(EVT_FIT_STOP,self._on_fit_complete)
57	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60
61	def _on_fit_complete(self, event):
62	"""
63	When fit is complete ,reset the fit button label.
64	"""
65	#self.btFit.SetLabel("Fit")
66	#self.btFit.Unbind(event=wx.EVT_BUTTON, id=self.btFit.GetId())
67	#self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,id=self.btFit.GetId())
68	pass
69
70	def _is_2D(self):
71	"""
72	Check if data_name is Data2D
73
74	:return: True or False
75
76	"""
77
78	if self.data.__class__.__name__ =="Data2D":
79	return True
80	return False
81
82	def _on_engine_change(self, event):
83	"""
84	get an event containing the current name of the fit engine type
85
86	:param event: FitterTypeEvent containing the name of the current engine
87
88	"""
89	self.engine_type = event.type
90	self.state.engine_type = self.engine_type
91	if len(self.parameters)==0:
92	self.Layout()
93	return
94	if event.type =="park":
95	self.btFit.SetLabel("Fit")
96
97	for item in self.parameters:
98	if event.type =="scipy" :
99	item[5].SetValue("")
100	item[5].Hide()
101	item[6].SetValue("")
102	item[6].Hide()
103	self.text2_min.Hide()
104	self.text2_max.Hide()
105
106	else:
107	item[5].Show(True)
108	item[6].Show(True)
109	self.text2_min.Show(True)
110	self.text2_max.Show(True)
111	for item in self.fittable_param:
112	if item[5]!=None and item[6]!=None and not item in self.orientation_params_disp:
113	if event.type =="scipy" and not item in self.orientation_params:
114	item[5].SetValue("")
115	item[5].Hide()
116	item[6].SetValue("")
117	item[6].Hide()
118	self.text2_min.Hide()
119	self.text2_max.Hide()
120	self.text_disp_min.Hide()
121	self.text_disp_max.Hide()
122	else:
123	item[5].Show(True)
124	item[6].Show(True)
125	self.text2_min.Show(True)
126	self.text2_max.Show(True)
127	self.text_disp_min.Show(True)
128	self.text_disp_max.Show(True)
129
130	for item in self.orientation_params:
131	if item[5]!=None and item[6]!=None:
132	if event.type =="scipy" or self.data.__class__.__name__ !="Data2D":
133	item[5].SetValue("")
134	item[5].Hide()
135	item[6].SetValue("")
136	item[6].Hide()
137	else:
138	item[5].Show(True)
139	item[6].Show(True)
140
141	for item in self.orientation_params_disp:
142	if item[5]!=None and item[6]!=None:
143	if event.type =="scipy" or self.data.__class__.__name__ !="Data2D":
144	item[5].SetValue("")
145	item[5].Hide()
146	item[6].SetValue("")
147	item[6].Hide()
148	else:
149	item[5].Show(True)
150	item[6].Show(True)
151	self.Layout()
152	self.Refresh()
153
154
155
156	def _fill_range_sizer(self):
157	"""
158	Fill the sizer containing the plotting range
159	add access to npts
160	"""
161	is_2Ddata = False
162
163	# Check if data is 2D
164	if self.data.__class__.__name__ == 'Data2D':
165	is_2Ddata = True
166
167	title = "Fitting"
168	#smear messages & titles
169	smear_message_none = "No smearing is selected..."
170	smear_message_dqdata = "The dQ data is being used for smearing..."
171	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
172	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
173	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
174	smear_message_2d_x_title = "<dQx>[1/A]:"
175	smear_message_2d_y_title = "<dQy>[1/A]:"
176	smear_message_pinhole_min_title = "dQ_low[1/A]:"
177	smear_message_pinhole_max_title = "dQ_high[1/A]:"
178	smear_message_slit_height_title = "Slit height[1/A]:"
179	smear_message_slit_width_title = "Slit width[1/A]:"
180
181	self._get_smear_info()
182
183	#Sizers
184	box_description_range = wx.StaticBox(self, -1,str(title))
185	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
186	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
187	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
188	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
189	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
190	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
191	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
192	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
193	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
194	sizer_fit = wx.GridSizer(2, 4,2,6)
195
196	# combobox for smear2d accuracy selection
197	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
198	self._set_accuracy_list()
199	self.smear_accuracy.SetValue(self.smear2d_accuracy)
200	self.smear_accuracy.SetSelection(0)
201	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
202
203	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
204
205	#Fit button
206	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
207	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
208	self.btFit.SetToolTipString("Start fitting.")
209
210	#textcntrl for custom resolution
211	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
212	text_enter_callback = self.onPinholeSmear)
213	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
214	text_enter_callback = self.onPinholeSmear)
215	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
216	text_enter_callback = self.onSlitSmear)
217	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
218	text_enter_callback = self.onSlitSmear)
219
220	## smear
221	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
222	self.smear_data_left.SetValue(str(self.dq_l))
223	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
224	self.smear_data_right.SetValue(str(self.dq_r))
225
226	#set default values for smear
227	self.smear_pinhole_max.SetValue(str(self.dx_max))
228	self.smear_pinhole_min.SetValue(str(self.dx_min))
229	self.smear_slit_height.SetValue(str(self.dxl))
230	self.smear_slit_width.SetValue(str(self.dxw))
231
232	#Filling the sizer containing instruments smearing info.
233	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
234	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
235	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
236	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
237	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
238	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
239	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
240	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
241	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
242	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
243	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
244	self.disable_smearer.SetValue(True)
245
246	# add 4 types of smearing to the sizer
247	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
248	sizer_smearer.Add((10,10))
249	sizer_smearer.Add( self.enable_smearer)
250	sizer_smearer.Add((10,10))
251	sizer_smearer.Add( self.pinhole_smearer )
252	sizer_smearer.Add((10,10))
253	sizer_smearer.Add( self.slit_smearer )
254	sizer_smearer.Add((10,10))
255
256	# StaticText for chi2, N(for fitting), Npts
257	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
258	self.tcChi.SetToolTipString("Chi2/Npts")
259	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
260	self.Npts_fit.SetToolTipString(" Npts : number of points selected for fitting")
261	self.Npts_total = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
262	self.Npts_total.SetToolTipString(" Total Npts : total number of data points")
263	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
264	box_description_2= wx.StaticText(self, -1,'Fitted Npts')
265	box_description_3= wx.StaticText(self, -1,'Data Npts')
266	box_description_4= wx.StaticText(self, -1,' ')
267
268
269	sizer_fit.Add(box_description_1,0,0)
270	sizer_fit.Add(box_description_2,0,0)
271	sizer_fit.Add(box_description_3,0,0)
272	sizer_fit.Add(box_description_4,0,0)
273	sizer_fit.Add(self.tcChi,0,0)
274	sizer_fit.Add(self.Npts_fit ,0,0)
275	sizer_fit.Add(self.Npts_total,0,0)
276	sizer_fit.Add(self.btFit,0,0)
277
278	# StaticText for smear
279	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
280	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
281	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
282	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
283	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
284	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
285	self.smear_description_smear_type.SetValue(str(self.dq_l))
286	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
287	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
288	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
289	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
290	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
291	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
292	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
293	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
294	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
295	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
296
297	#arrange sizers
298	#boxsizer1.Add( self.tcChi )
299	self.sizer_set_smearer.Add(sizer_smearer )
300	self.sizer_set_smearer.Add((10,10))
301	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
302	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
303	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
304	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
305	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
306	self.sizer_new_smear.Add( self.smear_accuracy )
307	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
308	self.sizer_new_smear.Add((15,-1))
309	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
310	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
311	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
312
313	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
314	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
315	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
316	self.sizer_new_smear.Add((20,-1))
317	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
318	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
319	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
320
321	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
322	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
323	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
324
325	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
326	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
327	self.sizer_set_smearer.Add((5,2))
328	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
329
330	# add all to chi2 sizer
331	sizer_smearer_box.Add(self.sizer_set_smearer)
332	sizer_chi2.Add(sizer_smearer_box)
333	sizer_chi2.Add((-1,5))
334
335	# hide all smear messages and textctrl
336	self._hide_all_smear_info()
337
338	# get smear_selection
339	self.current_smearer= smear_selection( self.data, self.model )
340
341	# Show only the relevant smear messages, etc
342	if self.current_smearer == None:
343	if not is_2Ddata:
344	self.smear_description_none.Show(True)
345	self.enable_smearer.Disable()
346	else:
347	self.smear_description_none.Show(True)
348	#self.smear_description_2d.Show(True)
349	#self.pinhole_smearer.Disable()
350	self.slit_smearer.Disable()
351	#self.enable_smearer.Disable()
352	else: self._show_smear_sizer()
353	boxsizer_range.Add(self.sizer_set_masking)
354	#2D data? default
355	is_2Ddata = False
356
357	#check if it is 2D data
358	if self.data.__class__.__name__ == 'Data2D':
359	is_2Ddata = True
360
361	self.sizer5.Clear(True)
362
363	self.qmin_tcrl = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
364	style=wx.TE_PROCESS_ENTER,
365	text_enter_callback = self._onQrangeEnter)
366	self.qmin_tcrl.SetValue(str(self.qmin_x))
367	self.qmin_tcrl.SetToolTipString("Minimun value of Q in linear scale.")
368
369	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
370	style=wx.TE_PROCESS_ENTER,
371	text_enter_callback=self._onQrangeEnter)
372	self.qmax.SetValue(str(self.qmax_x))
373	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
374
375	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
376	style=wx.TE_PROCESS_ENTER,
377	text_enter_callback=self._onQrangeEnter)
378	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
379	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
380	id = wx.NewId()
381	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
382
383	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
384	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
385
386	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
387	sizer= wx.GridSizer(2, 5,0, 0)
388
389	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
390	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
391	self.btEditMask.SetToolTipString("Edit Mask.")
392	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
393
394	sizer.Add(wx.StaticText(self, -1, 'Q range'))
395	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
396	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
397	sizer.Add(wx.StaticText(self, -1, ' Theory Npts'))
398	sizer.Add(self.EditMask_title)
399	sizer.Add(self.reset_qrange)
400	sizer.Add(self.qmin_tcrl)
401	sizer.Add(self.qmax)
402	sizer.Add(self.theory_npts_tcrtl)
403	sizer.Add(self.btEditMask)
404	boxsizer_range.Add(sizer_chi2)
405	boxsizer_range.Add((10,10))
406	boxsizer_range.Add(sizer)
407
408	boxsizer_range.Add((10,15))
409	boxsizer_range.Add(sizer_fit)
410	if is_2Ddata:
411	self.btEditMask.Enable()
412	self.EditMask_title.Enable()
413	else:
414	self.btEditMask.Disable()
415	self.EditMask_title.Disable()
416	## save state
417	self.save_current_state()
418	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
419	self.sizer5.Layout()
420
421	def _fill_datainfo_sizer(self):
422	"""
423	fill sizer 0 with data info
424	"""
425	## no loaded data , don't fill the sizer
426	if self.data is None:
427	data_min = ""
428	data_max = ""
429	data_name = ""
430	else:
431	data_name = self.data.name
432	#set maximum range for x in linear scale
433	if not hasattr(self.data,"data"): #Display only for 1D data fit
434	# Minimum value of data
435	data_min = min(self.data.x)
436	# Maximum value of data
437	data_max = max(self.data.x)
438	else:
439	## Minimum value of data
440	data_min = 0
441	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
442	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
443	## Maximum value of data
444	data_max = math.sqrt(xx + yy)
445	## set q range to plot
446	self.qmin_x = data_min
447	self.qmax_x = data_max
448	box_description= wx.StaticBox(self, -1, 'Data')
449	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
450	#----------------------------------------------------------
451	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
452	#Filling the sizer containing data related fields
453	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
454	self.dataSource = BGTextCtrl(self, -1)
455	self.dataSource.SetValue(str(data_name))
456	#self.dataSource.SetEditable(False)
457	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
458	sizer_data.Add(wx.StaticText(self, -1, 'Source Name : '))
459	sizer_data.Add(self.dataSource )
460	sizer_data.Add( (0,5) )
461
462	#---------sizer 2 draw--------------------------------
463	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
464	style=wx.ALIGN_LEFT)
465	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
466	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
467	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
468	self.minimum_q.SetValue(str(data_min))
469	#self.minimum_q.SetEditable(False)
470	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
471	self.maximum_q.SetValue(str(data_max))
472	#self.maximum_q.SetEditable(False)
473	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
474	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
475	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
476	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
477
478
479
480	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
481	boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
482	#------------------------------------------------------------
483	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
484	self.sizer0.Layout()
485
486	def _fill_model_sizer(self, sizer):
487	"""
488	fill sizer containing model info
489	"""
490	##Add model function Details button in fitpanel.
491	##The following 3 lines are for Mac. Let JHC know before modifying...
492	title = "Model"
493	box_description= wx.StaticBox(self, -1,str(title))
494	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
495
496	id = wx.NewId()
497	self.model_help =wx.Button(self,id,'Details', size=(80,23))
498	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
499	self.model_help.SetToolTipString("Model Function Help")
500
501	## class base method to add view 2d button
502	self._set_model_sizer(sizer=sizer, box_sizer=boxsizer1,
503	title="Model",object=self.model_help )
504
505	def _set_sizer_dispersion(self, dispersity):
506	"""
507	draw sizer with gaussian dispersity parameters
508	"""
509	self.fittable_param=[]
510	self.fixed_param=[]
511	self.orientation_params_disp=[]
512
513	self.sizer4_4.Clear(True)
514	if self.model==None:
515	##no model is selected
516	return
517	if not self.enable_disp.GetValue():
518	## the user didn't select dispersity display
519	return
520
521	self._reset_dispersity()
522
523	# Create the dispersion objects
524	for item in self.model.dispersion.keys():
525	#disp_model = GaussianDispersion()
526	disp_model = dispersity()
527	self._disp_obj_dict[item] = disp_model
528	self.model.set_dispersion(item, disp_model)
529	self.state._disp_obj_dict[item]= disp_model
530
531
532	ix=0
533	iy=1
534	disp = wx.StaticText(self, -1, ' ')
535	self.sizer4_4.Add(disp,( iy, ix),(1,1),
536	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
537	ix += 1
538	values = wx.StaticText(self, -1, 'PD[ratio] ')
539	polytext = "Polydispersity (= STD/mean); "
540	polytext += "the standard deviation over the mean value."
541	values.SetToolTipString(polytext)
542
543	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
544	0)
545	ix +=2
546	self.text_disp_1 = wx.StaticText(self, -1, '')
547	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
548	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
549	self.text_disp_1.Hide()
550
551
552	ix +=1
553	self.text_disp_min = wx.StaticText(self, -1, 'Min')
554	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
555	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
556	self.text_disp_min.Hide()
557	ix +=1
558	self.text_disp_max = wx.StaticText(self, -1, 'Max')
559	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
560	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
561	self.text_disp_max.Hide()
562
563
564	ix += 1
565	npts = wx.StaticText(self, -1, 'Npts')
566	npts.SetToolTipString("Number of sampling points for the numerical\n\
567	integration over the distribution function.")
568	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
569	ix += 1
570	nsigmas = wx.StaticText(self, -1, 'Nsigmas')
571	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
572	of the distribution function will be used for weighting. \n\
573	The value '3' covers 99.5% for Gaussian distribution \n\
574	function. Note: Not recommended to change this value.")
575	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
576	0)
577
578	if self.engine_type=="park":
579	self.text_disp_max.Show(True)
580	self.text_disp_min.Show(True)
581
582	for item in self.model.dispersion.keys():
583	if not item in self.model.orientation_params:
584	if not self.disp_cb_dict.has_key(item):
585	self.disp_cb_dict[item]= None
586	name0="Distribution of " + item
587	name1=item+".width"
588	name2=item+".npts"
589	name3=item+".nsigmas"
590	if not self.model.details.has_key(name1):
591	self.model.details [name1] = ["",None,None]
592
593	iy += 1
594	for p in self.model.dispersion[item].keys():
595
596	if p=="width":
597	ix = 0
598	cb = wx.CheckBox(self, -1, name0, (10, 10))
599	cb.SetToolTipString("Check for fitting")
600	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
601	self.sizer4_4.Add( cb,( iy, ix),(1,1),
602	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
603	15)
604	ix = 1
605	value= self.model.getParam(name1)
606	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20)
607	,style=wx.TE_PROCESS_ENTER)
608	ctl1.SetLabel('PD[ratio]')
609	poly_text = "Polydispersity (STD/mean) of %s\n" % item
610	poly_text += "STD: the standard deviation"
611	poly_text += " from the mean value."
612	ctl1.SetToolTipString(poly_text)
613	ctl1.SetValue(str (format_number(value)))
614	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
615	## text to show error sign
616	ix = 2
617	text2=wx.StaticText(self, -1, '+/-')
618	self.sizer4_4.Add(text2,(iy, ix),(1,1),
619	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
620	text2.Hide()
621
622	ix = 3
623	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20),
624	style=0)
625
626	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
627	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
628
629	ctl2.Hide()
630
631	ix = 4
632	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
633	20), style=wx.TE_PROCESS_ENTER,
634	text_enter_callback = self._onparamRangeEnter)
635
636	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
637	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
638	ctl3.Hide()
639
640	ix = 5
641	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
642	20), style=wx.TE_PROCESS_ENTER,
643	text_enter_callback = self._onparamRangeEnter)
644
645	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
646	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
647
648	ctl4.Hide()
649
650	if self.engine_type=="park":
651	ctl3.Show(True)
652	ctl4.Show(True)
653
654	self.fittable_param.append([cb,name1,ctl1,text2,
655	ctl2, ctl3, ctl4,None])
656
657	elif p=="npts":
658	ix = 6
659	value= self.model.getParam(name2)
660	Tctl = self.ModelTextCtrl(self, -1,
661	size=(_BOX_WIDTH/2,20),
662	style=wx.TE_PROCESS_ENTER)
663
664	Tctl.SetValue(str (format_number(value)))
665	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
666	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
667	self.fixed_param.append([None,name2, Tctl,None,None,
668	None, None,None])
669	elif p=="nsigmas":
670	ix = 7
671	value= self.model.getParam(name3)
672	Tct2 = self.ModelTextCtrl(self, -1,
673	size=(_BOX_WIDTH/2,20),
674	style=wx.TE_PROCESS_ENTER)
675
676	Tct2.SetValue(str (format_number(value)))
677	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
678	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
679	ix +=1
680	self.sizer4_4.Add((20,20), (iy,ix),(1,1),
681	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
682
683	self.fixed_param.append([None,name3, Tct2
684	,None,None,None,
685	None,None])
686
687	ix =0
688	iy +=1
689	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
690	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
691	first_orient = True
692	for item in self.model.dispersion.keys():
693	if item in self.model.orientation_params:
694	if not self.disp_cb_dict.has_key(item):
695	self.disp_cb_dict[item]= None
696	name0="Distribution of " + item
697	name1=item+".width"
698	name2=item+".npts"
699	name3=item+".nsigmas"
700
701	if not self.model.details.has_key(name1):
702	self.model.details [name1] = ["",None,None]
703
704
705	iy += 1
706	for p in self.model.dispersion[item].keys():
707
708	if p=="width":
709	ix = 0
710	cb = wx.CheckBox(self, -1, name0, (10, 10))
711	cb.SetToolTipString("Check for fitting")
712	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
713	self.sizer4_4.Add( cb,( iy, ix),(1,1),
714	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
715	15)
716	if self.data.__class__.__name__ =="Data2D":
717	cb.Show(True)
718	elif cb.IsShown():
719	cb.Hide()
720	ix = 1
721	value= self.model.getParam(name1)
722	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,
723	20),style=wx.TE_PROCESS_ENTER)
724	poly_tip = "Absolute Sigma for %s." % item
725	ctl1.SetToolTipString(poly_tip)
726	ctl1.SetValue(str (format_number(value)))
727	if self.data.__class__.__name__ =="Data2D":
728	if first_orient:
729	values.SetLabel('PD[ratio], Sig[deg]')
730	poly_text = "PD(polydispersity for lengths):\n"
731	poly_text += "It should be a value between"
732	poly_text += "0 and 1\n"
733	poly_text += "Sigma for angles: \n"
734	poly_text += "It is the STD (ratio*mean)"
735	poly_text += " of the distribution.\n "
736
737	values.SetToolTipString(poly_text)
738	first_orient = False
739	ctl1.Show(True)
740	elif ctl1.IsShown():
741	ctl1.Hide()
742
743	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
744	## text to show error sign
745	ix = 2
746	text2=wx.StaticText(self, -1, '+/-')
747	self.sizer4_4.Add(text2,(iy, ix),(1,1),
748	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
749	text2.Hide()
750
751	ix = 3
752	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20),
753	style=0)
754
755	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
756	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
757	ctl2.Hide()
758
759	ix = 4
760	ctl3 = self.ModelTextCtrl(self, -1,
761	size=(_BOX_WIDTH/2,20),
762	style=wx.TE_PROCESS_ENTER,
763	text_enter_callback = self._onparamRangeEnter)
764
765	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
766	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
767
768	ctl3.Hide()
769
770	ix = 5
771	ctl4 = self.ModelTextCtrl(self, -1,
772	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
773	text_enter_callback = self._onparamRangeEnter)
774	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
775	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
776	ctl4.Hide()
777	#if self.data.__class__.__name__ =="Data2D":
778	#ctl4.Enable(True)
779	#elif ctl4.Shown():
780	#ctl4.Hide()
781
782	if self.engine_type=="park" and \
783	self.data.__class__.__name__ =="Data2D":
784	ctl3.Show(True)
785	ctl4.Show(True)
786
787
788
789
790	self.fittable_param.append([cb,name1,ctl1,text2,
791	ctl2, ctl3, ctl4,None])
792	self.orientation_params_disp.append([cb,name1,ctl1,
793	text2, ctl2, ctl3, ctl4,None])
794	elif p=="npts":
795	ix = 6
796	value= self.model.getParam(name2)
797	Tctl = self.ModelTextCtrl(self, -1,
798	size=(_BOX_WIDTH/2,20),
799	style=wx.TE_PROCESS_ENTER)
800
801	Tctl.SetValue(str (format_number(value)))
802	if self.data.__class__.__name__ =="Data2D":
803	Tctl.Show(True)
804	else:
805	Tctl.Hide()
806	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
807	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
808	self.fixed_param.append([None,name2, Tctl,None,None,
809	None, None,None])
810	self.orientation_params_disp.append([None,name2,
811	Tctl,None,None,
812	None, None,None])
813	elif p=="nsigmas":
814	ix = 7
815	value= self.model.getParam(name3)
816	Tct2 = self.ModelTextCtrl(self, -1,
817	size=(_BOX_WIDTH/2,20),
818	style=wx.TE_PROCESS_ENTER)
819
820	Tct2.SetValue(str (format_number(value)))
821	if self.data.__class__.__name__ =="Data2D":
822	Tct2.Show(True)
823	else:
824	Tct2.Hide()
825	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
826	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
827	ix +=1
828
829	self.fixed_param.append([None,name3, Tct2
830	,None,None, None, None,None])
831
832	self.orientation_params_disp.append([None,name3,
833	Tct2 ,None,None, None, None,None])
834
835	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
836
837	self.state.model = self.model.clone()
838	## save state into
839	self.state.cb1 = self.cb1.GetValue()
840	self._copy_parameters_state(self.parameters, self.state.parameters)
841	self._copy_parameters_state(self.orientation_params_disp,
842	self.state.orientation_params_disp)
843	self._copy_parameters_state(self.fittable_param,
844	self.state.fittable_param)
845	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
846
847
848	wx.PostEvent(self.parent, StatusEvent(status=\
849	" Selected Distribution: Gaussian"))
850	#Fill the list of fittable parameters
851	self.select_all_param(event=None)
852
853	self.Layout()
854
855	def _onFit(self, event):
856	"""
857	Allow to fit
858	"""
859	#make sure all parameter values are updated.
860	#if self.check_invalid_panel():
861	# return
862	if self.model ==None:
863	msg="Please select a Model first..."
864	wx.MessageBox(msg, 'Info')
865	wx.PostEvent(self._manager.parent, StatusEvent(status=\
866	"Fit: %s"%msg))
867	return
868
869	flag = self._update_paramv_on_fit()
870
871	if not flag:
872	msg= "Fitting range or parameters are invalid"
873	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
874	return
875
876	if len(self.param_toFit) <= 0:
877	msg= "Select at least one parameter to fit"
878	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
879	return
880
881	self.select_param(event =None)
882
883	#Clear errors if exist from previous fitting
884	#self._clear_Err_on_Fit()
885
886	# Remove or do not allow fitting on the Q=0 point, especially
887	# when y(q=0)=None at x[0].
888	self.qmin_x = float(self.qmin_tcrl.GetValue())
889	self.qmax_x = float( self.qmax.GetValue())
890	self._manager._reset_schedule_problem(id=self.id, value=0)
891	self._manager.schedule_for_fit(id=id,value=1,page=self,fitproblem =None)
892	self._manager.set_fit_range(id=self.id,qmin= self.qmin_x,
893	qmax= self.qmax_x)
894
895	#single fit
896	self._manager.onFit()
897	## allow stopping the fit
898	#if self.engine_type=="scipy":
899	# self.btFit.SetLabel("Stop")
900	# self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
901	# self.btFit.Bind(event= wx.EVT_BUTTON,
902	# handler=self._StopFit, id=self.btFit.GetId())
903	#else:
904	# self.btFit.SetLabel("Fit")
905	# self.btFit.Bind(event= wx.EVT_BUTTON,
906	# handler=self._onFit, id=self.btFit.GetId())
907
908	def _StopFit(self, event):
909	"""
910	Stop fit
911	"""
912	self.btFit.SetLabel("Fit")
913	if self.engine_type=="scipy":
914	self._manager.stop_fit()
915	self.btFit.Unbind(event=wx.EVT_BUTTON, id=self.btFit.GetId())
916	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
917	id=self.btFit.GetId())
918
919
920	def _on_select_model(self, event=None):
921	"""
922	call back for model selection
923	"""
924	self._on_select_model_helper()
925	self.set_model_param_sizer(self.model)
926
927	if self.model is None:
928	self._set_bookmark_flag(False)
929	self._set_save_flag(False)
930	self.enable_disp.SetValue(False)
931	self.disable_disp.SetValue(True)
932	try:
933	self.set_dispers_sizer()
934	except:
935	pass
936	self.btFit.SetFocus()
937	self.state.enable_disp = self.enable_disp.GetValue()
938	self.state.disable_disp = self.disable_disp.GetValue()
939	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
940	self.state.slit_smearer = self.slit_smearer.GetValue()
941
942	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
943	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
944
945	if self.model != None:
946	self._set_bookmark_flag(True)
947	self._set_save_flag(True)
948	# Reset smearer, model and data
949	self._set_smear(self.data)
950	try:
951	# update smearer sizer
952	self.onSmear(None)
953	temp_smear = None
954	if self.enable_smearer.GetValue():
955	# Set the smearer environments
956	temp_smear = self.smearer
957	except:
958	## error occured on chisqr computation
959	pass
960	## event to post model to fit to fitting plugins
961	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
962
963	## set smearing value whether or not
964	# the data contain the smearing info
965	evt = ModelEventbox(model=self.model,
966	smearer=temp_smear,
967	qmin=float(self.qmin_x),
968	id=self.id,
969	qmax=float(self.qmax_x))
970
971	self._manager._on_model_panel(evt=evt)
972	self.state.model = self.model.clone()
973	self.state.model.name = self.model.name
974	if event is not None:
975	self._draw_model()
976	if event != None:
977
978	## post state to fit panel
979	event = PageInfoEvent(page = self)
980	wx.PostEvent(self.parent, event)
981
982
983	def _onparamEnter(self,event):
984	"""
985	when enter value on panel redraw model according to changed
986	"""
987	if self.model ==None:
988	msg="Please select a Model first..."
989	wx.MessageBox(msg, 'Info')
990	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
991	# "Parameters: %s"%msg))
992	return
993
994	#default flag
995	flag = False
996	self.fitrange = True
997	#get event object
998	tcrtl= event.GetEventObject()
999	wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1000	updating ... ",type="update"))
1001	#Clear msg if previously shown.
1002	msg= ""
1003	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1004
1005	if check_float(tcrtl):
1006	flag = self._onparamEnter_helper()
1007	self.set_npts2fit()
1008	if self.fitrange:
1009	temp_smearer = None
1010	if not self.disable_smearer.GetValue():
1011	temp_smearer= self.current_smearer
1012	## set smearing value whether or not
1013	# the data contain the smearing info
1014	if self.slit_smearer.GetValue():
1015	flag1 = self.update_slit_smear()
1016	flag = flag or flag1
1017	elif self.pinhole_smearer.GetValue():
1018	flag1 = self.update_pinhole_smear()
1019	flag = flag or flag1
1020	elif self.data.__class__.__name__ !="Data2D":
1021	self._manager.set_smearer(smearer=temp_smearer,
1022	id=self.id,
1023	qmin= float(self.qmin_x),
1024	qmax= float(self.qmax_x),
1025	draw=True)
1026	if flag:
1027	#self.compute_chisqr(smearer= temp_smearer)
1028
1029	## new state posted
1030	if self.state_change:
1031	#self._undo.Enable(True)
1032	event = PageInfoEvent(page = self)
1033	wx.PostEvent(self.parent, event)
1034	self.state_change= False
1035	else:
1036	# invalid fit range: do nothing here:
1037	# msg already displayed in validate
1038	return
1039	else:
1040	self.save_current_state()
1041	msg= "Cannot Plot :Must enter a number!!! "
1042	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1043
1044	self.save_current_state()
1045	return
1046
1047	def _onparamRangeEnter(self, event):
1048	"""
1049	Check validity of value enter in the parameters range field
1050	"""
1051	#if self.check_invalid_panel():
1052	# return
1053	tcrtl= event.GetEventObject()
1054	#Clear msg if previously shown.
1055	msg= ""
1056	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1057	# Flag to register when a parameter has changed.
1058	is_modified = False
1059	if tcrtl.GetValue().lstrip().rstrip()!="":
1060	try:
1061	value = float(tcrtl.GetValue())
1062	tcrtl.SetBackgroundColour(wx.WHITE)
1063	self._check_value_enter(self.fittable_param ,is_modified)
1064	self._check_value_enter(self.parameters ,is_modified)
1065	except:
1066	tcrtl.SetBackgroundColour("pink")
1067	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1068	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1069	return
1070	else:
1071	tcrtl.SetBackgroundColour(wx.WHITE)
1072
1073	#self._undo.Enable(True)
1074	self.save_current_state()
1075	event = PageInfoEvent(page = self)
1076	wx.PostEvent(self.parent, event)
1077	self.state_change= False
1078
1079
1080	def _onQrangeEnter(self, event):
1081	"""
1082	Check validity of value enter in the Q range field
1083	"""
1084	#if self.check_invalid_panel():
1085	# return
1086	tcrtl= event.GetEventObject()
1087	#Clear msg if previously shown.
1088	msg= ""
1089	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1090	# Flag to register when a parameter has changed.
1091	is_modified = False
1092	if tcrtl.GetValue().lstrip().rstrip()!="":
1093	try:
1094	value = float(tcrtl.GetValue())
1095	tcrtl.SetBackgroundColour(wx.WHITE)
1096
1097	# If qmin and qmax have been modified, update qmin and qmax
1098	if self._validate_qrange( self.qmin_tcrl, self.qmax):
1099	tempmin = float(self.qmin_tcrl.GetValue())
1100	if tempmin != self.qmin_x:
1101	self.qmin_x = tempmin
1102	tempmax = float(self.qmax.GetValue())
1103	if tempmax != self.qmax_x:
1104	self.qmax_x = tempmax
1105	else:
1106	tcrtl.SetBackgroundColour("pink")
1107	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1108	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1109	return
1110
1111	except:
1112	tcrtl.SetBackgroundColour("pink")
1113	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1114	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1115	return
1116	#Check if # of points for theory model are valid(>0).
1117	# check for 2d
1118	if self.data.__class__.__name__ =="Data2D":
1119	# set mask
1120	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1121	self.data.qy_data*self.data.qy_data )
1122	index_data = ((self.qmin_x <= radius)& \
1123	(radius<= self.qmax_x))
1124	index_data = (index_data)&(self.data.mask)
1125	index_data = (index_data)&(numpy.isfinite(self.data.data))
1126	if len(index_data[index_data]) < 10:
1127	msg = "Cannot Plot :No or too little npts in"
1128	msg += " that data range!!! "
1129	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1130	return
1131	else:
1132	self.data.mask = index_data
1133	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1134	self.set_npts2fit()
1135	else:
1136	if self.data is not None:
1137
1138	index_data = ((self.qmin_x <= self.data.x)& \
1139	(self.data.x <= self.qmax_x))
1140	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1141
1142
1143	else:
1144	tcrtl.SetBackgroundColour("pink")
1145	msg= "Model Error:wrong value entered!!!"
1146	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1147
1148	self._draw_model()
1149	##update chi2
1150	#self.compute_chisqr(smearer= temp_smearer)
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	return
1157
1158	def _clear_Err_on_Fit(self):
1159	"""
1160	hide the error text control shown
1161	after fitting
1162	"""
1163
1164	if hasattr(self,"text2_3"):
1165	self.text2_3.Hide()
1166
1167	if len(self.parameters)>0:
1168	for item in self.parameters:
1169	#Skip t ifhe angle parameters if 1D data
1170	if self.data.__class__.__name__ !="Data2D":
1171	if item in self.orientation_params:
1172	continue
1173	if item in self.param_toFit:
1174	continue
1175	## hide statictext +/-
1176	if item[3]!=None and item[3].IsShown():
1177	item[3].Hide()
1178	## hide textcrtl for error after fit
1179	if item[4]!=None and item[4].IsShown():
1180	item[4].Hide()
1181
1182	if len(self.fittable_param)>0:
1183	for item in self.fittable_param:
1184	#Skip t ifhe angle parameters if 1D data
1185	if self.data.__class__.__name__ !="Data2D":
1186	if item in self.orientation_params:
1187	continue
1188	if item in self.param_toFit:
1189	continue
1190	## hide statictext +/-
1191	if item[3]!=None and item[3].IsShown():
1192	item[3].Hide()
1193	## hide textcrtl for error after fit
1194	if item[4]!=None and item[4].IsShown():
1195	item[4].Hide()
1196	return
1197
1198	def _get_defult_custom_smear(self):
1199	"""
1200	Get the defult values for custum smearing.
1201	"""
1202	# get the default values
1203	if self.dxl == None: self.dxl = 0.0
1204	if self.dxw == None: self.dxw = ""
1205	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1206	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1207
1208	def _get_smear_info(self):
1209	"""
1210	Get the smear info from data.
1211
1212	:return: self.smear_type, self.dq_l and self.dq_r,
1213	respectively the type of the smear, dq_min and
1214	dq_max for pinhole smear data
1215	while dxl and dxw for slit smear
1216
1217	"""
1218
1219	# default
1220	self.smear_type = None
1221	self.dq_l = None
1222	self.dq_r = None
1223	data = self.data
1224	if self.data is None:
1225	return
1226	elif self.data.__class__.__name__ == 'Data2D':
1227	if data.dqx_data == None or data.dqy_data ==None:
1228	return
1229	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1230	(data.dqx_data.any()!=0):
1231	self.smear_type = "Pinhole2d"
1232	self.dq_l = format_number(numpy.average(data.dqx_data))
1233	self.dq_r = format_number(numpy.average(data.dqy_data))
1234	return
1235	else:
1236	return
1237	# check if it is pinhole smear and get min max if it is.
1238	if data.dx != None and all(data.dx !=0):
1239	self.smear_type = "Pinhole"
1240	self.dq_l = data.dx[0]
1241	self.dq_r = data.dx[-1]
1242
1243	# check if it is slit smear and get min max if it is.
1244	elif data.dxl != None or data.dxw != None:
1245	self.smear_type = "Slit"
1246	if data.dxl != None and all(data.dxl !=0):
1247	self.dq_l = data.dxl[0]
1248	if data.dxw != None and all(data.dxw !=0):
1249	self.dq_r = data.dxw[0]
1250	#return self.smear_type,self.dq_l,self.dq_r
1251
1252	def _show_smear_sizer(self):
1253	"""
1254	Show only the sizers depending on smear selection
1255	"""
1256	# smear disabled
1257	if self.disable_smearer.GetValue():
1258	self.smear_description_none.Show(True)
1259	# 2Dsmear
1260	elif self._is_2D():
1261	self.smear_description_accuracy_type.Show(True)
1262	self.smear_accuracy.Show(True)
1263	self.smear_description_accuracy_type.Show(True)
1264	self.smear_description_2d.Show(True)
1265	self.smear_description_2d_x.Show(True)
1266	self.smear_description_2d_y.Show(True)
1267	if self.pinhole_smearer.GetValue():
1268	self.smear_pinhole_min.Show(True)
1269	self.smear_pinhole_max.Show(True)
1270	# smear from data
1271	elif self.enable_smearer.GetValue():
1272
1273	self.smear_description_dqdata.Show(True)
1274	if self.smear_type != None:
1275	self.smear_description_smear_type.Show(True)
1276	if self.smear_type == 'Slit':
1277	self.smear_description_slit_height.Show(True)
1278	self.smear_description_slit_width.Show(True)
1279	elif self.smear_type == 'Pinhole':
1280	self.smear_description_pin_min.Show(True)
1281	self.smear_description_pin_max.Show(True)
1282	self.smear_description_smear_type.Show(True)
1283	self.smear_description_type.Show(True)
1284	self.smear_data_left.Show(True)
1285	self.smear_data_right.Show(True)
1286	# custom pinhole smear
1287	elif self.pinhole_smearer.GetValue():
1288	if self.smear_type == 'Pinhole':
1289	self.smear_message_new_p.Show(True)
1290	self.smear_description_pin_min.Show(True)
1291	self.smear_description_pin_max.Show(True)
1292
1293	self.smear_pinhole_min.Show(True)
1294	self.smear_pinhole_max.Show(True)
1295	# custom slit smear
1296	elif self.slit_smearer.GetValue():
1297	self.smear_message_new_s.Show(True)
1298	self.smear_description_slit_height.Show(True)
1299	self.smear_slit_height.Show(True)
1300	self.smear_description_slit_width.Show(True)
1301	self.smear_slit_width.Show(True)
1302
1303	def _hide_all_smear_info(self):
1304	"""
1305	Hide all smearing messages in the set_smearer sizer
1306	"""
1307	self.smear_description_none.Hide()
1308	self.smear_description_dqdata.Hide()
1309	self.smear_description_type.Hide()
1310	self.smear_description_smear_type.Hide()
1311	self.smear_description_accuracy_type.Hide()
1312	self.smear_description_2d_x.Hide()
1313	self.smear_description_2d_y.Hide()
1314	self.smear_description_2d.Hide()
1315
1316	self.smear_accuracy.Hide()
1317	self.smear_data_left.Hide()
1318	self.smear_data_right.Hide()
1319	self.smear_description_pin_min.Hide()
1320	self.smear_pinhole_min.Hide()
1321	self.smear_description_pin_max.Hide()
1322	self.smear_pinhole_max.Hide()
1323	self.smear_description_slit_height.Hide()
1324	self.smear_slit_height.Hide()
1325	self.smear_description_slit_width.Hide()
1326	self.smear_slit_width.Hide()
1327	self.smear_message_new_p.Hide()
1328	self.smear_message_new_s.Hide()
1329
1330	def _set_accuracy_list(self):
1331	"""
1332	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1333	"""
1334	# list of accuracy choices
1335	list = ['Low','Med','High','Xhigh']
1336	for idx in range(len(list)):
1337	self.smear_accuracy.Append(list[idx],idx)
1338
1339	def _set_fun_box_list(self,fun_box):
1340	"""
1341	Set the list of func for multifunctional models
1342	"""
1343	# Check if it is multi_functional model
1344	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1345	return None
1346	# Get the func name list
1347	list = self.model.fun_list
1348	if len(list) == 0:
1349	return None
1350	# build function (combo)box
1351	ind = 0
1352	while(ind < len(list)):
1353	for key, val in list.iteritems():
1354	if (val == ind):
1355	fun_box.Append(key,val)
1356	break
1357	ind += 1
1358
1359	def _on_select_accuracy(self,event):
1360	"""
1361	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1362	"""
1363	#event.Skip()
1364	# Check if the accuracy is same as before
1365	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1366	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1367	if self.pinhole_smearer.GetValue():
1368	self.onPinholeSmear(event=None)
1369	else:
1370	self.onSmear(event=None)
1371	if self.current_smearer != None:
1372	self.current_smearer.set_accuracy(accuracy =
1373	self.smear2d_accuracy)
1374	event.Skip()
1375
1376	def _on_fun_box(self,event):
1377	"""
1378	Select an func: Erf,Rparabola,LParabola
1379	"""
1380	fun_val = None
1381	fun_box = event.GetEventObject()
1382	name = fun_box.Name
1383	value = fun_box.GetValue()
1384	if self.model.fun_list.has_key(value):
1385	fun_val = self.model.fun_list[value]
1386
1387	self.model.setParam(name,fun_val)
1388	# save state
1389	self._copy_parameters_state(self.str_parameters,
1390	self.state.str_parameters)
1391	# update params
1392	self._update_paramv_on_fit()
1393	# draw
1394	self._draw_model()
1395	self.Refresh()
1396	# get ready for new event
1397	event.Skip()
1398
1399	def _onMask(self, event):
1400	"""
1401	Build a panel to allow to edit Mask
1402	"""
1403
1404	from sans.guiframe.local_perspectives.plotting.masking \
1405	import MaskPanel as MaskDialog
1406
1407	self.panel = MaskDialog(self, data=self.data,id =-1 )
1408	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1409	self.panel.ShowModal()
1410	#wx.PostEvent(self.parent, event)
1411
1412	def _draw_masked_model(self,event):
1413	"""
1414	Draw model image w/mask
1415	"""
1416	event.Skip()
1417
1418	is_valid_qrange = self._update_paramv_on_fit()
1419
1420	if is_valid_qrange:
1421	# try re draw the model plot if it exists
1422	self._draw_model()
1423	self.panel.Destroy() # frame
1424	self.set_npts2fit()
1425	elif self.model == None:
1426	self.panel.Destroy()
1427	self.set_npts2fit()
1428	msg= "No model is found on updating MASK in the model plot... "
1429	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1430	else:
1431	msg = ' Please consider your Q range, too.'
1432	self.panel.ShowMessage(msg)
1433
1434	def _set_smear(self, data):
1435	"""
1436	"""
1437	if data is None:
1438	return
1439	self.smearer = smear_selection(self.data, self.model)
1440	self.disable_smearer.SetValue(True)
1441	if self.smearer == None:
1442	self.enable_smearer.Disable()
1443	else:
1444	self.enable_smearer.Enable()
1445
1446	def set_data(self, data):
1447	"""
1448	reset the current data
1449	"""
1450	flag = False
1451	if self.data is None and data is not None:
1452	self.window_name = str(data.name)
1453	## Title to appear on top of the window
1454	self.window_caption = str(data.name)
1455	flag = True
1456	self.data = data
1457	if self.data is None:
1458	data_min = ""
1459	data_max = ""
1460	data_name = ""
1461	self._set_bookmark_flag(False)
1462	self._set_save_flag(False)
1463	else:
1464	self._set_bookmark_flag(True)
1465	self._set_save_flag(True)
1466	self._set_smear(data)
1467	# more disables for 2D
1468	if self.data.__class__.__name__ =="Data2D":
1469	self.slit_smearer.Disable()
1470	self.default_mask = copy.deepcopy(self.data.mask)
1471
1472	self.formfactorbox.Enable()
1473	self.structurebox.Enable()
1474	data_name = self.data.name
1475	#set maximum range for x in linear scale
1476	if not hasattr(self.data,"data"): #Display only for 1D data fit
1477	# Minimum value of data
1478	data_min = min(self.data.x)
1479	# Maximum value of data
1480	data_max = max(self.data.x)
1481	#number of total data points
1482	self.Npts_total.SetValue(str(len(self.data.x)))
1483	#default:number of data points selected to fit
1484	self.Npts_fit.SetValue(str(len(self.data.x)))
1485	self.btEditMask.Disable()
1486	self.EditMask_title.Disable()
1487	else:
1488	## Minimum value of data
1489	data_min = 0
1490	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1491	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1492	## Maximum value of data
1493	data_max = math.sqrt(xx + yy)
1494	#number of total data points
1495	self.Npts_total.SetValue(str(len(self.data.data)))
1496	#default:number of data points selected to fit
1497	self.Npts_fit.SetValue(str(len(self.data.data)))
1498	self.btEditMask.Enable()
1499	self.EditMask_title.Enable()
1500	self.dataSource.SetValue(data_name)
1501	self.qmin_x = data_min
1502	self.qmax_x = data_max
1503	self.minimum_q.SetValue(str(data_min))
1504	self.maximum_q.SetValue(str(data_max))
1505	self.qmin_tcrl.SetValue(str(data_min))
1506	self.qmax.SetValue(str(data_max))
1507	self.qmin_tcrl.SetBackgroundColour("white")
1508	self.qmax.SetBackgroundColour("white")
1509	self.state.data = data
1510	self.state.qmin = self.qmin_x
1511	self.state.qmax = self.qmax_x
1512	#update model plot with new data information
1513	if flag:
1514	self._draw_model()
1515
1516	def reset_page(self, state,first=False):
1517	"""
1518	reset the state
1519	"""
1520	self.reset_page_helper(state)
1521	#import sans.guiframe.gui_manager
1522	#evt = ModelEventbox(model=state.model)
1523	#wx.PostEvent(self.event_owner, evt)
1524
1525	if self.engine_type != None:
1526	self._manager._on_change_engine(engine=self.engine_type)
1527
1528	self.select_param(event = None)
1529	#Save state_fit
1530	self.save_current_state_fit()
1531	self._lay_out()
1532	self.Refresh()
1533
1534	def get_range(self):
1535	"""
1536	return the fitting range
1537	"""
1538	return float(self.qmin_x) , float(self.qmax_x)
1539
1540	def get_npts2fit(self):
1541	"""
1542	return numbers of data points within qrange
1543
1544	:Note: This is for Park where chi2 is not normalized by Npts of fit
1545
1546	"""
1547	if self.data is None:
1548	return
1549	npts2fit = 0
1550	qmin,qmax = self.get_range()
1551	if self.data.__class__.__name__ =="Data2D":
1552	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1553	self.data.qy_data*self.data.qy_data )
1554	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1555	index_data= (index_data)&(self.data.mask)
1556	index_data = (index_data)&(numpy.isfinite(self.data.data))
1557	npts2fit = len(self.data.data[index_data])
1558	else:
1559	for qx in self.data.x:
1560	if qx >= qmin and qx <= qmax:
1561	npts2fit += 1
1562	return npts2fit
1563
1564	def set_npts2fit(self):
1565	"""
1566	setValue Npts for fitting
1567	"""
1568	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1569
1570	def get_chi2(self):
1571	"""
1572	return the current chi2
1573	"""
1574	return self.tcChi.GetValue()
1575
1576	def get_param_list(self):
1577	"""
1578	:return self.param_toFit: list containing references to TextCtrl
1579	checked.Theses TextCtrl will allow reference to parameters to fit.
1580
1581	:raise: if return an empty list of parameter fit will nnote work
1582	properly so raise ValueError,"missing parameter to fit"
1583	"""
1584	if self.param_toFit !=[]:
1585	return self.param_toFit
1586	else:
1587	raise ValueError,"missing parameter to fit"
1588
1589	def onsetValues(self,chisqr,p_name, out,cov):
1590	"""
1591	Build the panel from the fit result
1592
1593	:param chisqr: Value of the goodness of fit metric
1594	:param p_name: the name of parameters
1595	:param out: list of parameter with the best value found during fitting
1596	:param cov: Covariance matrix
1597
1598	"""
1599	if out == None or not numpy.isfinite(chisqr):
1600	raise ValueError,"Fit error occured..."
1601
1602	is_modified = False
1603	has_error = False
1604
1605	#Hide textctrl boxes of errors.
1606	self._clear_Err_on_Fit()
1607
1608	#Check if chi2 is finite
1609	if chisqr != None or numpy.isfinite(chisqr):
1610	#format chi2
1611	if self.engine_type == "park":
1612	npt_fit = float(self.get_npts2fit())
1613	if npt_fit > 0:
1614	chisqr =chisqr/npt_fit
1615	chi2 = format_number(chisqr)
1616	self.tcChi.SetValue(chi2)
1617	self.tcChi.Refresh()
1618	else:
1619	self.tcChi.SetValue("-")
1620
1621	#Hide error title
1622	if self.text2_3.IsShown():
1623	self.text2_3.Hide()
1624
1625	try:
1626	n = self.disp_box.GetCurrentSelection()
1627	dispersity= self.disp_box.GetClientData(n)
1628	if dispersity !=None and self.enable_disp.GetValue():
1629	name= dispersity.__name__
1630	if name == "GaussianDispersion":
1631	if hasattr(self,"text_disp_1" ):
1632	if self.text_disp_1 !=None:
1633	self.text_disp_1.Hide()
1634	except:
1635	dispersty = None
1636	pass
1637	#set the panel when fit result are float not list
1638	if out.__class__== numpy.float64:
1639	self.param_toFit[0][2].SetValue(format_number(out))
1640
1641	if self.param_toFit[0][4].IsShown:
1642	self.param_toFit[0][4].Hide()
1643	if cov !=None :
1644	self.text2_3.Show(True)
1645	try:
1646	if dispersity !=None:
1647	name= dispersity.__name__
1648	if name == "GaussianDispersion" and \
1649	self.enable_disp.GetValue():
1650	if hasattr(self,"text_disp_1" ):
1651	if self.text_disp_1 !=None:
1652	self.text_disp_1.Show(True)
1653	except:
1654	pass
1655
1656	if cov[0]==None or not numpy.isfinite(cov[0]):
1657	if self.param_toFit[0][3].IsShown:
1658	self.param_toFit[0][3].Hide()
1659	else:
1660	self.param_toFit[0][3].Show(True)
1661	self.param_toFit[0][4].Show(True)
1662	self.param_toFit[0][4].SetValue(format_number(cov[0]))
1663	has_error = True
1664	else:
1665
1666	i = 0
1667	#Set the panel when fit result are list
1668	for item in self.param_toFit:
1669	if len(item)>5 and item != None:
1670	## reset error value to initial state
1671	item[3].Hide()
1672	item[4].Hide()
1673
1674	for ind in range(len(out)):
1675
1676	if item[1] == p_name[ind]:
1677	break
1678	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1679	val_out = format_number(out[ind])
1680	item[2].SetValue(val_out)
1681
1682	if(cov !=None):
1683
1684	try:
1685	if dispersity !=None:
1686	name= dispersity.__name__
1687	if name == "GaussianDispersion" and \
1688	self.enable_disp.GetValue():
1689	if hasattr(self,"text_disp_1" ):
1690	if self.text_disp_1!=None:
1691	if not self.text_disp_1.IsShown():
1692	self.text_disp_1.Show(True)
1693	except:
1694	pass
1695
1696	if cov[ind]!=None :
1697	if numpy.isfinite(float(cov[ind])):
1698	val_err = format_number(cov[ind])
1699	item[3].Show(True)
1700	item[4].Show(True)
1701	item[4].SetValue(val_err)
1702
1703	has_error = True
1704	i += 1
1705	#Show error title when any errors displayed
1706	if has_error:
1707	if not self.text2_3.IsShown():
1708	self.text2_3.Show(True)
1709
1710	## save current state
1711	self.save_current_state()
1712	#plot model
1713	self._draw_model()
1714	self._lay_out()
1715	#PostStatusEvent
1716	msg = "Fit completed! "
1717	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1718
1719	def onPinholeSmear(self, event):
1720	"""
1721	Create a custom pinhole smear object that will change the way residuals
1722	are compute when fitting
1723
1724	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1725	None for 1D
1726
1727	"""
1728
1729	#if self.check_invalid_panel():
1730	# return
1731	if self.model ==None:
1732	self.disable_smearer.SetValue(True)
1733	msg="Please select a Model first..."
1734	wx.MessageBox(msg, 'Info')
1735	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1736	"Smear: %s"%msg))
1737	return
1738
1739	# Need update param values
1740	self._update_paramv_on_fit()
1741
1742	# msg default
1743	msg = None
1744	if event != None:
1745	tcrtl= event.GetEventObject()
1746	# event case of radio button
1747	if tcrtl.GetValue()== True:
1748	self.dx_min = 0.0
1749	self.dx_max = 0.0
1750	is_new_pinhole = True
1751	else:
1752	is_new_pinhole = self._is_changed_pinhole()
1753	else:
1754	is_new_pinhole = True
1755	# if any value is changed
1756	if is_new_pinhole:
1757	msg = self._set_pinhole_smear()
1758	# hide all silt sizer
1759	self._hide_all_smear_info()
1760
1761	##Calculate chi2
1762	temp_smearer = self.current_smearer
1763	#self.compute_chisqr(smearer= temp_smearer)
1764
1765	# show relevant slit sizers
1766	self._show_smear_sizer()
1767
1768	self.sizer_set_smearer.Layout()
1769	self.Layout()
1770
1771	if event != None:
1772	event.Skip()
1773	#self._undo.Enable(True)
1774	self.save_current_state()
1775	event = PageInfoEvent(page = self)
1776	wx.PostEvent(self.parent, event)
1777
1778	def _is_changed_pinhole(self):
1779	"""
1780	check if any of pinhole smear is changed
1781
1782	:return: True or False
1783
1784	"""
1785	# get the values
1786	pin_min = self.smear_pinhole_min.GetValue()
1787	pin_max = self.smear_pinhole_max.GetValue()
1788
1789	# Check changes in slit width
1790	try:
1791	dx_min = float(pin_min)
1792	except:
1793	return True
1794	if self.dx_min != dx_min:
1795	return True
1796
1797	# Check changes in slit heigth
1798	try:
1799	dx_max = float(pin_max)
1800	except:
1801	return True
1802	if self.dx_max != dx_max:
1803	return True
1804	return False
1805
1806	def _set_pinhole_smear(self):
1807	"""
1808	Set custom pinhole smear
1809
1810	:return: msg
1811
1812	"""
1813	# copy data
1814	data = copy.deepcopy(self.data)
1815	if self._is_2D():
1816	self.smear_type = 'Pinhole2d'
1817	len_data = len(data.data)
1818	data.dqx_data = numpy.zeros(len_data)
1819	data.dqy_data = numpy.zeros(len_data)
1820	else:
1821	self.smear_type = 'Pinhole'
1822	len_data = len(data.x)
1823	data.dx = numpy.zeros(len_data)
1824	data.dxl = None
1825	data.dxw = None
1826	msg = None
1827
1828	get_pin_min = self.smear_pinhole_min
1829	get_pin_max = self.smear_pinhole_max
1830
1831	if not check_float(get_pin_min):
1832	get_pin_min.SetBackgroundColour("pink")
1833	msg= "Model Error:wrong value entered!!!"
1834	elif not check_float(get_pin_max ):
1835	get_pin_max.SetBackgroundColour("pink")
1836	msg= "Model Error:wrong value entered!!!"
1837	else:
1838	if len_data < 2: len_data = 2
1839	self.dx_min = float(get_pin_min.GetValue())
1840	self.dx_max = float(get_pin_max.GetValue())
1841	if self.dx_min < 0:
1842	get_pin_min.SetBackgroundColour("pink")
1843	msg= "Model Error:This value can not be negative!!!"
1844	elif self.dx_max <0:
1845	get_pin_max.SetBackgroundColour("pink")
1846	msg= "Model Error:This value can not be negative!!!"
1847	elif self.dx_min != None and self.dx_max != None:
1848	if self._is_2D():
1849	data.dqx_data[data.dqx_data==0] = self.dx_min
1850	data.dqy_data[data.dqy_data==0] = self.dx_max
1851	elif self.dx_min == self.dx_max:
1852	data.dx[data.dx==0] = self.dx_min
1853	else:
1854	step = (self.dx_max - self.dx_min)/(len_data-1)
1855	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
1856	step)
1857	elif self.dx_min != None:
1858	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
1859	else: data.dx[data.dx==0] = self.dx_min
1860	elif self.dx_max != None:
1861	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
1862	else: data.dx[data.dx==0] = self.dx_max
1863	self.current_smearer = smear_selection(data, self.model)
1864	# 2D need to set accuracy
1865	if self._is_2D():
1866	self.current_smearer.set_accuracy(accuracy = \
1867	self.smear2d_accuracy)
1868
1869	if msg != None:
1870	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1871	else:
1872	get_pin_min.SetBackgroundColour("white")
1873	get_pin_max.SetBackgroundColour("white")
1874	## set smearing value whether or not the data contain the smearing info
1875	self._manager.set_smearer(smearer=self.current_smearer,
1876	qmin=float(self.qmin_x),
1877	qmax= float(self.qmax_x),
1878	id=self.id)
1879	return msg
1880
1881	def update_pinhole_smear(self):
1882	"""
1883	called by kill_focus on pinhole TextCntrl
1884	to update the changes
1885
1886	:return: False when wrong value was entered
1887
1888	"""
1889	# msg default
1890	msg = None
1891	# check if any value is changed
1892	if self._is_changed_pinhole():
1893	msg = self._set_pinhole_smear()
1894	#self._undo.Enable(True)
1895	self.save_current_state()
1896
1897	if msg != None:
1898	return False
1899	else:
1900	return True
1901
1902	def onSlitSmear(self, event):
1903	"""
1904	Create a custom slit smear object that will change the way residuals
1905	are compute when fitting
1906	"""
1907
1908	#if self.check_invalid_panel():
1909	# return
1910
1911	if self.model ==None:
1912	self.disable_smearer.SetValue(True)
1913
1914	msg="Please select a Model first..."
1915	wx.MessageBox(msg, 'Info')
1916	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1917	"Smear: %s"%msg))
1918	return
1919
1920	# Need update param values
1921	self._update_paramv_on_fit()
1922
1923	# msg default
1924	msg = None
1925	# for event given
1926	if event != None:
1927	tcrtl= event.GetEventObject()
1928	# event case of radio button
1929	if tcrtl.GetValue():
1930	self.dxl = 0.0
1931	self.dxw = 0.0
1932	is_new_slit = True
1933	else:
1934	is_new_slit = self._is_changed_slit()
1935	else:
1936	is_new_slit = True
1937
1938	# if any value is changed
1939	if is_new_slit:
1940	msg = self._set_slit_smear()
1941
1942	# hide all silt sizer
1943	self._hide_all_smear_info()
1944	##Calculate chi2
1945	#self.compute_chisqr(smearer= self.current_smearer)
1946	# show relevant slit sizers
1947	self._show_smear_sizer()
1948	self.sizer_set_smearer.Layout()
1949	self.Layout()
1950
1951	if event != None:
1952	event.Skip()
1953	#self._undo.Enable(True)
1954	self.save_current_state()
1955	event = PageInfoEvent(page = self)
1956	wx.PostEvent(self.parent, event)
1957	if msg != None:
1958	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
1959
1960	def _is_changed_slit(self):
1961	"""
1962	check if any of slit lengths is changed
1963
1964	:return: True or False
1965
1966	"""
1967	# get the values
1968	width = self.smear_slit_width.GetValue()
1969	height = self.smear_slit_height.GetValue()
1970
1971	# check and change the box bg color if it was pink
1972	# but it should be white now
1973	# because this is the case that _set_slit_smear() will not handle
1974	if height.lstrip().rstrip()=="":
1975	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
1976	if width.lstrip().rstrip()=="":
1977	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
1978
1979	# Check changes in slit width
1980	if width == "":
1981	dxw = 0.0
1982	else:
1983	try:
1984	dxw = float(width)
1985	except:
1986	return True
1987	if self.dxw != dxw:
1988	return True
1989
1990	# Check changes in slit heigth
1991	if height == "":
1992	dxl = 0.0
1993	else:
1994	try:
1995	dxl = float(height)
1996	except:
1997	return True
1998	if self.dxl != dxl:
1999	return True
2000
2001	return False
2002
2003	def _set_slit_smear(self):
2004	"""
2005	Set custom slit smear
2006
2007	:return: message to inform the user about the validity
2008	of the values entered for slit smear
2009	"""
2010	if self.data.__class__.__name__ == "Data2D":
2011	return
2012	temp_smearer = None
2013	# make sure once more if it is smearer
2014	data = copy.deepcopy(self.data)
2015	data_len = len(data.x)
2016	data.dx = None
2017	data.dxl = None
2018	data.dxw = None
2019	msg = None
2020
2021	try:
2022	self.dxl = float(self.smear_slit_height.GetValue())
2023	data.dxl = self.dxl* numpy.ones(data_len)
2024	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2025	except:
2026	data.dxl = numpy.zeros(data_len)
2027	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2028	self.smear_slit_height.SetBackgroundColour("pink")
2029	msg = "Wrong value entered... "
2030	else:
2031	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2032	try:
2033	self.dxw = float(self.smear_slit_width.GetValue())
2034	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2035	data.dxw = self.dxw* numpy.ones(data_len)
2036	except:
2037	data.dxw = numpy.zeros(data_len)
2038	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2039	self.smear_slit_width.SetBackgroundColour("pink")
2040	msg = "Wrong Fit value entered... "
2041	else:
2042	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2043
2044	self.current_smearer = smear_selection(data, self.model)
2045	#temp_smearer = self.current_smearer
2046	## set smearing value whether or not the data contain the smearing info
2047	self._manager.set_smearer(smearer=self.current_smearer,
2048	qmin=float(self.qmin_x),
2049	qmax= float(self.qmax_x),
2050	id=self.id)
2051	return msg
2052
2053	def update_slit_smear(self):
2054	"""
2055	called by kill_focus on pinhole TextCntrl
2056	to update the changes
2057
2058	:return: False when wrong value was entered
2059
2060	"""
2061	# msg default
2062	msg = None
2063	# check if any value is changed
2064	if self._is_changed_slit():
2065	msg = self._set_slit_smear()
2066	#self._undo.Enable(True)
2067	self.save_current_state()
2068
2069	if msg != None:
2070	return False
2071	else:
2072	return True
2073
2074	def onSmear(self, event):
2075	"""
2076	Create a smear object that will change the way residuals
2077	are compute when fitting
2078	"""
2079	if event != None:
2080	event.Skip()
2081	if self.data is None:
2082	return
2083
2084	if self.model == None:
2085	self.disable_smearer.SetValue(True)
2086	msg="Please select a Model first..."
2087	wx.MessageBox(msg, 'Info')
2088	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2089	"Smear: %s"%msg))
2090	return
2091
2092	# Need update param values
2093	self._update_paramv_on_fit()
2094
2095	temp_smearer = None
2096	self._get_smear_info()
2097
2098	#renew smear sizer
2099	if self.smear_type != None:
2100	self.smear_description_smear_type.SetValue(str(self.smear_type))
2101	self.smear_data_left.SetValue(str(self.dq_l))
2102	self.smear_data_right.SetValue(str(self.dq_r))
2103
2104	self._hide_all_smear_info()
2105
2106	data = copy.deepcopy(self.data)
2107	# make sure once more if it is smearer
2108	self.current_smearer = smear_selection(data, self.model)
2109
2110	if self.enable_smearer.GetValue():
2111	if hasattr(self.data,"dxl"):
2112
2113	msg= ": Resolution smearing parameters"
2114	if hasattr(self.data,"dxw"):
2115	msg= ": Slit smearing parameters"
2116	if self.smearer ==None:
2117	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2118	"Data contains no smearing information"))
2119	else:
2120	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2121	"Data contains smearing information"))
2122
2123	#self.smear_description_dqdata.Show(True)
2124	self.smear_data_left.Show(True)
2125	self.smear_data_right.Show(True)
2126	temp_smearer= self.current_smearer
2127	elif self.disable_smearer.GetValue():
2128	self.smear_description_none.Show(True)
2129
2130	self._show_smear_sizer()
2131
2132	self.sizer_set_smearer.Layout()
2133	self.Layout()
2134	## set smearing value whether or not the data contain the smearing info
2135	self._manager.set_smearer(id=self.id, smearer=temp_smearer, qmin= float(self.qmin_x),
2136	qmax= float(self.qmax_x), draw=True)
2137
2138	##Calculate chi2
2139	#self.compute_chisqr(smearer= temp_smearer)
2140
2141	self.state.enable_smearer= self.enable_smearer.GetValue()
2142	self.state.disable_smearer=self.disable_smearer.GetValue()
2143	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2144	self.state.slit_smearer = self.slit_smearer.GetValue()
2145
2146	def on_complete_chisqr(self, event):
2147	"""
2148	print result chisqr
2149
2150	:event: activated by fitting/ complete after draw
2151
2152	"""
2153	try:
2154	if event ==None:
2155	output= "-"
2156	else:
2157	output = event.output
2158	self.tcChi.SetValue(str(format_number(output)))
2159
2160	self.state.tcChi = self.tcChi.GetValue()
2161	except:
2162	pass
2163
2164
2165	def select_all_param(self,event):
2166	"""
2167	set to true or false all checkBox given the main checkbox value cb1
2168	"""
2169	self.param_toFit=[]
2170	if self.parameters !=[]:
2171	if self.cb1.GetValue():
2172	for item in self.parameters:
2173	## for data2D select all to fit
2174	if self.data.__class__.__name__=="Data2D":
2175	item[0].SetValue(True)
2176	self.param_toFit.append(item )
2177	else:
2178	## for 1D all parameters except orientation
2179	if not item in self.orientation_params:
2180	item[0].SetValue(True)
2181	self.param_toFit.append(item )
2182	#if len(self.fittable_param)>0:
2183	for item in self.fittable_param:
2184	if self.data.__class__.__name__=="Data2D":
2185	item[0].SetValue(True)
2186	self.param_toFit.append(item )
2187	else:
2188	## for 1D all parameters except orientation
2189	if not item in self.orientation_params_disp:
2190	item[0].SetValue(True)
2191	self.param_toFit.append(item )
2192	else:
2193	for item in self.parameters:
2194	item[0].SetValue(False)
2195	for item in self.fittable_param:
2196	item[0].SetValue(False)
2197	self.param_toFit=[]
2198
2199	self.save_current_state_fit()
2200
2201	if event !=None:
2202	#self._undo.Enable(True)
2203	## post state to fit panel
2204	event = PageInfoEvent(page = self)
2205	wx.PostEvent(self.parent, event)
2206
2207	def select_param(self,event):
2208	"""
2209	Select TextCtrl checked for fitting purpose and stores them
2210	in self.param_toFit=[] list
2211	"""
2212	self.param_toFit=[]
2213	for item in self.parameters:
2214	#Skip t ifhe angle parameters if 1D data
2215	if self.data.__class__.__name__ !="Data2D":
2216	if item in self.orientation_params:
2217	continue
2218	#Select parameters to fit for list of primary parameters
2219	if item[0].GetValue():
2220	if not (item in self.param_toFit):
2221	self.param_toFit.append(item )
2222	else:
2223	#remove parameters from the fitting list
2224	if item in self.param_toFit:
2225	self.param_toFit.remove(item)
2226
2227	#Select parameters to fit for list of fittable parameters
2228	# with dispersion
2229	for item in self.fittable_param:
2230	#Skip t ifhe angle parameters if 1D data
2231	if self.data.__class__.__name__ !="Data2D":
2232	if item in self.orientation_params:
2233	continue
2234	if item[0].GetValue():
2235	if not (item in self.param_toFit):
2236	self.param_toFit.append(item)
2237	else:
2238	#remove parameters from the fitting list
2239	if item in self.param_toFit:
2240	self.param_toFit.remove(item)
2241
2242	#Calculate num. of angle parameters
2243	if self.data.__class__.__name__ =="Data2D":
2244	len_orient_para = 0
2245	else:
2246	len_orient_para = len(self.orientation_params) #assume even len
2247	#Total num. of angle parameters
2248	if len(self.fittable_param) > 0:
2249	len_orient_para *= 2
2250	#Set the value of checkbox that selected every checkbox or not
2251	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2252	len(self.param_toFit):
2253	self.cb1.SetValue(True)
2254	else:
2255	self.cb1.SetValue(False)
2256	self.save_current_state_fit()
2257	if event !=None:
2258	#self._undo.Enable(True)
2259	## post state to fit panel
2260	event = PageInfoEvent(page = self)
2261	wx.PostEvent(self.parent, event)
2262
2263	def set_model_param_sizer(self, model):
2264	"""
2265	Build the panel from the model content
2266
2267	:param model: the model selected in combo box for fitting purpose
2268
2269	"""
2270	self.sizer3.Clear(True)
2271	self.parameters = []
2272	self.str_parameters = []
2273	self.param_toFit=[]
2274	self.fittable_param=[]
2275	self.fixed_param=[]
2276	self.orientation_params=[]
2277	self.orientation_params_disp=[]
2278
2279	if model ==None:
2280	self.sizer3.Layout()
2281	self.SetupScrolling()
2282	return
2283	## the panel is drawn using the current value of the fit engine
2284	if self.engine_type==None and self._manager !=None:
2285	self.engine_type= self._manager._return_engine_type()
2286
2287	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2288	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2289	sizer = wx.GridBagSizer(5,5)
2290	## save the current model
2291	self.model = model
2292
2293	keys = self.model.getParamList()
2294	#list of dispersion paramaters
2295	self.disp_list=self.model.getDispParamList()
2296
2297	def custom_compare(a,b):
2298	"""
2299	Custom compare to order, first by alphabets then second by number.
2300	"""
2301	# number at the last digit
2302	a_last = a[len(a)-1]
2303	b_last = b[len(b)-1]
2304	# default
2305	num_a = None
2306	num_b = None
2307	# split the names
2308	a2 = a.lower().split('_')
2309	b2 = b.lower().split('_')
2310	# check length of a2, b2
2311	len_a2 = len(a2)
2312	len_b2 = len(b2)
2313	# check if it contains a int number(<10)
2314	try:
2315	num_a = int(a_last)
2316	except: pass
2317	try:
2318	num_b = int(b_last)
2319	except: pass
2320	# Put 'scale' near the top; happens
2321	# when numbered param name exists
2322	if a == 'scale':
2323	return -1
2324	# both have a number
2325	if num_a != None and num_b != None:
2326	if num_a > num_b: return -1
2327	# same number
2328	elif num_a == num_b:
2329	# different last names
2330	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2331	return -cmp(a2[len_a2-1], b2[len_b2-1])
2332	else:
2333	return cmp(a, b)
2334	else: return 1
2335	# one of them has a number
2336	elif num_a != None: return 1
2337	elif num_b != None: return -1
2338	# no numbers
2339	else: return cmp(a.lower(), b.lower())
2340
2341
2342	keys.sort(custom_compare)
2343
2344	iy = 0
2345	ix = 0
2346	select_text = "Select All"
2347	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2348	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2349	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2350	#self.cb1.SetValue(True)
2351
2352	sizer.Add(self.cb1,(iy, ix),(1,1),\
2353	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2354	ix +=1
2355	self.text2_2 = wx.StaticText(self, -1, 'Values')
2356	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2357	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2358	ix +=2
2359	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2360	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2361	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2362	self.text2_3.Hide()
2363	ix +=1
2364	self.text2_min = wx.StaticText(self, -1, 'Min')
2365	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2366	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2367	self.text2_min.Hide()
2368	ix +=1
2369	self.text2_max = wx.StaticText(self, -1, 'Max')
2370	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2371	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2372	self.text2_max.Hide()
2373	ix += 1
2374	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2375	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2376	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2377	self.text2_4.Hide()
2378	if self.engine_type=="park":
2379	self.text2_max.Show(True)
2380	self.text2_min.Show(True)
2381
2382	for item in keys:
2383	if not item in self.disp_list and not item in \
2384	self.model.orientation_params:
2385
2386	##prepare a spot to store errors
2387	if not self.model.details.has_key(item):
2388	self.model.details [item] = ["",None,None]
2389
2390	iy += 1
2391	ix = 0
2392	if self.model.__class__ in \
2393	self.model_list_box["Multi-Functions"] \
2394	and item in self.model.non_fittable:
2395	non_fittable_name = wx.StaticText(self, -1, item )
2396	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2397	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2398	## add parameter value
2399	ix += 1
2400	value= self.model.getParam(item)
2401	if len(self.model.fun_list) > 0:
2402	num = item.split('_')[1][5:7]
2403	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2404	style=wx.CB_READONLY, name = '%s'% item)
2405	self._set_fun_box_list(fun_box)
2406	fun_box.SetSelection(0)
2407	#self.fun_box.SetToolTipString("A function
2408	# describing the interface")
2409	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2410	else:
2411	fun_box = self.ModelTextCtrl(self, -1,
2412	size=(_BOX_WIDTH,20),
2413	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2414	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2415	fun_box.SetValue(format_number(value))
2416	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2417	self.str_parameters.append([None,item, fun_box,
2418	None,None,None,None,None])
2419
2420
2421	else:
2422	## add parameters name with checkbox for selecting to fit
2423	cb = wx.CheckBox(self, -1, item )
2424	cb.SetToolTipString(" Check for fitting.")
2425	#cb.SetValue(True)
2426	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2427
2428	sizer.Add( cb,( iy, ix),(1,1),
2429	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2430
2431	## add parameter value
2432	ix += 1
2433	value= self.model.getParam(item)
2434	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2435	style=wx.TE_PROCESS_ENTER)
2436	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2437	ctl1.SetValue(format_number(value))
2438	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2439	## text to show error sign
2440	ix += 1
2441	text2=wx.StaticText(self, -1, '+/-')
2442	sizer.Add(text2,(iy, ix),(1,1),\
2443	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2444	text2.Hide()
2445	ix += 1
2446	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2447	sizer.Add(ctl2, (iy,ix),(1,1),
2448	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2449	ctl2.Hide()
2450
2451	ix += 1
2452	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2453	style=wx.TE_PROCESS_ENTER,
2454	text_enter_callback = self._onparamRangeEnter)
2455
2456	sizer.Add(ctl3, (iy,ix),(1,1),
2457	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2458	ctl3.Hide()
2459
2460	ix += 1
2461	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2462	style=wx.TE_PROCESS_ENTER,
2463	text_enter_callback = self._onparamRangeEnter)
2464	sizer.Add(ctl4, (iy,ix),(1,1),
2465	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2466
2467	ctl4.Hide()
2468
2469	if self.engine_type=="park":
2470	ctl3.Show(True)
2471	ctl4.Show(True)
2472	ix +=1
2473	# Units
2474	if self.model.details.has_key(item):
2475	units = wx.StaticText(self, -1,
2476	self.model.details[item][0], style=wx.ALIGN_LEFT)
2477	else:
2478	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2479	sizer.Add(units, (iy,ix),(1,1),
2480	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2481
2482	##[cb state, name, value, "+/-", error of fit, min, max , units]
2483	self.parameters.append([cb,item, ctl1,
2484	text2,ctl2, ctl3, ctl4,units])
2485
2486	iy+=1
2487	sizer.Add((10,10),(iy,ix),(1,1),
2488	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2489
2490	# type can be either Guassian or Array
2491	if len(self.model.dispersion.values())>0:
2492	type= self.model.dispersion.values()[0]["type"]
2493	else:
2494	type = "Gaussian"
2495
2496	iy += 1
2497	ix = 0
2498	#Add tile for orientational angle
2499	for item in keys:
2500	if item in self.model.orientation_params:
2501	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2502	sizer.Add(orient_angle,(iy, ix),(1,1),
2503	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2504	if not self.data.__class__.__name__ =="Data2D":
2505	orient_angle.Hide()
2506	else:
2507	orient_angle.Show(True)
2508	break
2509
2510	#For Gaussian only
2511	if type.lower() != "array":
2512	for item in self.model.orientation_params:
2513	if not item in self.disp_list:
2514	##prepare a spot to store min max
2515	if not self.model.details.has_key(item):
2516	self.model.details [item] = ["",None,None]
2517
2518	iy += 1
2519	ix = 0
2520	## add parameters name with checkbox for selecting to fit
2521	cb = wx.CheckBox(self, -1, item )
2522	cb.SetValue(False)
2523	cb.SetToolTipString("Check for fitting")
2524	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2525	if self.data.__class__.__name__ =="Data2D":
2526	cb.Show(True)
2527	else:
2528	cb.Hide()
2529	sizer.Add( cb,( iy, ix),(1,1),
2530	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2531
2532	## add parameter value
2533	ix += 1
2534	value= self.model.getParam(item)
2535	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2536	style=wx.TE_PROCESS_ENTER)
2537	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2538	ctl1.SetValue(format_number(value))
2539	if self.data.__class__.__name__ =="Data2D":
2540	ctl1.Show(True)
2541	else:
2542	ctl1.Hide()
2543	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2544	## text to show error sign
2545	ix += 1
2546	text2=wx.StaticText(self, -1, '+/-')
2547	sizer.Add(text2,(iy, ix),(1,1),\
2548	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2549	text2.Hide()
2550	ix += 1
2551	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH,20), style=0)
2552	sizer.Add(ctl2, (iy,ix),(1,1),
2553	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2554	ctl2.Hide()
2555
2556
2557	ix += 1
2558	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2559	style=wx.TE_PROCESS_ENTER,
2560	text_enter_callback = self._onparamRangeEnter)
2561
2562	sizer.Add(ctl3, (iy,ix),(1,1),
2563	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2564	ctl3.Hide()
2565
2566	ix += 1
2567	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,20),
2568	style=wx.TE_PROCESS_ENTER,
2569	text_enter_callback = self._onparamRangeEnter)
2570	sizer.Add(ctl4, (iy,ix),(1,1),
2571	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2572
2573	ctl4.Hide()
2574
2575	if self.engine_type =="park" and \
2576	self.data.__class__.__name__ =="Data2D":
2577	ctl3.Show(True)
2578	ctl4.Show(True)
2579
2580	ix +=1
2581	# Units
2582	if self.model.details.has_key(item):
2583	units = wx.StaticText(self, -1,
2584	self.model.details[item][0],
2585	style=wx.ALIGN_LEFT)
2586	else:
2587	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2588	if self.data.__class__.__name__ =="Data2D":
2589	units.Show(True)
2590
2591	else:
2592	units.Hide()
2593
2594	sizer.Add(units, (iy,ix),(1,1),
2595	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2596
2597	##[cb state, name, value, "+/-", error of fit,min,max,units]
2598	self.parameters.append([cb,item, ctl1,
2599	text2,ctl2, ctl3, ctl4,units])
2600	self.orientation_params.append([cb,item, ctl1,
2601	text2,ctl2, ctl3, ctl4,units])
2602
2603	iy+=1
2604
2605	#Display units text on panel
2606	for item in keys:
2607	if self.model.details.has_key(item):
2608	self.text2_4.Show()
2609	#Fill the list of fittable parameters
2610	self.select_all_param(event=None)
2611
2612	self.save_current_state_fit()
2613	boxsizer1.Add(sizer)
2614	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2615	self.sizer3.Layout()
2616	self.Layout()
2617	self.Refresh()
2618	self.SetupScrolling()
2619
2620
2621	class BGTextCtrl(wx.TextCtrl):
2622	"""
2623	Text control used to display outputs.
2624	No editing allowed. The background is
2625	grayed out. User can't select text.
2626	"""
2627	def __init__(self, args, *kwds):
2628	wx.TextCtrl.__init__(self, args, *kwds)
2629	self.SetEditable(False)
2630	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
2631
2632	# Bind to mouse event to avoid text highlighting
2633	# The event will be skipped once the call-back
2634	# is called.
2635	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2636
2637	def _click(self, event):
2638	"""
2639	Prevent further handling of the mouse event
2640	by not calling Skip().
2641	"""
2642	pass
2643
2644	"""
2645	Example: ::
2646
2647	class HelpWindow(wx.Frame):
2648	def __init__(self, parent, id, title):
2649	wx.Frame.__init__(self, parent, id, title, size=(570, 400))
2650
2651	from sans.models.CylinderModel import CylinderModel
2652	model = CylinderModel()
2653
2654	from danse.common.plottools.plottables import Data1D
2655	data= Data1D(x=[1,2], y=[3,4], dy=[0.1, 0,1])
2656
2657	from fitpanel import PageInfo
2658	myinfo = PageInfo(self, model, data=data )
2659
2660	## add data
2661
2662	from models import ModelList
2663	mylist= ModelList()
2664
2665	from sans.models.SphereModel import SphereModel
2666	from sans.models.SquareWellStructure import SquareWellStructure
2667	from sans.models.DebyeModel import DebyeModel
2668	from sans.models.LineModel import LineModel
2669	name= "shapes"
2670	list1= [SphereModel]
2671	mylist.set_list( name, list1)
2672
2673	name= "Shape-independent"
2674	list1= [DebyeModel]
2675	mylist.set_list( name, list1)
2676
2677	name= "Structure Factors"
2678	list1= [SquareWellStructure]
2679	mylist.set_list( name, list1)
2680
2681	name= "Added models"
2682	list1= [LineModel]
2683	mylist.set_list( name, list1)
2684
2685	myinfo.model_list_box = mylist.get_list()
2686
2687	self.page = FitPage(self, myinfo)
2688
2689	self.Centre()
2690	self.Show(True)
2691
2692	if __name__=="__main__":
2693	app = wx.App()
2694	HelpWindow(None, -1, 'HelpWindow')
2695	app.MainLoop()
2696	"""
2697

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ 883e5f5

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