fitpage.py @ f22e626

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 f22e626 was f22e626, checked in by Gervaise Alina <gervyh@…>, 13 years ago
working on remove data
Property mode set to `100644`
File size: 119.1 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 = 0.00
19	SMEAR_SIZE_H = 0.00
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	self.fit_started = False
46	# get smear info from data
47	self._get_smear_info()
48	self._fill_model_sizer( self.sizer1)
49	self._get_defult_custom_smear()
50	self._fill_range_sizer()
51	self._set_smear(self.data)
52	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
53	# bind key event
54	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
55	self._set_bookmark_flag(False)
56	self._set_save_flag(False)
57	self._set_preview_flag(False)
58	self.btFit.SetFocus()
59
60
61	def _on_fit_complete(self):
62	"""
63	When fit is complete ,reset the fit button label.
64	"""
65	self.btFit.SetLabel("Fit")
66	self.bind_fit_button()
67
68	def _is_2D(self):
69	"""
70	Check if data_name is Data2D
71
72	:return: True or False
73
74	"""
75	if self.data.__class__.__name__ == "Data2D" or \
76	self.enable2D:
77	return True
78	return False
79
80	def _on_engine_change(self, name):
81	"""
82	get the current name of the fit engine type
83	and update the panel accordingly
84	"""
85
86	self.engine_type = str(name)
87	self.state.engine_type = self.engine_type
88	if len(self.parameters) == 0:
89	self.Layout()
90	return
91	self.Layout()
92	self.Refresh()
93
94
95
96	def _fill_range_sizer(self):
97	"""
98	Fill the sizer containing the plotting range
99	add access to npts
100	"""
101	is_2Ddata = False
102
103	# Check if data is 2D
104	if self.data.__class__.__name__ == "Data2D" or \
105	self.enable2D:
106	is_2Ddata = True
107
108	title = "Fitting"
109	#smear messages & titles
110	smear_message_none = "No smearing is selected..."
111	smear_message_dqdata = "The dQ data is being used for smearing..."
112	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
113	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
114	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
115	smear_message_2d_x_title = "<dQp>[1/A]:"
116	smear_message_2d_y_title = "<dQs>[1/A]:"
117	smear_message_pinhole_min_title = "dQ_low[1/A]:"
118	smear_message_pinhole_max_title = "dQ_high[1/A]:"
119	smear_message_slit_height_title = "Slit height[1/A]:"
120	smear_message_slit_width_title = "Slit width[1/A]:"
121
122	self._get_smear_info()
123
124	#Sizers
125	box_description_range = wx.StaticBox(self, -1,str(title))
126	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
127	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
128	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
129	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
130	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
131	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
132	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
133	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
134	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
135	sizer_fit = wx.GridSizer(2, 4, 2, 6)
136
137	# combobox for smear2d accuracy selection
138	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
139	self._set_accuracy_list()
140	self.smear_accuracy.SetValue(self.smear2d_accuracy)
141	self.smear_accuracy.SetSelection(0)
142	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
143
144	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
145
146	#Fit button
147	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
148	self.default_bt_colour = self.btFit.GetDefaultAttributes()
149	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
150	self.btFit.SetToolTipString("Start fitting.")
151
152	#textcntrl for custom resolution
153	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
154	text_enter_callback = self.onPinholeSmear)
155	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
156	text_enter_callback = self.onPinholeSmear)
157	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
158	text_enter_callback = self.onSlitSmear)
159	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
160	text_enter_callback = self.onSlitSmear)
161
162	## smear
163	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
164	self.smear_data_left.SetValue(str(self.dq_l))
165	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
166	self.smear_data_right.SetValue(str(self.dq_r))
167
168	#set default values for smear
169	self.smear_pinhole_max.SetValue(str(self.dx_max))
170	self.smear_pinhole_min.SetValue(str(self.dx_min))
171	self.smear_slit_height.SetValue(str(self.dxl))
172	self.smear_slit_width.SetValue(str(self.dxw))
173
174	#Filling the sizer containing instruments smearing info.
175	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
176	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
177	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
178	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
179	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
180	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
181	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
182	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
183	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
184	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
185	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
186	self.disable_smearer.SetValue(True)
187
188	# add 4 types of smearing to the sizer
189	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
190	sizer_smearer.Add((10,10))
191	sizer_smearer.Add( self.enable_smearer)
192	sizer_smearer.Add((10,10))
193	sizer_smearer.Add( self.pinhole_smearer )
194	sizer_smearer.Add((10,10))
195	sizer_smearer.Add( self.slit_smearer )
196	sizer_smearer.Add((10,10))
197
198	# StaticText for chi2, N(for fitting), Npts
199	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
200	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
201	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
202	self.Npts_fit.SetToolTipString(\
203	" Npts : number of points selected for fitting")
204	self.Npts_total = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
205	style=wx.TE_PROCESS_ENTER,
206	text_enter_callback=self._onQrangeEnter)
207	self.Npts_total.SetValue(format_number(self.npts_x))
208	self.Npts_total.SetToolTipString(\
209	" Total Npts : total number of data points")
210
211	# Update and Draw button
212	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
213	self.draw_button.Bind(wx.EVT_BUTTON, \
214	self._onDraw,id= self.draw_button.GetId())
215	self.draw_button.SetToolTipString("Compute and Draw.")
216
217	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
218	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
219	box_description_3= wx.StaticText(self, -1,'Total Npts')
220	box_description_3.SetToolTipString( \
221	" Total Npts : total number of data points")
222	#box_description_4= wx.StaticText(self, -1,' ')
223
224
225	sizer_fit.Add(box_description_1,0,0)
226	sizer_fit.Add(box_description_2,0,0)
227	sizer_fit.Add(box_description_3,0,0)
228	sizer_fit.Add(self.draw_button,0,0)
229	sizer_fit.Add(self.tcChi,0,0)
230	sizer_fit.Add(self.Npts_fit ,0,0)
231	sizer_fit.Add(self.Npts_total,0,0)
232	sizer_fit.Add(self.btFit,0,0)
233
234	# StaticText for smear
235	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
236	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
237	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
238	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
239	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
240	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
241	self.smear_description_smear_type.SetValue(str(self.dq_l))
242	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
243	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
244	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
245	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
246	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
247	self.smear_description_2d_x.SetToolTipString(" dQp(parallel) in q_r direction.")
248	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
249	self.smear_description_2d_y.SetToolTipString(" dQs(perpendicular) in q_phi direction.")
250	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
251	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
252	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
253	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
254
255	#arrange sizers
256	#boxsizer1.Add( self.tcChi )
257	self.sizer_set_smearer.Add(sizer_smearer )
258	self.sizer_set_smearer.Add((10,10))
259	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
260	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
261	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
262	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
263	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
264	self.sizer_new_smear.Add( self.smear_accuracy )
265	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
266	self.sizer_new_smear.Add((15,-1))
267	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
268	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
269	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
270
271	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
272	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
273	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
274	self.sizer_new_smear.Add((20,-1))
275	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
276	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
277	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
278
279	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
280	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
281	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
282
283	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
284	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
285	self.sizer_set_smearer.Add((5,2))
286	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
287
288	# add all to chi2 sizer
289	sizer_smearer_box.Add(self.sizer_set_smearer)
290	sizer_chi2.Add(sizer_smearer_box)
291	sizer_chi2.Add((-1,5))
292
293	# hide all smear messages and textctrl
294	self._hide_all_smear_info()
295
296	# get smear_selection
297	self.current_smearer= smear_selection( self.data, self.model )
298
299	# Show only the relevant smear messages, etc
300	if self.current_smearer == None:
301	if not is_2Ddata:
302	self.smear_description_none.Show(True)
303	self.enable_smearer.Disable()
304	else:
305	self.smear_description_none.Show(True)
306	#self.smear_description_2d.Show(True)
307	#self.pinhole_smearer.Disable()
308	self.slit_smearer.Disable()
309	#self.enable_smearer.Disable()
310	if self.data == None:
311	self.slit_smearer.Disable()
312	self.pinhole_smearer.Disable()
313	self.enable_smearer.Disable()
314	else: self._show_smear_sizer()
315	boxsizer_range.Add(self.sizer_set_masking)
316	#2D data? default
317	is_2Ddata = False
318
319	#check if it is 2D data
320	if self.data.__class__.__name__ == "Data2D" or \
321	self.enable2D:
322	is_2Ddata = True
323
324	self.sizer5.Clear(True)
325
326	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
327	style=wx.TE_PROCESS_ENTER,
328	text_enter_callback = self._onQrangeEnter)
329	self.qmin.SetValue(str(self.qmin_x))
330	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
331
332	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
333	style=wx.TE_PROCESS_ENTER,
334	text_enter_callback=self._onQrangeEnter)
335	self.qmax.SetValue(str(self.qmax_x))
336	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
337	"""
338	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
339	style=wx.TE_PROCESS_ENTER,
340	text_enter_callback=self._onQrangeEnter)
341	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
342	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
343	"""
344	id = wx.NewId()
345	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
346
347	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
348	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
349
350	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
351	sizer= wx.GridSizer(2, 4, 2, 6)
352
353	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
354	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
355	self.btEditMask.SetToolTipString("Edit Mask.")
356	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
357
358	sizer.Add(wx.StaticText(self, -1, 'Q range'))
359	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
360	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
361	sizer.Add(self.EditMask_title)
362	#sizer.Add(wx.StaticText(self, -1, ''))
363	sizer.Add(self.reset_qrange)
364	sizer.Add(self.qmin)
365	sizer.Add(self.qmax)
366	#sizer.Add(self.theory_npts_tcrtl)
367	sizer.Add(self.btEditMask)
368	boxsizer_range.Add(sizer_chi2)
369	boxsizer_range.Add((10,10))
370	boxsizer_range.Add(sizer)
371
372	boxsizer_range.Add((10,15))
373	boxsizer_range.Add(sizer_fit)
374	if is_2Ddata:
375	self.btEditMask.Enable()
376	self.EditMask_title.Enable()
377	else:
378	self.btEditMask.Disable()
379	self.EditMask_title.Disable()
380	## save state
381	self.save_current_state()
382	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
383	self.sizer5.Layout()
384
385	def _fill_datainfo_sizer(self):
386	"""
387	fill sizer 0 with data info
388	"""
389	## no loaded data , don't fill the sizer
390	if self.data is None:
391	data_min = ""
392	data_max = ""
393	data_name = ""
394	else:
395	data_name = self.data.name
396	#set maximum range for x in linear scale
397	if not hasattr(self.data,"data"): #Display only for 1D data fit
398	# Minimum value of data
399	data_min = min(self.data.x)
400	# Maximum value of data
401	data_max = max(self.data.x)
402	else:
403	## Minimum value of data
404	data_min = 0
405	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
406	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
407	## Maximum value of data
408	data_max = math.sqrt(xx + yy)
409	## set q range to plot
410	self.qmin_x = data_min
411	self.qmax_x = data_max
412	box_description= wx.StaticBox(self, -1, 'Data')
413	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
414	#----------------------------------------------------------
415	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
416	#Filling the sizer containing data related fields
417	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
418	self.dataSource = BGTextCtrl(self, -1)
419	self.dataSource.SetValue(str(data_name))
420	#self.dataSource.SetEditable(False)
421	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
422	sizer_data.Add(wx.StaticText(self, -1, 'Source Name : '))
423	sizer_data.Add(self.dataSource )
424	sizer_data.Add( (0,5) )
425
426	#---------sizer 2 draw--------------------------------
427	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
428	style=wx.ALIGN_LEFT)
429	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
430	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
431	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
432	self.minimum_q.SetValue(str(data_min))
433	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
434	self.maximum_q.SetValue(str(data_max))
435	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
436	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
437	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
438	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
439	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
440	boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
441	#------------------------------------------------------------
442	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
443	self.sizer0.Layout()
444
445	def _fill_model_sizer(self, sizer):
446	"""
447	fill sizer containing model info
448	"""
449	##Add model function Details button in fitpanel.
450	##The following 3 lines are for Mac. Let JHC know before modifying...
451	title = "Model"
452	box_description= wx.StaticBox(self, -1,str(title))
453	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
454
455	id = wx.NewId()
456	self.model_help =wx.Button(self,id,'Details', size=(80,23))
457	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
458	self.model_help.SetToolTipString("Model Function Help")
459	id = wx.NewId()
460	self.model_view = wx.Button(self, id,"Switch to 2D", size=(80, 23))
461	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
462	hint = "toggle view of model from 1D to 2D or 2D from 1D"
463	self.model_view.SetToolTipString(hint)
464
465	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
466	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
467	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
468	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
469
470	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
471	id= self.shape_rbutton.GetId())
472	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
473	id= self.shape_indep_rbutton.GetId())
474	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
475	id= self.struct_rbutton.GetId())
476	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
477	id= self.plugin_rbutton.GetId())
478	#MAC needs SetValue
479	self.shape_rbutton.SetValue(True)
480
481	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
482	sizer_radiobutton.Add(self.shape_rbutton)
483	sizer_radiobutton.Add(self.shape_indep_rbutton)
484	#sizer_radiobutton.Add((5, 5))
485	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
486	sizer_radiobutton.Add(self.plugin_rbutton)
487	sizer_radiobutton.Add(self.struct_rbutton)
488	#sizer_radiobutton.Add((5, 5))
489	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
490
491	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
492	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
493
494	self.text1 = wx.StaticText(self,-1,"" )
495	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
496	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
497	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
498	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
499	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
500
501	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
502	if self.model!= None:
503	self.formfactorbox.SetValue(self.model.name)
504	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
505	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
506	self.initialize_combox()
507	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
508
509	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
510	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
511	## check model type to show sizer
512	if self.model !=None:
513	self._set_model_sizer_selection(self.model)
514
515	sizer_selection.Add(self.text1)
516	sizer_selection.Add((5, 5))
517	sizer_selection.Add(self.formfactorbox)
518	sizer_selection.Add((5, 5))
519	sizer_selection.Add(self.text2)
520	sizer_selection.Add((5, 5))
521	sizer_selection.Add(self.structurebox)
522
523	mutifactor_selection.Add((10,5))
524	mutifactor_selection.Add(self.mutifactor_text)
525	mutifactor_selection.Add(self.multifactorbox)
526	mutifactor_selection.Add((5, 5))
527	mutifactor_selection.Add(self.mutifactor_text1)
528	mutifactor_selection.Add((10, 5))
529	mutifactor_selection.Add(self.show_sld_button)
530
531
532	boxsizer1.Add(sizer_radiobutton)
533	boxsizer1.Add((10, 10))
534	boxsizer1.Add(sizer_selection)
535	boxsizer1.Add((10, 10))
536	boxsizer1.Add(mutifactor_selection)
537
538	self._set_multfactor_combobox()
539	self.multifactorbox.SetSelection(1)
540	self.show_sld_button.Hide()
541	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
542	sizer.Layout()
543
544	def _set_sizer_dispersion(self):
545	"""
546	draw sizer with gaussian dispersity parameters
547	"""
548	self.fittable_param=[]
549	self.fixed_param=[]
550	self.orientation_params_disp=[]
551
552	self.sizer4_4.Clear(True)
553	if self.model==None:
554	##no model is selected
555	return
556	if not self.enable_disp.GetValue():
557	## the user didn't select dispersity display
558	return
559
560	self._reset_dispersity()
561
562	## fill a sizer with the combobox to select dispersion type
563	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
564	model_disp = wx.StaticText(self, -1, 'Function')
565
566	import sans.models.dispersion_models
567	self.polydisp= sans.models.dispersion_models.models
568
569	ix = 0
570	iy = 0
571	disp = wx.StaticText(self, -1, ' ')
572	self.sizer4_4.Add(disp,( iy, ix),(1,1),
573	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
574	ix += 1
575	values = wx.StaticText(self, -1, 'PD[ratio]')
576	polytext = "Polydispersity (= STD/mean); "
577	polytext += "the standard deviation over the mean value."
578	values.SetToolTipString(polytext)
579
580	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
581	0)
582	ix +=2
583	self.text_disp_1 = wx.StaticText(self, -1, '')
584	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
585	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
586
587
588	ix +=1
589	self.text_disp_min = wx.StaticText(self, -1, 'Min')
590	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
591	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
592
593	ix +=1
594	self.text_disp_max = wx.StaticText(self, -1, 'Max')
595	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
596	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
597
598	ix += 1
599	npts = wx.StaticText(self, -1, 'Npts')
600	npts.SetToolTipString("Number of sampling points for the numerical\n\
601	integration over the distribution function.")
602	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
603	ix += 1
604	nsigmas = wx.StaticText(self, -1, 'Nsigs')
605	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
606	of the distribution function will be used for weighting. \n\
607	The value '3' covers 99.5% for Gaussian distribution \n\
608	function. Note: Not recommended to change this value.")
609	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
610	0)
611	ix +=1
612	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
613	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
614
615	if self.engine_type=="park":
616	self.text_disp_max.Show(True)
617	self.text_disp_min.Show(True)
618
619	for item in self.model.dispersion.keys():
620	if not item in self.model.orientation_params:
621	if not self.disp_cb_dict.has_key(item):
622	self.disp_cb_dict[item]= None
623	name0="Distribution of " + item
624	name1=item+".width"
625	name2=item+".npts"
626	name3=item+".nsigmas"
627	if not self.model.details.has_key(name1):
628	self.model.details [name1] = ["",None,None]
629
630	iy += 1
631	for p in self.model.dispersion[item].keys():
632
633	if p=="width":
634	ix = 0
635	cb = wx.CheckBox(self, -1, name0, (10, 10))
636	cb.SetToolTipString("Check mark to fit")
637	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
638	self.sizer4_4.Add( cb,( iy, ix),(1,1),
639	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
640	5)
641	ix = 1
642	value= self.model.getParam(name1)
643	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
644	,style=wx.TE_PROCESS_ENTER)
645	ctl1.SetLabel('PD[ratio]')
646	poly_text = "Polydispersity (STD/mean) of %s\n" % item
647	poly_text += "STD: the standard deviation"
648	poly_text += " from the mean value."
649	ctl1.SetToolTipString(poly_text)
650	ctl1.SetValue(str (format_number(value, True)))
651	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
652	## text to show error sign
653	ix = 2
654	text2=wx.StaticText(self, -1, '+/-')
655	self.sizer4_4.Add(text2,(iy, ix),(1,1),
656	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
657	text2.Hide()
658
659	ix = 3
660	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
661	style=0)
662
663	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
664	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
665
666	ctl2.Hide()
667
668	ix = 4
669	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
670	20), style=wx.TE_PROCESS_ENTER,
671	text_enter_callback = self._onparamRangeEnter)
672
673	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
674	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
675
676
677	ix = 5
678	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
679	20), style=wx.TE_PROCESS_ENTER,
680	text_enter_callback = self._onparamRangeEnter)
681
682	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
683	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
684
685
686	if self.engine_type=="park":
687	ctl3.Show(True)
688	ctl4.Show(True)
689
690	elif p=="npts":
691	ix = 6
692	value= self.model.getParam(name2)
693	Tctl = self.ModelTextCtrl(self, -1,
694	size=(_BOX_WIDTH/2.2,20),
695	style=wx.TE_PROCESS_ENTER)
696
697	Tctl.SetValue(str (format_number(value)))
698	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
699	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
700	self.fixed_param.append([None,name2, Tctl,None,None,
701	None, None,None])
702	elif p=="nsigmas":
703	ix = 7
704	value= self.model.getParam(name3)
705	Tct2 = self.ModelTextCtrl(self, -1,
706	size=(_BOX_WIDTH/2.2,20),
707	style=wx.TE_PROCESS_ENTER)
708
709	Tct2.SetValue(str (format_number(value)))
710	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
711	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
712	#ix +=1
713	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
714	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
715
716	self.fixed_param.append([None, name3, Tct2,
717	None, None, None,
718	None, None])
719
720
721	ix = 8
722	disp_box = wx.ComboBox(self, -1,size=(65,-1),
723	style=wx.CB_READONLY, name = '%s'% name1)
724	for key, value in self.polydisp.iteritems():
725	name_disp = str(key)
726	disp_box.Append(name_disp,value)
727	disp_box.SetStringSelection("gaussian")
728	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
729	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
730	self.fittable_param.append([cb,name1,ctl1,text2,
731	ctl2, ctl3, ctl4, disp_box])
732
733	ix =0
734	iy +=1
735	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
736	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
737	first_orient = True
738	for item in self.model.dispersion.keys():
739	if item in self.model.orientation_params:
740	if not self.disp_cb_dict.has_key(item):
741	self.disp_cb_dict[item]= None
742	name0="Distribution of " + item
743	name1=item+".width"
744	name2=item+".npts"
745	name3=item+".nsigmas"
746
747	if not self.model.details.has_key(name1):
748	self.model.details [name1] = ["",None,None]
749
750
751	iy += 1
752	for p in self.model.dispersion[item].keys():
753
754	if p=="width":
755	ix = 0
756	cb = wx.CheckBox(self, -1, name0, (10, 10))
757	cb.SetToolTipString("Check mark to fit")
758	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
759	self.sizer4_4.Add( cb,( iy, ix),(1,1),
760	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
761	5)
762	if self.data.__class__.__name__ == "Data2D" or \
763	self.enable2D:
764	cb.Show(True)
765	elif cb.IsShown():
766	cb.Hide()
767	ix = 1
768	value= self.model.getParam(name1)
769	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
770	20),style=wx.TE_PROCESS_ENTER)
771	poly_tip = "Absolute Sigma for %s." % item
772	ctl1.SetToolTipString(poly_tip)
773	ctl1.SetValue(str (format_number(value, True)))
774	if self.data.__class__.__name__ == "Data2D" or \
775	self.enable2D:
776	if first_orient:
777	values.SetLabel('PD[ratio], Sig[deg]')
778	poly_text = "PD(polydispersity for lengths):\n"
779	poly_text += "It should be a value between"
780	poly_text += "0 and 1\n"
781	poly_text += "Sigma for angles: \n"
782	poly_text += "It is the STD (ratio*mean)"
783	poly_text += " of the distribution.\n "
784
785	values.SetToolTipString(poly_text)
786	first_orient = False
787	ctl1.Show(True)
788	elif ctl1.IsShown():
789	ctl1.Hide()
790
791	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
792	## text to show error sign
793	ix = 2
794	text2=wx.StaticText(self, -1, '+/-')
795	self.sizer4_4.Add(text2,(iy, ix),(1,1),
796	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
797	text2.Hide()
798
799	ix = 3
800	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
801	style=0)
802
803	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
804	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
805	ctl2.Hide()
806
807	ix = 4
808	ctl3 = self.ModelTextCtrl(self, -1,
809	size=(_BOX_WIDTH/2,20),
810	style=wx.TE_PROCESS_ENTER,
811	text_enter_callback = self._onparamRangeEnter)
812
813	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
814	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
815
816	ctl3.Hide()
817
818	ix = 5
819	ctl4 = self.ModelTextCtrl(self, -1,
820	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
821	text_enter_callback = self._onparamRangeEnter)
822	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
823	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
824	ctl4.Hide()
825
826	if self.data.__class__.__name__ == "Data2D" or \
827	self.enable2D:
828	ctl3.Show(True)
829	ctl4.Show(True)
830
831	elif p=="npts":
832	ix = 6
833	value= self.model.getParam(name2)
834	Tctl = self.ModelTextCtrl(self, -1,
835	size=(_BOX_WIDTH/2.2, 20),
836	style=wx.TE_PROCESS_ENTER)
837
838	Tctl.SetValue(str (format_number(value)))
839	if self.data.__class__.__name__ == "Data2D" or \
840	self.enable2D:
841	Tctl.Show(True)
842	else:
843	Tctl.Hide()
844	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
845	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
846	self.fixed_param.append([None,name2, Tctl,None,None,
847	None, None,None])
848	self.orientation_params_disp.append([None,name2,
849	Tctl,None,None,
850	None, None,None])
851	elif p=="nsigmas":
852	ix = 7
853	value= self.model.getParam(name3)
854	Tct2 = self.ModelTextCtrl(self, -1,
855	size=(_BOX_WIDTH/2.2,20),
856	style=wx.TE_PROCESS_ENTER)
857
858	Tct2.SetValue(str (format_number(value)))
859	if self.data.__class__.__name__ == "Data2D" or \
860	self.enable2D:
861	Tct2.Show(True)
862	else:
863	Tct2.Hide()
864	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
865	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
866
867
868	self.fixed_param.append([None,name3, Tct2
869	,None,None, None, None,None])
870
871	self.orientation_params_disp.append([None,name3,
872	Tct2 ,None,None, None, None,None])
873
874
875	ix = 8
876	disp_box = wx.ComboBox(self, -1,size=(65,-1),
877	style=wx.CB_READONLY, name = '%s'% name1)
878	for key, value in self.polydisp.iteritems():
879	name_disp = str(key)
880	disp_box.Append(name_disp,value)
881	disp_box.SetStringSelection("gaussian")
882	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
883	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
884	self.fittable_param.append([cb,name1,ctl1,text2,
885	ctl2, ctl3, ctl4, disp_box])
886	self.orientation_params_disp.append([cb,name1,ctl1,
887	text2, ctl2, ctl3, ctl4, disp_box])
888
889	if self.data.__class__.__name__ == "Data2D" or \
890	self.enable2D:
891	disp_box.Show(True)
892	else:
893	disp_box.Hide()
894
895
896	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
897
898	self.state.model = self.model.clone()
899	## save state into
900	self.state.cb1 = self.cb1.GetValue()
901	self._copy_parameters_state(self.parameters, self.state.parameters)
902	self._copy_parameters_state(self.orientation_params_disp,
903	self.state.orientation_params_disp)
904	self._copy_parameters_state(self.fittable_param,
905	self.state.fittable_param)
906	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
907
908
909	wx.PostEvent(self.parent, StatusEvent(status=\
910	" Selected Distribution: Gaussian"))
911	#Fill the list of fittable parameters
912	self.select_all_param(event=None)
913
914	self.Layout()
915
916
917	def _onDraw(self, event):
918	"""
919	Update and Draw the model
920	"""
921	if self.model ==None:
922	msg="Please select a Model first..."
923	wx.MessageBox(msg, 'Info')
924
925	return
926	flag = self._update_paramv_on_fit()
927	self._onparamEnter_helper()
928	if not flag:
929	msg= "The parameters are invalid"
930	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
931	return
932
933
934	def _onFit(self, event):
935	"""
936	Allow to fit
937	"""
938	if self.data is None:
939	msg = "Please get Data first..."
940	wx.MessageBox(msg, 'Info')
941	wx.PostEvent(self._manager.parent, StatusEvent(status=\
942	"Fit: %s" % msg))
943	return
944	if self.model is None:
945	msg = "Please select a Model first..."
946	wx.MessageBox(msg, 'Info')
947	wx.PostEvent(self._manager.parent, StatusEvent(status=\
948	"Fit: %s"%msg, type="stop"))
949	return
950
951	if len(self.param_toFit) <= 0:
952	msg= "Select at least one parameter to fit"
953	wx.MessageBox(msg, 'Info')
954	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
955	type="stop" ))
956	return
957
958	flag = self._update_paramv_on_fit()
959
960	if not flag:
961	msg= "Fitting range or parameters are invalid"
962	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
963	type="stop"))
964	return
965
966	self.select_param(event =None)
967
968	#Clear errors if exist from previous fitting
969	#self._clear_Err_on_Fit()
970
971	# Remove or do not allow fitting on the Q=0 point, especially
972	# when y(q=0)=None at x[0].
973	self.qmin_x = float(self.qmin.GetValue())
974	self.qmax_x = float( self.qmax.GetValue())
975	self._manager._reset_schedule_problem(value=0)
976	self._manager.schedule_for_fit(uid=self.uid,value=1, fitproblem =None)
977	self._manager.set_fit_range(uid=self.uid,qmin= self.qmin_x,
978	qmax= self.qmax_x)
979
980	#single fit
981	self._manager.onFit()
982	self.btFit.SetLabel("Stop")
983	self.bind_fit_button()
984
985
986	def bind_fit_button(self):
987	"""
988	bind the fit button to either fit handler or stop fit handler
989	"""
990	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
991	if self.btFit.GetLabel().lower() == "stop":
992	self.fit_started = True
993	self.btFit.SetForegroundColour('red')
994	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
995	id=self.btFit.GetId())
996	elif self.btFit.GetLabel().lower() == "fit":
997	self.fit_started = False
998	self.btFit.SetDefault()
999	self.btFit.SetForegroundColour('black')
1000	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1001	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1002	id=self.btFit.GetId())
1003	else:
1004	msg = "FitPage: fit button has unknown label"
1005	raise ValuerError, msg
1006	self._manager._reset_schedule_problem(value=0)
1007
1008	def is_fitting(self):
1009	if self.fit_started:
1010	self._StopFit(event=None)
1011
1012	def _StopFit(self, event=None):
1013	"""
1014	Stop fit
1015	"""
1016	#if self.engine_type=="scipy":
1017	self._manager.stop_fit(self.uid)
1018	self._manager._reset_schedule_problem(value=0)
1019	self._on_fit_complete()
1020
1021	def _on_select_model(self, event=None):
1022	"""
1023	call back for model selection
1024	"""
1025
1026
1027	self._on_select_model_helper()
1028	self.set_model_param_sizer(self.model)
1029	if self.model is None:
1030	self._set_bookmark_flag(False)
1031	self._keep.Enable(False)
1032	self._set_save_flag(False)
1033	self.enable_disp.SetValue(False)
1034	self.disable_disp.SetValue(True)
1035	try:
1036	self.set_dispers_sizer()
1037	except:
1038	pass
1039	self.btFit.SetFocus()
1040	self.state.enable_disp = self.enable_disp.GetValue()
1041	self.state.disable_disp = self.disable_disp.GetValue()
1042	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1043	self.state.slit_smearer = self.slit_smearer.GetValue()
1044
1045	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1046	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1047
1048	if self.model != None:
1049	if self.data != None:
1050	self._set_bookmark_flag(True)
1051	self._keep.Enable(True)
1052	#self._set_save_flag(True)
1053	# Reset smearer, model and data
1054	self._set_smear(self.data)
1055	try:
1056	# update smearer sizer
1057	self.onSmear(None)
1058	temp_smear = None
1059	if self.enable_smearer.GetValue():
1060	# Set the smearer environments
1061	temp_smear = self.smearer
1062	except:
1063	raise
1064	## error occured on chisqr computation
1065	#pass
1066	## event to post model to fit to fitting plugins
1067	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1068
1069	## set smearing value whether or not
1070	# the data contain the smearing info
1071	evt = ModelEventbox(model=self.model,
1072	smearer=temp_smear,
1073	qmin=float(self.qmin_x),
1074	uid=self.uid,
1075	qmax=float(self.qmax_x))
1076
1077	self._manager._on_model_panel(evt=evt)
1078	self.state.model = self.model.clone()
1079	self.state.model.name = self.model.name
1080
1081	self._draw_model()
1082	if event != None:
1083	## post state to fit panel
1084	new_event = PageInfoEvent(page = self)
1085	wx.PostEvent(self.parent, new_event)
1086	#update list of plugins if new plugin is available
1087	if self.plugin_rbutton.GetValue():
1088	temp = self.parent.update_model_list()
1089	if temp:
1090	self.model_list_box = temp
1091	current_val = self.formfactorbox.GetValue()
1092	pos = self.formfactorbox.GetSelection()
1093	self._show_combox_helper()
1094	self.formfactorbox.SetSelection(pos)
1095	self.formfactorbox.SetValue(current_val)
1096	self._onDraw(event=None)
1097	self.SetupScrolling()
1098
1099
1100	def _onparamEnter(self,event):
1101	"""
1102	when enter value on panel redraw model according to changed
1103	"""
1104	if self.model ==None:
1105	msg="Please select a Model first..."
1106	wx.MessageBox(msg, 'Info')
1107	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1108	# "Parameters: %s"%msg))
1109	return
1110
1111	#default flag
1112	flag = False
1113	self.fitrange = True
1114	#get event object
1115	tcrtl = event.GetEventObject()
1116
1117	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1118	# updating ... ",type="update"))
1119	#Clear msg if previously shown.
1120	msg= ""
1121	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1122
1123	if check_float(tcrtl):
1124	flag = self._onparamEnter_helper()
1125	self.set_npts2fit()
1126	if self.fitrange:
1127	temp_smearer = None
1128	if not self.disable_smearer.GetValue():
1129	temp_smearer= self.current_smearer
1130	## set smearing value whether or not
1131	# the data contain the smearing info
1132	if self.slit_smearer.GetValue():
1133	flag1 = self.update_slit_smear()
1134	flag = flag or flag1
1135	elif self.pinhole_smearer.GetValue():
1136	flag1 = self.update_pinhole_smear()
1137	flag = flag or flag1
1138	elif self.data.__class__.__name__ != "Data2D" and \
1139	not self.enable2D:
1140	self._manager.set_smearer(smearer=temp_smearer,
1141	enable2D=self.enable2D,
1142	uid=self.uid,
1143	qmin= float(self.qmin_x),
1144	qmax= float(self.qmax_x),
1145	draw=True)
1146	if flag:
1147	#self.compute_chisqr(smearer= temp_smearer)
1148
1149	## new state posted
1150	if self.state_change:
1151	#self._undo.Enable(True)
1152	event = PageInfoEvent(page = self)
1153	wx.PostEvent(self.parent, event)
1154	self.state_change= False
1155	else:
1156	# invalid fit range: do nothing here:
1157	# msg already displayed in validate
1158	return
1159	else:
1160	self.save_current_state()
1161	msg= "Cannot Plot :Must enter a number!!! "
1162	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1163
1164	self.save_current_state()
1165	return
1166
1167	def _onparamRangeEnter(self, event):
1168	"""
1169	Check validity of value enter in the parameters range field
1170	"""
1171	#if self.check_invalid_panel():
1172	# return
1173	tcrtl= event.GetEventObject()
1174	#Clear msg if previously shown.
1175	msg= ""
1176	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1177	# Flag to register when a parameter has changed.
1178	is_modified = False
1179	if tcrtl.GetValue().lstrip().rstrip()!="":
1180	try:
1181	value = float(tcrtl.GetValue())
1182	tcrtl.SetBackgroundColour(wx.WHITE)
1183	self._check_value_enter(self.fittable_param ,is_modified)
1184	self._check_value_enter(self.parameters ,is_modified)
1185	except:
1186	tcrtl.SetBackgroundColour("pink")
1187	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1188	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1189	return
1190	else:
1191	tcrtl.SetBackgroundColour(wx.WHITE)
1192
1193	#self._undo.Enable(True)
1194	self.save_current_state()
1195	event = PageInfoEvent(page = self)
1196	wx.PostEvent(self.parent, event)
1197	self.state_change= False
1198
1199
1200	def _onQrangeEnter(self, event):
1201	"""
1202	Check validity of value enter in the Q range field
1203	"""
1204	#if self.check_invalid_panel():
1205	# return
1206	tcrtl= event.GetEventObject()
1207	#Clear msg if previously shown.
1208	msg= ""
1209	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1210	# Flag to register when a parameter has changed.
1211	is_modified = False
1212	if tcrtl.GetValue().lstrip().rstrip()!="":
1213	try:
1214	value = float(tcrtl.GetValue())
1215	tcrtl.SetBackgroundColour(wx.WHITE)
1216
1217	# If qmin and qmax have been modified, update qmin and qmax
1218	if self._validate_qrange( self.qmin, self.qmax):
1219	tempmin = float(self.qmin.GetValue())
1220	if tempmin != self.qmin_x:
1221	self.qmin_x = tempmin
1222	tempmax = float(self.qmax.GetValue())
1223	if tempmax != self.qmax_x:
1224	self.qmax_x = tempmax
1225	else:
1226	tcrtl.SetBackgroundColour("pink")
1227	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1228	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1229	return
1230
1231	except:
1232	tcrtl.SetBackgroundColour("pink")
1233	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1234	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1235	return
1236	#Check if # of points for theory model are valid(>0).
1237	# check for 2d
1238	if self.data is not None:
1239	if self.data.__class__.__name__ == "Data2D" or \
1240	self.enable2D:
1241	# set mask
1242	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1243	self.data.qy_data*self.data.qy_data )
1244	index_data = ((self.qmin_x <= radius)& \
1245	(radius<= self.qmax_x))
1246	index_data = (index_data)&(self.data.mask)
1247	index_data = (index_data)&(numpy.isfinite(self.data.data))
1248	if len(index_data[index_data]) < 10:
1249	msg = "Cannot Plot :No or too little npts in"
1250	msg += " that data range!!! "
1251	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1252	return
1253	else:
1254	self.data.mask = index_data
1255	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1256	self.set_npts2fit()
1257	else:
1258	index_data = ((self.qmin_x <= self.data.x)& \
1259	(self.data.x <= self.qmax_x))
1260	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1261	else:
1262	self.npts_x = self.Npts_total.GetValue()
1263	self._save_plotting_range()
1264
1265	else:
1266	tcrtl.SetBackgroundColour("pink")
1267	msg= "Model Error:wrong value entered!!!"
1268	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1269
1270	self._draw_model()
1271	##update chi2
1272	#self.compute_chisqr(smearer= temp_smearer)
1273	#self._undo.Enable(True)
1274	self.save_current_state()
1275	event = PageInfoEvent(page = self)
1276	wx.PostEvent(self.parent, event)
1277	self.state_change= False
1278	return
1279
1280	def _clear_Err_on_Fit(self):
1281	"""
1282	hide the error text control shown
1283	after fitting
1284	"""
1285
1286	if hasattr(self,"text2_3"):
1287	self.text2_3.Hide()
1288
1289	if len(self.parameters)>0:
1290	for item in self.parameters:
1291	#Skip t ifhe angle parameters if 1D data
1292	if self.data.__class__.__name__ != "Data2D" and \
1293	not self.enable2D:
1294	if item in self.orientation_params:
1295	continue
1296	if item in self.param_toFit:
1297	continue
1298	## hide statictext +/-
1299	if item[3]!=None and item[3].IsShown():
1300	item[3].Hide()
1301	## hide textcrtl for error after fit
1302	if item[4]!=None and item[4].IsShown():
1303	item[4].Hide()
1304
1305	if len(self.fittable_param)>0:
1306	for item in self.fittable_param:
1307	#Skip t ifhe angle parameters if 1D data
1308	if self.data.__class__.__name__ != "Data2D" and \
1309	not self.enable2D:
1310	if item in self.orientation_params:
1311	continue
1312	if item in self.param_toFit:
1313	continue
1314	## hide statictext +/-
1315	if item[3]!=None and item[3].IsShown():
1316	item[3].Hide()
1317	## hide textcrtl for error after fit
1318	if item[4]!=None and item[4].IsShown():
1319	item[4].Hide()
1320	return
1321
1322	def _get_defult_custom_smear(self):
1323	"""
1324	Get the defult values for custum smearing.
1325	"""
1326	# get the default values
1327	if self.dxl == None: self.dxl = 0.0
1328	if self.dxw == None: self.dxw = ""
1329	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1330	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1331
1332	def _get_smear_info(self):
1333	"""
1334	Get the smear info from data.
1335
1336	:return: self.smear_type, self.dq_l and self.dq_r,
1337	respectively the type of the smear, dq_min and
1338	dq_max for pinhole smear data
1339	while dxl and dxw for slit smear
1340
1341	"""
1342
1343	# default
1344	self.smear_type = None
1345	self.dq_l = None
1346	self.dq_r = None
1347	data = self.data
1348	if self.data is None:
1349	return
1350	elif self.data.__class__.__name__ == "Data2D" or \
1351	self.enable2D:
1352	if data.dqx_data == None or data.dqy_data ==None:
1353	return
1354	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1355	(data.dqx_data.any()!=0):
1356	self.smear_type = "Pinhole2d"
1357	self.dq_l = format_number(numpy.average(data.dqx_data))
1358	self.dq_r = format_number(numpy.average(data.dqy_data))
1359	return
1360	else:
1361	return
1362	# check if it is pinhole smear and get min max if it is.
1363	if data.dx != None and all(data.dx !=0):
1364	self.smear_type = "Pinhole"
1365	self.dq_l = data.dx[0]
1366	self.dq_r = data.dx[-1]
1367
1368	# check if it is slit smear and get min max if it is.
1369	elif data.dxl != None or data.dxw != None:
1370	self.smear_type = "Slit"
1371	if data.dxl != None and all(data.dxl !=0):
1372	self.dq_l = data.dxl[0]
1373	if data.dxw != None and all(data.dxw !=0):
1374	self.dq_r = data.dxw[0]
1375	#return self.smear_type,self.dq_l,self.dq_r
1376
1377	def _show_smear_sizer(self):
1378	"""
1379	Show only the sizers depending on smear selection
1380	"""
1381	# smear disabled
1382	if self.disable_smearer.GetValue():
1383	self.smear_description_none.Show(True)
1384	# 2Dsmear
1385	elif self._is_2D():
1386	self.smear_description_accuracy_type.Show(True)
1387	self.smear_accuracy.Show(True)
1388	self.smear_description_accuracy_type.Show(True)
1389	self.smear_description_2d.Show(True)
1390	self.smear_description_2d_x.Show(True)
1391	self.smear_description_2d_y.Show(True)
1392	if self.pinhole_smearer.GetValue():
1393	self.smear_pinhole_min.Show(True)
1394	self.smear_pinhole_max.Show(True)
1395	# smear from data
1396	elif self.enable_smearer.GetValue():
1397
1398	self.smear_description_dqdata.Show(True)
1399	if self.smear_type != None:
1400	self.smear_description_smear_type.Show(True)
1401	if self.smear_type == 'Slit':
1402	self.smear_description_slit_height.Show(True)
1403	self.smear_description_slit_width.Show(True)
1404	elif self.smear_type == 'Pinhole':
1405	self.smear_description_pin_min.Show(True)
1406	self.smear_description_pin_max.Show(True)
1407	self.smear_description_smear_type.Show(True)
1408	self.smear_description_type.Show(True)
1409	self.smear_data_left.Show(True)
1410	self.smear_data_right.Show(True)
1411	# custom pinhole smear
1412	elif self.pinhole_smearer.GetValue():
1413	if self.smear_type == 'Pinhole':
1414	self.smear_message_new_p.Show(True)
1415	self.smear_description_pin_min.Show(True)
1416	self.smear_description_pin_max.Show(True)
1417
1418	self.smear_pinhole_min.Show(True)
1419	self.smear_pinhole_max.Show(True)
1420	# custom slit smear
1421	elif self.slit_smearer.GetValue():
1422	self.smear_message_new_s.Show(True)
1423	self.smear_description_slit_height.Show(True)
1424	self.smear_slit_height.Show(True)
1425	self.smear_description_slit_width.Show(True)
1426	self.smear_slit_width.Show(True)
1427
1428	def _hide_all_smear_info(self):
1429	"""
1430	Hide all smearing messages in the set_smearer sizer
1431	"""
1432	self.smear_description_none.Hide()
1433	self.smear_description_dqdata.Hide()
1434	self.smear_description_type.Hide()
1435	self.smear_description_smear_type.Hide()
1436	self.smear_description_accuracy_type.Hide()
1437	self.smear_description_2d_x.Hide()
1438	self.smear_description_2d_y.Hide()
1439	self.smear_description_2d.Hide()
1440
1441	self.smear_accuracy.Hide()
1442	self.smear_data_left.Hide()
1443	self.smear_data_right.Hide()
1444	self.smear_description_pin_min.Hide()
1445	self.smear_pinhole_min.Hide()
1446	self.smear_description_pin_max.Hide()
1447	self.smear_pinhole_max.Hide()
1448	self.smear_description_slit_height.Hide()
1449	self.smear_slit_height.Hide()
1450	self.smear_description_slit_width.Hide()
1451	self.smear_slit_width.Hide()
1452	self.smear_message_new_p.Hide()
1453	self.smear_message_new_s.Hide()
1454
1455	def _set_accuracy_list(self):
1456	"""
1457	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1458	"""
1459	# list of accuracy choices
1460	list = ['Low','Med','High','Xhigh']
1461	for idx in range(len(list)):
1462	self.smear_accuracy.Append(list[idx],idx)
1463
1464	def _set_fun_box_list(self,fun_box):
1465	"""
1466	Set the list of func for multifunctional models
1467	"""
1468	# Check if it is multi_functional model
1469	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1470	return None
1471	# Get the func name list
1472	list = self.model.fun_list
1473	if len(list) == 0:
1474	return None
1475	# build function (combo)box
1476	ind = 0
1477	while(ind < len(list)):
1478	for key, val in list.iteritems():
1479	if (val == ind):
1480	fun_box.Append(key,val)
1481	break
1482	ind += 1
1483
1484	def _on_select_accuracy(self,event):
1485	"""
1486	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1487	"""
1488	#event.Skip()
1489	# Check if the accuracy is same as before
1490	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1491	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1492	if self.pinhole_smearer.GetValue():
1493	self.onPinholeSmear(event=None)
1494	else:
1495	self.onSmear(event=None)
1496	if self.current_smearer != None:
1497	self.current_smearer.set_accuracy(accuracy =
1498	self.smear2d_accuracy)
1499	event.Skip()
1500
1501	def _on_fun_box(self,event):
1502	"""
1503	Select an func: Erf,Rparabola,LParabola
1504	"""
1505	fun_val = None
1506	fun_box = event.GetEventObject()
1507	name = fun_box.Name
1508	value = fun_box.GetValue()
1509	if self.model.fun_list.has_key(value):
1510	fun_val = self.model.fun_list[value]
1511
1512	self.model.setParam(name,fun_val)
1513	# save state
1514	self._copy_parameters_state(self.str_parameters,
1515	self.state.str_parameters)
1516	# update params
1517	self._update_paramv_on_fit()
1518	# draw
1519	self._draw_model()
1520	self.Refresh()
1521	# get ready for new event
1522	event.Skip()
1523
1524	def _onMask(self, event):
1525	"""
1526	Build a panel to allow to edit Mask
1527	"""
1528
1529	from sans.guiframe.local_perspectives.plotting.masking \
1530	import MaskPanel as MaskDialog
1531
1532	self.panel = MaskDialog(self, data=self.data,id =-1 )
1533	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1534	self.panel.ShowModal()
1535	#wx.PostEvent(self.parent, event)
1536
1537	def _draw_masked_model(self,event):
1538	"""
1539	Draw model image w/mask
1540	"""
1541	event.Skip()
1542
1543	is_valid_qrange = self._update_paramv_on_fit()
1544
1545	if is_valid_qrange:
1546	# try re draw the model plot if it exists
1547	self._draw_model()
1548	self.panel.Destroy() # frame
1549	self.set_npts2fit()
1550	elif self.model == None:
1551	self.panel.Destroy()
1552	self.set_npts2fit()
1553	msg= "No model is found on updating MASK in the model plot... "
1554	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1555	else:
1556	msg = ' Please consider your Q range, too.'
1557	self.panel.ShowMessage(msg)
1558
1559	def _set_smear(self, data):
1560	"""
1561	"""
1562	if data is None:
1563	return
1564	self.smearer = smear_selection(data, self.model)
1565	self.disable_smearer.SetValue(True)
1566	if self.smearer == None:
1567	self.enable_smearer.Disable()
1568	else:
1569	self.enable_smearer.Enable()
1570
1571	def get_view_mode(self):
1572	"""
1573	return True if the panel allow 2D or False if 1D
1574	"""
1575	return self.enable2D
1576
1577	def set_data(self, data):
1578	"""
1579	reset the current data
1580	"""
1581	flag = False
1582	if self.data is None and data is not None:
1583	self.window_name = str(data.name)
1584	## Title to appear on top of the window
1585	self.window_caption = str(data.name)
1586	flag = True
1587	self.data = data
1588	if self.data is None:
1589	data_min = ""
1590	data_max = ""
1591	data_name = ""
1592	self._set_bookmark_flag(False)
1593	self._keep.Enable(False)
1594	self._set_save_flag(False)
1595	else:
1596	if self.model != None:
1597	self._set_bookmark_flag(True)
1598	self._keep.Enable(True)
1599	self._set_save_flag(True)
1600	self._set_preview_flag(True)
1601
1602	self._set_smear(data)
1603	# more disables for 2D
1604	if self.data.__class__.__name__ == "Data2D" or \
1605	self.enable2D:
1606	self.slit_smearer.Disable()
1607	self.pinhole_smearer.Enable(True)
1608	self.default_mask = copy.deepcopy(self.data.mask)
1609	else:
1610	self.slit_smearer.Enable(True)
1611	self.pinhole_smearer.Enable(True)
1612
1613	self.formfactorbox.Enable()
1614	self.structurebox.Enable()
1615	data_name = self.data.name
1616	#set maximum range for x in linear scale
1617	if not hasattr(self.data,"data"): #Display only for 1D data fit
1618	# Minimum value of data
1619	data_min = min(self.data.x)
1620	# Maximum value of data
1621	data_max = max(self.data.x)
1622	#number of total data points
1623	self.Npts_total.SetValue(str(len(self.data.x)))
1624	#default:number of data points selected to fit
1625	self.Npts_fit.SetValue(str(len(self.data.x)))
1626	self.btEditMask.Disable()
1627	self.EditMask_title.Disable()
1628	else:
1629
1630	## Minimum value of data
1631	data_min = 0
1632	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1633	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1634	## Maximum value of data
1635	data_max = math.sqrt(xx + yy)
1636	#number of total data points
1637	self.Npts_total.SetValue(str(len(self.data.data)))
1638	#default:number of data points selected to fit
1639	self.Npts_fit.SetValue(str(len(self.data.data)))
1640	self.btEditMask.Enable()
1641	self.EditMask_title.Enable()
1642	self.Npts_total.SetEditable(False)
1643	self.Npts_total.SetBackgroundColour(\
1644	self.GetParent().GetBackgroundColour())
1645
1646	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1647	#self.Npts_total.Disable()
1648	self.dataSource.SetValue(data_name)
1649	self.qmin_x = data_min
1650	self.qmax_x = data_max
1651	self.minimum_q.SetValue(str(data_min))
1652	self.maximum_q.SetValue(str(data_max))
1653	self.qmin.SetValue(str(data_min))
1654	self.qmax.SetValue(str(data_max))
1655	self.qmin.SetBackgroundColour("white")
1656	self.qmax.SetBackgroundColour("white")
1657	self.state.data = data
1658	self.state.qmin = self.qmin_x
1659	self.state.qmax = self.qmax_x
1660
1661	#update model plot with new data information
1662	if flag:
1663	#set model view button
1664	if self.data.__class__.__name__ == "Data2D":
1665	self.enable2D = True
1666	self.model_view.SetLabel("2D Mode")
1667	else:
1668	self.enable2D = False
1669	self.model_view.SetLabel("1D Mode")
1670
1671	self.model_view.Disable()
1672	self._draw_model()
1673
1674	def _npts_click(self, event):
1675	"""
1676	Prevent further handling of the mouse event on Npts_total
1677	by not calling Skip().
1678	"""
1679	pass
1680
1681	def reset_page(self, state,first=False):
1682	"""
1683	reset the state
1684	"""
1685	self.reset_page_helper(state)
1686	#import sans.guiframe.gui_manager
1687	#evt = ModelEventbox(model=state.model)
1688	#wx.PostEvent(self.event_owner, evt)
1689
1690	if self.engine_type != None:
1691	self._manager._on_change_engine(engine=self.engine_type)
1692
1693	self.select_param(event = None)
1694	#Save state_fit
1695	self.save_current_state_fit()
1696	self._lay_out()
1697	self.Refresh()
1698
1699	def get_range(self):
1700	"""
1701	return the fitting range
1702	"""
1703	return float(self.qmin_x) , float(self.qmax_x)
1704
1705	def get_npts2fit(self):
1706	"""
1707	return numbers of data points within qrange
1708
1709	:Note: This is for Park where chi2 is not normalized by Npts of fit
1710
1711	"""
1712	if self.data is None:
1713	return
1714	npts2fit = 0
1715	qmin,qmax = self.get_range()
1716	if self.data.__class__.__name__ == "Data2D" or \
1717	self.enable2D:
1718	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1719	self.data.qy_data*self.data.qy_data )
1720	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1721	index_data= (index_data)&(self.data.mask)
1722	index_data = (index_data)&(numpy.isfinite(self.data.data))
1723	npts2fit = len(self.data.data[index_data])
1724	else:
1725	for qx in self.data.x:
1726	if qx >= qmin and qx <= qmax:
1727	npts2fit += 1
1728	return npts2fit
1729
1730	def set_npts2fit(self):
1731	"""
1732	setValue Npts for fitting
1733	"""
1734	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1735
1736	def get_chi2(self):
1737	"""
1738	return the current chi2
1739	"""
1740	return self.tcChi.GetValue()
1741
1742	def get_param_list(self):
1743	"""
1744	:return self.param_toFit: list containing references to TextCtrl
1745	checked.Theses TextCtrl will allow reference to parameters to fit.
1746
1747	:raise: if return an empty list of parameter fit will nnote work
1748	properly so raise ValueError,"missing parameter to fit"
1749	"""
1750	if self.param_toFit !=[]:
1751	return self.param_toFit
1752	else:
1753	msg = "missing parameters to fit"
1754	wx.MessageBox(msg, 'warning')
1755	return False
1756	#raise ValueError,"missing parameters to fit"
1757
1758	def onsetValues(self, chisqr, p_name, out, cov):
1759	"""
1760	Build the panel from the fit result
1761
1762	:param chisqr: Value of the goodness of fit metric
1763	:param p_name: the name of parameters
1764	:param out: list of parameter with the best value found during fitting
1765	:param cov: Covariance matrix
1766
1767	"""
1768	if out == None or not numpy.isfinite(chisqr):
1769	raise ValueError,"Fit error occured..."
1770
1771	is_modified = False
1772	has_error = False
1773
1774	#Hide textctrl boxes of errors.
1775	self._clear_Err_on_Fit()
1776
1777	#Check if chi2 is finite
1778	if chisqr != None and numpy.isfinite(chisqr):
1779	#format chi2
1780	if self.engine_type == "park":
1781	npt_fit = float(self.get_npts2fit())
1782	if npt_fit > 0:
1783	chisqr =chisqr/npt_fit
1784	chi2 = format_number(chisqr, True)
1785	self.tcChi.SetValue(chi2)
1786	self.tcChi.Refresh()
1787	else:
1788	self.tcChi.SetValue("-")
1789
1790	#Hide error title
1791	if self.text2_3.IsShown():
1792	self.text2_3.Hide()
1793
1794	try:
1795	if self.enable_disp.GetValue():
1796	if hasattr(self,"text_disp_1" ):
1797	if self.text_disp_1 != None:
1798	self.text_disp_1.Hide()
1799	except:
1800	dispersty = None
1801	pass
1802	#set the panel when fit result are float not list
1803	if out.__class__== numpy.float64:
1804	self.param_toFit[0][2].SetValue(format_number(out, True))
1805
1806	if self.param_toFit[0][4].IsShown:
1807	self.param_toFit[0][4].Hide()
1808	if cov !=None :
1809	self.text2_3.Show(True)
1810	try:
1811	if self.enable_disp.GetValue():
1812	if hasattr(self,"text_disp_1" ):
1813	if self.text_disp_1 !=None:
1814	self.text_disp_1.Show(True)
1815	except:
1816	pass
1817
1818	if cov[0]==None or not numpy.isfinite(cov[0]):
1819	if self.param_toFit[0][3].IsShown:
1820	self.param_toFit[0][3].Hide()
1821	else:
1822	self.param_toFit[0][3].Show(True)
1823	self.param_toFit[0][4].Show(True)
1824	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
1825	has_error = True
1826	else:
1827
1828	i = 0
1829	#Set the panel when fit result are list
1830	for item in self.param_toFit:
1831	if len(item)>5 and item != None:
1832	## reset error value to initial state
1833	item[3].Hide()
1834	item[4].Hide()
1835
1836	for ind in range(len(out)):
1837
1838	if item[1] == p_name[ind]:
1839	break
1840	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1841	val_out = format_number(out[ind], True)
1842	item[2].SetValue(val_out)
1843
1844	if(cov !=None):
1845
1846	try:
1847	if dispersity !=None:
1848	if self.enable_disp.GetValue():
1849	if hasattr(self,"text_disp_1" ):
1850	if self.text_disp_1!=None:
1851	if not self.text_disp_1.IsShown():
1852	self.text_disp_1.Show(True)
1853	except:
1854	pass
1855
1856	if cov[ind]!=None :
1857	if numpy.isfinite(float(cov[ind])):
1858	val_err = format_number(cov[ind], True)
1859	item[3].Show(True)
1860	item[4].Show(True)
1861	item[4].SetValue(val_err)
1862
1863	has_error = True
1864	i += 1
1865	#Show error title when any errors displayed
1866	if has_error:
1867	if not self.text2_3.IsShown():
1868	self.text2_3.Show(True)
1869
1870	## save current state
1871	self.save_current_state()
1872	#plot model ( when drawing, do not update chisqr value again)
1873	self._draw_model(update_chisqr=False)
1874	self._lay_out()
1875	self.Refresh()
1876	#PostStatusEvent
1877	msg = "Fit completed! "
1878	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1879
1880	def onPinholeSmear(self, event):
1881	"""
1882	Create a custom pinhole smear object that will change the way residuals
1883	are compute when fitting
1884
1885	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1886	None for 1D
1887
1888	"""
1889
1890	#if self.check_invalid_panel():
1891	# return
1892	if self.model ==None:
1893	self.disable_smearer.SetValue(True)
1894	msg="Please select a Model first..."
1895	wx.MessageBox(msg, 'Info')
1896	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1897	"Smear: %s"%msg))
1898	return
1899
1900	# Need update param values
1901	self._update_paramv_on_fit()
1902
1903	# msg default
1904	msg = None
1905	if event != None:
1906	tcrtl= event.GetEventObject()
1907	# event case of radio button
1908	if tcrtl.GetValue()== True:
1909	self.dx_min = 0.0
1910	self.dx_max = 0.0
1911	is_new_pinhole = True
1912	else:
1913	is_new_pinhole = self._is_changed_pinhole()
1914	else:
1915	is_new_pinhole = True
1916	# if any value is changed
1917	if is_new_pinhole:
1918	msg = self._set_pinhole_smear()
1919	# hide all silt sizer
1920	self._hide_all_smear_info()
1921
1922	##Calculate chi2
1923	temp_smearer = self.current_smearer
1924	#self.compute_chisqr(smearer= temp_smearer)
1925
1926	# show relevant slit sizers
1927	self._show_smear_sizer()
1928
1929	self.sizer_set_smearer.Layout()
1930	self.Layout()
1931
1932	if event != None:
1933	event.Skip()
1934	#self._undo.Enable(True)
1935	self.save_current_state()
1936	event = PageInfoEvent(page = self)
1937	wx.PostEvent(self.parent, event)
1938
1939	def _is_changed_pinhole(self):
1940	"""
1941	check if any of pinhole smear is changed
1942
1943	:return: True or False
1944
1945	"""
1946	# get the values
1947	pin_min = self.smear_pinhole_min.GetValue()
1948	pin_max = self.smear_pinhole_max.GetValue()
1949
1950	# Check changes in slit width
1951	try:
1952	dx_min = float(pin_min)
1953	except:
1954	return True
1955	if self.dx_min != dx_min:
1956	return True
1957
1958	# Check changes in slit heigth
1959	try:
1960	dx_max = float(pin_max)
1961	except:
1962	return True
1963	if self.dx_max != dx_max:
1964	return True
1965	return False
1966
1967	def _set_pinhole_smear(self):
1968	"""
1969	Set custom pinhole smear
1970
1971	:return: msg
1972
1973	"""
1974	# copy data
1975	data = copy.deepcopy(self.data)
1976	if self._is_2D():
1977	self.smear_type = 'Pinhole2d'
1978	len_data = len(data.data)
1979	data.dqx_data = numpy.zeros(len_data)
1980	data.dqy_data = numpy.zeros(len_data)
1981	else:
1982	self.smear_type = 'Pinhole'
1983	len_data = len(data.x)
1984	data.dx = numpy.zeros(len_data)
1985	data.dxl = None
1986	data.dxw = None
1987	msg = None
1988
1989	get_pin_min = self.smear_pinhole_min
1990	get_pin_max = self.smear_pinhole_max
1991
1992	if not check_float(get_pin_min):
1993	get_pin_min.SetBackgroundColour("pink")
1994	msg= "Model Error:wrong value entered!!!"
1995	elif not check_float(get_pin_max ):
1996	get_pin_max.SetBackgroundColour("pink")
1997	msg= "Model Error:wrong value entered!!!"
1998	else:
1999	if len_data < 2: len_data = 2
2000	self.dx_min = float(get_pin_min.GetValue())
2001	self.dx_max = float(get_pin_max.GetValue())
2002	if self.dx_min < 0:
2003	get_pin_min.SetBackgroundColour("pink")
2004	msg= "Model Error:This value can not be negative!!!"
2005	elif self.dx_max <0:
2006	get_pin_max.SetBackgroundColour("pink")
2007	msg= "Model Error:This value can not be negative!!!"
2008	elif self.dx_min != None and self.dx_max != None:
2009	if self._is_2D():
2010	data.dqx_data[data.dqx_data==0] = self.dx_min
2011	data.dqy_data[data.dqy_data==0] = self.dx_max
2012	elif self.dx_min == self.dx_max:
2013	data.dx[data.dx==0] = self.dx_min
2014	else:
2015	step = (self.dx_max - self.dx_min)/(len_data-1)
2016	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2017	step)
2018	elif self.dx_min != None:
2019	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2020	else: data.dx[data.dx==0] = self.dx_min
2021	elif self.dx_max != None:
2022	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2023	else: data.dx[data.dx==0] = self.dx_max
2024	self.current_smearer = smear_selection(data, self.model)
2025	# 2D need to set accuracy
2026	if self._is_2D():
2027	self.current_smearer.set_accuracy(accuracy = \
2028	self.smear2d_accuracy)
2029
2030	if msg != None:
2031	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2032	else:
2033	get_pin_min.SetBackgroundColour("white")
2034	get_pin_max.SetBackgroundColour("white")
2035	## set smearing value whether or not the data contain the smearing info
2036	self._manager.set_smearer(smearer=self.current_smearer,
2037	enable2D=self.enable2D,
2038	qmin=float(self.qmin_x),
2039	qmax= float(self.qmax_x),
2040	uid=self.uid)
2041	return msg
2042
2043	def update_pinhole_smear(self):
2044	"""
2045	called by kill_focus on pinhole TextCntrl
2046	to update the changes
2047
2048	:return: False when wrong value was entered
2049
2050	"""
2051	# msg default
2052	msg = None
2053	# check if any value is changed
2054	if self._is_changed_pinhole():
2055	msg = self._set_pinhole_smear()
2056	#self._undo.Enable(True)
2057	self.save_current_state()
2058
2059	if msg != None:
2060	return False
2061	else:
2062	return True
2063
2064	def onSlitSmear(self, event):
2065	"""
2066	Create a custom slit smear object that will change the way residuals
2067	are compute when fitting
2068	"""
2069
2070	#if self.check_invalid_panel():
2071	# return
2072
2073	if self.model ==None:
2074	self.disable_smearer.SetValue(True)
2075
2076	msg="Please select a Model first..."
2077	wx.MessageBox(msg, 'Info')
2078	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2079	"Smear: %s"%msg))
2080	return
2081
2082	# Need update param values
2083	self._update_paramv_on_fit()
2084
2085	# msg default
2086	msg = None
2087	# for event given
2088	if event != None:
2089	tcrtl= event.GetEventObject()
2090	# event case of radio button
2091	if tcrtl.GetValue():
2092	self.dxl = 0.0
2093	self.dxw = 0.0
2094	is_new_slit = True
2095	else:
2096	is_new_slit = self._is_changed_slit()
2097	else:
2098	is_new_slit = True
2099
2100	# if any value is changed
2101	if is_new_slit:
2102	msg = self._set_slit_smear()
2103
2104	# hide all silt sizer
2105	self._hide_all_smear_info()
2106	##Calculate chi2
2107	#self.compute_chisqr(smearer= self.current_smearer)
2108	# show relevant slit sizers
2109	self._show_smear_sizer()
2110	self.sizer_set_smearer.Layout()
2111	self.Layout()
2112
2113	if event != None:
2114	event.Skip()
2115	#self._undo.Enable(True)
2116	self.save_current_state()
2117	event = PageInfoEvent(page = self)
2118	wx.PostEvent(self.parent, event)
2119	if msg != None:
2120	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2121
2122	def _is_changed_slit(self):
2123	"""
2124	check if any of slit lengths is changed
2125
2126	:return: True or False
2127
2128	"""
2129	# get the values
2130	width = self.smear_slit_width.GetValue()
2131	height = self.smear_slit_height.GetValue()
2132
2133	# check and change the box bg color if it was pink
2134	# but it should be white now
2135	# because this is the case that _set_slit_smear() will not handle
2136	if height.lstrip().rstrip()=="":
2137	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2138	if width.lstrip().rstrip()=="":
2139	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2140
2141	# Check changes in slit width
2142	if width == "":
2143	dxw = 0.0
2144	else:
2145	try:
2146	dxw = float(width)
2147	except:
2148	return True
2149	if self.dxw != dxw:
2150	return True
2151
2152	# Check changes in slit heigth
2153	if height == "":
2154	dxl = 0.0
2155	else:
2156	try:
2157	dxl = float(height)
2158	except:
2159	return True
2160	if self.dxl != dxl:
2161	return True
2162
2163	return False
2164
2165	def _set_slit_smear(self):
2166	"""
2167	Set custom slit smear
2168
2169	:return: message to inform the user about the validity
2170	of the values entered for slit smear
2171	"""
2172	if self.data.__class__.__name__ == "Data2D" or \
2173	self.enable2D:
2174	return
2175	temp_smearer = None
2176	# make sure once more if it is smearer
2177	data = copy.deepcopy(self.data)
2178	data_len = len(data.x)
2179	data.dx = None
2180	data.dxl = None
2181	data.dxw = None
2182	msg = None
2183
2184	try:
2185	self.dxl = float(self.smear_slit_height.GetValue())
2186	data.dxl = self.dxl* numpy.ones(data_len)
2187	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2188	except:
2189	data.dxl = numpy.zeros(data_len)
2190	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2191	self.smear_slit_height.SetBackgroundColour("pink")
2192	msg = "Wrong value entered... "
2193	else:
2194	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2195	try:
2196	self.dxw = float(self.smear_slit_width.GetValue())
2197	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2198	data.dxw = self.dxw* numpy.ones(data_len)
2199	except:
2200	data.dxw = numpy.zeros(data_len)
2201	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2202	self.smear_slit_width.SetBackgroundColour("pink")
2203	msg = "Wrong Fit value entered... "
2204	else:
2205	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2206
2207	self.current_smearer = smear_selection(data, self.model)
2208	#temp_smearer = self.current_smearer
2209	## set smearing value whether or not the data contain the smearing info
2210	self._manager.set_smearer(smearer=self.current_smearer,
2211	enable2D=self.enable2D,
2212	qmin=float(self.qmin_x),
2213	qmax= float(self.qmax_x),
2214	uid=self.uid)
2215	return msg
2216
2217	def update_slit_smear(self):
2218	"""
2219	called by kill_focus on pinhole TextCntrl
2220	to update the changes
2221
2222	:return: False when wrong value was entered
2223
2224	"""
2225	# msg default
2226	msg = None
2227	# check if any value is changed
2228	if self._is_changed_slit():
2229	msg = self._set_slit_smear()
2230	#self._undo.Enable(True)
2231	self.save_current_state()
2232
2233	if msg != None:
2234	return False
2235	else:
2236	return True
2237
2238	def onSmear(self, event):
2239	"""
2240	Create a smear object that will change the way residuals
2241	are compute when fitting
2242	"""
2243	if event != None:
2244	event.Skip()
2245	if self.data is None:
2246	return
2247
2248	if self.model == None:
2249	self.disable_smearer.SetValue(True)
2250	msg="Please select a Model first..."
2251	wx.MessageBox(msg, 'Info')
2252	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2253	"Smear: %s"%msg))
2254	return
2255
2256	# Need update param values
2257	self._update_paramv_on_fit()
2258
2259	temp_smearer = None
2260	self._get_smear_info()
2261
2262	#renew smear sizer
2263	if self.smear_type != None:
2264	self.smear_description_smear_type.SetValue(str(self.smear_type))
2265	self.smear_data_left.SetValue(str(self.dq_l))
2266	self.smear_data_right.SetValue(str(self.dq_r))
2267
2268	self._hide_all_smear_info()
2269
2270	data = copy.deepcopy(self.data)
2271	# make sure once more if it is smearer
2272	self.current_smearer = smear_selection(data, self.model)
2273
2274	if self.enable_smearer.GetValue():
2275	if hasattr(self.data,"dxl"):
2276
2277	msg= ": Resolution smearing parameters"
2278	if hasattr(self.data,"dxw"):
2279	msg= ": Slit smearing parameters"
2280	if self.smearer ==None:
2281	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2282	"Data contains no smearing information"))
2283	else:
2284	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2285	"Data contains smearing information"))
2286
2287	#self.smear_description_dqdata.Show(True)
2288	self.smear_data_left.Show(True)
2289	self.smear_data_right.Show(True)
2290	temp_smearer= self.current_smearer
2291	elif self.disable_smearer.GetValue():
2292	self.smear_description_none.Show(True)
2293
2294	self._show_smear_sizer()
2295
2296	self.sizer_set_smearer.Layout()
2297	self.Layout()
2298	## set smearing value whether or not the data contain the smearing info
2299	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer,
2300	enable2D=self.enable2D,
2301	qmin= float(self.qmin_x),
2302	qmax= float(self.qmax_x), draw=True)
2303
2304	self.state.enable_smearer= self.enable_smearer.GetValue()
2305	self.state.disable_smearer=self.disable_smearer.GetValue()
2306	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2307	self.state.slit_smearer = self.slit_smearer.GetValue()
2308
2309	def on_complete_chisqr(self, event):
2310	"""
2311	print result chisqr
2312
2313	:event: activated by fitting/ complete after draw
2314
2315	"""
2316	try:
2317	if event == None:
2318	output= "-"
2319	elif not numpy.isfinite(event.output):
2320	output= "-"
2321	else:
2322	output = event.output
2323	self.tcChi.SetValue(str(format_number(output, True)))
2324
2325	self.state.tcChi = self.tcChi.GetValue()
2326	except:
2327	pass
2328
2329
2330	def select_all_param(self,event):
2331	"""
2332	set to true or false all checkBox given the main checkbox value cb1
2333	"""
2334	self.param_toFit=[]
2335	if self.parameters !=[]:
2336	if self.cb1.GetValue():
2337	for item in self.parameters:
2338	## for data2D select all to fit
2339	if self.data.__class__.__name__== "Data2D" or \
2340	self.enable2D:
2341	item[0].SetValue(True)
2342	self.param_toFit.append(item )
2343	else:
2344	## for 1D all parameters except orientation
2345	if not item in self.orientation_params:
2346	item[0].SetValue(True)
2347	self.param_toFit.append(item )
2348	#if len(self.fittable_param)>0:
2349	for item in self.fittable_param:
2350	if self.data.__class__.__name__== "Data2D" or \
2351	self.enable2D:
2352	item[0].SetValue(True)
2353	self.param_toFit.append(item )
2354	try:
2355	if len(self.values[item[1]]) > 0:
2356	item[0].SetValue(False)
2357	except:
2358	pass
2359
2360	else:
2361	## for 1D all parameters except orientation
2362	if not item in self.orientation_params_disp:
2363	item[0].SetValue(True)
2364	self.param_toFit.append(item )
2365	try:
2366	if len(self.values[item[1]]) > 0:
2367	item[0].SetValue(False)
2368	except:
2369	pass
2370
2371	else:
2372	for item in self.parameters:
2373	item[0].SetValue(False)
2374	for item in self.fittable_param:
2375	item[0].SetValue(False)
2376	self.param_toFit=[]
2377
2378	self.save_current_state_fit()
2379
2380	if event !=None:
2381	#self._undo.Enable(True)
2382	## post state to fit panel
2383	event = PageInfoEvent(page = self)
2384	wx.PostEvent(self.parent, event)
2385
2386	def select_param(self,event):
2387	"""
2388	Select TextCtrl checked for fitting purpose and stores them
2389	in self.param_toFit=[] list
2390	"""
2391	self.param_toFit=[]
2392	for item in self.parameters:
2393	#Skip t ifhe angle parameters if 1D data
2394	if self.data.__class__.__name__ != "Data2D" and\
2395	not self.enable2D:
2396	if item in self.orientation_params:
2397	continue
2398	#Select parameters to fit for list of primary parameters
2399	if item[0].GetValue():
2400	if not (item in self.param_toFit):
2401	self.param_toFit.append(item )
2402	else:
2403	#remove parameters from the fitting list
2404	if item in self.param_toFit:
2405	self.param_toFit.remove(item)
2406
2407	#Select parameters to fit for list of fittable parameters
2408	# with dispersion
2409	for item in self.fittable_param:
2410	#Skip t ifhe angle parameters if 1D data
2411	if self.data.__class__.__name__ != "Data2D" and\
2412	not self.enable2D:
2413	if item in self.orientation_params:
2414	continue
2415	if item[0].GetValue():
2416	if not (item in self.param_toFit):
2417	self.param_toFit.append(item)
2418	else:
2419	#remove parameters from the fitting list
2420	if item in self.param_toFit:
2421	self.param_toFit.remove(item)
2422
2423	#Calculate num. of angle parameters
2424	if self.data.__class__.__name__ == "Data2D" or \
2425	self.enable2D:
2426	len_orient_para = 0
2427	else:
2428	len_orient_para = len(self.orientation_params) #assume even len
2429	#Total num. of angle parameters
2430	if len(self.fittable_param) > 0:
2431	len_orient_para *= 2
2432	#Set the value of checkbox that selected every checkbox or not
2433	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2434	len(self.param_toFit):
2435	self.cb1.SetValue(True)
2436	else:
2437	self.cb1.SetValue(False)
2438	self.save_current_state_fit()
2439	if event !=None:
2440	#self._undo.Enable(True)
2441	## post state to fit panel
2442	event = PageInfoEvent(page = self)
2443	wx.PostEvent(self.parent, event)
2444
2445	def set_model_param_sizer(self, model):
2446	"""
2447	Build the panel from the model content
2448
2449	:param model: the model selected in combo box for fitting purpose
2450
2451	"""
2452	self.sizer3.Clear(True)
2453	self.parameters = []
2454	self.str_parameters = []
2455	self.param_toFit=[]
2456	self.fittable_param=[]
2457	self.fixed_param=[]
2458	self.orientation_params=[]
2459	self.orientation_params_disp=[]
2460
2461	if model ==None:
2462	self.sizer3.Layout()
2463	self.SetupScrolling()
2464	return
2465	## the panel is drawn using the current value of the fit engine
2466	if self.engine_type==None and self._manager !=None:
2467	self.engine_type= self._manager._return_engine_type()
2468
2469	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2470	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2471	sizer = wx.GridBagSizer(5,5)
2472	## save the current model
2473	self.model = model
2474
2475	keys = self.model.getParamList()
2476	#list of dispersion paramaters
2477	self.disp_list=self.model.getDispParamList()
2478
2479	def custom_compare(a,b):
2480	"""
2481	Custom compare to order, first by alphabets then second by number.
2482	"""
2483	# number at the last digit
2484	a_last = a[len(a)-1]
2485	b_last = b[len(b)-1]
2486	# default
2487	num_a = None
2488	num_b = None
2489	# split the names
2490	a2 = a.lower().split('_')
2491	b2 = b.lower().split('_')
2492	# check length of a2, b2
2493	len_a2 = len(a2)
2494	len_b2 = len(b2)
2495	# check if it contains a int number(<10)
2496	try:
2497	num_a = int(a_last)
2498	except: pass
2499	try:
2500	num_b = int(b_last)
2501	except: pass
2502	# Put 'scale' near the top; happens
2503	# when numbered param name exists
2504	if a == 'scale':
2505	return -1
2506	# both have a number
2507	if num_a != None and num_b != None:
2508	if num_a > num_b: return -1
2509	# same number
2510	elif num_a == num_b:
2511	# different last names
2512	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2513	return -cmp(a2[len_a2-1], b2[len_b2-1])
2514	else:
2515	return cmp(a, b)
2516	else: return 1
2517	# one of them has a number
2518	elif num_a != None: return 1
2519	elif num_b != None: return -1
2520	# no numbers
2521	else: return cmp(a.lower(), b.lower())
2522
2523
2524	keys.sort(custom_compare)
2525
2526	iy = 0
2527	ix = 0
2528	select_text = "Select All"
2529	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2530	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2531	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2532	self.cb1.SetValue(True)
2533
2534	sizer.Add(self.cb1,(iy, ix),(1,1),\
2535	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2536	ix +=1
2537	self.text2_2 = wx.StaticText(self, -1, 'Values')
2538	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2539	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2540	ix +=2
2541	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2542	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2543	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2544	self.text2_3.Hide()
2545	ix +=1
2546	self.text2_min = wx.StaticText(self, -1, 'Min')
2547	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2548	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2549	#self.text2_min.Hide()
2550	ix +=1
2551	self.text2_max = wx.StaticText(self, -1, 'Max')
2552	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2553	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2554	#self.text2_max.Hide()
2555	ix += 1
2556	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2557	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2558	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2559	self.text2_4.Hide()
2560
2561	for item in keys:
2562	if not item in self.disp_list and not item in \
2563	self.model.orientation_params:
2564
2565	##prepare a spot to store errors
2566	if not self.model.details.has_key(item):
2567	self.model.details [item] = ["",None,None]
2568
2569	iy += 1
2570	ix = 0
2571	if self.model.__class__ in \
2572	self.model_list_box["Multi-Functions"] \
2573	and item in self.model.non_fittable:
2574	non_fittable_name = wx.StaticText(self, -1, item )
2575	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2576	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2577	## add parameter value
2578	ix += 1
2579	value= self.model.getParam(item)
2580	if len(self.model.fun_list) > 0:
2581	num = item.split('_')[1][5:7]
2582	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2583	style=wx.CB_READONLY, name = '%s'% item)
2584	self._set_fun_box_list(fun_box)
2585	fun_box.SetSelection(0)
2586	#self.fun_box.SetToolTipString("A function
2587	# describing the interface")
2588	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2589	else:
2590	fun_box = self.ModelTextCtrl(self, -1,
2591	size=(_BOX_WIDTH,20),
2592	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2593	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2594	fun_box.SetValue(format_number(value, True))
2595	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2596	self.str_parameters.append([None,item, fun_box,
2597	None, None, None,
2598	None, None])
2599
2600
2601	else:
2602	## add parameters name with checkbox for selecting to fit
2603	cb = wx.CheckBox(self, -1, item )
2604	cb.SetToolTipString(" Check mark to fit.")
2605	#cb.SetValue(True)
2606	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2607
2608	sizer.Add( cb,( iy, ix),(1,1),
2609	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2610
2611	## add parameter value
2612	ix += 1
2613	value= self.model.getParam(item)
2614	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2615	style=wx.TE_PROCESS_ENTER)
2616	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2617	ctl1.SetValue(format_number(value, True))
2618	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2619	## text to show error sign
2620	ix += 1
2621	text2=wx.StaticText(self, -1, '+/-')
2622	sizer.Add(text2,(iy, ix),(1,1),\
2623	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2624	text2.Hide()
2625	ix += 1
2626	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2627	sizer.Add(ctl2, (iy,ix),(1,1),
2628	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2629	ctl2.Hide()
2630
2631	ix += 1
2632	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2633	style=wx.TE_PROCESS_ENTER,
2634	text_enter_callback = self._onparamRangeEnter)
2635
2636	sizer.Add(ctl3, (iy,ix),(1,1),
2637	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2638
2639	ix += 1
2640	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2641	style=wx.TE_PROCESS_ENTER,
2642	text_enter_callback = self._onparamRangeEnter)
2643	sizer.Add(ctl4, (iy,ix),(1,1),
2644	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2645
2646	ix +=1
2647	# Units
2648	if self.model.details.has_key(item):
2649	units = wx.StaticText(self, -1,
2650	self.model.details[item][0], style=wx.ALIGN_LEFT)
2651	else:
2652	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2653	sizer.Add(units, (iy,ix),(1,1),
2654	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2655
2656	##[cb state, name, value, "+/-", error of fit, min, max , units]
2657	self.parameters.append([cb,item, ctl1,
2658	text2,ctl2, ctl3, ctl4,units])
2659
2660	iy+=1
2661	sizer.Add((10,10),(iy,ix),(1,1),
2662	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2663
2664	# type can be either Guassian or Array
2665	if len(self.model.dispersion.values())>0:
2666	type= self.model.dispersion.values()[0]["type"]
2667	else:
2668	type = "Gaussian"
2669
2670	iy += 1
2671	ix = 0
2672	#Add tile for orientational angle
2673	for item in keys:
2674	if item in self.model.orientation_params:
2675	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2676	sizer.Add(orient_angle,(iy, ix),(1,1),
2677	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2678	if not self.data.__class__.__name__ == "Data2D" and \
2679	not self.enable2D:
2680	orient_angle.Hide()
2681	else:
2682	orient_angle.Show(True)
2683	break
2684
2685	#For Gaussian only
2686	if type.lower() != "array":
2687	for item in self.model.orientation_params:
2688	if not item in self.disp_list:
2689	##prepare a spot to store min max
2690	if not self.model.details.has_key(item):
2691	self.model.details [item] = ["",None,None]
2692
2693	iy += 1
2694	ix = 0
2695	## add parameters name with checkbox for selecting to fit
2696	cb = wx.CheckBox(self, -1, item )
2697	cb.SetValue(False)
2698	cb.SetToolTipString("Check mark to fit")
2699	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2700	if self.data.__class__.__name__ == "Data2D" or \
2701	self.enable2D:
2702	cb.Show(True)
2703	else:
2704	cb.Hide()
2705	sizer.Add( cb,( iy, ix),(1,1),
2706	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2707
2708	## add parameter value
2709	ix += 1
2710	value= self.model.getParam(item)
2711	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2712	style=wx.TE_PROCESS_ENTER)
2713	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2714	ctl1.SetValue(format_number(value, True))
2715	if self.data.__class__.__name__ == "Data2D" or \
2716	self.enable2D:
2717	ctl1.Show(True)
2718	else:
2719	ctl1.Hide()
2720	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2721	## text to show error sign
2722	ix += 1
2723	text2=wx.StaticText(self, -1, '+/-')
2724	sizer.Add(text2,(iy, ix),(1,1),\
2725	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2726	text2.Hide()
2727	ix += 1
2728	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2729	sizer.Add(ctl2, (iy,ix),(1,1),
2730	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2731	ctl2.Hide()
2732
2733
2734	ix += 1
2735	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2736	style=wx.TE_PROCESS_ENTER,
2737	text_enter_callback = self._onparamRangeEnter)
2738
2739	sizer.Add(ctl3, (iy,ix),(1,1),
2740	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2741	ctl3.Hide()
2742
2743	ix += 1
2744	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2745	style=wx.TE_PROCESS_ENTER,
2746	text_enter_callback = self._onparamRangeEnter)
2747	sizer.Add(ctl4, (iy,ix),(1,1),
2748	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2749
2750	ctl4.Hide()
2751
2752	if self.data.__class__.__name__ == "Data2D" or \
2753	self.enable2D:
2754	ctl3.Show(True)
2755	ctl4.Show(True)
2756
2757	ix +=1
2758	# Units
2759	if self.model.details.has_key(item):
2760	units = wx.StaticText(self, -1,
2761	self.model.details[item][0],
2762	style=wx.ALIGN_LEFT)
2763	else:
2764	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2765	if self.data.__class__.__name__ == "Data2D" or \
2766	self.enable2D:
2767	units.Show(True)
2768
2769	else:
2770	units.Hide()
2771
2772	sizer.Add(units, (iy,ix),(1,1),
2773	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2774
2775	##[cb state, name, value, "+/-", error of fit,min,max,units]
2776	self.parameters.append([cb,item, ctl1,
2777	text2,ctl2, ctl3, ctl4,units])
2778	self.orientation_params.append([cb,item, ctl1,
2779	text2,ctl2, ctl3, ctl4,units])
2780
2781	iy+=1
2782
2783	#Display units text on panel
2784	for item in keys:
2785	if self.model.details.has_key(item):
2786	self.text2_4.Show()
2787	#Fill the list of fittable parameters
2788	self.select_all_param(event=None)
2789
2790	self.save_current_state_fit()
2791	boxsizer1.Add(sizer)
2792	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2793	self.sizer3.Layout()
2794	self.Layout()
2795	self.Refresh()
2796
2797	def on_right_down(self, event):
2798	"""
2799	Get key stroke event
2800	"""
2801	if self.data == None:
2802	return
2803	# Figuring out key combo: Cmd for copy, Alt for paste
2804	if event.AltDown() and event.ShiftDown():
2805	self._show_ftol_dialog()
2806	flag = True
2807	elif event.AltDown() or event.ShiftDown():
2808	flag = False
2809	else:
2810	return
2811	# make event free
2812	event.Skip()
2813	# messages depending on the flag
2814	if not flag:
2815	msg = " Could not open ftol dialog;"
2816	msg += " Check if the Scipy fit engine is selected in the menubar."
2817	infor = 'warning'
2818	# inform msg to wx
2819	wx.PostEvent( self.parent.parent,
2820	StatusEvent(status= msg, info=infor))
2821
2822
2823	def _show_ftol_dialog(self):
2824	"""
2825	Dialog to select ftol for Scipy
2826	"""
2827	from ftol_dialog import ChangeFtol
2828	panel = ChangeFtol(self)
2829	panel.ShowModal()
2830
2831	def _onModel2D(self, event):
2832	"""
2833	toggle view of model from 1D to 2D or 2D from 1D
2834	"""
2835	if self.model_view.GetLabelText() == "Switch to 2D":
2836	self.model_view.SetLabel("Switch to 1D")
2837	self.enable2D = True
2838
2839	else:
2840	self.model_view.SetLabel("Switch to 2D")
2841	self.enable2D = False
2842
2843	self.set_model_param_sizer(self.model)
2844	self._set_sizer_dispersion()
2845	self._draw_model()
2846
2847
2848	self.state.enable2D = copy.deepcopy(self.enable2D)
2849
2850	class BGTextCtrl(wx.TextCtrl):
2851	"""
2852	Text control used to display outputs.
2853	No editing allowed. The background is
2854	grayed out. User can't select text.
2855	"""
2856	def __init__(self, args, *kwds):
2857	wx.TextCtrl.__init__(self, args, *kwds)
2858	self.SetEditable(False)
2859	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
2860
2861	# Bind to mouse event to avoid text highlighting
2862	# The event will be skipped once the call-back
2863	# is called.
2864	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2865
2866	def _click(self, event):
2867	"""
2868	Prevent further handling of the mouse event
2869	by not calling Skip().
2870	"""
2871	pass
2872

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ f22e626

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