fitpage.py @ b0e8beb

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 b0e8beb was e030625, checked in by Gervaise Alina <gervyh@…>, 14 years ago
working fitpage inheritance
Property mode set to `100644`
File size: 115.3 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
27	class FitPage(BasicPage):
28	"""
29	FitPanel class contains fields allowing to display results when
30	fitting a model and one data
31
32	:note: For Fit to be performed the user should check at least one parameter
33	on fit Panel window.
34	"""
35
36	def __init__(self,parent, color='rand'):
37	"""
38	Initialization of the Panel
39	"""
40	BasicPage.__init__(self, parent, color=color)
41
42	## draw sizer
43	self._fill_datainfo_sizer()
44	self.is_2D = None
45	# get smear info from data
46	self._get_smear_info()
47	self._fill_model_sizer( self.sizer1)
48	self._get_defult_custom_smear()
49	self._fill_range_sizer()
50	self._set_smear(self.data)
51	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
52	# bind key event
53	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
54	self._set_bookmark_flag(False)
55	self._set_save_flag(False)
56
57
58
59	def _on_fit_complete(self):
60	"""
61	When fit is complete ,reset the fit button label.
62	"""
63	self.btFit.SetLabel("Fit")
64	self.bind_fit_button()
65
66	def _is_2D(self):
67	"""
68	Check if data_name is Data2D
69
70	:return: True or False
71
72	"""
73	if self.data.__class__.__name__ =="Data2D":
74	return True
75	return False
76
77	def _on_engine_change(self, name):
78	"""
79	get the current name of the fit engine type
80	and update the panel accordingly
81	"""
82
83	self.engine_type = str(name)
84	self.state.engine_type = self.engine_type
85	if len(self.parameters) == 0:
86	self.Layout()
87	return
88	self.Layout()
89	self.Refresh()
90
91
92
93	def _fill_range_sizer(self):
94	"""
95	Fill the sizer containing the plotting range
96	add access to npts
97	"""
98	is_2Ddata = False
99
100	# Check if data is 2D
101	if self.data.__class__.__name__ == 'Data2D':
102	is_2Ddata = True
103
104	title = "Fitting"
105	#smear messages & titles
106	smear_message_none = "No smearing is selected..."
107	smear_message_dqdata = "The dQ data is being used for smearing..."
108	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
109	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
110	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
111	smear_message_2d_x_title = "<dQp>[1/A]:"
112	smear_message_2d_y_title = "<dQs>[1/A]:"
113	smear_message_pinhole_min_title = "dQ_low[1/A]:"
114	smear_message_pinhole_max_title = "dQ_high[1/A]:"
115	smear_message_slit_height_title = "Slit height[1/A]:"
116	smear_message_slit_width_title = "Slit width[1/A]:"
117
118	self._get_smear_info()
119
120	#Sizers
121	box_description_range = wx.StaticBox(self, -1,str(title))
122	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
123	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
124	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
125	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
126	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
127	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
128	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
129	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
130	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
131	sizer_fit = wx.GridSizer(2, 4,2,6)
132
133	# combobox for smear2d accuracy selection
134	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
135	self._set_accuracy_list()
136	self.smear_accuracy.SetValue(self.smear2d_accuracy)
137	self.smear_accuracy.SetSelection(0)
138	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
139
140	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
141
142	#Fit button
143	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
144	self.default_bt_colour = self.btFit.GetDefaultAttributes()
145	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
146	self.btFit.SetToolTipString("Start fitting.")
147
148	#textcntrl for custom resolution
149	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
150	text_enter_callback = self.onPinholeSmear)
151	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
152	text_enter_callback = self.onPinholeSmear)
153	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
154	text_enter_callback = self.onSlitSmear)
155	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
156	text_enter_callback = self.onSlitSmear)
157
158	## smear
159	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
160	self.smear_data_left.SetValue(str(self.dq_l))
161	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
162	self.smear_data_right.SetValue(str(self.dq_r))
163
164	#set default values for smear
165	self.smear_pinhole_max.SetValue(str(self.dx_max))
166	self.smear_pinhole_min.SetValue(str(self.dx_min))
167	self.smear_slit_height.SetValue(str(self.dxl))
168	self.smear_slit_width.SetValue(str(self.dxw))
169
170	#Filling the sizer containing instruments smearing info.
171	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
172	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
173	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
174	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
175	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
176	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
177	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
178	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
179	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
180	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
181	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
182	self.disable_smearer.SetValue(True)
183
184	# add 4 types of smearing to the sizer
185	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
186	sizer_smearer.Add((10,10))
187	sizer_smearer.Add( self.enable_smearer)
188	sizer_smearer.Add((10,10))
189	sizer_smearer.Add( self.pinhole_smearer )
190	sizer_smearer.Add((10,10))
191	sizer_smearer.Add( self.slit_smearer )
192	sizer_smearer.Add((10,10))
193
194	# StaticText for chi2, N(for fitting), Npts
195	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
196	self.tcChi.SetToolTipString("Chi2/Npts")
197	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
198	self.Npts_fit.SetToolTipString(" Npts : number of points selected for fitting")
199	self.Npts_total = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
200	self.Npts_total.SetToolTipString(" Total Npts : total number of data points")
201	# Update and Draw button
202	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
203	self.draw_button.Bind(wx.EVT_BUTTON, self._onDraw,id= self.draw_button.GetId())
204	self.draw_button.SetToolTipString("Compute and Draw.")
205
206	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
207	box_description_2= wx.StaticText(self, -1,'Fitted Npts')
208	box_description_3= wx.StaticText(self, -1,'Data Npts')
209	#box_description_4= wx.StaticText(self, -1,' ')
210
211
212	sizer_fit.Add(box_description_1,0,0)
213	sizer_fit.Add(box_description_2,0,0)
214	sizer_fit.Add(box_description_3,0,0)
215	sizer_fit.Add(self.draw_button,0,0)
216	sizer_fit.Add(self.tcChi,0,0)
217	sizer_fit.Add(self.Npts_fit ,0,0)
218	sizer_fit.Add(self.Npts_total,0,0)
219	sizer_fit.Add(self.btFit,0,0)
220
221	# StaticText for smear
222	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
223	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
224	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
225	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
226	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
227	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
228	self.smear_description_smear_type.SetValue(str(self.dq_l))
229	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
230	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
231	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
232	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
233	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
234	self.smear_description_2d_x.SetToolTipString(" dQp(parallel) in q_r direction.")
235	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
236	self.smear_description_2d_y.SetToolTipString(" dQs(perpendicular) in q_phi direction.")
237	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
238	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
239	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
240	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
241
242	#arrange sizers
243	#boxsizer1.Add( self.tcChi )
244	self.sizer_set_smearer.Add(sizer_smearer )
245	self.sizer_set_smearer.Add((10,10))
246	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
247	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
248	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
249	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
250	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
251	self.sizer_new_smear.Add( self.smear_accuracy )
252	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
253	self.sizer_new_smear.Add((15,-1))
254	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
255	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
256	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
257
258	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
259	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
260	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
261	self.sizer_new_smear.Add((20,-1))
262	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
263	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
264	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
265
266	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
267	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
268	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
269
270	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
271	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
272	self.sizer_set_smearer.Add((5,2))
273	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
274
275	# add all to chi2 sizer
276	sizer_smearer_box.Add(self.sizer_set_smearer)
277	sizer_chi2.Add(sizer_smearer_box)
278	sizer_chi2.Add((-1,5))
279
280	# hide all smear messages and textctrl
281	self._hide_all_smear_info()
282
283	# get smear_selection
284	self.current_smearer= smear_selection( self.data, self.model )
285
286	# Show only the relevant smear messages, etc
287	if self.current_smearer == None:
288	if not is_2Ddata:
289	self.smear_description_none.Show(True)
290	self.enable_smearer.Disable()
291	else:
292	self.smear_description_none.Show(True)
293	#self.smear_description_2d.Show(True)
294	#self.pinhole_smearer.Disable()
295	self.slit_smearer.Disable()
296	#self.enable_smearer.Disable()
297	else: self._show_smear_sizer()
298	boxsizer_range.Add(self.sizer_set_masking)
299	#2D data? default
300	is_2Ddata = False
301
302	#check if it is 2D data
303	if self.data.__class__.__name__ == 'Data2D':
304	is_2Ddata = True
305
306	self.sizer5.Clear(True)
307
308	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
309	style=wx.TE_PROCESS_ENTER,
310	text_enter_callback = self._onQrangeEnter)
311	self.qmin.SetValue(str(self.qmin_x))
312	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
313
314	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
315	style=wx.TE_PROCESS_ENTER,
316	text_enter_callback=self._onQrangeEnter)
317	self.qmax.SetValue(str(self.qmax_x))
318	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
319
320	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
321	style=wx.TE_PROCESS_ENTER,
322	text_enter_callback=self._onQrangeEnter)
323	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
324	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
325	id = wx.NewId()
326	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
327
328	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
329	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
330
331	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
332	sizer= wx.GridSizer(2, 5,0, 0)
333
334	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
335	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
336	self.btEditMask.SetToolTipString("Edit Mask.")
337	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
338
339	sizer.Add(wx.StaticText(self, -1, 'Q range'))
340	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
341	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
342	sizer.Add(wx.StaticText(self, -1, ' Theory Npts'))
343	sizer.Add(self.EditMask_title)
344	sizer.Add(self.reset_qrange)
345	sizer.Add(self.qmin)
346	sizer.Add(self.qmax)
347	sizer.Add(self.theory_npts_tcrtl)
348	sizer.Add(self.btEditMask)
349	boxsizer_range.Add(sizer_chi2)
350	boxsizer_range.Add((10,10))
351	boxsizer_range.Add(sizer)
352
353	boxsizer_range.Add((10,15))
354	boxsizer_range.Add(sizer_fit)
355	if is_2Ddata:
356	self.btEditMask.Enable()
357	self.EditMask_title.Enable()
358	else:
359	self.btEditMask.Disable()
360	self.EditMask_title.Disable()
361	## save state
362	self.save_current_state()
363	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
364	self.sizer5.Layout()
365
366	def _fill_datainfo_sizer(self):
367	"""
368	fill sizer 0 with data info
369	"""
370	## no loaded data , don't fill the sizer
371	if self.data is None:
372	data_min = ""
373	data_max = ""
374	data_name = ""
375	else:
376	data_name = self.data.name
377	#set maximum range for x in linear scale
378	if not hasattr(self.data,"data"): #Display only for 1D data fit
379	# Minimum value of data
380	data_min = min(self.data.x)
381	# Maximum value of data
382	data_max = max(self.data.x)
383	else:
384	## Minimum value of data
385	data_min = 0
386	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
387	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
388	## Maximum value of data
389	data_max = math.sqrt(xx + yy)
390	## set q range to plot
391	self.qmin_x = data_min
392	self.qmax_x = data_max
393	box_description= wx.StaticBox(self, -1, 'Data')
394	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
395	#----------------------------------------------------------
396	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
397	#Filling the sizer containing data related fields
398	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
399	self.dataSource = BGTextCtrl(self, -1)
400	self.dataSource.SetValue(str(data_name))
401	#self.dataSource.SetEditable(False)
402	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
403	sizer_data.Add(wx.StaticText(self, -1, 'Source Name : '))
404	sizer_data.Add(self.dataSource )
405	sizer_data.Add( (0,5) )
406
407	#---------sizer 2 draw--------------------------------
408	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
409	style=wx.ALIGN_LEFT)
410	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
411	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
412	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
413	self.minimum_q.SetValue(str(data_min))
414	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
415	self.maximum_q.SetValue(str(data_max))
416	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
417	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
418	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
419	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
420	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
421	boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
422	#------------------------------------------------------------
423	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
424	self.sizer0.Layout()
425
426	def _fill_model_sizer(self, sizer):
427	"""
428	fill sizer containing model info
429	"""
430	##Add model function Details button in fitpanel.
431	##The following 3 lines are for Mac. Let JHC know before modifying...
432	title = "Model"
433	box_description= wx.StaticBox(self, -1,str(title))
434	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
435
436	id = wx.NewId()
437	self.model_help =wx.Button(self,id,'Details', size=(80,23))
438	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
439	self.model_help.SetToolTipString("Model Function Help")
440	id = wx.NewId()
441	self.model_view = wx.Button(self, id,"Switch to 2D", size=(80, 23))
442	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
443	hint = "toggle view of model from 1D to 2D or 2D from 1D"
444	self.model_view.SetToolTipString(hint)
445
446	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
447	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
448	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
449	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
450
451	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
452	id= self.shape_rbutton.GetId())
453	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
454	id= self.shape_indep_rbutton.GetId())
455	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
456	id= self.struct_rbutton.GetId())
457	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
458	id= self.plugin_rbutton.GetId())
459	#MAC needs SetValue
460	self.shape_rbutton.SetValue(True)
461
462	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
463	sizer_radiobutton.Add(self.shape_rbutton)
464	sizer_radiobutton.Add(self.shape_indep_rbutton)
465	#sizer_radiobutton.Add((5, 5))
466	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
467	sizer_radiobutton.Add(self.plugin_rbutton)
468	sizer_radiobutton.Add(self.struct_rbutton)
469	#sizer_radiobutton.Add((5, 5))
470	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
471
472	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
473	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
474
475	self.text1 = wx.StaticText(self,-1,"" )
476	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
477	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
478	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
479	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
480	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
481
482	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
483	if self.model!= None:
484	self.formfactorbox.SetValue(self.model.name)
485	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
486	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
487	self.initialize_combox()
488	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
489
490	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
491	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
492	## check model type to show sizer
493	if self.model !=None:
494	self._set_model_sizer_selection(self.model)
495
496	sizer_selection.Add(self.text1)
497	sizer_selection.Add((5, 5))
498	sizer_selection.Add(self.formfactorbox)
499	sizer_selection.Add((5, 5))
500	sizer_selection.Add(self.text2)
501	sizer_selection.Add((5, 5))
502	sizer_selection.Add(self.structurebox)
503
504	mutifactor_selection.Add((10,5))
505	mutifactor_selection.Add(self.mutifactor_text)
506	mutifactor_selection.Add(self.multifactorbox)
507	mutifactor_selection.Add((5, 5))
508	mutifactor_selection.Add(self.mutifactor_text1)
509	mutifactor_selection.Add((10, 5))
510	mutifactor_selection.Add(self.show_sld_button)
511
512
513	boxsizer1.Add(sizer_radiobutton)
514	boxsizer1.Add((10, 10))
515	boxsizer1.Add(sizer_selection)
516	boxsizer1.Add((10, 10))
517	boxsizer1.Add(mutifactor_selection)
518
519	self._set_multfactor_combobox()
520	self.multifactorbox.SetSelection(1)
521	self.show_sld_button.Hide()
522	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
523	sizer.Layout()
524
525	def _set_sizer_dispersion(self):
526	"""
527	draw sizer with gaussian dispersity parameters
528	"""
529	self.fittable_param=[]
530	self.fixed_param=[]
531	self.orientation_params_disp=[]
532
533	self.sizer4_4.Clear(True)
534	if self.model==None:
535	##no model is selected
536	return
537	if not self.enable_disp.GetValue():
538	## the user didn't select dispersity display
539	return
540
541	self._reset_dispersity()
542
543	## fill a sizer with the combobox to select dispersion type
544	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
545	model_disp = wx.StaticText(self, -1, 'Function')
546
547	import sans.models.dispersion_models
548	self.polydisp= sans.models.dispersion_models.models
549
550	ix = 0
551	iy = 0
552	disp = wx.StaticText(self, -1, ' ')
553	self.sizer4_4.Add(disp,( iy, ix),(1,1),
554	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
555	ix += 1
556	values = wx.StaticText(self, -1, 'PD[ratio]')
557	polytext = "Polydispersity (= STD/mean); "
558	polytext += "the standard deviation over the mean value."
559	values.SetToolTipString(polytext)
560
561	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
562	0)
563	ix +=2
564	self.text_disp_1 = wx.StaticText(self, -1, '')
565	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
566	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
567
568
569	ix +=1
570	self.text_disp_min = wx.StaticText(self, -1, 'Min')
571	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
572	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
573
574	ix +=1
575	self.text_disp_max = wx.StaticText(self, -1, 'Max')
576	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
577	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
578	self.text_disp_max.Hide()
579
580
581	ix += 1
582	npts = wx.StaticText(self, -1, 'Npts')
583	npts.SetToolTipString("Number of sampling points for the numerical\n\
584	integration over the distribution function.")
585	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
586	ix += 1
587	nsigmas = wx.StaticText(self, -1, 'Nsigs')
588	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
589	of the distribution function will be used for weighting. \n\
590	The value '3' covers 99.5% for Gaussian distribution \n\
591	function. Note: Not recommended to change this value.")
592	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
593	0)
594	ix +=1
595	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
596	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
597
598	if self.engine_type=="park":
599	self.text_disp_max.Show(True)
600	self.text_disp_min.Show(True)
601
602	for item in self.model.dispersion.keys():
603	if not item in self.model.orientation_params:
604	if not self.disp_cb_dict.has_key(item):
605	self.disp_cb_dict[item]= None
606	name0="Distribution of " + item
607	name1=item+".width"
608	name2=item+".npts"
609	name3=item+".nsigmas"
610	if not self.model.details.has_key(name1):
611	self.model.details [name1] = ["",None,None]
612
613	iy += 1
614	for p in self.model.dispersion[item].keys():
615
616	if p=="width":
617	ix = 0
618	cb = wx.CheckBox(self, -1, name0, (10, 10))
619	cb.SetToolTipString("Check mark to fit")
620	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
621	self.sizer4_4.Add( cb,( iy, ix),(1,1),
622	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
623	5)
624	ix = 1
625	value= self.model.getParam(name1)
626	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
627	,style=wx.TE_PROCESS_ENTER)
628	ctl1.SetLabel('PD[ratio]')
629	poly_text = "Polydispersity (STD/mean) of %s\n" % item
630	poly_text += "STD: the standard deviation"
631	poly_text += " from the mean value."
632	ctl1.SetToolTipString(poly_text)
633	ctl1.SetValue(str (format_number(value, True)))
634	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
635	## text to show error sign
636	ix = 2
637	text2=wx.StaticText(self, -1, '+/-')
638	self.sizer4_4.Add(text2,(iy, ix),(1,1),
639	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
640	text2.Hide()
641
642	ix = 3
643	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
644	style=0)
645
646	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
647	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
648
649	ctl2.Hide()
650
651	ix = 4
652	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
653	20), style=wx.TE_PROCESS_ENTER,
654	text_enter_callback = self._onparamRangeEnter)
655
656	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
657	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
658
659
660	ix = 5
661	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
662	20), style=wx.TE_PROCESS_ENTER,
663	text_enter_callback = self._onparamRangeEnter)
664
665	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
666	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
667
668
669	if self.engine_type=="park":
670	ctl3.Show(True)
671	ctl4.Show(True)
672
673	elif p=="npts":
674	ix = 6
675	value= self.model.getParam(name2)
676	Tctl = self.ModelTextCtrl(self, -1,
677	size=(_BOX_WIDTH/2.2,20),
678	style=wx.TE_PROCESS_ENTER)
679
680	Tctl.SetValue(str (format_number(value)))
681	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
682	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
683	self.fixed_param.append([None,name2, Tctl,None,None,
684	None, None,None])
685	elif p=="nsigmas":
686	ix = 7
687	value= self.model.getParam(name3)
688	Tct2 = self.ModelTextCtrl(self, -1,
689	size=(_BOX_WIDTH/2.2,20),
690	style=wx.TE_PROCESS_ENTER)
691
692	Tct2.SetValue(str (format_number(value)))
693	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
694	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
695	#ix +=1
696	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
697	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
698
699	self.fixed_param.append([None, name3, Tct2,
700	None, None, None,
701	None, None])
702
703
704	ix = 8
705	disp_box = wx.ComboBox(self, -1,size=(65,-1),
706	style=wx.CB_READONLY, name = '%s'% name1)
707	for key, value in self.polydisp.iteritems():
708	name_disp = str(key)
709	disp_box.Append(name_disp,value)
710	disp_box.SetStringSelection("gaussian")
711	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
712	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
713	self.fittable_param.append([cb,name1,ctl1,text2,
714	ctl2, ctl3, ctl4, disp_box])
715
716	ix =0
717	iy +=1
718	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
719	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
720	first_orient = True
721	for item in self.model.dispersion.keys():
722	if item in self.model.orientation_params:
723	if not self.disp_cb_dict.has_key(item):
724	self.disp_cb_dict[item]= None
725	name0="Distribution of " + item
726	name1=item+".width"
727	name2=item+".npts"
728	name3=item+".nsigmas"
729
730	if not self.model.details.has_key(name1):
731	self.model.details [name1] = ["",None,None]
732
733
734	iy += 1
735	for p in self.model.dispersion[item].keys():
736
737	if p=="width":
738	ix = 0
739	cb = wx.CheckBox(self, -1, name0, (10, 10))
740	cb.SetToolTipString("Check mark to fit")
741	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
742	self.sizer4_4.Add( cb,( iy, ix),(1,1),
743	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
744	5)
745	if self.data.__class__.__name__ =="Data2D":
746	cb.Show(True)
747	elif cb.IsShown():
748	cb.Hide()
749	ix = 1
750	value= self.model.getParam(name1)
751	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
752	20),style=wx.TE_PROCESS_ENTER)
753	poly_tip = "Absolute Sigma for %s." % item
754	ctl1.SetToolTipString(poly_tip)
755	ctl1.SetValue(str (format_number(value, True)))
756	if self.data.__class__.__name__ =="Data2D":
757	if first_orient:
758	values.SetLabel('PD[ratio], Sig[deg]')
759	poly_text = "PD(polydispersity for lengths):\n"
760	poly_text += "It should be a value between"
761	poly_text += "0 and 1\n"
762	poly_text += "Sigma for angles: \n"
763	poly_text += "It is the STD (ratio*mean)"
764	poly_text += " of the distribution.\n "
765
766	values.SetToolTipString(poly_text)
767	first_orient = False
768	ctl1.Show(True)
769	elif ctl1.IsShown():
770	ctl1.Hide()
771
772	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
773	## text to show error sign
774	ix = 2
775	text2=wx.StaticText(self, -1, '+/-')
776	self.sizer4_4.Add(text2,(iy, ix),(1,1),
777	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
778	text2.Hide()
779
780	ix = 3
781	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
782	style=0)
783
784	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
785	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
786	ctl2.Hide()
787
788	ix = 4
789	ctl3 = self.ModelTextCtrl(self, -1,
790	size=(_BOX_WIDTH/2,20),
791	style=wx.TE_PROCESS_ENTER,
792	text_enter_callback = self._onparamRangeEnter)
793
794	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
795	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
796
797	ctl3.Hide()
798
799	ix = 5
800	ctl4 = self.ModelTextCtrl(self, -1,
801	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
802	text_enter_callback = self._onparamRangeEnter)
803	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
804	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
805	ctl4.Hide()
806
807	if self.data.__class__.__name__ =="Data2D":
808	ctl3.Show(True)
809	ctl4.Show(True)
810
811	elif p=="npts":
812	ix = 6
813	value= self.model.getParam(name2)
814	Tctl = self.ModelTextCtrl(self, -1,
815	size=(_BOX_WIDTH/2.2, 20),
816	style=wx.TE_PROCESS_ENTER)
817
818	Tctl.SetValue(str (format_number(value)))
819	if self.data.__class__.__name__ =="Data2D":
820	Tctl.Show(True)
821	else:
822	Tctl.Hide()
823	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
824	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
825	self.fixed_param.append([None,name2, Tctl,None,None,
826	None, None,None])
827	self.orientation_params_disp.append([None,name2,
828	Tctl,None,None,
829	None, None,None])
830	elif p=="nsigmas":
831	ix = 7
832	value= self.model.getParam(name3)
833	Tct2 = self.ModelTextCtrl(self, -1,
834	size=(_BOX_WIDTH/2.2,20),
835	style=wx.TE_PROCESS_ENTER)
836
837	Tct2.SetValue(str (format_number(value)))
838	if self.data.__class__.__name__ =="Data2D":
839	Tct2.Show(True)
840	else:
841	Tct2.Hide()
842	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
843	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
844
845
846	self.fixed_param.append([None,name3, Tct2
847	,None,None, None, None,None])
848
849	self.orientation_params_disp.append([None,name3,
850	Tct2 ,None,None, None, None,None])
851
852
853	ix = 8
854	disp_box = wx.ComboBox(self, -1,size=(65,-1),
855	style=wx.CB_READONLY, name = '%s'% name1)
856	for key, value in self.polydisp.iteritems():
857	name_disp = str(key)
858	disp_box.Append(name_disp,value)
859	disp_box.SetStringSelection("gaussian")
860	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
861	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
862	self.fittable_param.append([cb,name1,ctl1,text2,
863	ctl2, ctl3, ctl4, disp_box])
864	self.orientation_params_disp.append([cb,name1,ctl1,
865	text2, ctl2, ctl3, ctl4, disp_box])
866
867	if self.data.__class__.__name__ =="Data2D":
868	disp_box.Show(True)
869	else:
870	disp_box.Hide()
871
872
873	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
874
875	self.state.model = self.model.clone()
876	## save state into
877	self.state.cb1 = self.cb1.GetValue()
878	self._copy_parameters_state(self.parameters, self.state.parameters)
879	self._copy_parameters_state(self.orientation_params_disp,
880	self.state.orientation_params_disp)
881	self._copy_parameters_state(self.fittable_param,
882	self.state.fittable_param)
883	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
884
885
886	wx.PostEvent(self.parent, StatusEvent(status=\
887	" Selected Distribution: Gaussian"))
888	#Fill the list of fittable parameters
889	self.select_all_param(event=None)
890
891	self.Layout()
892
893
894	def _onDraw(self, event):
895	"""
896	Update and Draw the model
897	"""
898	if self.model ==None:
899	msg="Please select a Model first..."
900	wx.MessageBox(msg, 'Info')
901	wx.PostEvent(self.manager.parent, StatusEvent(status=\
902	"Draw model: %s"%msg))
903	return
904	flag = self._update_paramv_on_fit()
905	self._onparamEnter_helper()
906	if not flag:
907	msg= "The parameters are invalid"
908	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
909	return
910
911
912	def _onFit(self, event):
913	"""
914	Allow to fit
915	"""
916	if self.data is None:
917	msg = "Please select a Data first..."
918	wx.MessageBox(msg, 'Info')
919	wx.PostEvent(self._manager.parent, StatusEvent(status=\
920	"Fit: %s" % msg))
921	return
922	if self.model is None:
923	msg = "Please select a Model first..."
924	wx.MessageBox(msg, 'Info')
925	wx.PostEvent(self._manager.parent, StatusEvent(status=\
926	"Fit: %s"%msg, type="stop"))
927	return
928
929	flag = self._update_paramv_on_fit()
930
931	if not flag:
932	msg= "Fitting range or parameters are invalid"
933	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
934	type="stop"))
935	return
936
937	if len(self.param_toFit) <= 0:
938	msg= "Select at least one parameter to fit"
939	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
940	type="stop" ))
941	return
942
943	self.select_param(event =None)
944
945	#Clear errors if exist from previous fitting
946	#self._clear_Err_on_Fit()
947
948	# Remove or do not allow fitting on the Q=0 point, especially
949	# when y(q=0)=None at x[0].
950	self.qmin_x = float(self.qmin.GetValue())
951	self.qmax_x = float( self.qmax.GetValue())
952	self._manager._reset_schedule_problem(value=0)
953	self._manager.schedule_for_fit(uid=self.uid,value=1, fitproblem =None)
954	self._manager.set_fit_range(uid=self.uid,qmin= self.qmin_x,
955	qmax= self.qmax_x)
956
957	#single fit
958	self._manager.onFit()
959	self.btFit.SetLabel("Stop")
960	self.bind_fit_button()
961
962	def bind_fit_button(self):
963	"""
964	bind the fit button to either fit handler or stop fit handler
965	"""
966	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
967	if self.btFit.GetLabel().lower() == "stop":
968	self.btFit.SetBackgroundColour('red')
969	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
970	id=self.btFit.GetId())
971	elif self.btFit.GetLabel().lower() == "fit":
972	self.btFit.SetDefault()
973	#self.btFit.SetBackgroundColour(self.default_bt_colour)
974	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
975	id=self.btFit.GetId())
976	else:
977	msg = "FitPage: fit button has unknown label"
978	raise ValuerError, msg
979	self._manager._reset_schedule_problem(value=0)
980
981
982	def _StopFit(self, event):
983	"""
984	Stop fit
985	"""
986	#if self.engine_type=="scipy":
987	self._manager.stop_fit(self.uid)
988	self._manager._reset_schedule_problem(value=0)
989	self._on_fit_complete()
990
991	def _on_select_model(self, event=None):
992	"""
993	call back for model selection
994	"""
995
996
997	self._on_select_model_helper()
998	self.set_model_param_sizer(self.model)
999
1000	if self.model is None:
1001	self._set_bookmark_flag(False)
1002	self._set_save_flag(False)
1003	self.enable_disp.SetValue(False)
1004	self.disable_disp.SetValue(True)
1005	try:
1006	self.set_dispers_sizer()
1007	except:
1008	pass
1009	self.btFit.SetFocus()
1010	self.state.enable_disp = self.enable_disp.GetValue()
1011	self.state.disable_disp = self.disable_disp.GetValue()
1012	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1013	self.state.slit_smearer = self.slit_smearer.GetValue()
1014
1015	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1016	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1017
1018	if self.model != None:
1019	self._set_bookmark_flag(True)
1020	self._set_save_flag(True)
1021	# Reset smearer, model and data
1022	self._set_smear(self.data)
1023	try:
1024	# update smearer sizer
1025	self.onSmear(None)
1026	temp_smear = None
1027	if self.enable_smearer.GetValue():
1028	# Set the smearer environments
1029	temp_smear = self.smearer
1030	except:
1031	raise
1032	## error occured on chisqr computation
1033	#pass
1034	## event to post model to fit to fitting plugins
1035	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1036
1037	## set smearing value whether or not
1038	# the data contain the smearing info
1039	evt = ModelEventbox(model=self.model,
1040	smearer=temp_smear,
1041	qmin=float(self.qmin_x),
1042	uid=self.uid,
1043	qmax=float(self.qmax_x))
1044
1045	self._manager._on_model_panel(evt=evt)
1046	self.state.model = self.model.clone()
1047	self.state.model.name = self.model.name
1048	if event is not None:
1049	self._draw_model()
1050	if event != None:
1051	## post state to fit panel
1052	new_event = PageInfoEvent(page = self)
1053	wx.PostEvent(self.parent, new_event)
1054	#update list of plugins if new plugin is available
1055	if self.plugin_rbutton.GetValue():
1056	temp = self.parent.update_model_list()
1057	if temp:
1058	self.model_list_box = temp
1059	current_val = self.formfactorbox.GetValue()
1060	pos = self.formfactorbox.GetSelection()
1061	self._show_combox_helper()
1062	self.formfactorbox.SetSelection(pos)
1063	self.formfactorbox.SetValue(current_val)
1064	self.SetupScrolling()
1065
1066
1067	def _onparamEnter(self,event):
1068	"""
1069	when enter value on panel redraw model according to changed
1070	"""
1071	if self.model ==None:
1072	msg="Please select a Model first..."
1073	wx.MessageBox(msg, 'Info')
1074	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1075	# "Parameters: %s"%msg))
1076	return
1077
1078	#default flag
1079	flag = False
1080	self.fitrange = True
1081	#get event object
1082	tcrtl = event.GetEventObject()
1083
1084	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1085	# updating ... ",type="update"))
1086	#Clear msg if previously shown.
1087	msg= ""
1088	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1089
1090	if check_float(tcrtl):
1091	flag = self._onparamEnter_helper()
1092	self.set_npts2fit()
1093	if self.fitrange:
1094	temp_smearer = None
1095	if not self.disable_smearer.GetValue():
1096	temp_smearer= self.current_smearer
1097	## set smearing value whether or not
1098	# the data contain the smearing info
1099	if self.slit_smearer.GetValue():
1100	flag1 = self.update_slit_smear()
1101	flag = flag or flag1
1102	elif self.pinhole_smearer.GetValue():
1103	flag1 = self.update_pinhole_smear()
1104	flag = flag or flag1
1105	elif self.data.__class__.__name__ !="Data2D":
1106	self._manager.set_smearer(smearer=temp_smearer,
1107	uid=self.uid,
1108	qmin= float(self.qmin_x),
1109	qmax= float(self.qmax_x),
1110	draw=True)
1111	if flag:
1112	#self.compute_chisqr(smearer= temp_smearer)
1113
1114	## new state posted
1115	if self.state_change:
1116	#self._undo.Enable(True)
1117	event = PageInfoEvent(page = self)
1118	wx.PostEvent(self.parent, event)
1119	self.state_change= False
1120	else:
1121	# invalid fit range: do nothing here:
1122	# msg already displayed in validate
1123	return
1124	else:
1125	self.save_current_state()
1126	msg= "Cannot Plot :Must enter a number!!! "
1127	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1128
1129	self.save_current_state()
1130	return
1131
1132	def _onparamRangeEnter(self, event):
1133	"""
1134	Check validity of value enter in the parameters range field
1135	"""
1136	#if self.check_invalid_panel():
1137	# return
1138	tcrtl= event.GetEventObject()
1139	#Clear msg if previously shown.
1140	msg= ""
1141	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1142	# Flag to register when a parameter has changed.
1143	is_modified = False
1144	if tcrtl.GetValue().lstrip().rstrip()!="":
1145	try:
1146	value = float(tcrtl.GetValue())
1147	tcrtl.SetBackgroundColour(wx.WHITE)
1148	self._check_value_enter(self.fittable_param ,is_modified)
1149	self._check_value_enter(self.parameters ,is_modified)
1150	except:
1151	tcrtl.SetBackgroundColour("pink")
1152	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1153	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1154	return
1155	else:
1156	tcrtl.SetBackgroundColour(wx.WHITE)
1157
1158	#self._undo.Enable(True)
1159	self.save_current_state()
1160	event = PageInfoEvent(page = self)
1161	wx.PostEvent(self.parent, event)
1162	self.state_change= False
1163
1164
1165	def _onQrangeEnter(self, event):
1166	"""
1167	Check validity of value enter in the Q range field
1168	"""
1169	#if self.check_invalid_panel():
1170	# return
1171	tcrtl= event.GetEventObject()
1172	#Clear msg if previously shown.
1173	msg= ""
1174	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1175	# Flag to register when a parameter has changed.
1176	is_modified = False
1177	if tcrtl.GetValue().lstrip().rstrip()!="":
1178	try:
1179	value = float(tcrtl.GetValue())
1180	tcrtl.SetBackgroundColour(wx.WHITE)
1181
1182	# If qmin and qmax have been modified, update qmin and qmax
1183	if self._validate_qrange( self.qmin, self.qmax):
1184	tempmin = float(self.qmin.GetValue())
1185	if tempmin != self.qmin_x:
1186	self.qmin_x = tempmin
1187	tempmax = float(self.qmax.GetValue())
1188	if tempmax != self.qmax_x:
1189	self.qmax_x = tempmax
1190	else:
1191	tcrtl.SetBackgroundColour("pink")
1192	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1193	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1194	return
1195
1196	except:
1197	tcrtl.SetBackgroundColour("pink")
1198	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1199	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1200	return
1201	#Check if # of points for theory model are valid(>0).
1202	# check for 2d
1203	if self.data.__class__.__name__ =="Data2D":
1204	# set mask
1205	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1206	self.data.qy_data*self.data.qy_data )
1207	index_data = ((self.qmin_x <= radius)& \
1208	(radius<= self.qmax_x))
1209	index_data = (index_data)&(self.data.mask)
1210	index_data = (index_data)&(numpy.isfinite(self.data.data))
1211	if len(index_data[index_data]) < 10:
1212	msg = "Cannot Plot :No or too little npts in"
1213	msg += " that data range!!! "
1214	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1215	return
1216	else:
1217	self.data.mask = index_data
1218	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1219	self.set_npts2fit()
1220	else:
1221	index_data = ((self.qmin_x <= self.data.x)& \
1222	(self.data.x <= self.qmax_x))
1223	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1224
1225	else:
1226	tcrtl.SetBackgroundColour("pink")
1227	msg= "Model Error:wrong value entered!!!"
1228	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1229
1230	self._draw_model()
1231	##update chi2
1232	#self.compute_chisqr(smearer= temp_smearer)
1233	#self._undo.Enable(True)
1234	self.save_current_state()
1235	event = PageInfoEvent(page = self)
1236	wx.PostEvent(self.parent, event)
1237	self.state_change= False
1238	return
1239
1240	def _clear_Err_on_Fit(self):
1241	"""
1242	hide the error text control shown
1243	after fitting
1244	"""
1245
1246	if hasattr(self,"text2_3"):
1247	self.text2_3.Hide()
1248
1249	if len(self.parameters)>0:
1250	for item in self.parameters:
1251	#Skip t ifhe angle parameters if 1D data
1252	if self.data.__class__.__name__ !="Data2D":
1253	if item in self.orientation_params:
1254	continue
1255	if item in self.param_toFit:
1256	continue
1257	## hide statictext +/-
1258	if item[3]!=None and item[3].IsShown():
1259	item[3].Hide()
1260	## hide textcrtl for error after fit
1261	if item[4]!=None and item[4].IsShown():
1262	item[4].Hide()
1263
1264	if len(self.fittable_param)>0:
1265	for item in self.fittable_param:
1266	#Skip t ifhe angle parameters if 1D data
1267	if self.data.__class__.__name__ !="Data2D":
1268	if item in self.orientation_params:
1269	continue
1270	if item in self.param_toFit:
1271	continue
1272	## hide statictext +/-
1273	if item[3]!=None and item[3].IsShown():
1274	item[3].Hide()
1275	## hide textcrtl for error after fit
1276	if item[4]!=None and item[4].IsShown():
1277	item[4].Hide()
1278	return
1279
1280	def _get_defult_custom_smear(self):
1281	"""
1282	Get the defult values for custum smearing.
1283	"""
1284	# get the default values
1285	if self.dxl == None: self.dxl = 0.0
1286	if self.dxw == None: self.dxw = ""
1287	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1288	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1289
1290	def _get_smear_info(self):
1291	"""
1292	Get the smear info from data.
1293
1294	:return: self.smear_type, self.dq_l and self.dq_r,
1295	respectively the type of the smear, dq_min and
1296	dq_max for pinhole smear data
1297	while dxl and dxw for slit smear
1298
1299	"""
1300
1301	# default
1302	self.smear_type = None
1303	self.dq_l = None
1304	self.dq_r = None
1305	data = self.data
1306	if self.data is None:
1307	return
1308	elif self.data.__class__.__name__ == 'Data2D':
1309	if data.dqx_data == None or data.dqy_data ==None:
1310	return
1311	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1312	(data.dqx_data.any()!=0):
1313	self.smear_type = "Pinhole2d"
1314	self.dq_l = format_number(numpy.average(data.dqx_data))
1315	self.dq_r = format_number(numpy.average(data.dqy_data))
1316	return
1317	else:
1318	return
1319	# check if it is pinhole smear and get min max if it is.
1320	if data.dx != None and all(data.dx !=0):
1321	self.smear_type = "Pinhole"
1322	self.dq_l = data.dx[0]
1323	self.dq_r = data.dx[-1]
1324
1325	# check if it is slit smear and get min max if it is.
1326	elif data.dxl != None or data.dxw != None:
1327	self.smear_type = "Slit"
1328	if data.dxl != None and all(data.dxl !=0):
1329	self.dq_l = data.dxl[0]
1330	if data.dxw != None and all(data.dxw !=0):
1331	self.dq_r = data.dxw[0]
1332	#return self.smear_type,self.dq_l,self.dq_r
1333
1334	def _show_smear_sizer(self):
1335	"""
1336	Show only the sizers depending on smear selection
1337	"""
1338	# smear disabled
1339	if self.disable_smearer.GetValue():
1340	self.smear_description_none.Show(True)
1341	# 2Dsmear
1342	elif self._is_2D():
1343	self.smear_description_accuracy_type.Show(True)
1344	self.smear_accuracy.Show(True)
1345	self.smear_description_accuracy_type.Show(True)
1346	self.smear_description_2d.Show(True)
1347	self.smear_description_2d_x.Show(True)
1348	self.smear_description_2d_y.Show(True)
1349	if self.pinhole_smearer.GetValue():
1350	self.smear_pinhole_min.Show(True)
1351	self.smear_pinhole_max.Show(True)
1352	# smear from data
1353	elif self.enable_smearer.GetValue():
1354
1355	self.smear_description_dqdata.Show(True)
1356	if self.smear_type != None:
1357	self.smear_description_smear_type.Show(True)
1358	if self.smear_type == 'Slit':
1359	self.smear_description_slit_height.Show(True)
1360	self.smear_description_slit_width.Show(True)
1361	elif self.smear_type == 'Pinhole':
1362	self.smear_description_pin_min.Show(True)
1363	self.smear_description_pin_max.Show(True)
1364	self.smear_description_smear_type.Show(True)
1365	self.smear_description_type.Show(True)
1366	self.smear_data_left.Show(True)
1367	self.smear_data_right.Show(True)
1368	# custom pinhole smear
1369	elif self.pinhole_smearer.GetValue():
1370	if self.smear_type == 'Pinhole':
1371	self.smear_message_new_p.Show(True)
1372	self.smear_description_pin_min.Show(True)
1373	self.smear_description_pin_max.Show(True)
1374
1375	self.smear_pinhole_min.Show(True)
1376	self.smear_pinhole_max.Show(True)
1377	# custom slit smear
1378	elif self.slit_smearer.GetValue():
1379	self.smear_message_new_s.Show(True)
1380	self.smear_description_slit_height.Show(True)
1381	self.smear_slit_height.Show(True)
1382	self.smear_description_slit_width.Show(True)
1383	self.smear_slit_width.Show(True)
1384
1385	def _hide_all_smear_info(self):
1386	"""
1387	Hide all smearing messages in the set_smearer sizer
1388	"""
1389	self.smear_description_none.Hide()
1390	self.smear_description_dqdata.Hide()
1391	self.smear_description_type.Hide()
1392	self.smear_description_smear_type.Hide()
1393	self.smear_description_accuracy_type.Hide()
1394	self.smear_description_2d_x.Hide()
1395	self.smear_description_2d_y.Hide()
1396	self.smear_description_2d.Hide()
1397
1398	self.smear_accuracy.Hide()
1399	self.smear_data_left.Hide()
1400	self.smear_data_right.Hide()
1401	self.smear_description_pin_min.Hide()
1402	self.smear_pinhole_min.Hide()
1403	self.smear_description_pin_max.Hide()
1404	self.smear_pinhole_max.Hide()
1405	self.smear_description_slit_height.Hide()
1406	self.smear_slit_height.Hide()
1407	self.smear_description_slit_width.Hide()
1408	self.smear_slit_width.Hide()
1409	self.smear_message_new_p.Hide()
1410	self.smear_message_new_s.Hide()
1411
1412	def _set_accuracy_list(self):
1413	"""
1414	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1415	"""
1416	# list of accuracy choices
1417	list = ['Low','Med','High','Xhigh']
1418	for idx in range(len(list)):
1419	self.smear_accuracy.Append(list[idx],idx)
1420
1421	def _set_fun_box_list(self,fun_box):
1422	"""
1423	Set the list of func for multifunctional models
1424	"""
1425	# Check if it is multi_functional model
1426	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1427	return None
1428	# Get the func name list
1429	list = self.model.fun_list
1430	if len(list) == 0:
1431	return None
1432	# build function (combo)box
1433	ind = 0
1434	while(ind < len(list)):
1435	for key, val in list.iteritems():
1436	if (val == ind):
1437	fun_box.Append(key,val)
1438	break
1439	ind += 1
1440
1441	def _on_select_accuracy(self,event):
1442	"""
1443	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1444	"""
1445	#event.Skip()
1446	# Check if the accuracy is same as before
1447	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1448	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1449	if self.pinhole_smearer.GetValue():
1450	self.onPinholeSmear(event=None)
1451	else:
1452	self.onSmear(event=None)
1453	if self.current_smearer != None:
1454	self.current_smearer.set_accuracy(accuracy =
1455	self.smear2d_accuracy)
1456	event.Skip()
1457
1458	def _on_fun_box(self,event):
1459	"""
1460	Select an func: Erf,Rparabola,LParabola
1461	"""
1462	fun_val = None
1463	fun_box = event.GetEventObject()
1464	name = fun_box.Name
1465	value = fun_box.GetValue()
1466	if self.model.fun_list.has_key(value):
1467	fun_val = self.model.fun_list[value]
1468
1469	self.model.setParam(name,fun_val)
1470	# save state
1471	self._copy_parameters_state(self.str_parameters,
1472	self.state.str_parameters)
1473	# update params
1474	self._update_paramv_on_fit()
1475	# draw
1476	self._draw_model()
1477	self.Refresh()
1478	# get ready for new event
1479	event.Skip()
1480
1481	def _onMask(self, event):
1482	"""
1483	Build a panel to allow to edit Mask
1484	"""
1485
1486	from sans.guiframe.local_perspectives.plotting.masking \
1487	import MaskPanel as MaskDialog
1488
1489	self.panel = MaskDialog(self, data=self.data,id =-1 )
1490	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1491	self.panel.ShowModal()
1492	#wx.PostEvent(self.parent, event)
1493
1494	def _draw_masked_model(self,event):
1495	"""
1496	Draw model image w/mask
1497	"""
1498	event.Skip()
1499
1500	is_valid_qrange = self._update_paramv_on_fit()
1501
1502	if is_valid_qrange:
1503	# try re draw the model plot if it exists
1504	self._draw_model()
1505	self.panel.Destroy() # frame
1506	self.set_npts2fit()
1507	elif self.model == None:
1508	self.panel.Destroy()
1509	self.set_npts2fit()
1510	msg= "No model is found on updating MASK in the model plot... "
1511	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1512	else:
1513	msg = ' Please consider your Q range, too.'
1514	self.panel.ShowMessage(msg)
1515
1516	def _set_smear(self, data):
1517	"""
1518	"""
1519	if data is None:
1520	return
1521	self.smearer = smear_selection(self.data, self.model)
1522	self.disable_smearer.SetValue(True)
1523	if self.smearer == None:
1524	self.enable_smearer.Disable()
1525	else:
1526	self.enable_smearer.Enable()
1527
1528	def get_view_mode(self):
1529	"""
1530	return True if the panel allow 2D or False if 1D
1531	"""
1532	return self.enable2D
1533
1534	def set_data(self, data):
1535	"""
1536	reset the current data
1537	"""
1538	flag = False
1539	if self.data is None and data is not None:
1540	self.window_name = str(data.name)
1541	## Title to appear on top of the window
1542	self.window_caption = str(data.name)
1543	flag = True
1544	self.data = data
1545	if self.data is None:
1546	data_min = ""
1547	data_max = ""
1548	data_name = ""
1549	self._set_bookmark_flag(False)
1550	self._set_save_flag(False)
1551	else:
1552	self._set_bookmark_flag(True)
1553	self._set_save_flag(True)
1554	self._set_smear(data)
1555	# more disables for 2D
1556	if self.data.__class__.__name__ =="Data2D":
1557	self.slit_smearer.Disable()
1558	self.default_mask = copy.deepcopy(self.data.mask)
1559
1560
1561	self.formfactorbox.Enable()
1562	self.structurebox.Enable()
1563	data_name = self.data.name
1564	#set maximum range for x in linear scale
1565	if not hasattr(self.data,"data"): #Display only for 1D data fit
1566	# Minimum value of data
1567	data_min = min(self.data.x)
1568	# Maximum value of data
1569	data_max = max(self.data.x)
1570	#number of total data points
1571	self.Npts_total.SetValue(str(len(self.data.x)))
1572	#default:number of data points selected to fit
1573	self.Npts_fit.SetValue(str(len(self.data.x)))
1574	self.btEditMask.Disable()
1575	self.EditMask_title.Disable()
1576	else:
1577
1578	## Minimum value of data
1579	data_min = 0
1580	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1581	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1582	## Maximum value of data
1583	data_max = math.sqrt(xx + yy)
1584	#number of total data points
1585	self.Npts_total.SetValue(str(len(self.data.data)))
1586	#default:number of data points selected to fit
1587	self.Npts_fit.SetValue(str(len(self.data.data)))
1588	self.btEditMask.Enable()
1589	self.EditMask_title.Enable()
1590	self.dataSource.SetValue(data_name)
1591	self.qmin_x = data_min
1592	self.qmax_x = data_max
1593	self.minimum_q.SetValue(str(data_min))
1594	self.maximum_q.SetValue(str(data_max))
1595	self.qmin.SetValue(str(data_min))
1596	self.qmax.SetValue(str(data_max))
1597	self.qmin.SetBackgroundColour("white")
1598	self.qmax.SetBackgroundColour("white")
1599	self.state.data = data
1600	self.state.qmin = self.qmin_x
1601	self.state.qmax = self.qmax_x
1602
1603	#update model plot with new data information
1604	if flag:
1605	#set model view button
1606	if self.data.__class__.__name__ == "Data2D":
1607	self.enable2D = True
1608	self.model_view.SetLabel("2D Mode")
1609	else:
1610	self.enable2D = False
1611	self.model_view.SetLabel("1D Mode")
1612
1613	self.model_view.Disable()
1614	self._draw_model()
1615
1616	def reset_page(self, state,first=False):
1617	"""
1618	reset the state
1619	"""
1620	self.reset_page_helper(state)
1621	#import sans.guiframe.gui_manager
1622	#evt = ModelEventbox(model=state.model)
1623	#wx.PostEvent(self.event_owner, evt)
1624
1625	if self.engine_type != None:
1626	self._manager._on_change_engine(engine=self.engine_type)
1627
1628	self.select_param(event = None)
1629	#Save state_fit
1630	self.save_current_state_fit()
1631	self._lay_out()
1632	self.Refresh()
1633
1634	def get_range(self):
1635	"""
1636	return the fitting range
1637	"""
1638	return float(self.qmin_x) , float(self.qmax_x)
1639
1640	def get_npts2fit(self):
1641	"""
1642	return numbers of data points within qrange
1643
1644	:Note: This is for Park where chi2 is not normalized by Npts of fit
1645
1646	"""
1647	if self.data is None:
1648	return
1649	npts2fit = 0
1650	qmin,qmax = self.get_range()
1651	if self.data.__class__.__name__ =="Data2D":
1652	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1653	self.data.qy_data*self.data.qy_data )
1654	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1655	index_data= (index_data)&(self.data.mask)
1656	index_data = (index_data)&(numpy.isfinite(self.data.data))
1657	npts2fit = len(self.data.data[index_data])
1658	else:
1659	for qx in self.data.x:
1660	if qx >= qmin and qx <= qmax:
1661	npts2fit += 1
1662	return npts2fit
1663
1664	def set_npts2fit(self):
1665	"""
1666	setValue Npts for fitting
1667	"""
1668	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1669
1670	def get_chi2(self):
1671	"""
1672	return the current chi2
1673	"""
1674	return self.tcChi.GetValue()
1675
1676	def get_param_list(self):
1677	"""
1678	:return self.param_toFit: list containing references to TextCtrl
1679	checked.Theses TextCtrl will allow reference to parameters to fit.
1680
1681	:raise: if return an empty list of parameter fit will nnote work
1682	properly so raise ValueError,"missing parameter to fit"
1683	"""
1684	if self.param_toFit !=[]:
1685	return self.param_toFit
1686	else:
1687	raise ValueError,"missing parameter to fit"
1688
1689	def onsetValues(self, chisqr, p_name, out, cov):
1690	"""
1691	Build the panel from the fit result
1692
1693	:param chisqr: Value of the goodness of fit metric
1694	:param p_name: the name of parameters
1695	:param out: list of parameter with the best value found during fitting
1696	:param cov: Covariance matrix
1697
1698	"""
1699	if out == None or not numpy.isfinite(chisqr):
1700	raise ValueError,"Fit error occured..."
1701
1702	is_modified = False
1703	has_error = False
1704
1705	#Hide textctrl boxes of errors.
1706	self._clear_Err_on_Fit()
1707
1708	#Check if chi2 is finite
1709	if chisqr != None and numpy.isfinite(chisqr):
1710	#format chi2
1711	if self.engine_type == "park":
1712	npt_fit = float(self.get_npts2fit())
1713	if npt_fit > 0:
1714	chisqr =chisqr/npt_fit
1715	chi2 = format_number(chisqr, True)
1716	self.tcChi.SetValue(chi2)
1717	self.tcChi.Refresh()
1718	else:
1719	self.tcChi.SetValue("-")
1720
1721	#Hide error title
1722	if self.text2_3.IsShown():
1723	self.text2_3.Hide()
1724
1725	try:
1726	if self.enable_disp.GetValue():
1727	if hasattr(self,"text_disp_1" ):
1728	if self.text_disp_1 != None:
1729	self.text_disp_1.Hide()
1730	except:
1731	dispersty = None
1732	pass
1733	#set the panel when fit result are float not list
1734	if out.__class__== numpy.float64:
1735	self.param_toFit[0][2].SetValue(format_number(out, True))
1736
1737	if self.param_toFit[0][4].IsShown:
1738	self.param_toFit[0][4].Hide()
1739	if cov !=None :
1740	self.text2_3.Show(True)
1741	try:
1742	if self.enable_disp.GetValue():
1743	if hasattr(self,"text_disp_1" ):
1744	if self.text_disp_1 !=None:
1745	self.text_disp_1.Show(True)
1746	except:
1747	pass
1748
1749	if cov[0]==None or not numpy.isfinite(cov[0]):
1750	if self.param_toFit[0][3].IsShown:
1751	self.param_toFit[0][3].Hide()
1752	else:
1753	self.param_toFit[0][3].Show(True)
1754	self.param_toFit[0][4].Show(True)
1755	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
1756	has_error = True
1757	else:
1758
1759	i = 0
1760	#Set the panel when fit result are list
1761	for item in self.param_toFit:
1762	if len(item)>5 and item != None:
1763	## reset error value to initial state
1764	item[3].Hide()
1765	item[4].Hide()
1766
1767	for ind in range(len(out)):
1768
1769	if item[1] == p_name[ind]:
1770	break
1771	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1772	val_out = format_number(out[ind], True)
1773	item[2].SetValue(val_out)
1774
1775	if(cov !=None):
1776
1777	try:
1778	if dispersity !=None:
1779	if self.enable_disp.GetValue():
1780	if hasattr(self,"text_disp_1" ):
1781	if self.text_disp_1!=None:
1782	if not self.text_disp_1.IsShown():
1783	self.text_disp_1.Show(True)
1784	except:
1785	pass
1786
1787	if cov[ind]!=None :
1788	if numpy.isfinite(float(cov[ind])):
1789	val_err = format_number(cov[ind], True)
1790	item[3].Show(True)
1791	item[4].Show(True)
1792	item[4].SetValue(val_err)
1793
1794	has_error = True
1795	i += 1
1796	#Show error title when any errors displayed
1797	if has_error:
1798	if not self.text2_3.IsShown():
1799	self.text2_3.Show(True)
1800
1801	## save current state
1802	self.save_current_state()
1803	#plot model ( when drawing, do not update chisqr value again)
1804	self._draw_model(update_chisqr=False)
1805	self._lay_out()
1806	self.Refresh()
1807	#PostStatusEvent
1808	msg = "Fit completed! "
1809	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1810
1811	def onPinholeSmear(self, event):
1812	"""
1813	Create a custom pinhole smear object that will change the way residuals
1814	are compute when fitting
1815
1816	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1817	None for 1D
1818
1819	"""
1820
1821	#if self.check_invalid_panel():
1822	# return
1823	if self.model ==None:
1824	self.disable_smearer.SetValue(True)
1825	msg="Please select a Model first..."
1826	wx.MessageBox(msg, 'Info')
1827	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1828	"Smear: %s"%msg))
1829	return
1830
1831	# Need update param values
1832	self._update_paramv_on_fit()
1833
1834	# msg default
1835	msg = None
1836	if event != None:
1837	tcrtl= event.GetEventObject()
1838	# event case of radio button
1839	if tcrtl.GetValue()== True:
1840	self.dx_min = 0.0
1841	self.dx_max = 0.0
1842	is_new_pinhole = True
1843	else:
1844	is_new_pinhole = self._is_changed_pinhole()
1845	else:
1846	is_new_pinhole = True
1847	# if any value is changed
1848	if is_new_pinhole:
1849	msg = self._set_pinhole_smear()
1850	# hide all silt sizer
1851	self._hide_all_smear_info()
1852
1853	##Calculate chi2
1854	temp_smearer = self.current_smearer
1855	#self.compute_chisqr(smearer= temp_smearer)
1856
1857	# show relevant slit sizers
1858	self._show_smear_sizer()
1859
1860	self.sizer_set_smearer.Layout()
1861	self.Layout()
1862
1863	if event != None:
1864	event.Skip()
1865	#self._undo.Enable(True)
1866	self.save_current_state()
1867	event = PageInfoEvent(page = self)
1868	wx.PostEvent(self.parent, event)
1869
1870	def _is_changed_pinhole(self):
1871	"""
1872	check if any of pinhole smear is changed
1873
1874	:return: True or False
1875
1876	"""
1877	# get the values
1878	pin_min = self.smear_pinhole_min.GetValue()
1879	pin_max = self.smear_pinhole_max.GetValue()
1880
1881	# Check changes in slit width
1882	try:
1883	dx_min = float(pin_min)
1884	except:
1885	return True
1886	if self.dx_min != dx_min:
1887	return True
1888
1889	# Check changes in slit heigth
1890	try:
1891	dx_max = float(pin_max)
1892	except:
1893	return True
1894	if self.dx_max != dx_max:
1895	return True
1896	return False
1897
1898	def _set_pinhole_smear(self):
1899	"""
1900	Set custom pinhole smear
1901
1902	:return: msg
1903
1904	"""
1905	# copy data
1906	data = copy.deepcopy(self.data)
1907	if self._is_2D():
1908	self.smear_type = 'Pinhole2d'
1909	len_data = len(data.data)
1910	data.dqx_data = numpy.zeros(len_data)
1911	data.dqy_data = numpy.zeros(len_data)
1912	else:
1913	self.smear_type = 'Pinhole'
1914	len_data = len(data.x)
1915	data.dx = numpy.zeros(len_data)
1916	data.dxl = None
1917	data.dxw = None
1918	msg = None
1919
1920	get_pin_min = self.smear_pinhole_min
1921	get_pin_max = self.smear_pinhole_max
1922
1923	if not check_float(get_pin_min):
1924	get_pin_min.SetBackgroundColour("pink")
1925	msg= "Model Error:wrong value entered!!!"
1926	elif not check_float(get_pin_max ):
1927	get_pin_max.SetBackgroundColour("pink")
1928	msg= "Model Error:wrong value entered!!!"
1929	else:
1930	if len_data < 2: len_data = 2
1931	self.dx_min = float(get_pin_min.GetValue())
1932	self.dx_max = float(get_pin_max.GetValue())
1933	if self.dx_min < 0:
1934	get_pin_min.SetBackgroundColour("pink")
1935	msg= "Model Error:This value can not be negative!!!"
1936	elif self.dx_max <0:
1937	get_pin_max.SetBackgroundColour("pink")
1938	msg= "Model Error:This value can not be negative!!!"
1939	elif self.dx_min != None and self.dx_max != None:
1940	if self._is_2D():
1941	data.dqx_data[data.dqx_data==0] = self.dx_min
1942	data.dqy_data[data.dqy_data==0] = self.dx_max
1943	elif self.dx_min == self.dx_max:
1944	data.dx[data.dx==0] = self.dx_min
1945	else:
1946	step = (self.dx_max - self.dx_min)/(len_data-1)
1947	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
1948	step)
1949	elif self.dx_min != None:
1950	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
1951	else: data.dx[data.dx==0] = self.dx_min
1952	elif self.dx_max != None:
1953	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
1954	else: data.dx[data.dx==0] = self.dx_max
1955	self.current_smearer = smear_selection(data, self.model)
1956	# 2D need to set accuracy
1957	if self._is_2D():
1958	self.current_smearer.set_accuracy(accuracy = \
1959	self.smear2d_accuracy)
1960
1961	if msg != None:
1962	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1963	else:
1964	get_pin_min.SetBackgroundColour("white")
1965	get_pin_max.SetBackgroundColour("white")
1966	## set smearing value whether or not the data contain the smearing info
1967	self._manager.set_smearer(smearer=self.current_smearer,
1968	qmin=float(self.qmin_x),
1969	qmax= float(self.qmax_x),
1970	uid=self.uid)
1971	return msg
1972
1973	def update_pinhole_smear(self):
1974	"""
1975	called by kill_focus on pinhole TextCntrl
1976	to update the changes
1977
1978	:return: False when wrong value was entered
1979
1980	"""
1981	# msg default
1982	msg = None
1983	# check if any value is changed
1984	if self._is_changed_pinhole():
1985	msg = self._set_pinhole_smear()
1986	#self._undo.Enable(True)
1987	self.save_current_state()
1988
1989	if msg != None:
1990	return False
1991	else:
1992	return True
1993
1994	def onSlitSmear(self, event):
1995	"""
1996	Create a custom slit smear object that will change the way residuals
1997	are compute when fitting
1998	"""
1999
2000	#if self.check_invalid_panel():
2001	# return
2002
2003	if self.model ==None:
2004	self.disable_smearer.SetValue(True)
2005
2006	msg="Please select a Model first..."
2007	wx.MessageBox(msg, 'Info')
2008	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2009	"Smear: %s"%msg))
2010	return
2011
2012	# Need update param values
2013	self._update_paramv_on_fit()
2014
2015	# msg default
2016	msg = None
2017	# for event given
2018	if event != None:
2019	tcrtl= event.GetEventObject()
2020	# event case of radio button
2021	if tcrtl.GetValue():
2022	self.dxl = 0.0
2023	self.dxw = 0.0
2024	is_new_slit = True
2025	else:
2026	is_new_slit = self._is_changed_slit()
2027	else:
2028	is_new_slit = True
2029
2030	# if any value is changed
2031	if is_new_slit:
2032	msg = self._set_slit_smear()
2033
2034	# hide all silt sizer
2035	self._hide_all_smear_info()
2036	##Calculate chi2
2037	#self.compute_chisqr(smearer= self.current_smearer)
2038	# show relevant slit sizers
2039	self._show_smear_sizer()
2040	self.sizer_set_smearer.Layout()
2041	self.Layout()
2042
2043	if event != None:
2044	event.Skip()
2045	#self._undo.Enable(True)
2046	self.save_current_state()
2047	event = PageInfoEvent(page = self)
2048	wx.PostEvent(self.parent, event)
2049	if msg != None:
2050	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2051
2052	def _is_changed_slit(self):
2053	"""
2054	check if any of slit lengths is changed
2055
2056	:return: True or False
2057
2058	"""
2059	# get the values
2060	width = self.smear_slit_width.GetValue()
2061	height = self.smear_slit_height.GetValue()
2062
2063	# check and change the box bg color if it was pink
2064	# but it should be white now
2065	# because this is the case that _set_slit_smear() will not handle
2066	if height.lstrip().rstrip()=="":
2067	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2068	if width.lstrip().rstrip()=="":
2069	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2070
2071	# Check changes in slit width
2072	if width == "":
2073	dxw = 0.0
2074	else:
2075	try:
2076	dxw = float(width)
2077	except:
2078	return True
2079	if self.dxw != dxw:
2080	return True
2081
2082	# Check changes in slit heigth
2083	if height == "":
2084	dxl = 0.0
2085	else:
2086	try:
2087	dxl = float(height)
2088	except:
2089	return True
2090	if self.dxl != dxl:
2091	return True
2092
2093	return False
2094
2095	def _set_slit_smear(self):
2096	"""
2097	Set custom slit smear
2098
2099	:return: message to inform the user about the validity
2100	of the values entered for slit smear
2101	"""
2102	if self.data.__class__.__name__ == "Data2D":
2103	return
2104	temp_smearer = None
2105	# make sure once more if it is smearer
2106	data = copy.deepcopy(self.data)
2107	data_len = len(data.x)
2108	data.dx = None
2109	data.dxl = None
2110	data.dxw = None
2111	msg = None
2112
2113	try:
2114	self.dxl = float(self.smear_slit_height.GetValue())
2115	data.dxl = self.dxl* numpy.ones(data_len)
2116	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2117	except:
2118	data.dxl = numpy.zeros(data_len)
2119	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2120	self.smear_slit_height.SetBackgroundColour("pink")
2121	msg = "Wrong value entered... "
2122	else:
2123	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2124	try:
2125	self.dxw = float(self.smear_slit_width.GetValue())
2126	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2127	data.dxw = self.dxw* numpy.ones(data_len)
2128	except:
2129	data.dxw = numpy.zeros(data_len)
2130	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2131	self.smear_slit_width.SetBackgroundColour("pink")
2132	msg = "Wrong Fit value entered... "
2133	else:
2134	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2135
2136	self.current_smearer = smear_selection(data, self.model)
2137	#temp_smearer = self.current_smearer
2138	## set smearing value whether or not the data contain the smearing info
2139	self._manager.set_smearer(smearer=self.current_smearer,
2140	qmin=float(self.qmin_x),
2141	qmax= float(self.qmax_x),
2142	id=self.id)
2143	return msg
2144
2145	def update_slit_smear(self):
2146	"""
2147	called by kill_focus on pinhole TextCntrl
2148	to update the changes
2149
2150	:return: False when wrong value was entered
2151
2152	"""
2153	# msg default
2154	msg = None
2155	# check if any value is changed
2156	if self._is_changed_slit():
2157	msg = self._set_slit_smear()
2158	#self._undo.Enable(True)
2159	self.save_current_state()
2160
2161	if msg != None:
2162	return False
2163	else:
2164	return True
2165
2166	def onSmear(self, event):
2167	"""
2168	Create a smear object that will change the way residuals
2169	are compute when fitting
2170	"""
2171	if event != None:
2172	event.Skip()
2173	if self.data is None:
2174	return
2175
2176	if self.model == None:
2177	self.disable_smearer.SetValue(True)
2178	msg="Please select a Model first..."
2179	wx.MessageBox(msg, 'Info')
2180	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2181	"Smear: %s"%msg))
2182	return
2183
2184	# Need update param values
2185	self._update_paramv_on_fit()
2186
2187	temp_smearer = None
2188	self._get_smear_info()
2189
2190	#renew smear sizer
2191	if self.smear_type != None:
2192	self.smear_description_smear_type.SetValue(str(self.smear_type))
2193	self.smear_data_left.SetValue(str(self.dq_l))
2194	self.smear_data_right.SetValue(str(self.dq_r))
2195
2196	self._hide_all_smear_info()
2197
2198	data = copy.deepcopy(self.data)
2199	# make sure once more if it is smearer
2200	self.current_smearer = smear_selection(data, self.model)
2201
2202	if self.enable_smearer.GetValue():
2203	if hasattr(self.data,"dxl"):
2204
2205	msg= ": Resolution smearing parameters"
2206	if hasattr(self.data,"dxw"):
2207	msg= ": Slit smearing parameters"
2208	if self.smearer ==None:
2209	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2210	"Data contains no smearing information"))
2211	else:
2212	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2213	"Data contains smearing information"))
2214
2215	#self.smear_description_dqdata.Show(True)
2216	self.smear_data_left.Show(True)
2217	self.smear_data_right.Show(True)
2218	temp_smearer= self.current_smearer
2219	elif self.disable_smearer.GetValue():
2220	self.smear_description_none.Show(True)
2221
2222	self._show_smear_sizer()
2223
2224	self.sizer_set_smearer.Layout()
2225	self.Layout()
2226	## set smearing value whether or not the data contain the smearing info
2227	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer, qmin= float(self.qmin_x),
2228	qmax= float(self.qmax_x), draw=True)
2229
2230	##Calculate chi2
2231	#self.compute_chisqr(smearer= temp_smearer)
2232
2233	self.state.enable_smearer= self.enable_smearer.GetValue()
2234	self.state.disable_smearer=self.disable_smearer.GetValue()
2235	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2236	self.state.slit_smearer = self.slit_smearer.GetValue()
2237
2238	def on_complete_chisqr(self, event):
2239	"""
2240	print result chisqr
2241
2242	:event: activated by fitting/ complete after draw
2243
2244	"""
2245	try:
2246	if event ==None:
2247	output= "-"
2248	else:
2249	output = event.output
2250	self.tcChi.SetValue(str(format_number(output, True)))
2251
2252	self.state.tcChi = self.tcChi.GetValue()
2253	except:
2254	pass
2255
2256
2257	def select_all_param(self,event):
2258	"""
2259	set to true or false all checkBox given the main checkbox value cb1
2260	"""
2261	self.param_toFit=[]
2262	if self.parameters !=[]:
2263	if self.cb1.GetValue():
2264	for item in self.parameters:
2265	## for data2D select all to fit
2266	if self.data.__class__.__name__=="Data2D":
2267	item[0].SetValue(True)
2268	self.param_toFit.append(item )
2269	else:
2270	## for 1D all parameters except orientation
2271	if not item in self.orientation_params:
2272	item[0].SetValue(True)
2273	self.param_toFit.append(item )
2274	#if len(self.fittable_param)>0:
2275	for item in self.fittable_param:
2276	if self.data.__class__.__name__=="Data2D":
2277	item[0].SetValue(True)
2278	self.param_toFit.append(item )
2279	try:
2280	if len(self.values[item[1]]) > 0:
2281	item[0].SetValue(False)
2282	except:
2283	pass
2284
2285	else:
2286	## for 1D all parameters except orientation
2287	if not item in self.orientation_params_disp:
2288	item[0].SetValue(True)
2289	self.param_toFit.append(item )
2290	try:
2291	if len(self.values[item[1]]) > 0:
2292	item[0].SetValue(False)
2293	except:
2294	pass
2295
2296	else:
2297	for item in self.parameters:
2298	item[0].SetValue(False)
2299	for item in self.fittable_param:
2300	item[0].SetValue(False)
2301	self.param_toFit=[]
2302
2303	self.save_current_state_fit()
2304
2305	if event !=None:
2306	#self._undo.Enable(True)
2307	## post state to fit panel
2308	event = PageInfoEvent(page = self)
2309	wx.PostEvent(self.parent, event)
2310
2311	def select_param(self,event):
2312	"""
2313	Select TextCtrl checked for fitting purpose and stores them
2314	in self.param_toFit=[] list
2315	"""
2316	self.param_toFit=[]
2317	for item in self.parameters:
2318	#Skip t ifhe angle parameters if 1D data
2319	if self.data.__class__.__name__ !="Data2D":
2320	if item in self.orientation_params:
2321	continue
2322	#Select parameters to fit for list of primary parameters
2323	if item[0].GetValue():
2324	if not (item in self.param_toFit):
2325	self.param_toFit.append(item )
2326	else:
2327	#remove parameters from the fitting list
2328	if item in self.param_toFit:
2329	self.param_toFit.remove(item)
2330
2331	#Select parameters to fit for list of fittable parameters
2332	# with dispersion
2333	for item in self.fittable_param:
2334	#Skip t ifhe angle parameters if 1D data
2335	if self.data.__class__.__name__ !="Data2D":
2336	if item in self.orientation_params:
2337	continue
2338	if item[0].GetValue():
2339	if not (item in self.param_toFit):
2340	self.param_toFit.append(item)
2341	else:
2342	#remove parameters from the fitting list
2343	if item in self.param_toFit:
2344	self.param_toFit.remove(item)
2345
2346	#Calculate num. of angle parameters
2347	if self.data.__class__.__name__ =="Data2D":
2348	len_orient_para = 0
2349	else:
2350	len_orient_para = len(self.orientation_params) #assume even len
2351	#Total num. of angle parameters
2352	if len(self.fittable_param) > 0:
2353	len_orient_para *= 2
2354	#Set the value of checkbox that selected every checkbox or not
2355	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2356	len(self.param_toFit):
2357	self.cb1.SetValue(True)
2358	else:
2359	self.cb1.SetValue(False)
2360	self.save_current_state_fit()
2361	if event !=None:
2362	#self._undo.Enable(True)
2363	## post state to fit panel
2364	event = PageInfoEvent(page = self)
2365	wx.PostEvent(self.parent, event)
2366
2367	def set_model_param_sizer(self, model):
2368	"""
2369	Build the panel from the model content
2370
2371	:param model: the model selected in combo box for fitting purpose
2372
2373	"""
2374	self.sizer3.Clear(True)
2375	self.parameters = []
2376	self.str_parameters = []
2377	self.param_toFit=[]
2378	self.fittable_param=[]
2379	self.fixed_param=[]
2380	self.orientation_params=[]
2381	self.orientation_params_disp=[]
2382
2383	if model ==None:
2384	self.sizer3.Layout()
2385	self.SetupScrolling()
2386	return
2387	## the panel is drawn using the current value of the fit engine
2388	if self.engine_type==None and self._manager !=None:
2389	self.engine_type= self._manager._return_engine_type()
2390
2391	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2392	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2393	sizer = wx.GridBagSizer(5,5)
2394	## save the current model
2395	self.model = model
2396
2397	keys = self.model.getParamList()
2398	#list of dispersion paramaters
2399	self.disp_list=self.model.getDispParamList()
2400
2401	def custom_compare(a,b):
2402	"""
2403	Custom compare to order, first by alphabets then second by number.
2404	"""
2405	# number at the last digit
2406	a_last = a[len(a)-1]
2407	b_last = b[len(b)-1]
2408	# default
2409	num_a = None
2410	num_b = None
2411	# split the names
2412	a2 = a.lower().split('_')
2413	b2 = b.lower().split('_')
2414	# check length of a2, b2
2415	len_a2 = len(a2)
2416	len_b2 = len(b2)
2417	# check if it contains a int number(<10)
2418	try:
2419	num_a = int(a_last)
2420	except: pass
2421	try:
2422	num_b = int(b_last)
2423	except: pass
2424	# Put 'scale' near the top; happens
2425	# when numbered param name exists
2426	if a == 'scale':
2427	return -1
2428	# both have a number
2429	if num_a != None and num_b != None:
2430	if num_a > num_b: return -1
2431	# same number
2432	elif num_a == num_b:
2433	# different last names
2434	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2435	return -cmp(a2[len_a2-1], b2[len_b2-1])
2436	else:
2437	return cmp(a, b)
2438	else: return 1
2439	# one of them has a number
2440	elif num_a != None: return 1
2441	elif num_b != None: return -1
2442	# no numbers
2443	else: return cmp(a.lower(), b.lower())
2444
2445
2446	keys.sort(custom_compare)
2447
2448	iy = 0
2449	ix = 0
2450	select_text = "Select All"
2451	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2452	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2453	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2454	#self.cb1.SetValue(True)
2455
2456	sizer.Add(self.cb1,(iy, ix),(1,1),\
2457	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2458	ix +=1
2459	self.text2_2 = wx.StaticText(self, -1, 'Values')
2460	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2461	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2462	ix +=2
2463	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2464	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2465	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2466	self.text2_3.Hide()
2467	ix +=1
2468	self.text2_min = wx.StaticText(self, -1, 'Min')
2469	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2470	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2471	#self.text2_min.Hide()
2472	ix +=1
2473	self.text2_max = wx.StaticText(self, -1, 'Max')
2474	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2475	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2476	#self.text2_max.Hide()
2477	ix += 1
2478	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2479	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2480	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2481	self.text2_4.Hide()
2482
2483	for item in keys:
2484	if not item in self.disp_list and not item in \
2485	self.model.orientation_params:
2486
2487	##prepare a spot to store errors
2488	if not self.model.details.has_key(item):
2489	self.model.details [item] = ["",None,None]
2490
2491	iy += 1
2492	ix = 0
2493	if self.model.__class__ in \
2494	self.model_list_box["Multi-Functions"] \
2495	and item in self.model.non_fittable:
2496	non_fittable_name = wx.StaticText(self, -1, item )
2497	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2498	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2499	## add parameter value
2500	ix += 1
2501	value= self.model.getParam(item)
2502	if len(self.model.fun_list) > 0:
2503	num = item.split('_')[1][5:7]
2504	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2505	style=wx.CB_READONLY, name = '%s'% item)
2506	self._set_fun_box_list(fun_box)
2507	fun_box.SetSelection(0)
2508	#self.fun_box.SetToolTipString("A function
2509	# describing the interface")
2510	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2511	else:
2512	fun_box = self.ModelTextCtrl(self, -1,
2513	size=(_BOX_WIDTH,20),
2514	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2515	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2516	fun_box.SetValue(format_number(value, True))
2517	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2518	self.str_parameters.append([None,item, fun_box,
2519	None, None, None,
2520	None, None])
2521
2522
2523	else:
2524	## add parameters name with checkbox for selecting to fit
2525	cb = wx.CheckBox(self, -1, item )
2526	cb.SetToolTipString(" Check mark to fit.")
2527	#cb.SetValue(True)
2528	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2529
2530	sizer.Add( cb,( iy, ix),(1,1),
2531	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2532
2533	## add parameter value
2534	ix += 1
2535	value= self.model.getParam(item)
2536	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2537	style=wx.TE_PROCESS_ENTER)
2538	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2539	ctl1.SetValue(format_number(value, True))
2540	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2541	## text to show error sign
2542	ix += 1
2543	text2=wx.StaticText(self, -1, '+/-')
2544	sizer.Add(text2,(iy, ix),(1,1),\
2545	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2546	text2.Hide()
2547	ix += 1
2548	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2549	sizer.Add(ctl2, (iy,ix),(1,1),
2550	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2551	ctl2.Hide()
2552
2553	ix += 1
2554	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2555	style=wx.TE_PROCESS_ENTER,
2556	text_enter_callback = self._onparamRangeEnter)
2557
2558	sizer.Add(ctl3, (iy,ix),(1,1),
2559	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2560
2561	ix += 1
2562	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2563	style=wx.TE_PROCESS_ENTER,
2564	text_enter_callback = self._onparamRangeEnter)
2565	sizer.Add(ctl4, (iy,ix),(1,1),
2566	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2567
2568	ix +=1
2569	# Units
2570	if self.model.details.has_key(item):
2571	units = wx.StaticText(self, -1,
2572	self.model.details[item][0], style=wx.ALIGN_LEFT)
2573	else:
2574	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2575	sizer.Add(units, (iy,ix),(1,1),
2576	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2577
2578	##[cb state, name, value, "+/-", error of fit, min, max , units]
2579	self.parameters.append([cb,item, ctl1,
2580	text2,ctl2, ctl3, ctl4,units])
2581
2582	iy+=1
2583	sizer.Add((10,10),(iy,ix),(1,1),
2584	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2585
2586	# type can be either Guassian or Array
2587	if len(self.model.dispersion.values())>0:
2588	type= self.model.dispersion.values()[0]["type"]
2589	else:
2590	type = "Gaussian"
2591
2592	iy += 1
2593	ix = 0
2594	#Add tile for orientational angle
2595	for item in keys:
2596	if item in self.model.orientation_params:
2597	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2598	sizer.Add(orient_angle,(iy, ix),(1,1),
2599	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2600	if not self.data.__class__.__name__ =="Data2D":
2601	orient_angle.Hide()
2602	else:
2603	orient_angle.Show(True)
2604	break
2605
2606	#For Gaussian only
2607	if type.lower() != "array":
2608	for item in self.model.orientation_params:
2609	if not item in self.disp_list:
2610	##prepare a spot to store min max
2611	if not self.model.details.has_key(item):
2612	self.model.details [item] = ["",None,None]
2613
2614	iy += 1
2615	ix = 0
2616	## add parameters name with checkbox for selecting to fit
2617	cb = wx.CheckBox(self, -1, item )
2618	cb.SetValue(False)
2619	cb.SetToolTipString("Check mark to fit")
2620	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2621	if self.data.__class__.__name__ =="Data2D":
2622	cb.Show(True)
2623	else:
2624	cb.Hide()
2625	sizer.Add( cb,( iy, ix),(1,1),
2626	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2627
2628	## add parameter value
2629	ix += 1
2630	value= self.model.getParam(item)
2631	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2632	style=wx.TE_PROCESS_ENTER)
2633	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2634	ctl1.SetValue(format_number(value, True))
2635	if self.data.__class__.__name__ =="Data2D":
2636	ctl1.Show(True)
2637	else:
2638	ctl1.Hide()
2639	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2640	## text to show error sign
2641	ix += 1
2642	text2=wx.StaticText(self, -1, '+/-')
2643	sizer.Add(text2,(iy, ix),(1,1),\
2644	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2645	text2.Hide()
2646	ix += 1
2647	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2648	sizer.Add(ctl2, (iy,ix),(1,1),
2649	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2650	ctl2.Hide()
2651
2652
2653	ix += 1
2654	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2655	style=wx.TE_PROCESS_ENTER,
2656	text_enter_callback = self._onparamRangeEnter)
2657
2658	sizer.Add(ctl3, (iy,ix),(1,1),
2659	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2660	ctl3.Hide()
2661
2662	ix += 1
2663	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2664	style=wx.TE_PROCESS_ENTER,
2665	text_enter_callback = self._onparamRangeEnter)
2666	sizer.Add(ctl4, (iy,ix),(1,1),
2667	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2668
2669	ctl4.Hide()
2670
2671	if self.data.__class__.__name__ =="Data2D":
2672	ctl3.Show(True)
2673	ctl4.Show(True)
2674
2675	ix +=1
2676	# Units
2677	if self.model.details.has_key(item):
2678	units = wx.StaticText(self, -1,
2679	self.model.details[item][0],
2680	style=wx.ALIGN_LEFT)
2681	else:
2682	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2683	if self.data.__class__.__name__ =="Data2D":
2684	units.Show(True)
2685
2686	else:
2687	units.Hide()
2688
2689	sizer.Add(units, (iy,ix),(1,1),
2690	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2691
2692	##[cb state, name, value, "+/-", error of fit,min,max,units]
2693	self.parameters.append([cb,item, ctl1,
2694	text2,ctl2, ctl3, ctl4,units])
2695	self.orientation_params.append([cb,item, ctl1,
2696	text2,ctl2, ctl3, ctl4,units])
2697
2698	iy+=1
2699
2700	#Display units text on panel
2701	for item in keys:
2702	if self.model.details.has_key(item):
2703	self.text2_4.Show()
2704	#Fill the list of fittable parameters
2705	self.select_all_param(event=None)
2706
2707	self.save_current_state_fit()
2708	boxsizer1.Add(sizer)
2709	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2710	self.sizer3.Layout()
2711	self.Layout()
2712	self.Refresh()
2713
2714	def on_right_down(self, event):
2715	"""
2716	Get key stroke event
2717	"""
2718	if self.data == None:
2719	return
2720	# Figuring out key combo: Cmd for copy, Alt for paste
2721	if event.AltDown() and event.ShiftDown():
2722	self._show_ftol_dialog()
2723	flag = True
2724	else:
2725	flag = False
2726	# make event free
2727	event.Skip()
2728	# messages depending on the flag
2729	if not flag:
2730	msg = " Could not open ftol dialog;"
2731	msg += " Check if the Scipy fit engine is selected in the menubar."
2732	infor = 'warning'
2733	# inform msg to wx
2734	wx.PostEvent( self.parent.parent,
2735	StatusEvent(status= msg, info=infor))
2736
2737
2738	def _show_ftol_dialog(self):
2739	"""
2740	Dialog to select ftol for Scipy
2741	"""
2742	from ftol_dialog import ChangeFtol
2743	panel = ChangeFtol(self)
2744	panel.ShowModal()
2745
2746	def _onModel2D(self, event):
2747	"""
2748	toggle view of model from 1D to 2D or 2D from 1D
2749	"""
2750	if self.model_view.GetLabelText() == "Switch to 2D":
2751	self.model_view.SetLabel("Switch to 1D")
2752	self.enable2D = True
2753	else:
2754	self.model_view.SetLabel("Switch to 2D")
2755	self.enable2D = False
2756	self._draw_model()
2757
2758	class BGTextCtrl(wx.TextCtrl):
2759	"""
2760	Text control used to display outputs.
2761	No editing allowed. The background is
2762	grayed out. User can't select text.
2763	"""
2764	def __init__(self, args, *kwds):
2765	wx.TextCtrl.__init__(self, args, *kwds)
2766	self.SetEditable(False)
2767	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
2768
2769	# Bind to mouse event to avoid text highlighting
2770	# The event will be skipped once the call-back
2771	# is called.
2772	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2773
2774	def _click(self, event):
2775	"""
2776	Prevent further handling of the mouse event
2777	by not calling Skip().
2778	"""
2779	pass
2780

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ b0e8beb

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