fitpage.py @ 1c95d15

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 1c95d15 was 2296316, checked in by Jae Cho <jhjcho@…>, 14 years ago
moving features from the branch
Property mode set to `100644`
File size: 115.2 KB

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1
2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	from DataLoader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.utils import format_number,check_float
14
15	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
16	_BOX_WIDTH = 76
17	_DATA_BOX_WIDTH = 300
18	SMEAR_SIZE_L = 0.005
19	SMEAR_SIZE_H = 0.006
20
21	import basepage
22	from basepage import BasicPage
23	from basepage import PageInfoEvent
24	from sans.models.qsmearing import smear_selection
25
26	class FitPage(BasicPage):
27	"""
28	FitPanel class contains fields allowing to display results when
29	fitting a model and one data
30
31	:note: For Fit to be performed the user should check at least one parameter
32	on fit Panel window.
33	"""
34
35	def __init__(self,parent, color='rand'):
36	"""
37	Initialization of the Panel
38	"""
39	BasicPage.__init__(self, parent, color=color)
40
41	## draw sizer
42	self._fill_datainfo_sizer()
43	self.is_2D = None
44	# get smear info from data
45	self._get_smear_info()
46	self._fill_model_sizer( self.sizer1)
47	self._get_defult_custom_smear()
48	self._fill_range_sizer()
49	self._set_smear(self.data)
50	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
51	# bind key event
52	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
53	self._set_bookmark_flag(False)
54	self._set_save_flag(False)
55
56
57
58	def _on_fit_complete(self):
59	"""
60	When fit is complete ,reset the fit button label.
61	"""
62	self.btFit.SetLabel("Fit")
63	self.bind_fit_button()
64
65	def _is_2D(self):
66	"""
67	Check if data_name is Data2D
68
69	:return: True or False
70
71	"""
72	if self.data.__class__.__name__ =="Data2D":
73	return True
74	return False
75
76	def _on_engine_change(self, name):
77	"""
78	get the current name of the fit engine type
79	and update the panel accordingly
80	"""
81
82	self.engine_type = str(name)
83	self.state.engine_type = self.engine_type
84	if len(self.parameters) == 0:
85	self.Layout()
86	return
87	self.Layout()
88	self.Refresh()
89
90
91
92	def _fill_range_sizer(self):
93	"""
94	Fill the sizer containing the plotting range
95	add access to npts
96	"""
97	is_2Ddata = False
98
99	# Check if data is 2D
100	if self.data.__class__.__name__ == 'Data2D':
101	is_2Ddata = True
102
103	title = "Fitting"
104	#smear messages & titles
105	smear_message_none = "No smearing is selected..."
106	smear_message_dqdata = "The dQ data is being used for smearing..."
107	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
108	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
109	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
110	smear_message_2d_x_title = "<dQp>[1/A]:"
111	smear_message_2d_y_title = "<dQs>[1/A]:"
112	smear_message_pinhole_min_title = "dQ_low[1/A]:"
113	smear_message_pinhole_max_title = "dQ_high[1/A]:"
114	smear_message_slit_height_title = "Slit height[1/A]:"
115	smear_message_slit_width_title = "Slit width[1/A]:"
116
117	self._get_smear_info()
118
119	#Sizers
120	box_description_range = wx.StaticBox(self, -1,str(title))
121	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
122	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
123	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
124	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
125	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
126	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
127	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
128	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
129	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
130	sizer_fit = wx.GridSizer(2, 4,2,6)
131
132	# combobox for smear2d accuracy selection
133	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
134	self._set_accuracy_list()
135	self.smear_accuracy.SetValue(self.smear2d_accuracy)
136	self.smear_accuracy.SetSelection(0)
137	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
138
139	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
140
141	#Fit button
142	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
143	self.default_bt_colour = self.btFit.GetBackgroundColour()
144	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
145	self.btFit.SetToolTipString("Start fitting.")
146
147	#textcntrl for custom resolution
148	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
149	text_enter_callback = self.onPinholeSmear)
150	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
151	text_enter_callback = self.onPinholeSmear)
152	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
153	text_enter_callback = self.onSlitSmear)
154	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
155	text_enter_callback = self.onSlitSmear)
156
157	## smear
158	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
159	self.smear_data_left.SetValue(str(self.dq_l))
160	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
161	self.smear_data_right.SetValue(str(self.dq_r))
162
163	#set default values for smear
164	self.smear_pinhole_max.SetValue(str(self.dx_max))
165	self.smear_pinhole_min.SetValue(str(self.dx_min))
166	self.smear_slit_height.SetValue(str(self.dxl))
167	self.smear_slit_width.SetValue(str(self.dxw))
168
169	#Filling the sizer containing instruments smearing info.
170	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
171	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
172	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
173	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
174	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
175	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
176	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
177	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
178	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
179	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
180	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
181	self.disable_smearer.SetValue(True)
182
183	# add 4 types of smearing to the sizer
184	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
185	sizer_smearer.Add((10,10))
186	sizer_smearer.Add( self.enable_smearer)
187	sizer_smearer.Add((10,10))
188	sizer_smearer.Add( self.pinhole_smearer )
189	sizer_smearer.Add((10,10))
190	sizer_smearer.Add( self.slit_smearer )
191	sizer_smearer.Add((10,10))
192
193	# StaticText for chi2, N(for fitting), Npts
194	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
195	self.tcChi.SetToolTipString("Chi2/Npts")
196	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
197	self.Npts_fit.SetToolTipString(" Npts : number of points selected for fitting")
198	self.Npts_total = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
199	self.Npts_total.SetToolTipString(" Total Npts : total number of data points")
200	# Update and Draw button
201	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
202	self.draw_button.Bind(wx.EVT_BUTTON, self._onDraw,id= self.draw_button.GetId())
203	self.draw_button.SetToolTipString("Compute and Draw.")
204
205	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
206	box_description_2= wx.StaticText(self, -1,'Fitted Npts')
207	box_description_3= wx.StaticText(self, -1,'Data Npts')
208	#box_description_4= wx.StaticText(self, -1,' ')
209
210
211	sizer_fit.Add(box_description_1,0,0)
212	sizer_fit.Add(box_description_2,0,0)
213	sizer_fit.Add(box_description_3,0,0)
214	sizer_fit.Add(self.draw_button,0,0)
215	sizer_fit.Add(self.tcChi,0,0)
216	sizer_fit.Add(self.Npts_fit ,0,0)
217	sizer_fit.Add(self.Npts_total,0,0)
218	sizer_fit.Add(self.btFit,0,0)
219
220	# StaticText for smear
221	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
222	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
223	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
224	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
225	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
226	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
227	self.smear_description_smear_type.SetValue(str(self.dq_l))
228	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
229	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
230	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
231	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
232	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
233	self.smear_description_2d_x.SetToolTipString(" dQp(parallel) in q_r direction.")
234	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
235	self.smear_description_2d_y.SetToolTipString(" dQs(perpendicular) in q_phi direction.")
236	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
237	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
238	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
239	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
240
241	#arrange sizers
242	#boxsizer1.Add( self.tcChi )
243	self.sizer_set_smearer.Add(sizer_smearer )
244	self.sizer_set_smearer.Add((10,10))
245	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
246	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
247	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
248	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
249	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
250	self.sizer_new_smear.Add( self.smear_accuracy )
251	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
252	self.sizer_new_smear.Add((15,-1))
253	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
254	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
255	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
256
257	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
258	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
259	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
260	self.sizer_new_smear.Add((20,-1))
261	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
262	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
263	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
264
265	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
266	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
267	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
268
269	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
270	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
271	self.sizer_set_smearer.Add((5,2))
272	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
273
274	# add all to chi2 sizer
275	sizer_smearer_box.Add(self.sizer_set_smearer)
276	sizer_chi2.Add(sizer_smearer_box)
277	sizer_chi2.Add((-1,5))
278
279	# hide all smear messages and textctrl
280	self._hide_all_smear_info()
281
282	# get smear_selection
283	self.current_smearer= smear_selection( self.data, self.model )
284
285	# Show only the relevant smear messages, etc
286	if self.current_smearer == None:
287	if not is_2Ddata:
288	self.smear_description_none.Show(True)
289	self.enable_smearer.Disable()
290	else:
291	self.smear_description_none.Show(True)
292	#self.smear_description_2d.Show(True)
293	#self.pinhole_smearer.Disable()
294	self.slit_smearer.Disable()
295	#self.enable_smearer.Disable()
296	else: self._show_smear_sizer()
297	boxsizer_range.Add(self.sizer_set_masking)
298	#2D data? default
299	is_2Ddata = False
300
301	#check if it is 2D data
302	if self.data.__class__.__name__ == 'Data2D':
303	is_2Ddata = True
304
305	self.sizer5.Clear(True)
306
307	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
308	style=wx.TE_PROCESS_ENTER,
309	text_enter_callback = self._onQrangeEnter)
310	self.qmin.SetValue(str(self.qmin_x))
311	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
312
313	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
314	style=wx.TE_PROCESS_ENTER,
315	text_enter_callback=self._onQrangeEnter)
316	self.qmax.SetValue(str(self.qmax_x))
317	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
318
319	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
320	style=wx.TE_PROCESS_ENTER,
321	text_enter_callback=self._onQrangeEnter)
322	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
323	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
324	id = wx.NewId()
325	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
326
327	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
328	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
329
330	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
331	sizer= wx.GridSizer(2, 5,0, 0)
332
333	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
334	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
335	self.btEditMask.SetToolTipString("Edit Mask.")
336	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
337
338	sizer.Add(wx.StaticText(self, -1, 'Q range'))
339	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
340	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
341	sizer.Add(wx.StaticText(self, -1, ' Theory Npts'))
342	sizer.Add(self.EditMask_title)
343	sizer.Add(self.reset_qrange)
344	sizer.Add(self.qmin)
345	sizer.Add(self.qmax)
346	sizer.Add(self.theory_npts_tcrtl)
347	sizer.Add(self.btEditMask)
348	boxsizer_range.Add(sizer_chi2)
349	boxsizer_range.Add((10,10))
350	boxsizer_range.Add(sizer)
351
352	boxsizer_range.Add((10,15))
353	boxsizer_range.Add(sizer_fit)
354	if is_2Ddata:
355	self.btEditMask.Enable()
356	self.EditMask_title.Enable()
357	else:
358	self.btEditMask.Disable()
359	self.EditMask_title.Disable()
360	## save state
361	self.save_current_state()
362	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
363	self.sizer5.Layout()
364
365	def _fill_datainfo_sizer(self):
366	"""
367	fill sizer 0 with data info
368	"""
369	## no loaded data , don't fill the sizer
370	if self.data is None:
371	data_min = ""
372	data_max = ""
373	data_name = ""
374	else:
375	data_name = self.data.name
376	#set maximum range for x in linear scale
377	if not hasattr(self.data,"data"): #Display only for 1D data fit
378	# Minimum value of data
379	data_min = min(self.data.x)
380	# Maximum value of data
381	data_max = max(self.data.x)
382	else:
383	## Minimum value of data
384	data_min = 0
385	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
386	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
387	## Maximum value of data
388	data_max = math.sqrt(xx + yy)
389	## set q range to plot
390	self.qmin_x = data_min
391	self.qmax_x = data_max
392	box_description= wx.StaticBox(self, -1, 'Data')
393	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
394	#----------------------------------------------------------
395	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
396	#Filling the sizer containing data related fields
397	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
398	self.dataSource = BGTextCtrl(self, -1)
399	self.dataSource.SetValue(str(data_name))
400	#self.dataSource.SetEditable(False)
401	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
402	sizer_data.Add(wx.StaticText(self, -1, 'Source Name : '))
403	sizer_data.Add(self.dataSource )
404	sizer_data.Add( (0,5) )
405
406	#---------sizer 2 draw--------------------------------
407	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
408	style=wx.ALIGN_LEFT)
409	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
410	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
411	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
412	self.minimum_q.SetValue(str(data_min))
413	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
414	self.maximum_q.SetValue(str(data_max))
415	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
416	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
417	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
418	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
419	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
420	boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
421	#------------------------------------------------------------
422	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
423	self.sizer0.Layout()
424
425	def _fill_model_sizer(self, sizer):
426	"""
427	fill sizer containing model info
428	"""
429	##Add model function Details button in fitpanel.
430	##The following 3 lines are for Mac. Let JHC know before modifying...
431	title = "Model"
432	box_description= wx.StaticBox(self, -1,str(title))
433	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
434
435	id = wx.NewId()
436	self.model_help =wx.Button(self,id,'Details', size=(80,23))
437	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
438	self.model_help.SetToolTipString("Model Function Help")
439	id = wx.NewId()
440	self.model_view = wx.Button(self, id,"Switch to 2D", size=(80, 23))
441	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
442	hint = "toggle view of model from 1D to 2D or 2D from 1D"
443	self.model_view.SetToolTipString(hint)
444
445	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
446	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
447	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
448	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
449
450	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
451	id= self.shape_rbutton.GetId())
452	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
453	id= self.shape_indep_rbutton.GetId())
454	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
455	id= self.struct_rbutton.GetId())
456	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
457	id= self.plugin_rbutton.GetId())
458	#MAC needs SetValue
459	self.shape_rbutton.SetValue(True)
460
461	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
462	sizer_radiobutton.Add(self.shape_rbutton)
463	sizer_radiobutton.Add(self.shape_indep_rbutton)
464	#sizer_radiobutton.Add((5, 5))
465	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
466	sizer_radiobutton.Add(self.plugin_rbutton)
467	sizer_radiobutton.Add(self.struct_rbutton)
468	#sizer_radiobutton.Add((5, 5))
469	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
470
471	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
472	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
473
474	self.text1 = wx.StaticText(self,-1,"" )
475	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
476	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
477	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
478	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
479	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
480
481	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
482	if self.model!= None:
483	self.formfactorbox.SetValue(self.model.name)
484	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
485	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
486	self.initialize_combox()
487	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
488
489	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
490	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
491	## check model type to show sizer
492	if self.model !=None:
493	self._set_model_sizer_selection(self.model)
494
495	sizer_selection.Add(self.text1)
496	sizer_selection.Add((5, 5))
497	sizer_selection.Add(self.formfactorbox)
498	sizer_selection.Add((5, 5))
499	sizer_selection.Add(self.text2)
500	sizer_selection.Add((5, 5))
501	sizer_selection.Add(self.structurebox)
502
503	mutifactor_selection.Add((10,5))
504	mutifactor_selection.Add(self.mutifactor_text)
505	mutifactor_selection.Add(self.multifactorbox)
506	mutifactor_selection.Add((5, 5))
507	mutifactor_selection.Add(self.mutifactor_text1)
508	mutifactor_selection.Add((10, 5))
509	mutifactor_selection.Add(self.show_sld_button)
510
511
512	boxsizer1.Add(sizer_radiobutton)
513	boxsizer1.Add((10, 10))
514	boxsizer1.Add(sizer_selection)
515	boxsizer1.Add((10, 10))
516	boxsizer1.Add(mutifactor_selection)
517
518	self._set_multfactor_combobox()
519	self.multifactorbox.SetSelection(1)
520	self.show_sld_button.Hide()
521	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
522	sizer.Layout()
523
524	def _set_sizer_dispersion(self):
525	"""
526	draw sizer with gaussian dispersity parameters
527	"""
528	self.fittable_param=[]
529	self.fixed_param=[]
530	self.orientation_params_disp=[]
531
532	self.sizer4_4.Clear(True)
533	if self.model==None:
534	##no model is selected
535	return
536	if not self.enable_disp.GetValue():
537	## the user didn't select dispersity display
538	return
539
540	self._reset_dispersity()
541
542	## fill a sizer with the combobox to select dispersion type
543	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
544	model_disp = wx.StaticText(self, -1, 'Function')
545
546	import sans.models.dispersion_models
547	self.polydisp= sans.models.dispersion_models.models
548
549	ix = 0
550	iy = 0
551	disp = wx.StaticText(self, -1, ' ')
552	self.sizer4_4.Add(disp,( iy, ix),(1,1),
553	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
554	ix += 1
555	values = wx.StaticText(self, -1, 'PD[ratio]')
556	polytext = "Polydispersity (= STD/mean); "
557	polytext += "the standard deviation over the mean value."
558	values.SetToolTipString(polytext)
559
560	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
561	0)
562	ix +=2
563	self.text_disp_1 = wx.StaticText(self, -1, '')
564	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
565	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
566
567
568	ix +=1
569	self.text_disp_min = wx.StaticText(self, -1, 'Min')
570	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
571	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
572
573	ix +=1
574	self.text_disp_max = wx.StaticText(self, -1, 'Max')
575	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
576	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
577	self.text_disp_max.Hide()
578
579
580	ix += 1
581	npts = wx.StaticText(self, -1, 'Npts')
582	npts.SetToolTipString("Number of sampling points for the numerical\n\
583	integration over the distribution function.")
584	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
585	ix += 1
586	nsigmas = wx.StaticText(self, -1, 'Nsigs')
587	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
588	of the distribution function will be used for weighting. \n\
589	The value '3' covers 99.5% for Gaussian distribution \n\
590	function. Note: Not recommended to change this value.")
591	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
592	0)
593	ix +=1
594	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
595	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
596
597	if self.engine_type=="park":
598	self.text_disp_max.Show(True)
599	self.text_disp_min.Show(True)
600
601	for item in self.model.dispersion.keys():
602	if not item in self.model.orientation_params:
603	if not self.disp_cb_dict.has_key(item):
604	self.disp_cb_dict[item]= None
605	name0="Distribution of " + item
606	name1=item+".width"
607	name2=item+".npts"
608	name3=item+".nsigmas"
609	if not self.model.details.has_key(name1):
610	self.model.details [name1] = ["",None,None]
611
612	iy += 1
613	for p in self.model.dispersion[item].keys():
614
615	if p=="width":
616	ix = 0
617	cb = wx.CheckBox(self, -1, name0, (10, 10))
618	cb.SetToolTipString("Check mark to fit")
619	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
620	self.sizer4_4.Add( cb,( iy, ix),(1,1),
621	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
622	5)
623	ix = 1
624	value= self.model.getParam(name1)
625	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
626	,style=wx.TE_PROCESS_ENTER)
627	ctl1.SetLabel('PD[ratio]')
628	poly_text = "Polydispersity (STD/mean) of %s\n" % item
629	poly_text += "STD: the standard deviation"
630	poly_text += " from the mean value."
631	ctl1.SetToolTipString(poly_text)
632	ctl1.SetValue(str (format_number(value, True)))
633	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
634	## text to show error sign
635	ix = 2
636	text2=wx.StaticText(self, -1, '+/-')
637	self.sizer4_4.Add(text2,(iy, ix),(1,1),
638	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
639	text2.Hide()
640
641	ix = 3
642	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
643	style=0)
644
645	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
646	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
647
648	ctl2.Hide()
649
650	ix = 4
651	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
652	20), style=wx.TE_PROCESS_ENTER,
653	text_enter_callback = self._onparamRangeEnter)
654
655	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
656	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
657
658
659	ix = 5
660	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
661	20), style=wx.TE_PROCESS_ENTER,
662	text_enter_callback = self._onparamRangeEnter)
663
664	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
665	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
666
667
668	if self.engine_type=="park":
669	ctl3.Show(True)
670	ctl4.Show(True)
671
672	elif p=="npts":
673	ix = 6
674	value= self.model.getParam(name2)
675	Tctl = self.ModelTextCtrl(self, -1,
676	size=(_BOX_WIDTH/2.2,20),
677	style=wx.TE_PROCESS_ENTER)
678
679	Tctl.SetValue(str (format_number(value)))
680	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
681	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
682	self.fixed_param.append([None,name2, Tctl,None,None,
683	None, None,None])
684	elif p=="nsigmas":
685	ix = 7
686	value= self.model.getParam(name3)
687	Tct2 = self.ModelTextCtrl(self, -1,
688	size=(_BOX_WIDTH/2.2,20),
689	style=wx.TE_PROCESS_ENTER)
690
691	Tct2.SetValue(str (format_number(value)))
692	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
693	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
694	#ix +=1
695	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
696	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
697
698	self.fixed_param.append([None, name3, Tct2,
699	None, None, None,
700	None, None])
701
702
703	ix = 8
704	disp_box = wx.ComboBox(self, -1,size=(65,-1),
705	style=wx.CB_READONLY, name = '%s'% name1)
706	for key, value in self.polydisp.iteritems():
707	name_disp = str(key)
708	disp_box.Append(name_disp,value)
709	disp_box.SetStringSelection("gaussian")
710	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
711	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
712	self.fittable_param.append([cb,name1,ctl1,text2,
713	ctl2, ctl3, ctl4, disp_box])
714
715	ix =0
716	iy +=1
717	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
718	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
719	first_orient = True
720	for item in self.model.dispersion.keys():
721	if item in self.model.orientation_params:
722	if not self.disp_cb_dict.has_key(item):
723	self.disp_cb_dict[item]= None
724	name0="Distribution of " + item
725	name1=item+".width"
726	name2=item+".npts"
727	name3=item+".nsigmas"
728
729	if not self.model.details.has_key(name1):
730	self.model.details [name1] = ["",None,None]
731
732
733	iy += 1
734	for p in self.model.dispersion[item].keys():
735
736	if p=="width":
737	ix = 0
738	cb = wx.CheckBox(self, -1, name0, (10, 10))
739	cb.SetToolTipString("Check mark to fit")
740	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
741	self.sizer4_4.Add( cb,( iy, ix),(1,1),
742	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
743	5)
744	if self.data.__class__.__name__ =="Data2D":
745	cb.Show(True)
746	elif cb.IsShown():
747	cb.Hide()
748	ix = 1
749	value= self.model.getParam(name1)
750	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
751	20),style=wx.TE_PROCESS_ENTER)
752	poly_tip = "Absolute Sigma for %s." % item
753	ctl1.SetToolTipString(poly_tip)
754	ctl1.SetValue(str (format_number(value, True)))
755	if self.data.__class__.__name__ =="Data2D":
756	if first_orient:
757	values.SetLabel('PD[ratio], Sig[deg]')
758	poly_text = "PD(polydispersity for lengths):\n"
759	poly_text += "It should be a value between"
760	poly_text += "0 and 1\n"
761	poly_text += "Sigma for angles: \n"
762	poly_text += "It is the STD (ratio*mean)"
763	poly_text += " of the distribution.\n "
764
765	values.SetToolTipString(poly_text)
766	first_orient = False
767	ctl1.Show(True)
768	elif ctl1.IsShown():
769	ctl1.Hide()
770
771	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
772	## text to show error sign
773	ix = 2
774	text2=wx.StaticText(self, -1, '+/-')
775	self.sizer4_4.Add(text2,(iy, ix),(1,1),
776	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
777	text2.Hide()
778
779	ix = 3
780	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
781	style=0)
782
783	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
784	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
785	ctl2.Hide()
786
787	ix = 4
788	ctl3 = self.ModelTextCtrl(self, -1,
789	size=(_BOX_WIDTH/2,20),
790	style=wx.TE_PROCESS_ENTER,
791	text_enter_callback = self._onparamRangeEnter)
792
793	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
794	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
795
796	ctl3.Hide()
797
798	ix = 5
799	ctl4 = self.ModelTextCtrl(self, -1,
800	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
801	text_enter_callback = self._onparamRangeEnter)
802	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
803	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
804	ctl4.Hide()
805
806	if self.data.__class__.__name__ =="Data2D":
807	ctl3.Show(True)
808	ctl4.Show(True)
809
810	elif p=="npts":
811	ix = 6
812	value= self.model.getParam(name2)
813	Tctl = self.ModelTextCtrl(self, -1,
814	size=(_BOX_WIDTH/2.2, 20),
815	style=wx.TE_PROCESS_ENTER)
816
817	Tctl.SetValue(str (format_number(value)))
818	if self.data.__class__.__name__ =="Data2D":
819	Tctl.Show(True)
820	else:
821	Tctl.Hide()
822	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
823	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
824	self.fixed_param.append([None,name2, Tctl,None,None,
825	None, None,None])
826	self.orientation_params_disp.append([None,name2,
827	Tctl,None,None,
828	None, None,None])
829	elif p=="nsigmas":
830	ix = 7
831	value= self.model.getParam(name3)
832	Tct2 = self.ModelTextCtrl(self, -1,
833	size=(_BOX_WIDTH/2.2,20),
834	style=wx.TE_PROCESS_ENTER)
835
836	Tct2.SetValue(str (format_number(value)))
837	if self.data.__class__.__name__ =="Data2D":
838	Tct2.Show(True)
839	else:
840	Tct2.Hide()
841	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
842	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
843
844
845	self.fixed_param.append([None,name3, Tct2
846	,None,None, None, None,None])
847
848	self.orientation_params_disp.append([None,name3,
849	Tct2 ,None,None, None, None,None])
850
851
852	ix = 8
853	disp_box = wx.ComboBox(self, -1,size=(65,-1),
854	style=wx.CB_READONLY, name = '%s'% name1)
855	for key, value in self.polydisp.iteritems():
856	name_disp = str(key)
857	disp_box.Append(name_disp,value)
858	disp_box.SetStringSelection("gaussian")
859	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
860	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
861	self.fittable_param.append([cb,name1,ctl1,text2,
862	ctl2, ctl3, ctl4, disp_box])
863	self.orientation_params_disp.append([cb,name1,ctl1,
864	text2, ctl2, ctl3, ctl4, disp_box])
865
866	if self.data.__class__.__name__ =="Data2D":
867	disp_box.Show(True)
868	else:
869	disp_box.Hide()
870
871
872	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
873
874	self.state.model = self.model.clone()
875	## save state into
876	self.state.cb1 = self.cb1.GetValue()
877	self._copy_parameters_state(self.parameters, self.state.parameters)
878	self._copy_parameters_state(self.orientation_params_disp,
879	self.state.orientation_params_disp)
880	self._copy_parameters_state(self.fittable_param,
881	self.state.fittable_param)
882	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
883
884
885	wx.PostEvent(self.parent, StatusEvent(status=\
886	" Selected Distribution: Gaussian"))
887	#Fill the list of fittable parameters
888	self.select_all_param(event=None)
889
890	self.Layout()
891
892
893	def _onDraw(self, event):
894	"""
895	Update and Draw the model
896	"""
897	if self.model ==None:
898	msg="Please select a Model first..."
899	wx.MessageBox(msg, 'Info')
900	wx.PostEvent(self.manager.parent, StatusEvent(status=\
901	"Draw model: %s"%msg))
902	return
903	flag = self._update_paramv_on_fit()
904	self._onparamEnter_helper()
905	if not flag:
906	msg= "The parameters are invalid"
907	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
908	return
909
910
911	def _onFit(self, event):
912	"""
913	Allow to fit
914	"""
915	if self.data is None:
916	msg = "Please select a Data first..."
917	wx.MessageBox(msg, 'Info')
918	wx.PostEvent(self._manager.parent, StatusEvent(status=\
919	"Fit: %s" % msg))
920	return
921	if self.model is None:
922	msg = "Please select a Model first..."
923	wx.MessageBox(msg, 'Info')
924	wx.PostEvent(self._manager.parent, StatusEvent(status=\
925	"Fit: %s"%msg, type="stop"))
926	return
927
928	flag = self._update_paramv_on_fit()
929
930	if not flag:
931	msg= "Fitting range or parameters are invalid"
932	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
933	type="stop"))
934	return
935
936	if len(self.param_toFit) <= 0:
937	msg= "Select at least one parameter to fit"
938	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
939	type="stop" ))
940	return
941
942	self.select_param(event =None)
943
944	#Clear errors if exist from previous fitting
945	#self._clear_Err_on_Fit()
946
947	# Remove or do not allow fitting on the Q=0 point, especially
948	# when y(q=0)=None at x[0].
949	self.qmin_x = float(self.qmin.GetValue())
950	self.qmax_x = float( self.qmax.GetValue())
951	self._manager._reset_schedule_problem(value=0)
952	self._manager.schedule_for_fit(uid=self.uid,value=1, fitproblem =None)
953	self._manager.set_fit_range(uid=self.uid,qmin= self.qmin_x,
954	qmax= self.qmax_x)
955
956	#single fit
957	self._manager.onFit()
958	self.btFit.SetLabel("Stop")
959	self.bind_fit_button()
960
961	def bind_fit_button(self):
962	"""
963	bind the fit button to either fit handler or stop fit handler
964	"""
965	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
966	if self.btFit.GetLabel().lower() == "stop":
967	self.btFit.SetBackgroundColour('red')
968	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
969	id=self.btFit.GetId())
970	elif self.btFit.GetLabel().lower() == "fit":
971	self.btFit.SetBackgroundColour(self.default_bt_colour)
972	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
973	id=self.btFit.GetId())
974	else:
975	msg = "FitPage: fit button has unknown label"
976	raise ValuerError, msg
977	self._manager._reset_schedule_problem(value=0)
978
979
980	def _StopFit(self, event):
981	"""
982	Stop fit
983	"""
984	#if self.engine_type=="scipy":
985	self._manager.stop_fit(self.uid)
986	self._manager._reset_schedule_problem(value=0)
987	self._on_fit_complete()
988
989	def _on_select_model(self, event=None):
990	"""
991	call back for model selection
992	"""
993
994
995	self._on_select_model_helper()
996	self.set_model_param_sizer(self.model)
997
998	if self.model is None:
999	self._set_bookmark_flag(False)
1000	self._set_save_flag(False)
1001	self.enable_disp.SetValue(False)
1002	self.disable_disp.SetValue(True)
1003	try:
1004	self.set_dispers_sizer()
1005	except:
1006	pass
1007	self.btFit.SetFocus()
1008	self.state.enable_disp = self.enable_disp.GetValue()
1009	self.state.disable_disp = self.disable_disp.GetValue()
1010	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1011	self.state.slit_smearer = self.slit_smearer.GetValue()
1012
1013	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1014	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1015
1016	if self.model != None:
1017	self._set_bookmark_flag(True)
1018	self._set_save_flag(True)
1019	# Reset smearer, model and data
1020	self._set_smear(self.data)
1021	try:
1022	# update smearer sizer
1023	self.onSmear(None)
1024	temp_smear = None
1025	if self.enable_smearer.GetValue():
1026	# Set the smearer environments
1027	temp_smear = self.smearer
1028	except:
1029	raise
1030	## error occured on chisqr computation
1031	#pass
1032	## event to post model to fit to fitting plugins
1033	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1034
1035	## set smearing value whether or not
1036	# the data contain the smearing info
1037	evt = ModelEventbox(model=self.model,
1038	smearer=temp_smear,
1039	qmin=float(self.qmin_x),
1040	uid=self.uid,
1041	qmax=float(self.qmax_x))
1042
1043	self._manager._on_model_panel(evt=evt)
1044	self.state.model = self.model.clone()
1045	self.state.model.name = self.model.name
1046	if event is not None:
1047	self._draw_model()
1048	if event != None:
1049
1050	## post state to fit panel
1051	event = PageInfoEvent(page = self)
1052	wx.PostEvent(self.parent, event)
1053	#update list of plugins if new plugin is available
1054	if self.plugin_rbutton.GetValue():
1055	temp = self.parent.update_model_list()
1056	if temp:
1057	self.model_list_box = temp
1058	current_val = self.formfactorbox.GetValue()
1059	pos = self.formfactorbox.GetSelection()
1060	self._show_combox_helper()
1061	self.formfactorbox.SetSelection(pos)
1062	self.formfactorbox.SetValue(current_val)
1063	self.SetupScrolling()
1064
1065
1066	def _onparamEnter(self,event):
1067	"""
1068	when enter value on panel redraw model according to changed
1069	"""
1070	if self.model ==None:
1071	msg="Please select a Model first..."
1072	wx.MessageBox(msg, 'Info')
1073	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1074	# "Parameters: %s"%msg))
1075	return
1076
1077	#default flag
1078	flag = False
1079	self.fitrange = True
1080	#get event object
1081	tcrtl = event.GetEventObject()
1082
1083	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1084	# updating ... ",type="update"))
1085	#Clear msg if previously shown.
1086	msg= ""
1087	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1088
1089	if check_float(tcrtl):
1090	flag = self._onparamEnter_helper()
1091	self.set_npts2fit()
1092	if self.fitrange:
1093	temp_smearer = None
1094	if not self.disable_smearer.GetValue():
1095	temp_smearer= self.current_smearer
1096	## set smearing value whether or not
1097	# the data contain the smearing info
1098	if self.slit_smearer.GetValue():
1099	flag1 = self.update_slit_smear()
1100	flag = flag or flag1
1101	elif self.pinhole_smearer.GetValue():
1102	flag1 = self.update_pinhole_smear()
1103	flag = flag or flag1
1104	elif self.data.__class__.__name__ !="Data2D":
1105	self._manager.set_smearer(smearer=temp_smearer,
1106	uid=self.uid,
1107	qmin= float(self.qmin_x),
1108	qmax= float(self.qmax_x),
1109	draw=True)
1110	if flag:
1111	#self.compute_chisqr(smearer= temp_smearer)
1112
1113	## new state posted
1114	if self.state_change:
1115	#self._undo.Enable(True)
1116	event = PageInfoEvent(page = self)
1117	wx.PostEvent(self.parent, event)
1118	self.state_change= False
1119	else:
1120	# invalid fit range: do nothing here:
1121	# msg already displayed in validate
1122	return
1123	else:
1124	self.save_current_state()
1125	msg= "Cannot Plot :Must enter a number!!! "
1126	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1127
1128	self.save_current_state()
1129	return
1130
1131	def _onparamRangeEnter(self, event):
1132	"""
1133	Check validity of value enter in the parameters range field
1134	"""
1135	#if self.check_invalid_panel():
1136	# return
1137	tcrtl= event.GetEventObject()
1138	#Clear msg if previously shown.
1139	msg= ""
1140	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1141	# Flag to register when a parameter has changed.
1142	is_modified = False
1143	if tcrtl.GetValue().lstrip().rstrip()!="":
1144	try:
1145	value = float(tcrtl.GetValue())
1146	tcrtl.SetBackgroundColour(wx.WHITE)
1147	self._check_value_enter(self.fittable_param ,is_modified)
1148	self._check_value_enter(self.parameters ,is_modified)
1149	except:
1150	tcrtl.SetBackgroundColour("pink")
1151	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1152	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1153	return
1154	else:
1155	tcrtl.SetBackgroundColour(wx.WHITE)
1156
1157	#self._undo.Enable(True)
1158	self.save_current_state()
1159	event = PageInfoEvent(page = self)
1160	wx.PostEvent(self.parent, event)
1161	self.state_change= False
1162
1163
1164	def _onQrangeEnter(self, event):
1165	"""
1166	Check validity of value enter in the Q range field
1167	"""
1168	#if self.check_invalid_panel():
1169	# return
1170	tcrtl= event.GetEventObject()
1171	#Clear msg if previously shown.
1172	msg= ""
1173	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1174	# Flag to register when a parameter has changed.
1175	is_modified = False
1176	if tcrtl.GetValue().lstrip().rstrip()!="":
1177	try:
1178	value = float(tcrtl.GetValue())
1179	tcrtl.SetBackgroundColour(wx.WHITE)
1180
1181	# If qmin and qmax have been modified, update qmin and qmax
1182	if self._validate_qrange( self.qmin, self.qmax):
1183	tempmin = float(self.qmin.GetValue())
1184	if tempmin != self.qmin_x:
1185	self.qmin_x = tempmin
1186	tempmax = float(self.qmax.GetValue())
1187	if tempmax != self.qmax_x:
1188	self.qmax_x = tempmax
1189	else:
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
1195	except:
1196	tcrtl.SetBackgroundColour("pink")
1197	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1198	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1199	return
1200	#Check if # of points for theory model are valid(>0).
1201	# check for 2d
1202	if self.data.__class__.__name__ =="Data2D":
1203	# set mask
1204	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1205	self.data.qy_data*self.data.qy_data )
1206	index_data = ((self.qmin_x <= radius)& \
1207	(radius<= self.qmax_x))
1208	index_data = (index_data)&(self.data.mask)
1209	index_data = (index_data)&(numpy.isfinite(self.data.data))
1210	if len(index_data[index_data]) < 10:
1211	msg = "Cannot Plot :No or too little npts in"
1212	msg += " that data range!!! "
1213	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1214	return
1215	else:
1216	self.data.mask = index_data
1217	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1218	self.set_npts2fit()
1219	else:
1220	index_data = ((self.qmin_x <= self.data.x)& \
1221	(self.data.x <= self.qmax_x))
1222	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1223
1224	else:
1225	tcrtl.SetBackgroundColour("pink")
1226	msg= "Model Error:wrong value entered!!!"
1227	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1228
1229	self._draw_model()
1230	##update chi2
1231	#self.compute_chisqr(smearer= temp_smearer)
1232	#self._undo.Enable(True)
1233	self.save_current_state()
1234	event = PageInfoEvent(page = self)
1235	wx.PostEvent(self.parent, event)
1236	self.state_change= False
1237	return
1238
1239	def _clear_Err_on_Fit(self):
1240	"""
1241	hide the error text control shown
1242	after fitting
1243	"""
1244
1245	if hasattr(self,"text2_3"):
1246	self.text2_3.Hide()
1247
1248	if len(self.parameters)>0:
1249	for item in self.parameters:
1250	#Skip t ifhe angle parameters if 1D data
1251	if self.data.__class__.__name__ !="Data2D":
1252	if item in self.orientation_params:
1253	continue
1254	if item in self.param_toFit:
1255	continue
1256	## hide statictext +/-
1257	if item[3]!=None and item[3].IsShown():
1258	item[3].Hide()
1259	## hide textcrtl for error after fit
1260	if item[4]!=None and item[4].IsShown():
1261	item[4].Hide()
1262
1263	if len(self.fittable_param)>0:
1264	for item in self.fittable_param:
1265	#Skip t ifhe angle parameters if 1D data
1266	if self.data.__class__.__name__ !="Data2D":
1267	if item in self.orientation_params:
1268	continue
1269	if item in self.param_toFit:
1270	continue
1271	## hide statictext +/-
1272	if item[3]!=None and item[3].IsShown():
1273	item[3].Hide()
1274	## hide textcrtl for error after fit
1275	if item[4]!=None and item[4].IsShown():
1276	item[4].Hide()
1277	return
1278
1279	def _get_defult_custom_smear(self):
1280	"""
1281	Get the defult values for custum smearing.
1282	"""
1283	# get the default values
1284	if self.dxl == None: self.dxl = 0.0
1285	if self.dxw == None: self.dxw = ""
1286	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1287	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1288
1289	def _get_smear_info(self):
1290	"""
1291	Get the smear info from data.
1292
1293	:return: self.smear_type, self.dq_l and self.dq_r,
1294	respectively the type of the smear, dq_min and
1295	dq_max for pinhole smear data
1296	while dxl and dxw for slit smear
1297
1298	"""
1299
1300	# default
1301	self.smear_type = None
1302	self.dq_l = None
1303	self.dq_r = None
1304	data = self.data
1305	if self.data is None:
1306	return
1307	elif self.data.__class__.__name__ == 'Data2D':
1308	if data.dqx_data == None or data.dqy_data ==None:
1309	return
1310	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1311	(data.dqx_data.any()!=0):
1312	self.smear_type = "Pinhole2d"
1313	self.dq_l = format_number(numpy.average(data.dqx_data))
1314	self.dq_r = format_number(numpy.average(data.dqy_data))
1315	return
1316	else:
1317	return
1318	# check if it is pinhole smear and get min max if it is.
1319	if data.dx != None and all(data.dx !=0):
1320	self.smear_type = "Pinhole"
1321	self.dq_l = data.dx[0]
1322	self.dq_r = data.dx[-1]
1323
1324	# check if it is slit smear and get min max if it is.
1325	elif data.dxl != None or data.dxw != None:
1326	self.smear_type = "Slit"
1327	if data.dxl != None and all(data.dxl !=0):
1328	self.dq_l = data.dxl[0]
1329	if data.dxw != None and all(data.dxw !=0):
1330	self.dq_r = data.dxw[0]
1331	#return self.smear_type,self.dq_l,self.dq_r
1332
1333	def _show_smear_sizer(self):
1334	"""
1335	Show only the sizers depending on smear selection
1336	"""
1337	# smear disabled
1338	if self.disable_smearer.GetValue():
1339	self.smear_description_none.Show(True)
1340	# 2Dsmear
1341	elif self._is_2D():
1342	self.smear_description_accuracy_type.Show(True)
1343	self.smear_accuracy.Show(True)
1344	self.smear_description_accuracy_type.Show(True)
1345	self.smear_description_2d.Show(True)
1346	self.smear_description_2d_x.Show(True)
1347	self.smear_description_2d_y.Show(True)
1348	if self.pinhole_smearer.GetValue():
1349	self.smear_pinhole_min.Show(True)
1350	self.smear_pinhole_max.Show(True)
1351	# smear from data
1352	elif self.enable_smearer.GetValue():
1353
1354	self.smear_description_dqdata.Show(True)
1355	if self.smear_type != None:
1356	self.smear_description_smear_type.Show(True)
1357	if self.smear_type == 'Slit':
1358	self.smear_description_slit_height.Show(True)
1359	self.smear_description_slit_width.Show(True)
1360	elif self.smear_type == 'Pinhole':
1361	self.smear_description_pin_min.Show(True)
1362	self.smear_description_pin_max.Show(True)
1363	self.smear_description_smear_type.Show(True)
1364	self.smear_description_type.Show(True)
1365	self.smear_data_left.Show(True)
1366	self.smear_data_right.Show(True)
1367	# custom pinhole smear
1368	elif self.pinhole_smearer.GetValue():
1369	if self.smear_type == 'Pinhole':
1370	self.smear_message_new_p.Show(True)
1371	self.smear_description_pin_min.Show(True)
1372	self.smear_description_pin_max.Show(True)
1373
1374	self.smear_pinhole_min.Show(True)
1375	self.smear_pinhole_max.Show(True)
1376	# custom slit smear
1377	elif self.slit_smearer.GetValue():
1378	self.smear_message_new_s.Show(True)
1379	self.smear_description_slit_height.Show(True)
1380	self.smear_slit_height.Show(True)
1381	self.smear_description_slit_width.Show(True)
1382	self.smear_slit_width.Show(True)
1383
1384	def _hide_all_smear_info(self):
1385	"""
1386	Hide all smearing messages in the set_smearer sizer
1387	"""
1388	self.smear_description_none.Hide()
1389	self.smear_description_dqdata.Hide()
1390	self.smear_description_type.Hide()
1391	self.smear_description_smear_type.Hide()
1392	self.smear_description_accuracy_type.Hide()
1393	self.smear_description_2d_x.Hide()
1394	self.smear_description_2d_y.Hide()
1395	self.smear_description_2d.Hide()
1396
1397	self.smear_accuracy.Hide()
1398	self.smear_data_left.Hide()
1399	self.smear_data_right.Hide()
1400	self.smear_description_pin_min.Hide()
1401	self.smear_pinhole_min.Hide()
1402	self.smear_description_pin_max.Hide()
1403	self.smear_pinhole_max.Hide()
1404	self.smear_description_slit_height.Hide()
1405	self.smear_slit_height.Hide()
1406	self.smear_description_slit_width.Hide()
1407	self.smear_slit_width.Hide()
1408	self.smear_message_new_p.Hide()
1409	self.smear_message_new_s.Hide()
1410
1411	def _set_accuracy_list(self):
1412	"""
1413	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1414	"""
1415	# list of accuracy choices
1416	list = ['Low','Med','High','Xhigh']
1417	for idx in range(len(list)):
1418	self.smear_accuracy.Append(list[idx],idx)
1419
1420	def _set_fun_box_list(self,fun_box):
1421	"""
1422	Set the list of func for multifunctional models
1423	"""
1424	# Check if it is multi_functional model
1425	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1426	return None
1427	# Get the func name list
1428	list = self.model.fun_list
1429	if len(list) == 0:
1430	return None
1431	# build function (combo)box
1432	ind = 0
1433	while(ind < len(list)):
1434	for key, val in list.iteritems():
1435	if (val == ind):
1436	fun_box.Append(key,val)
1437	break
1438	ind += 1
1439
1440	def _on_select_accuracy(self,event):
1441	"""
1442	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1443	"""
1444	#event.Skip()
1445	# Check if the accuracy is same as before
1446	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1447	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1448	if self.pinhole_smearer.GetValue():
1449	self.onPinholeSmear(event=None)
1450	else:
1451	self.onSmear(event=None)
1452	if self.current_smearer != None:
1453	self.current_smearer.set_accuracy(accuracy =
1454	self.smear2d_accuracy)
1455	event.Skip()
1456
1457	def _on_fun_box(self,event):
1458	"""
1459	Select an func: Erf,Rparabola,LParabola
1460	"""
1461	fun_val = None
1462	fun_box = event.GetEventObject()
1463	name = fun_box.Name
1464	value = fun_box.GetValue()
1465	if self.model.fun_list.has_key(value):
1466	fun_val = self.model.fun_list[value]
1467
1468	self.model.setParam(name,fun_val)
1469	# save state
1470	self._copy_parameters_state(self.str_parameters,
1471	self.state.str_parameters)
1472	# update params
1473	self._update_paramv_on_fit()
1474	# draw
1475	self._draw_model()
1476	self.Refresh()
1477	# get ready for new event
1478	event.Skip()
1479
1480	def _onMask(self, event):
1481	"""
1482	Build a panel to allow to edit Mask
1483	"""
1484
1485	from sans.guiframe.local_perspectives.plotting.masking \
1486	import MaskPanel as MaskDialog
1487
1488	self.panel = MaskDialog(self, data=self.data,id =-1 )
1489	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1490	self.panel.ShowModal()
1491	#wx.PostEvent(self.parent, event)
1492
1493	def _draw_masked_model(self,event):
1494	"""
1495	Draw model image w/mask
1496	"""
1497	event.Skip()
1498
1499	is_valid_qrange = self._update_paramv_on_fit()
1500
1501	if is_valid_qrange:
1502	# try re draw the model plot if it exists
1503	self._draw_model()
1504	self.panel.Destroy() # frame
1505	self.set_npts2fit()
1506	elif self.model == None:
1507	self.panel.Destroy()
1508	self.set_npts2fit()
1509	msg= "No model is found on updating MASK in the model plot... "
1510	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1511	else:
1512	msg = ' Please consider your Q range, too.'
1513	self.panel.ShowMessage(msg)
1514
1515	def _set_smear(self, data):
1516	"""
1517	"""
1518	if data is None:
1519	return
1520	self.smearer = smear_selection(self.data, self.model)
1521	self.disable_smearer.SetValue(True)
1522	if self.smearer == None:
1523	self.enable_smearer.Disable()
1524	else:
1525	self.enable_smearer.Enable()
1526
1527	def get_view_mode(self):
1528	"""
1529	return True if the panel allow 2D or False if 1D
1530	"""
1531	return self.enable2D
1532
1533	def set_data(self, data):
1534	"""
1535	reset the current data
1536	"""
1537	flag = False
1538	if self.data is None and data is not None:
1539	self.window_name = str(data.name)
1540	## Title to appear on top of the window
1541	self.window_caption = str(data.name)
1542	flag = True
1543	self.data = data
1544	if self.data is None:
1545	data_min = ""
1546	data_max = ""
1547	data_name = ""
1548	self._set_bookmark_flag(False)
1549	self._set_save_flag(False)
1550	else:
1551	self._set_bookmark_flag(True)
1552	self._set_save_flag(True)
1553	self._set_smear(data)
1554	# more disables for 2D
1555	if self.data.__class__.__name__ =="Data2D":
1556	self.slit_smearer.Disable()
1557	self.default_mask = copy.deepcopy(self.data.mask)
1558
1559
1560	self.formfactorbox.Enable()
1561	self.structurebox.Enable()
1562	data_name = self.data.name
1563	#set maximum range for x in linear scale
1564	if not hasattr(self.data,"data"): #Display only for 1D data fit
1565	# Minimum value of data
1566	data_min = min(self.data.x)
1567	# Maximum value of data
1568	data_max = max(self.data.x)
1569	#number of total data points
1570	self.Npts_total.SetValue(str(len(self.data.x)))
1571	#default:number of data points selected to fit
1572	self.Npts_fit.SetValue(str(len(self.data.x)))
1573	self.btEditMask.Disable()
1574	self.EditMask_title.Disable()
1575	else:
1576
1577	## Minimum value of data
1578	data_min = 0
1579	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1580	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1581	## Maximum value of data
1582	data_max = math.sqrt(xx + yy)
1583	#number of total data points
1584	self.Npts_total.SetValue(str(len(self.data.data)))
1585	#default:number of data points selected to fit
1586	self.Npts_fit.SetValue(str(len(self.data.data)))
1587	self.btEditMask.Enable()
1588	self.EditMask_title.Enable()
1589	self.dataSource.SetValue(data_name)
1590	self.qmin_x = data_min
1591	self.qmax_x = data_max
1592	self.minimum_q.SetValue(str(data_min))
1593	self.maximum_q.SetValue(str(data_max))
1594	self.qmin.SetValue(str(data_min))
1595	self.qmax.SetValue(str(data_max))
1596	self.qmin.SetBackgroundColour("white")
1597	self.qmax.SetBackgroundColour("white")
1598	self.state.data = data
1599	self.state.qmin = self.qmin_x
1600	self.state.qmax = self.qmax_x
1601
1602	#update model plot with new data information
1603	if flag:
1604	#set model view button
1605	if self.data.__class__.__name__ == "Data2D":
1606	self.enable2D = True
1607	self.model_view.SetLabel("2D Mode")
1608	else:
1609	self.enable2D = False
1610	self.model_view.SetLabel("1D Mode")
1611
1612	self.model_view.Disable()
1613	self._draw_model()
1614
1615	def reset_page(self, state,first=False):
1616	"""
1617	reset the state
1618	"""
1619	self.reset_page_helper(state)
1620	#import sans.guiframe.gui_manager
1621	#evt = ModelEventbox(model=state.model)
1622	#wx.PostEvent(self.event_owner, evt)
1623
1624	if self.engine_type != None:
1625	self._manager._on_change_engine(engine=self.engine_type)
1626
1627	self.select_param(event = None)
1628	#Save state_fit
1629	self.save_current_state_fit()
1630	self._lay_out()
1631	self.Refresh()
1632
1633	def get_range(self):
1634	"""
1635	return the fitting range
1636	"""
1637	return float(self.qmin_x) , float(self.qmax_x)
1638
1639	def get_npts2fit(self):
1640	"""
1641	return numbers of data points within qrange
1642
1643	:Note: This is for Park where chi2 is not normalized by Npts of fit
1644
1645	"""
1646	if self.data is None:
1647	return
1648	npts2fit = 0
1649	qmin,qmax = self.get_range()
1650	if self.data.__class__.__name__ =="Data2D":
1651	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1652	self.data.qy_data*self.data.qy_data )
1653	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1654	index_data= (index_data)&(self.data.mask)
1655	index_data = (index_data)&(numpy.isfinite(self.data.data))
1656	npts2fit = len(self.data.data[index_data])
1657	else:
1658	for qx in self.data.x:
1659	if qx >= qmin and qx <= qmax:
1660	npts2fit += 1
1661	return npts2fit
1662
1663	def set_npts2fit(self):
1664	"""
1665	setValue Npts for fitting
1666	"""
1667	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1668
1669	def get_chi2(self):
1670	"""
1671	return the current chi2
1672	"""
1673	return self.tcChi.GetValue()
1674
1675	def get_param_list(self):
1676	"""
1677	:return self.param_toFit: list containing references to TextCtrl
1678	checked.Theses TextCtrl will allow reference to parameters to fit.
1679
1680	:raise: if return an empty list of parameter fit will nnote work
1681	properly so raise ValueError,"missing parameter to fit"
1682	"""
1683	if self.param_toFit !=[]:
1684	return self.param_toFit
1685	else:
1686	raise ValueError,"missing parameter to fit"
1687
1688	def onsetValues(self, chisqr, p_name, out, cov):
1689	"""
1690	Build the panel from the fit result
1691
1692	:param chisqr: Value of the goodness of fit metric
1693	:param p_name: the name of parameters
1694	:param out: list of parameter with the best value found during fitting
1695	:param cov: Covariance matrix
1696
1697	"""
1698	if out == None or not numpy.isfinite(chisqr):
1699	raise ValueError,"Fit error occured..."
1700
1701	is_modified = False
1702	has_error = False
1703
1704	#Hide textctrl boxes of errors.
1705	self._clear_Err_on_Fit()
1706
1707	#Check if chi2 is finite
1708	if chisqr != None and numpy.isfinite(chisqr):
1709	#format chi2
1710	if self.engine_type == "park":
1711	npt_fit = float(self.get_npts2fit())
1712	if npt_fit > 0:
1713	chisqr =chisqr/npt_fit
1714	chi2 = format_number(chisqr, True)
1715	self.tcChi.SetValue(chi2)
1716	self.tcChi.Refresh()
1717	else:
1718	self.tcChi.SetValue("-")
1719
1720	#Hide error title
1721	if self.text2_3.IsShown():
1722	self.text2_3.Hide()
1723
1724	try:
1725	if self.enable_disp.GetValue():
1726	if hasattr(self,"text_disp_1" ):
1727	if self.text_disp_1 != None:
1728	self.text_disp_1.Hide()
1729	except:
1730	dispersty = None
1731	pass
1732	#set the panel when fit result are float not list
1733	if out.__class__== numpy.float64:
1734	self.param_toFit[0][2].SetValue(format_number(out, True))
1735
1736	if self.param_toFit[0][4].IsShown:
1737	self.param_toFit[0][4].Hide()
1738	if cov !=None :
1739	self.text2_3.Show(True)
1740	try:
1741	if self.enable_disp.GetValue():
1742	if hasattr(self,"text_disp_1" ):
1743	if self.text_disp_1 !=None:
1744	self.text_disp_1.Show(True)
1745	except:
1746	pass
1747
1748	if cov[0]==None or not numpy.isfinite(cov[0]):
1749	if self.param_toFit[0][3].IsShown:
1750	self.param_toFit[0][3].Hide()
1751	else:
1752	self.param_toFit[0][3].Show(True)
1753	self.param_toFit[0][4].Show(True)
1754	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
1755	has_error = True
1756	else:
1757
1758	i = 0
1759	#Set the panel when fit result are list
1760	for item in self.param_toFit:
1761	if len(item)>5 and item != None:
1762	## reset error value to initial state
1763	item[3].Hide()
1764	item[4].Hide()
1765
1766	for ind in range(len(out)):
1767
1768	if item[1] == p_name[ind]:
1769	break
1770	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1771	val_out = format_number(out[ind], True)
1772	item[2].SetValue(val_out)
1773
1774	if(cov !=None):
1775
1776	try:
1777	if dispersity !=None:
1778	if self.enable_disp.GetValue():
1779	if hasattr(self,"text_disp_1" ):
1780	if self.text_disp_1!=None:
1781	if not self.text_disp_1.IsShown():
1782	self.text_disp_1.Show(True)
1783	except:
1784	pass
1785
1786	if cov[ind]!=None :
1787	if numpy.isfinite(float(cov[ind])):
1788	val_err = format_number(cov[ind], True)
1789	item[3].Show(True)
1790	item[4].Show(True)
1791	item[4].SetValue(val_err)
1792
1793	has_error = True
1794	i += 1
1795	#Show error title when any errors displayed
1796	if has_error:
1797	if not self.text2_3.IsShown():
1798	self.text2_3.Show(True)
1799
1800	## save current state
1801	self.save_current_state()
1802	#plot model ( when drawing, do not update chisqr value again)
1803	self._draw_model(update_chisqr=False)
1804	self._lay_out()
1805	self.Refresh()
1806	#PostStatusEvent
1807	msg = "Fit completed! "
1808	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1809
1810	def onPinholeSmear(self, event):
1811	"""
1812	Create a custom pinhole smear object that will change the way residuals
1813	are compute when fitting
1814
1815	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1816	None for 1D
1817
1818	"""
1819
1820	#if self.check_invalid_panel():
1821	# return
1822	if self.model ==None:
1823	self.disable_smearer.SetValue(True)
1824	msg="Please select a Model first..."
1825	wx.MessageBox(msg, 'Info')
1826	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1827	"Smear: %s"%msg))
1828	return
1829
1830	# Need update param values
1831	self._update_paramv_on_fit()
1832
1833	# msg default
1834	msg = None
1835	if event != None:
1836	tcrtl= event.GetEventObject()
1837	# event case of radio button
1838	if tcrtl.GetValue()== True:
1839	self.dx_min = 0.0
1840	self.dx_max = 0.0
1841	is_new_pinhole = True
1842	else:
1843	is_new_pinhole = self._is_changed_pinhole()
1844	else:
1845	is_new_pinhole = True
1846	# if any value is changed
1847	if is_new_pinhole:
1848	msg = self._set_pinhole_smear()
1849	# hide all silt sizer
1850	self._hide_all_smear_info()
1851
1852	##Calculate chi2
1853	temp_smearer = self.current_smearer
1854	#self.compute_chisqr(smearer= temp_smearer)
1855
1856	# show relevant slit sizers
1857	self._show_smear_sizer()
1858
1859	self.sizer_set_smearer.Layout()
1860	self.Layout()
1861
1862	if event != None:
1863	event.Skip()
1864	#self._undo.Enable(True)
1865	self.save_current_state()
1866	event = PageInfoEvent(page = self)
1867	wx.PostEvent(self.parent, event)
1868
1869	def _is_changed_pinhole(self):
1870	"""
1871	check if any of pinhole smear is changed
1872
1873	:return: True or False
1874
1875	"""
1876	# get the values
1877	pin_min = self.smear_pinhole_min.GetValue()
1878	pin_max = self.smear_pinhole_max.GetValue()
1879
1880	# Check changes in slit width
1881	try:
1882	dx_min = float(pin_min)
1883	except:
1884	return True
1885	if self.dx_min != dx_min:
1886	return True
1887
1888	# Check changes in slit heigth
1889	try:
1890	dx_max = float(pin_max)
1891	except:
1892	return True
1893	if self.dx_max != dx_max:
1894	return True
1895	return False
1896
1897	def _set_pinhole_smear(self):
1898	"""
1899	Set custom pinhole smear
1900
1901	:return: msg
1902
1903	"""
1904	# copy data
1905	data = copy.deepcopy(self.data)
1906	if self._is_2D():
1907	self.smear_type = 'Pinhole2d'
1908	len_data = len(data.data)
1909	data.dqx_data = numpy.zeros(len_data)
1910	data.dqy_data = numpy.zeros(len_data)
1911	else:
1912	self.smear_type = 'Pinhole'
1913	len_data = len(data.x)
1914	data.dx = numpy.zeros(len_data)
1915	data.dxl = None
1916	data.dxw = None
1917	msg = None
1918
1919	get_pin_min = self.smear_pinhole_min
1920	get_pin_max = self.smear_pinhole_max
1921
1922	if not check_float(get_pin_min):
1923	get_pin_min.SetBackgroundColour("pink")
1924	msg= "Model Error:wrong value entered!!!"
1925	elif not check_float(get_pin_max ):
1926	get_pin_max.SetBackgroundColour("pink")
1927	msg= "Model Error:wrong value entered!!!"
1928	else:
1929	if len_data < 2: len_data = 2
1930	self.dx_min = float(get_pin_min.GetValue())
1931	self.dx_max = float(get_pin_max.GetValue())
1932	if self.dx_min < 0:
1933	get_pin_min.SetBackgroundColour("pink")
1934	msg= "Model Error:This value can not be negative!!!"
1935	elif self.dx_max <0:
1936	get_pin_max.SetBackgroundColour("pink")
1937	msg= "Model Error:This value can not be negative!!!"
1938	elif self.dx_min != None and self.dx_max != None:
1939	if self._is_2D():
1940	data.dqx_data[data.dqx_data==0] = self.dx_min
1941	data.dqy_data[data.dqy_data==0] = self.dx_max
1942	elif self.dx_min == self.dx_max:
1943	data.dx[data.dx==0] = self.dx_min
1944	else:
1945	step = (self.dx_max - self.dx_min)/(len_data-1)
1946	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
1947	step)
1948	elif self.dx_min != None:
1949	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
1950	else: data.dx[data.dx==0] = self.dx_min
1951	elif self.dx_max != None:
1952	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
1953	else: data.dx[data.dx==0] = self.dx_max
1954	self.current_smearer = smear_selection(data, self.model)
1955	# 2D need to set accuracy
1956	if self._is_2D():
1957	self.current_smearer.set_accuracy(accuracy = \
1958	self.smear2d_accuracy)
1959
1960	if msg != None:
1961	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1962	else:
1963	get_pin_min.SetBackgroundColour("white")
1964	get_pin_max.SetBackgroundColour("white")
1965	## set smearing value whether or not the data contain the smearing info
1966	self._manager.set_smearer(smearer=self.current_smearer,
1967	qmin=float(self.qmin_x),
1968	qmax= float(self.qmax_x),
1969	uid=self.uid)
1970	return msg
1971
1972	def update_pinhole_smear(self):
1973	"""
1974	called by kill_focus on pinhole TextCntrl
1975	to update the changes
1976
1977	:return: False when wrong value was entered
1978
1979	"""
1980	# msg default
1981	msg = None
1982	# check if any value is changed
1983	if self._is_changed_pinhole():
1984	msg = self._set_pinhole_smear()
1985	#self._undo.Enable(True)
1986	self.save_current_state()
1987
1988	if msg != None:
1989	return False
1990	else:
1991	return True
1992
1993	def onSlitSmear(self, event):
1994	"""
1995	Create a custom slit smear object that will change the way residuals
1996	are compute when fitting
1997	"""
1998
1999	#if self.check_invalid_panel():
2000	# return
2001
2002	if self.model ==None:
2003	self.disable_smearer.SetValue(True)
2004
2005	msg="Please select a Model first..."
2006	wx.MessageBox(msg, 'Info')
2007	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2008	"Smear: %s"%msg))
2009	return
2010
2011	# Need update param values
2012	self._update_paramv_on_fit()
2013
2014	# msg default
2015	msg = None
2016	# for event given
2017	if event != None:
2018	tcrtl= event.GetEventObject()
2019	# event case of radio button
2020	if tcrtl.GetValue():
2021	self.dxl = 0.0
2022	self.dxw = 0.0
2023	is_new_slit = True
2024	else:
2025	is_new_slit = self._is_changed_slit()
2026	else:
2027	is_new_slit = True
2028
2029	# if any value is changed
2030	if is_new_slit:
2031	msg = self._set_slit_smear()
2032
2033	# hide all silt sizer
2034	self._hide_all_smear_info()
2035	##Calculate chi2
2036	#self.compute_chisqr(smearer= self.current_smearer)
2037	# show relevant slit sizers
2038	self._show_smear_sizer()
2039	self.sizer_set_smearer.Layout()
2040	self.Layout()
2041
2042	if event != None:
2043	event.Skip()
2044	#self._undo.Enable(True)
2045	self.save_current_state()
2046	event = PageInfoEvent(page = self)
2047	wx.PostEvent(self.parent, event)
2048	if msg != None:
2049	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2050
2051	def _is_changed_slit(self):
2052	"""
2053	check if any of slit lengths is changed
2054
2055	:return: True or False
2056
2057	"""
2058	# get the values
2059	width = self.smear_slit_width.GetValue()
2060	height = self.smear_slit_height.GetValue()
2061
2062	# check and change the box bg color if it was pink
2063	# but it should be white now
2064	# because this is the case that _set_slit_smear() will not handle
2065	if height.lstrip().rstrip()=="":
2066	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2067	if width.lstrip().rstrip()=="":
2068	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2069
2070	# Check changes in slit width
2071	if width == "":
2072	dxw = 0.0
2073	else:
2074	try:
2075	dxw = float(width)
2076	except:
2077	return True
2078	if self.dxw != dxw:
2079	return True
2080
2081	# Check changes in slit heigth
2082	if height == "":
2083	dxl = 0.0
2084	else:
2085	try:
2086	dxl = float(height)
2087	except:
2088	return True
2089	if self.dxl != dxl:
2090	return True
2091
2092	return False
2093
2094	def _set_slit_smear(self):
2095	"""
2096	Set custom slit smear
2097
2098	:return: message to inform the user about the validity
2099	of the values entered for slit smear
2100	"""
2101	if self.data.__class__.__name__ == "Data2D":
2102	return
2103	temp_smearer = None
2104	# make sure once more if it is smearer
2105	data = copy.deepcopy(self.data)
2106	data_len = len(data.x)
2107	data.dx = None
2108	data.dxl = None
2109	data.dxw = None
2110	msg = None
2111
2112	try:
2113	self.dxl = float(self.smear_slit_height.GetValue())
2114	data.dxl = self.dxl* numpy.ones(data_len)
2115	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2116	except:
2117	data.dxl = numpy.zeros(data_len)
2118	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2119	self.smear_slit_height.SetBackgroundColour("pink")
2120	msg = "Wrong value entered... "
2121	else:
2122	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2123	try:
2124	self.dxw = float(self.smear_slit_width.GetValue())
2125	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2126	data.dxw = self.dxw* numpy.ones(data_len)
2127	except:
2128	data.dxw = numpy.zeros(data_len)
2129	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2130	self.smear_slit_width.SetBackgroundColour("pink")
2131	msg = "Wrong Fit value entered... "
2132	else:
2133	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2134
2135	self.current_smearer = smear_selection(data, self.model)
2136	#temp_smearer = self.current_smearer
2137	## set smearing value whether or not the data contain the smearing info
2138	self._manager.set_smearer(smearer=self.current_smearer,
2139	qmin=float(self.qmin_x),
2140	qmax= float(self.qmax_x),
2141	id=self.id)
2142	return msg
2143
2144	def update_slit_smear(self):
2145	"""
2146	called by kill_focus on pinhole TextCntrl
2147	to update the changes
2148
2149	:return: False when wrong value was entered
2150
2151	"""
2152	# msg default
2153	msg = None
2154	# check if any value is changed
2155	if self._is_changed_slit():
2156	msg = self._set_slit_smear()
2157	#self._undo.Enable(True)
2158	self.save_current_state()
2159
2160	if msg != None:
2161	return False
2162	else:
2163	return True
2164
2165	def onSmear(self, event):
2166	"""
2167	Create a smear object that will change the way residuals
2168	are compute when fitting
2169	"""
2170	if event != None:
2171	event.Skip()
2172	if self.data is None:
2173	return
2174
2175	if self.model == None:
2176	self.disable_smearer.SetValue(True)
2177	msg="Please select a Model first..."
2178	wx.MessageBox(msg, 'Info')
2179	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2180	"Smear: %s"%msg))
2181	return
2182
2183	# Need update param values
2184	self._update_paramv_on_fit()
2185
2186	temp_smearer = None
2187	self._get_smear_info()
2188
2189	#renew smear sizer
2190	if self.smear_type != None:
2191	self.smear_description_smear_type.SetValue(str(self.smear_type))
2192	self.smear_data_left.SetValue(str(self.dq_l))
2193	self.smear_data_right.SetValue(str(self.dq_r))
2194
2195	self._hide_all_smear_info()
2196
2197	data = copy.deepcopy(self.data)
2198	# make sure once more if it is smearer
2199	self.current_smearer = smear_selection(data, self.model)
2200
2201	if self.enable_smearer.GetValue():
2202	if hasattr(self.data,"dxl"):
2203
2204	msg= ": Resolution smearing parameters"
2205	if hasattr(self.data,"dxw"):
2206	msg= ": Slit smearing parameters"
2207	if self.smearer ==None:
2208	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2209	"Data contains no smearing information"))
2210	else:
2211	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2212	"Data contains smearing information"))
2213
2214	#self.smear_description_dqdata.Show(True)
2215	self.smear_data_left.Show(True)
2216	self.smear_data_right.Show(True)
2217	temp_smearer= self.current_smearer
2218	elif self.disable_smearer.GetValue():
2219	self.smear_description_none.Show(True)
2220
2221	self._show_smear_sizer()
2222
2223	self.sizer_set_smearer.Layout()
2224	self.Layout()
2225	## set smearing value whether or not the data contain the smearing info
2226	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer, qmin= float(self.qmin_x),
2227	qmax= float(self.qmax_x), draw=True)
2228
2229	##Calculate chi2
2230	#self.compute_chisqr(smearer= temp_smearer)
2231
2232	self.state.enable_smearer= self.enable_smearer.GetValue()
2233	self.state.disable_smearer=self.disable_smearer.GetValue()
2234	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2235	self.state.slit_smearer = self.slit_smearer.GetValue()
2236
2237	def on_complete_chisqr(self, event):
2238	"""
2239	print result chisqr
2240
2241	:event: activated by fitting/ complete after draw
2242
2243	"""
2244	try:
2245	if event ==None:
2246	output= "-"
2247	else:
2248	output = event.output
2249	self.tcChi.SetValue(str(format_number(output, True)))
2250
2251	self.state.tcChi = self.tcChi.GetValue()
2252	except:
2253	pass
2254
2255
2256	def select_all_param(self,event):
2257	"""
2258	set to true or false all checkBox given the main checkbox value cb1
2259	"""
2260	self.param_toFit=[]
2261	if self.parameters !=[]:
2262	if self.cb1.GetValue():
2263	for item in self.parameters:
2264	## for data2D select all to fit
2265	if self.data.__class__.__name__=="Data2D":
2266	item[0].SetValue(True)
2267	self.param_toFit.append(item )
2268	else:
2269	## for 1D all parameters except orientation
2270	if not item in self.orientation_params:
2271	item[0].SetValue(True)
2272	self.param_toFit.append(item )
2273	#if len(self.fittable_param)>0:
2274	for item in self.fittable_param:
2275	if self.data.__class__.__name__=="Data2D":
2276	item[0].SetValue(True)
2277	self.param_toFit.append(item )
2278	try:
2279	if len(self.values[item[1]]) > 0:
2280	item[0].SetValue(False)
2281	except:
2282	pass
2283
2284	else:
2285	## for 1D all parameters except orientation
2286	if not item in self.orientation_params_disp:
2287	item[0].SetValue(True)
2288	self.param_toFit.append(item )
2289	try:
2290	if len(self.values[item[1]]) > 0:
2291	item[0].SetValue(False)
2292	except:
2293	pass
2294
2295	else:
2296	for item in self.parameters:
2297	item[0].SetValue(False)
2298	for item in self.fittable_param:
2299	item[0].SetValue(False)
2300	self.param_toFit=[]
2301
2302	self.save_current_state_fit()
2303
2304	if event !=None:
2305	#self._undo.Enable(True)
2306	## post state to fit panel
2307	event = PageInfoEvent(page = self)
2308	wx.PostEvent(self.parent, event)
2309
2310	def select_param(self,event):
2311	"""
2312	Select TextCtrl checked for fitting purpose and stores them
2313	in self.param_toFit=[] list
2314	"""
2315	self.param_toFit=[]
2316	for item in self.parameters:
2317	#Skip t ifhe angle parameters if 1D data
2318	if self.data.__class__.__name__ !="Data2D":
2319	if item in self.orientation_params:
2320	continue
2321	#Select parameters to fit for list of primary parameters
2322	if item[0].GetValue():
2323	if not (item in self.param_toFit):
2324	self.param_toFit.append(item )
2325	else:
2326	#remove parameters from the fitting list
2327	if item in self.param_toFit:
2328	self.param_toFit.remove(item)
2329
2330	#Select parameters to fit for list of fittable parameters
2331	# with dispersion
2332	for item in self.fittable_param:
2333	#Skip t ifhe angle parameters if 1D data
2334	if self.data.__class__.__name__ !="Data2D":
2335	if item in self.orientation_params:
2336	continue
2337	if item[0].GetValue():
2338	if not (item in self.param_toFit):
2339	self.param_toFit.append(item)
2340	else:
2341	#remove parameters from the fitting list
2342	if item in self.param_toFit:
2343	self.param_toFit.remove(item)
2344
2345	#Calculate num. of angle parameters
2346	if self.data.__class__.__name__ =="Data2D":
2347	len_orient_para = 0
2348	else:
2349	len_orient_para = len(self.orientation_params) #assume even len
2350	#Total num. of angle parameters
2351	if len(self.fittable_param) > 0:
2352	len_orient_para *= 2
2353	#Set the value of checkbox that selected every checkbox or not
2354	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2355	len(self.param_toFit):
2356	self.cb1.SetValue(True)
2357	else:
2358	self.cb1.SetValue(False)
2359	self.save_current_state_fit()
2360	if event !=None:
2361	#self._undo.Enable(True)
2362	## post state to fit panel
2363	event = PageInfoEvent(page = self)
2364	wx.PostEvent(self.parent, event)
2365
2366	def set_model_param_sizer(self, model):
2367	"""
2368	Build the panel from the model content
2369
2370	:param model: the model selected in combo box for fitting purpose
2371
2372	"""
2373	self.sizer3.Clear(True)
2374	self.parameters = []
2375	self.str_parameters = []
2376	self.param_toFit=[]
2377	self.fittable_param=[]
2378	self.fixed_param=[]
2379	self.orientation_params=[]
2380	self.orientation_params_disp=[]
2381
2382	if model ==None:
2383	self.sizer3.Layout()
2384	self.SetupScrolling()
2385	return
2386	## the panel is drawn using the current value of the fit engine
2387	if self.engine_type==None and self._manager !=None:
2388	self.engine_type= self._manager._return_engine_type()
2389
2390	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2391	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2392	sizer = wx.GridBagSizer(5,5)
2393	## save the current model
2394	self.model = model
2395
2396	keys = self.model.getParamList()
2397	#list of dispersion paramaters
2398	self.disp_list=self.model.getDispParamList()
2399
2400	def custom_compare(a,b):
2401	"""
2402	Custom compare to order, first by alphabets then second by number.
2403	"""
2404	# number at the last digit
2405	a_last = a[len(a)-1]
2406	b_last = b[len(b)-1]
2407	# default
2408	num_a = None
2409	num_b = None
2410	# split the names
2411	a2 = a.lower().split('_')
2412	b2 = b.lower().split('_')
2413	# check length of a2, b2
2414	len_a2 = len(a2)
2415	len_b2 = len(b2)
2416	# check if it contains a int number(<10)
2417	try:
2418	num_a = int(a_last)
2419	except: pass
2420	try:
2421	num_b = int(b_last)
2422	except: pass
2423	# Put 'scale' near the top; happens
2424	# when numbered param name exists
2425	if a == 'scale':
2426	return -1
2427	# both have a number
2428	if num_a != None and num_b != None:
2429	if num_a > num_b: return -1
2430	# same number
2431	elif num_a == num_b:
2432	# different last names
2433	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2434	return -cmp(a2[len_a2-1], b2[len_b2-1])
2435	else:
2436	return cmp(a, b)
2437	else: return 1
2438	# one of them has a number
2439	elif num_a != None: return 1
2440	elif num_b != None: return -1
2441	# no numbers
2442	else: return cmp(a.lower(), b.lower())
2443
2444
2445	keys.sort(custom_compare)
2446
2447	iy = 0
2448	ix = 0
2449	select_text = "Select All"
2450	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2451	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2452	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2453	#self.cb1.SetValue(True)
2454
2455	sizer.Add(self.cb1,(iy, ix),(1,1),\
2456	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2457	ix +=1
2458	self.text2_2 = wx.StaticText(self, -1, 'Values')
2459	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2460	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2461	ix +=2
2462	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2463	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2464	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2465	self.text2_3.Hide()
2466	ix +=1
2467	self.text2_min = wx.StaticText(self, -1, 'Min')
2468	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2469	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2470	#self.text2_min.Hide()
2471	ix +=1
2472	self.text2_max = wx.StaticText(self, -1, 'Max')
2473	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2474	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2475	#self.text2_max.Hide()
2476	ix += 1
2477	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2478	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2479	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2480	self.text2_4.Hide()
2481
2482	for item in keys:
2483	if not item in self.disp_list and not item in \
2484	self.model.orientation_params:
2485
2486	##prepare a spot to store errors
2487	if not self.model.details.has_key(item):
2488	self.model.details [item] = ["",None,None]
2489
2490	iy += 1
2491	ix = 0
2492	if self.model.__class__ in \
2493	self.model_list_box["Multi-Functions"] \
2494	and item in self.model.non_fittable:
2495	non_fittable_name = wx.StaticText(self, -1, item )
2496	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2497	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2498	## add parameter value
2499	ix += 1
2500	value= self.model.getParam(item)
2501	if len(self.model.fun_list) > 0:
2502	num = item.split('_')[1][5:7]
2503	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2504	style=wx.CB_READONLY, name = '%s'% item)
2505	self._set_fun_box_list(fun_box)
2506	fun_box.SetSelection(0)
2507	#self.fun_box.SetToolTipString("A function
2508	# describing the interface")
2509	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2510	else:
2511	fun_box = self.ModelTextCtrl(self, -1,
2512	size=(_BOX_WIDTH,20),
2513	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2514	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2515	fun_box.SetValue(format_number(value, True))
2516	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2517	self.str_parameters.append([None,item, fun_box,
2518	None, None, None,
2519	None, None])
2520
2521
2522	else:
2523	## add parameters name with checkbox for selecting to fit
2524	cb = wx.CheckBox(self, -1, item )
2525	cb.SetToolTipString(" Check mark to fit.")
2526	#cb.SetValue(True)
2527	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2528
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, True))
2539	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2540	## text to show error sign
2541	ix += 1
2542	text2=wx.StaticText(self, -1, '+/-')
2543	sizer.Add(text2,(iy, ix),(1,1),\
2544	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2545	text2.Hide()
2546	ix += 1
2547	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2548	sizer.Add(ctl2, (iy,ix),(1,1),
2549	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2550	ctl2.Hide()
2551
2552	ix += 1
2553	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2554	style=wx.TE_PROCESS_ENTER,
2555	text_enter_callback = self._onparamRangeEnter)
2556
2557	sizer.Add(ctl3, (iy,ix),(1,1),
2558	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2559
2560	ix += 1
2561	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2562	style=wx.TE_PROCESS_ENTER,
2563	text_enter_callback = self._onparamRangeEnter)
2564	sizer.Add(ctl4, (iy,ix),(1,1),
2565	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2566
2567	ix +=1
2568	# Units
2569	if self.model.details.has_key(item):
2570	units = wx.StaticText(self, -1,
2571	self.model.details[item][0], style=wx.ALIGN_LEFT)
2572	else:
2573	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2574	sizer.Add(units, (iy,ix),(1,1),
2575	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2576
2577	##[cb state, name, value, "+/-", error of fit, min, max , units]
2578	self.parameters.append([cb,item, ctl1,
2579	text2,ctl2, ctl3, ctl4,units])
2580
2581	iy+=1
2582	sizer.Add((10,10),(iy,ix),(1,1),
2583	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2584
2585	# type can be either Guassian or Array
2586	if len(self.model.dispersion.values())>0:
2587	type= self.model.dispersion.values()[0]["type"]
2588	else:
2589	type = "Gaussian"
2590
2591	iy += 1
2592	ix = 0
2593	#Add tile for orientational angle
2594	for item in keys:
2595	if item in self.model.orientation_params:
2596	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2597	sizer.Add(orient_angle,(iy, ix),(1,1),
2598	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2599	if not self.data.__class__.__name__ =="Data2D":
2600	orient_angle.Hide()
2601	else:
2602	orient_angle.Show(True)
2603	break
2604
2605	#For Gaussian only
2606	if type.lower() != "array":
2607	for item in self.model.orientation_params:
2608	if not item in self.disp_list:
2609	##prepare a spot to store min max
2610	if not self.model.details.has_key(item):
2611	self.model.details [item] = ["",None,None]
2612
2613	iy += 1
2614	ix = 0
2615	## add parameters name with checkbox for selecting to fit
2616	cb = wx.CheckBox(self, -1, item )
2617	cb.SetValue(False)
2618	cb.SetToolTipString("Check mark to fit")
2619	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2620	if self.data.__class__.__name__ =="Data2D":
2621	cb.Show(True)
2622	else:
2623	cb.Hide()
2624	sizer.Add( cb,( iy, ix),(1,1),
2625	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2626
2627	## add parameter value
2628	ix += 1
2629	value= self.model.getParam(item)
2630	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2631	style=wx.TE_PROCESS_ENTER)
2632	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2633	ctl1.SetValue(format_number(value, True))
2634	if self.data.__class__.__name__ =="Data2D":
2635	ctl1.Show(True)
2636	else:
2637	ctl1.Hide()
2638	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2639	## text to show error sign
2640	ix += 1
2641	text2=wx.StaticText(self, -1, '+/-')
2642	sizer.Add(text2,(iy, ix),(1,1),\
2643	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2644	text2.Hide()
2645	ix += 1
2646	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2647	sizer.Add(ctl2, (iy,ix),(1,1),
2648	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2649	ctl2.Hide()
2650
2651
2652	ix += 1
2653	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2654	style=wx.TE_PROCESS_ENTER,
2655	text_enter_callback = self._onparamRangeEnter)
2656
2657	sizer.Add(ctl3, (iy,ix),(1,1),
2658	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2659	ctl3.Hide()
2660
2661	ix += 1
2662	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2663	style=wx.TE_PROCESS_ENTER,
2664	text_enter_callback = self._onparamRangeEnter)
2665	sizer.Add(ctl4, (iy,ix),(1,1),
2666	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2667
2668	ctl4.Hide()
2669
2670	if self.data.__class__.__name__ =="Data2D":
2671	ctl3.Show(True)
2672	ctl4.Show(True)
2673
2674	ix +=1
2675	# Units
2676	if self.model.details.has_key(item):
2677	units = wx.StaticText(self, -1,
2678	self.model.details[item][0],
2679	style=wx.ALIGN_LEFT)
2680	else:
2681	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2682	if self.data.__class__.__name__ =="Data2D":
2683	units.Show(True)
2684
2685	else:
2686	units.Hide()
2687
2688	sizer.Add(units, (iy,ix),(1,1),
2689	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2690
2691	##[cb state, name, value, "+/-", error of fit,min,max,units]
2692	self.parameters.append([cb,item, ctl1,
2693	text2,ctl2, ctl3, ctl4,units])
2694	self.orientation_params.append([cb,item, ctl1,
2695	text2,ctl2, ctl3, ctl4,units])
2696
2697	iy+=1
2698
2699	#Display units text on panel
2700	for item in keys:
2701	if self.model.details.has_key(item):
2702	self.text2_4.Show()
2703	#Fill the list of fittable parameters
2704	self.select_all_param(event=None)
2705
2706	self.save_current_state_fit()
2707	boxsizer1.Add(sizer)
2708	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2709	self.sizer3.Layout()
2710	self.Layout()
2711	self.Refresh()
2712
2713	def on_right_down(self, event):
2714	"""
2715	Get key stroke event
2716	"""
2717	if self.data == None:
2718	return
2719	# Figuring out key combo: Cmd for copy, Alt for paste
2720	if event.AltDown() and event.ShiftDown():
2721	self._show_ftol_dialog()
2722	flag = True
2723	else:
2724	flag = False
2725	# make event free
2726	event.Skip()
2727	# messages depending on the flag
2728	if not flag:
2729	msg = " Could not open ftol dialog;"
2730	msg += " Check if the Scipy fit engine is selected in the menubar."
2731	infor = 'warning'
2732	# inform msg to wx
2733	wx.PostEvent( self.parent.parent,
2734	StatusEvent(status= msg, info=infor))
2735
2736
2737	def _show_ftol_dialog(self):
2738	"""
2739	Dialog to select ftol for Scipy
2740	"""
2741	from ftol_dialog import ChangeFtol
2742	panel = ChangeFtol(self)
2743	panel.ShowModal()
2744
2745	def _onModel2D(self, event):
2746	"""
2747	toggle view of model from 1D to 2D or 2D from 1D
2748	"""
2749	if self.model_view.GetLabelText() == "Switch to 2D":
2750	self.model_view.SetLabel("Switch to 1D")
2751	self.enable2D = True
2752	else:
2753	self.model_view.SetLabel("Switch to 2D")
2754	self.enable2D = False
2755	self._draw_model()
2756
2757	class BGTextCtrl(wx.TextCtrl):
2758	"""
2759	Text control used to display outputs.
2760	No editing allowed. The background is
2761	grayed out. User can't select text.
2762	"""
2763	def __init__(self, args, *kwds):
2764	wx.TextCtrl.__init__(self, args, *kwds)
2765	self.SetEditable(False)
2766	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
2767
2768	# Bind to mouse event to avoid text highlighting
2769	# The event will be skipped once the call-back
2770	# is called.
2771	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2772
2773	def _click(self, event):
2774	"""
2775	Prevent further handling of the mouse event
2776	by not calling Skip().
2777	"""
2778	pass
2779

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ 1c95d15

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