fitpage.py @ 02b0988d

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 02b0988d was 934cfc03, checked in by Gervaise Alina <gervyh@…>, 13 years ago
make sure dispersity check does not uncheck other buttons
Property mode set to `100644`
File size: 133.4 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 sans.dataloader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	import basepage
25	from basepage import BasicPage
26	from basepage import PageInfoEvent
27	from sans.models.qsmearing import smear_selection
28
29	class FitPage(BasicPage):
30	"""
31	FitPanel class contains fields allowing to display results when
32	fitting a model and one data
33
34	:note: For Fit to be performed the user should check at least one parameter
35	on fit Panel window.
36	"""
37
38	def __init__(self,parent, color='rand'):
39	"""
40	Initialization of the Panel
41	"""
42	BasicPage.__init__(self, parent, color=color)
43
44	## draw sizer
45	self._fill_data_sizer()
46	self.is_2D = None
47	self.fit_started = False
48	self.weightbt_string = None
49	# get smear info from data
50	self._get_smear_info()
51	self._fill_model_sizer( self.sizer1)
52	self._get_defult_custom_smear()
53	self._fill_range_sizer()
54	self._set_smear(self.data)
55	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
56	# bind key event
57	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60	self._set_preview_flag(False)
61	self._set_copy_flag(False)
62	self._set_paste_flag(False)
63	self.btFit.SetFocus()
64	self.enable_fit_button()
65	self.fill_data_combobox(data_list=self.data_list)
66	#create a default data for an empty panel
67	self.create_default_data()
68
69	def enable_fit_button(self):
70	"""
71	Enable fit button if data is valid and model is valid
72	"""
73	flag = check_data_validity(self.data) & (self.model is not None)
74	self.btFit.Enable(flag)
75
76	def _fill_data_sizer(self):
77	"""
78	fill sizer 0 with data info
79	"""
80	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
81	if check_data_validity(self.data):
82	dname_color = wx.BLUE
83	else:
84	dname_color = wx.RED
85	self.data_box_description.SetForegroundColour(dname_color)
86	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
87	#----------------------------------------------------------
88	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
89	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
90	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
91	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
92	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
93	sizer_data.Add(self.dataSource)
94	sizer_data.Add( (0,5) )
95	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
96	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
97	self.sizer0.Layout()
98
99	def enable_datasource(self):
100	"""
101	Enable or disable data source control depending on existing data
102	"""
103	if not self.data_list:
104	self.dataSource.Disable()
105	else:
106	self.dataSource.Enable()
107
108	def fill_data_combobox(self, data_list):
109	"""
110	Get a list of data and fill the corresponding combobox
111	"""
112	self.dataSource.Clear()
113	self.data_list = data_list
114	self.enable_datasource()
115	if len(data_list) > 0:
116	#find the maximum range covering all data
117	qmin, qmax, npts = self.compute_data_set_range(data_list)
118	self.qmin_data_set = qmin
119	self.qmax_data_set = qmax
120	self.npts_data_set = npts
121
122	self.qmin.SetValue(str(self.qmin_data_set))
123	self.qmax.SetValue(str(self.qmax_data_set))
124	self.qmin.SetBackgroundColour("white")
125	self.qmax.SetBackgroundColour("white")
126	self.qmin_x = self.qmin_data_set
127	self.qmax_x = self.qmax_data_set
128	self.state.qmin = self.qmin_x
129	self.state.qmax = self.qmax_x
130	is_data = False
131	for data in self.data_list:
132	if data is not None:
133	self.dataSource.Append(str(data.name), clientData=data)
134	if not is_data:
135	is_data = check_data_validity(data)
136	self.dataSource.SetSelection(0)
137	self.on_select_data(event=None)
138
139	def on_select_data(self, event=None):
140	"""
141	"""
142	if event is None and self.dataSource.GetCount() > 0:
143	data = self.dataSource.GetClientData(0)
144	self.set_data(data)
145	elif self.dataSource.GetCount() > 0:
146	pos = self.dataSource.GetSelection()
147	data = self.dataSource.GetClientData(pos)
148	self.set_data(data)
149
150
151
152	def _on_fit_complete(self):
153	"""
154	When fit is complete ,reset the fit button label.
155	"""
156	self.btFit.SetLabel("Fit")
157	self.bind_fit_button()
158
159	def _is_2D(self):
160	"""
161	Check if data_name is Data2D
162
163	:return: True or False
164
165	"""
166	if self.data.__class__.__name__ == "Data2D" or \
167	self.enable2D:
168	return True
169	return False
170
171	def _on_engine_change(self, name):
172	"""
173	get the current name of the fit engine type
174	and update the panel accordingly
175	"""
176
177	self.engine_type = str(name)
178	self.state.engine_type = self.engine_type
179	if not self.is_mac:
180	if len(self.parameters) == 0:
181	self.Layout()
182	return
183	self.Layout()
184	self.Refresh()
185
186
187
188	def _fill_range_sizer(self):
189	"""
190	Fill the sizer containing the plotting range
191	add access to npts
192	"""
193	is_2Ddata = False
194
195	# Check if data is 2D
196	if self.data.__class__.__name__ == "Data2D" or \
197	self.enable2D:
198	is_2Ddata = True
199
200	title = "Fitting"
201	#smear messages & titles
202	smear_message_none = "No smearing is selected..."
203	smear_message_dqdata = "The dQ data is being used for smearing..."
204	smear_message_2d = \
205	"Higher accuracy is very time-expensive. Use it with care..."
206	smear_message_new_ssmear = \
207	"Please enter only the value of interest to customize smearing..."
208	smear_message_new_psmear = \
209	"Please enter both; the dQ will be generated by interpolation..."
210	smear_message_2d_x_title = "<dQp>[1/A]:"
211	smear_message_2d_y_title = "<dQs>[1/A]:"
212	smear_message_pinhole_min_title = "dQ_low[1/A]:"
213	smear_message_pinhole_max_title = "dQ_high[1/A]:"
214	smear_message_slit_height_title = "Slit height[1/A]:"
215	smear_message_slit_width_title = "Slit width[1/A]:"
216
217	self._get_smear_info()
218
219	#Sizers
220	box_description_range = wx.StaticBox(self, -1,str(title))
221	box_description_range.SetForegroundColour(wx.BLUE)
222	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
223	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
224	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
225	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
226	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
227	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
228	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
229	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
230	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
231
232	weighting_set_box= wx.StaticBox(self, -1,\
233	'Set Weighting by Selecting dI Source')
234	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
235	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
236	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
237	#Filling the sizer containing weighting info.
238	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
239	style=wx.RB_GROUP)
240	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
241	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
242	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
243	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
244	id=self.dI_noweight.GetId())
245	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
246	id=self.dI_didata.GetId())
247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
248	id=self.dI_sqrdata.GetId())
249	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
250	id=self.dI_idata.GetId())
251	self.dI_didata.SetValue(True)
252	# add 4 types of weighting to the sizer
253	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
254	sizer_weighting.Add((14,10))
255	sizer_weighting.Add( self.dI_didata)
256	sizer_weighting.Add((14,10))
257	sizer_weighting.Add( self.dI_sqrdata)
258	sizer_weighting.Add((14,10))
259	sizer_weighting.Add( self.dI_idata)
260	sizer_weighting.Add((10,10))
261	self.dI_noweight.Enable(False)
262	self.dI_didata.Enable(False)
263	self.dI_sqrdata.Enable(False)
264	self.dI_idata.Enable(False)
265	weighting_box.Add(sizer_weighting)
266
267	sizer_fit = wx.GridSizer(2, 4, 2, 6)
268
269	# combobox for smear2d accuracy selection
270	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
271	style=wx.CB_READONLY)
272	self._set_accuracy_list()
273	self.smear_accuracy.SetValue(self.smear2d_accuracy)
274	self.smear_accuracy.SetSelection(0)
275	self.smear_accuracy.SetToolTipString(\
276	"'Higher' uses more Gaussian points for smearing computation.")
277
278	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
279
280	#Fit button
281	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
282	self.default_bt_colour = self.btFit.GetDefaultAttributes()
283	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
284	self.btFit.SetToolTipString("Start fitting.")
285
286	#textcntrl for custom resolution
287	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
288	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
289	text_enter_callback = self.onPinholeSmear)
290	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
291	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
292	text_enter_callback = self.onPinholeSmear)
293	self.smear_slit_height= self.ModelTextCtrl(self, -1,
294	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
295	text_enter_callback = self.onSlitSmear)
296	self.smear_slit_width = self.ModelTextCtrl(self, -1,
297	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
298	text_enter_callback = self.onSlitSmear)
299
300	## smear
301	self.smear_data_left= BGTextCtrl(self, -1,
302	size=(_BOX_WIDTH-25,20), style=0)
303	self.smear_data_left.SetValue(str(self.dq_l))
304	self.smear_data_right = BGTextCtrl(self, -1,
305	size=(_BOX_WIDTH-25,20), style=0)
306	self.smear_data_right.SetValue(str(self.dq_r))
307
308	#set default values for smear
309	self.smear_pinhole_max.SetValue(str(self.dx_max))
310	self.smear_pinhole_min.SetValue(str(self.dx_min))
311	self.smear_slit_height.SetValue(str(self.dxl))
312	self.smear_slit_width.SetValue(str(self.dxw))
313
314	#Filling the sizer containing instruments smearing info.
315	self.disable_smearer = wx.RadioButton(self, -1,
316	'None', style=wx.RB_GROUP)
317	self.enable_smearer = wx.RadioButton(self, -1,
318	'Use dQ Data')
319	#self.enable_smearer.SetToolTipString(
320	#"Click to use the loaded dQ data for smearing.")
321	self.pinhole_smearer = wx.RadioButton(self, -1,
322	'Custom Pinhole Smear')
323	#self.pinhole_smearer.SetToolTipString
324	#("Click to input custom resolution for pinhole smearing.")
325	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
326	#self.slit_smearer.SetToolTipString
327	#("Click to input custom resolution for slit smearing.")
328	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
329	id=self.disable_smearer.GetId())
330	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
331	id=self.enable_smearer.GetId())
332	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
333	id=self.pinhole_smearer.GetId())
334	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
335	id=self.slit_smearer.GetId())
336	self.disable_smearer.SetValue(True)
337
338	# add 4 types of smearing to the sizer
339	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
340	sizer_smearer.Add((10,10))
341	sizer_smearer.Add( self.enable_smearer)
342	sizer_smearer.Add((10,10))
343	sizer_smearer.Add( self.pinhole_smearer )
344	sizer_smearer.Add((10,10))
345	sizer_smearer.Add( self.slit_smearer )
346	sizer_smearer.Add((10,10))
347
348	# StaticText for chi2, N(for fitting), Npts
349	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
350	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
351	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
352	self.Npts_fit.SetToolTipString(\
353	" Npts : number of points selected for fitting")
354	self.Npts_total = self.ModelTextCtrl(self, -1,
355	size=(_BOX_WIDTH, 20),
356	style=wx.TE_PROCESS_ENTER,
357	text_enter_callback=self._onQrangeEnter)
358	self.Npts_total.SetValue(format_number(self.npts_x))
359	self.Npts_total.SetToolTipString(\
360	" Total Npts : total number of data points")
361
362	# Update and Draw button
363	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
364	self.draw_button.Bind(wx.EVT_BUTTON, \
365	self._onDraw,id= self.draw_button.GetId())
366	self.draw_button.SetToolTipString("Compute and Draw.")
367
368	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
369	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
370	box_description_3= wx.StaticText(self, -1,'Total Npts')
371	box_description_3.SetToolTipString( \
372	" Total Npts : total number of data points")
373	#box_description_4= wx.StaticText(self, -1,' ')
374
375
376	sizer_fit.Add(box_description_1,0,0)
377	sizer_fit.Add(box_description_2,0,0)
378	sizer_fit.Add(box_description_3,0,0)
379	sizer_fit.Add(self.draw_button,0,0)
380	sizer_fit.Add(self.tcChi,0,0)
381	sizer_fit.Add(self.Npts_fit ,0,0)
382	sizer_fit.Add(self.Npts_total,0,0)
383	sizer_fit.Add(self.btFit,0,0)
384
385	# StaticText for smear
386	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
387	self.smear_description_none = wx.StaticText(self, -1,
388	smear_message_none , style=wx.ALIGN_LEFT)
389	self.smear_description_dqdata = wx.StaticText(self,
390	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
391	self.smear_description_type = wx.StaticText(self,
392	-1, "Type:" , style=wx.ALIGN_LEFT)
393	self.smear_description_accuracy_type = wx.StaticText(self, -1,
394	"Accuracy:" , style=wx.ALIGN_LEFT)
395	self.smear_description_smear_type = BGTextCtrl(self, -1,
396	size=(57,20), style=0)
397	self.smear_description_smear_type.SetValue(str(self.dq_l))
398	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
399	self.smear_description_2d = wx.StaticText(self, -1,
400	smear_message_2d , style=wx.ALIGN_LEFT)
401	self.smear_message_new_s = wx.StaticText(self, -1,
402	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
403	self.smear_message_new_p = wx.StaticText(self, -1,
404	smear_message_new_psmear , style=wx.ALIGN_LEFT)
405	self.smear_description_2d_x = wx.StaticText(self, -1,
406	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
407	self.smear_description_2d_x.SetToolTipString(\
408	" dQp(parallel) in q_r direction.")
409	self.smear_description_2d_y = wx.StaticText(self, -1,
410	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
411	self.smear_description_2d_y.SetToolTipString(\
412	" dQs(perpendicular) in q_phi direction.")
413	self.smear_description_pin_min = wx.StaticText(self, -1,
414	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
415	self.smear_description_pin_max = wx.StaticText(self, -1,
416	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
417	self.smear_description_slit_height = wx.StaticText(self, -1,
418	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
419	self.smear_description_slit_width = wx.StaticText(self, -1,
420	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
421
422	#arrange sizers
423	#boxsizer1.Add( self.tcChi )
424	self.sizer_set_smearer.Add(sizer_smearer )
425	self.sizer_set_smearer.Add((10,10))
426	self.sizer_set_smearer.Add( self.smear_description_none,
427	0, wx.CENTER, 10 )
428	self.sizer_set_smearer.Add( self.smear_description_dqdata,
429	0, wx.CENTER, 10 )
430	self.sizer_set_smearer.Add( self.smear_description_2d,
431	0, wx.CENTER, 10 )
432	self.sizer_new_smear.Add( self.smear_description_type,
433	0, wx.CENTER, 10 )
434	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
435	0, wx.CENTER, 10 )
436	self.sizer_new_smear.Add( self.smear_accuracy )
437	self.sizer_new_smear.Add( self.smear_description_smear_type,
438	0, wx.CENTER, 10 )
439	self.sizer_new_smear.Add((15,-1))
440	self.sizer_new_smear.Add( self.smear_description_2d_x,
441	0, wx.CENTER, 10 )
442	self.sizer_new_smear.Add( self.smear_description_pin_min,
443	0, wx.CENTER, 10 )
444	self.sizer_new_smear.Add( self.smear_description_slit_height,
445	0, wx.CENTER, 10 )
446
447	self.sizer_new_smear.Add( self.smear_pinhole_min,
448	0, wx.CENTER, 10 )
449	self.sizer_new_smear.Add( self.smear_slit_height,
450	0, wx.CENTER, 10 )
451	self.sizer_new_smear.Add( self.smear_data_left,
452	0, wx.CENTER, 10 )
453	self.sizer_new_smear.Add((20,-1))
454	self.sizer_new_smear.Add( self.smear_description_2d_y,
455	0, wx.CENTER, 10 )
456	self.sizer_new_smear.Add( self.smear_description_pin_max,
457	0, wx.CENTER, 10 )
458	self.sizer_new_smear.Add( self.smear_description_slit_width,
459	0, wx.CENTER, 10 )
460
461	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
462	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
463	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
464
465	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
466	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
467	self.sizer_set_smearer.Add((5,2))
468	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
469
470	# add all to chi2 sizer
471	sizer_smearer_box.Add(self.sizer_set_smearer)
472	sizer_chi2.Add(sizer_smearer_box)
473	sizer_chi2.Add((-1,5))
474	sizer_chi2.Add(weighting_box)
475	sizer_chi2.Add((-1,5))
476
477	# hide all smear messages and textctrl
478	self._hide_all_smear_info()
479
480	# get smear_selection
481	self.current_smearer= smear_selection( self.data, self.model )
482
483	# Show only the relevant smear messages, etc
484	if self.current_smearer == None:
485	if not is_2Ddata:
486	self.smear_description_none.Show(True)
487	self.enable_smearer.Disable()
488	else:
489	self.smear_description_none.Show(True)
490	#self.smear_description_2d.Show(True)
491	#self.pinhole_smearer.Disable()
492	self.slit_smearer.Disable()
493	#self.enable_smearer.Disable()
494	if self.data == None:
495	self.slit_smearer.Disable()
496	self.pinhole_smearer.Disable()
497	self.enable_smearer.Disable()
498	else: self._show_smear_sizer()
499	boxsizer_range.Add(self.sizer_set_masking)
500	#2D data? default
501	is_2Ddata = False
502
503	#check if it is 2D data
504	if self.data.__class__.__name__ == "Data2D" or \
505	self.enable2D:
506	is_2Ddata = True
507
508	self.sizer5.Clear(True)
509
510	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
511	style=wx.TE_PROCESS_ENTER,
512	text_enter_callback = self._onQrangeEnter)
513	self.qmin.SetValue(str(self.qmin_x))
514	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
515
516	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
517	style=wx.TE_PROCESS_ENTER,
518	text_enter_callback=self._onQrangeEnter)
519	self.qmax.SetValue(str(self.qmax_x))
520	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
521	"""
522	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
523	style=wx.TE_PROCESS_ENTER,
524	text_enter_callback=self._onQrangeEnter)
525	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
526	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
527	"""
528	id = wx.NewId()
529	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
530
531	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
532	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
533
534	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
535	sizer= wx.GridSizer(2, 4, 2, 6)
536
537	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
538	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
539	self.btEditMask.SetToolTipString("Edit Mask.")
540	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
541
542	sizer.Add(wx.StaticText(self, -1, ' Q range'))
543	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
544	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
545	sizer.Add(self.EditMask_title)
546	#sizer.Add(wx.StaticText(self, -1, ''))
547	sizer.Add(self.reset_qrange)
548	sizer.Add(self.qmin)
549	sizer.Add(self.qmax)
550	#sizer.Add(self.theory_npts_tcrtl)
551	sizer.Add(self.btEditMask)
552	boxsizer_range.Add(sizer_chi2)
553	boxsizer_range.Add((10,10))
554	boxsizer_range.Add(sizer)
555
556	boxsizer_range.Add((10,15))
557	boxsizer_range.Add(sizer_fit)
558	if is_2Ddata:
559	self.btEditMask.Enable()
560	self.EditMask_title.Enable()
561	else:
562	self.btEditMask.Disable()
563	self.EditMask_title.Disable()
564	## save state
565	self.save_current_state()
566	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
567	self.sizer5.Layout()
568
569
570	def _fill_model_sizer(self, sizer):
571	"""
572	fill sizer containing model info
573	"""
574	##Add model function Details button in fitpanel.
575	##The following 3 lines are for Mac. Let JHC know before modifying...
576	title = "Model"
577	self.formfactorbox = None
578	self.multifactorbox = None
579	self.mbox_description= wx.StaticBox(self, -1,str(title))
580	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
581	self.mbox_description.SetForegroundColour(wx.RED)
582	id = wx.NewId()
583	self.model_help =wx.Button(self,id,'Details', size=(80,23))
584	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
585	self.model_help.SetToolTipString("Model Function Help")
586	id = wx.NewId()
587	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
588	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
589	hint = "toggle view of model from 1D to 2D or 2D to 1D"
590	self.model_view.SetToolTipString(hint)
591
592	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
593	style=wx.RB_GROUP)
594	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
595	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
596	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
597
598	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
599	id= self.shape_rbutton.GetId())
600	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
601	id= self.shape_indep_rbutton.GetId())
602	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
603	id= self.struct_rbutton.GetId())
604	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
605	id= self.plugin_rbutton.GetId())
606	#MAC needs SetValue
607	self.shape_rbutton.SetValue(True)
608
609	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
610	sizer_radiobutton.Add(self.shape_rbutton)
611	sizer_radiobutton.Add(self.shape_indep_rbutton)
612	#sizer_radiobutton.Add((5, 5))
613	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
614	sizer_radiobutton.Add(self.plugin_rbutton)
615	sizer_radiobutton.Add(self.struct_rbutton)
616	#sizer_radiobutton.Add((5, 5))
617	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
618
619	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
620	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
621
622	self.text1 = wx.StaticText(self,-1,"" )
623	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
624	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
625	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
626	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
627	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
628
629	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
630	if self.model!= None:
631	self.formfactorbox.SetValue(self.model.name)
632	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
633	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
634	self.initialize_combox()
635	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
636
637	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
638	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
639	## check model type to show sizer
640	if self.model !=None:
641	self._set_model_sizer_selection(self.model)
642
643	sizer_selection.Add(self.text1)
644	sizer_selection.Add((5, 5))
645	sizer_selection.Add(self.formfactorbox)
646	sizer_selection.Add((5, 5))
647	sizer_selection.Add(self.text2)
648	sizer_selection.Add((5, 5))
649	sizer_selection.Add(self.structurebox)
650
651	mutifactor_selection.Add((10,5))
652	mutifactor_selection.Add(self.mutifactor_text)
653	mutifactor_selection.Add(self.multifactorbox)
654	mutifactor_selection.Add((5, 5))
655	mutifactor_selection.Add(self.mutifactor_text1)
656	mutifactor_selection.Add((10, 5))
657	mutifactor_selection.Add(self.show_sld_button)
658
659
660	boxsizer1.Add(sizer_radiobutton)
661	boxsizer1.Add((10, 10))
662	boxsizer1.Add(sizer_selection)
663	boxsizer1.Add((10, 10))
664	boxsizer1.Add(mutifactor_selection)
665
666	self._set_multfactor_combobox()
667	self.multifactorbox.SetSelection(1)
668	self.show_sld_button.Hide()
669	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
670	sizer.Layout()
671
672	def _set_sizer_dispersion(self):
673	"""
674	draw sizer with gaussian dispersity parameters
675	"""
676	self.fittable_param=[]
677	self.fixed_param=[]
678	self.orientation_params_disp=[]
679
680	self.sizer4_4.Clear(True)
681	if self.model==None:
682	##no model is selected
683	return
684	if not self.enable_disp.GetValue():
685	## the user didn't select dispersity display
686	return
687
688	self._reset_dispersity()
689
690	## fill a sizer with the combobox to select dispersion type
691	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
692	model_disp = wx.StaticText(self, -1, 'Function')
693	CHECK_STATE = self.cb1.GetValue()
694	import sans.models.dispersion_models
695	self.polydisp= sans.models.dispersion_models.models
696
697	ix = 0
698	iy = 0
699	disp = wx.StaticText(self, -1, ' ')
700	self.sizer4_4.Add(disp,( iy, ix),(1,1),
701	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
702	ix += 1
703	values = wx.StaticText(self, -1, 'PD[ratio]')
704	polytext = "Polydispersity (= STD/mean); "
705	polytext += "the standard deviation over the mean value."
706	values.SetToolTipString(polytext)
707
708	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
709	0)
710	ix +=2
711	if self.is_mac:
712	err_text = 'Error'
713	else:
714	err_text = ''
715	self.text_disp_1 = wx.StaticText(self, -1, err_text)
716	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
717	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
718
719
720	ix +=1
721	self.text_disp_min = wx.StaticText(self, -1, 'Min')
722	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
723	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
724
725	ix +=1
726	self.text_disp_max = wx.StaticText(self, -1, 'Max')
727	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
728	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
729
730	ix += 1
731	npts = wx.StaticText(self, -1, 'Npts')
732	npts.SetToolTipString("Number of sampling points for the numerical\n\
733	integration over the distribution function.")
734	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
735	ix += 1
736	nsigmas = wx.StaticText(self, -1, 'Nsigs')
737	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
738	of the distribution function will be used for weighting. \n\
739	The value '3' covers 99.5% for Gaussian distribution \n\
740	function. Note: Not recommended to change this value.")
741	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
742	0)
743	ix +=1
744	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
745	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
746
747	if self.engine_type=="park":
748	self.text_disp_max.Show(True)
749	self.text_disp_min.Show(True)
750
751	for item in self.model.dispersion.keys():
752	if not item in self.model.orientation_params:
753	if not self.disp_cb_dict.has_key(item):
754	self.disp_cb_dict[item]= None
755	name0="Distribution of " + item
756	name1=item+".width"
757	name2=item+".npts"
758	name3=item+".nsigmas"
759	if not self.model.details.has_key(name1):
760	self.model.details [name1] = ["",None,None]
761
762	iy += 1
763	for p in self.model.dispersion[item].keys():
764
765	if p=="width":
766	ix = 0
767	cb = wx.CheckBox(self, -1, name0, (10, 10))
768	cb.SetValue(CHECK_STATE)
769	cb.SetToolTipString("Check mark to fit")
770	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
771	self.sizer4_4.Add( cb,( iy, ix),(1,1),
772	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
773	5)
774	ix = 1
775	value= self.model.getParam(name1)
776	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
777	,style=wx.TE_PROCESS_ENTER)
778	ctl1.SetLabel('PD[ratio]')
779	poly_text = "Polydispersity (STD/mean) of %s\n" % item
780	poly_text += "STD: the standard deviation"
781	poly_text += " from the mean value."
782	ctl1.SetToolTipString(poly_text)
783	ctl1.SetValue(str (format_number(value, True)))
784	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
785	## text to show error sign
786	ix = 2
787	text2=wx.StaticText(self, -1, '+/-')
788	self.sizer4_4.Add(text2,(iy, ix),(1,1),
789	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
790	if not self.is_mac:
791	text2.Hide()
792
793	ix = 3
794	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
795	style=0)
796
797	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
798	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
799	if not self.is_mac:
800	ctl2.Hide()
801
802	ix = 4
803	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
804	20), style=wx.TE_PROCESS_ENTER,
805	text_enter_callback = self._onparamRangeEnter)
806
807	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
808	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
809
810
811	ix = 5
812	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
813	20), style=wx.TE_PROCESS_ENTER,
814	text_enter_callback = self._onparamRangeEnter)
815
816	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
817	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
818
819
820	if self.engine_type=="park":
821	ctl3.Show(True)
822	ctl4.Show(True)
823
824	elif p=="npts":
825	ix = 6
826	value= self.model.getParam(name2)
827	Tctl = self.ModelTextCtrl(self, -1,
828	size=(_BOX_WIDTH/2.2,20),
829	style=wx.TE_PROCESS_ENTER)
830
831	Tctl.SetValue(str (format_number(value)))
832	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
833	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
834	self.fixed_param.append([None,name2, Tctl,None,None,
835	None, None,None])
836	elif p=="nsigmas":
837	ix = 7
838	value= self.model.getParam(name3)
839	Tct2 = self.ModelTextCtrl(self, -1,
840	size=(_BOX_WIDTH/2.2,20),
841	style=wx.TE_PROCESS_ENTER)
842
843	Tct2.SetValue(str (format_number(value)))
844	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
845	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
846	#ix +=1
847	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
848	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
849
850	self.fixed_param.append([None, name3, Tct2,
851	None, None, None,
852	None, None])
853
854
855	ix = 8
856	disp_box = wx.ComboBox(self, -1,size=(65,-1),
857	style=wx.CB_READONLY, name = '%s'% name1)
858	for key, value in self.polydisp.iteritems():
859	name_disp = str(key)
860	disp_box.Append(name_disp,value)
861	disp_box.SetStringSelection("gaussian")
862	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
863	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
864	self.fittable_param.append([cb,name1,ctl1,text2,
865	ctl2, ctl3, ctl4, disp_box])
866
867	ix =0
868	iy +=1
869	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
870	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
871	first_orient = True
872	for item in self.model.dispersion.keys():
873	if item in self.model.orientation_params:
874	if not self.disp_cb_dict.has_key(item):
875	self.disp_cb_dict[item]= None
876	name0="Distribution of " + item
877	name1=item+".width"
878	name2=item+".npts"
879	name3=item+".nsigmas"
880
881	if not self.model.details.has_key(name1):
882	self.model.details [name1] = ["",None,None]
883
884
885	iy += 1
886	for p in self.model.dispersion[item].keys():
887
888	if p=="width":
889	ix = 0
890	cb = wx.CheckBox(self, -1, name0, (10, 10))
891	cb.SetValue(CHECK_STATE)
892	cb.SetToolTipString("Check mark to fit")
893	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
894	self.sizer4_4.Add( cb,( iy, ix),(1,1),
895	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
896	5)
897	if self.data.__class__.__name__ == "Data2D" or \
898	self.enable2D:
899	cb.Show(True)
900	elif cb.IsShown():
901	cb.Hide()
902	ix = 1
903	value= self.model.getParam(name1)
904	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
905	20),style=wx.TE_PROCESS_ENTER)
906	poly_tip = "Absolute Sigma for %s." % item
907	ctl1.SetToolTipString(poly_tip)
908	ctl1.SetValue(str (format_number(value, True)))
909	if self.data.__class__.__name__ == "Data2D" or \
910	self.enable2D:
911	if first_orient:
912	values.SetLabel('PD[ratio], Sig[deg]')
913	poly_text = "PD(polydispersity for lengths):\n"
914	poly_text += "It should be a value between"
915	poly_text += "0 and 1\n"
916	poly_text += "Sigma for angles: \n"
917	poly_text += "It is the STD (ratio*mean)"
918	poly_text += " of the distribution.\n "
919
920	values.SetToolTipString(poly_text)
921	first_orient = False
922	ctl1.Show(True)
923	elif ctl1.IsShown():
924	ctl1.Hide()
925
926	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
927	## text to show error sign
928	ix = 2
929	text2=wx.StaticText(self, -1, '+/-')
930	self.sizer4_4.Add(text2,(iy, ix),(1,1),
931	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
932
933	text2.Hide()
934
935	ix = 3
936	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
937	style=0)
938
939	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
940	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
941
942	ctl2.Hide()
943	if self.data.__class__.__name__ == "Data2D" or \
944	self.enable2D:
945	if self.is_mac:
946	text2.Show(True)
947	ctl2.Show(True)
948
949	ix = 4
950	ctl3 = self.ModelTextCtrl(self, -1,
951	size=(_BOX_WIDTH/2,20),
952	style=wx.TE_PROCESS_ENTER,
953	text_enter_callback = self._onparamRangeEnter)
954
955	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
956	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
957
958	ctl3.Hide()
959
960	ix = 5
961	ctl4 = self.ModelTextCtrl(self, -1,
962	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
963	text_enter_callback = self._onparamRangeEnter)
964	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
965	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
966	ctl4.Hide()
967
968	if self.data.__class__.__name__ == "Data2D" or \
969	self.enable2D:
970	ctl3.Show(True)
971	ctl4.Show(True)
972
973	elif p=="npts":
974	ix = 6
975	value= self.model.getParam(name2)
976	Tctl = self.ModelTextCtrl(self, -1,
977	size=(_BOX_WIDTH/2.2, 20),
978	style=wx.TE_PROCESS_ENTER)
979
980	Tctl.SetValue(str (format_number(value)))
981	if self.data.__class__.__name__ == "Data2D" or \
982	self.enable2D:
983	Tctl.Show(True)
984	else:
985	Tctl.Hide()
986	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
987	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
988	self.fixed_param.append([None,name2, Tctl,None,None,
989	None, None,None])
990	self.orientation_params_disp.append([None,name2,
991	Tctl,None,None,
992	None, None,None])
993	elif p=="nsigmas":
994	ix = 7
995	value= self.model.getParam(name3)
996	Tct2 = self.ModelTextCtrl(self, -1,
997	size=(_BOX_WIDTH/2.2,20),
998	style=wx.TE_PROCESS_ENTER)
999
1000	Tct2.SetValue(str (format_number(value)))
1001	if self.data.__class__.__name__ == "Data2D" or \
1002	self.enable2D:
1003	Tct2.Show(True)
1004	else:
1005	Tct2.Hide()
1006	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
1007	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
1008
1009
1010	self.fixed_param.append([None,name3, Tct2
1011	,None,None, None, None,None])
1012
1013	self.orientation_params_disp.append([None,name3,
1014	Tct2 ,None,None, None, None,None])
1015
1016
1017	ix = 8
1018	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1019	style=wx.CB_READONLY, name = '%s'% name1)
1020	for key, value in self.polydisp.iteritems():
1021	name_disp = str(key)
1022	disp_box.Append(name_disp,value)
1023	disp_box.SetStringSelection("gaussian")
1024	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1025	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1026	self.fittable_param.append([cb,name1,ctl1,text2,
1027	ctl2, ctl3, ctl4, disp_box])
1028	self.orientation_params_disp.append([cb,name1,ctl1,
1029	text2, ctl2, ctl3, ctl4, disp_box])
1030
1031	if self.data.__class__.__name__ == "Data2D" or \
1032	self.enable2D:
1033	disp_box.Show(True)
1034	else:
1035	disp_box.Hide()
1036
1037
1038	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1039
1040	self.state.model = self.model.clone()
1041	## save state into
1042	self.state.cb1 = self.cb1.GetValue()
1043	self._copy_parameters_state(self.parameters, self.state.parameters)
1044	self._copy_parameters_state(self.orientation_params_disp,
1045	self.state.orientation_params_disp)
1046	self._copy_parameters_state(self.fittable_param,
1047	self.state.fittable_param)
1048	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1049
1050
1051	wx.PostEvent(self.parent, StatusEvent(status=\
1052	" Selected Distribution: Gaussian"))
1053	#Fill the list of fittable parameters
1054	#self.select_all_param(event=None)
1055	self.get_all_checked_params()
1056	self.Layout()
1057
1058
1059	def _onDraw(self, event):
1060	"""
1061	Update and Draw the model
1062	"""
1063	if self.model ==None:
1064	msg="Please select a Model first..."
1065	wx.MessageBox(msg, 'Info')
1066
1067	return
1068	flag = self._update_paramv_on_fit()
1069	wx.CallAfter(self._onparamEnter_helper)
1070	if not flag:
1071	msg= "The parameters are invalid"
1072	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1073	return
1074
1075
1076	def _onFit(self, event):
1077	"""
1078	Allow to fit
1079	"""
1080	if event != None:
1081	event.Skip()
1082	if len(self.parent._manager.fit_thread_list)>0 and\
1083	self.parent._manager._fit_engine != "park" and\
1084	self._manager.sim_page.uid == self.uid:
1085	msg = "The FitEnging will be set to 'ParkMC'\n"
1086	msg += " to fit with more than one data set..."
1087	wx.MessageBox(msg, 'Info')
1088	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1089	# "Fitting: %s"%msg))
1090
1091	if self.data is None:
1092	msg = "Please get Data first..."
1093	wx.MessageBox(msg, 'Info')
1094	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1095	"Fit: %s" % msg))
1096	return
1097	if self.model is None:
1098	msg = "Please select a Model first..."
1099	wx.MessageBox(msg, 'Info')
1100	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1101	"Fit: %s"%msg, type="stop"))
1102	return
1103
1104	if len(self.param_toFit) <= 0:
1105	msg= "Select at least one parameter to fit"
1106	wx.MessageBox(msg, 'Info')
1107	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1108	type="stop" ))
1109	return
1110
1111	flag = self._update_paramv_on_fit()
1112
1113	if not flag:
1114	msg= "Fitting range or parameters are invalid"
1115	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1116	type="stop"))
1117	return
1118
1119	self.select_param(event =None)
1120
1121	#Clear errors if exist from previous fitting
1122	#self._clear_Err_on_Fit()
1123
1124	# Remove or do not allow fitting on the Q=0 point, especially
1125	# when y(q=0)=None at x[0].
1126	self.qmin_x = float(self.qmin.GetValue())
1127	self.qmax_x = float(self.qmax.GetValue())
1128	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1129	self._manager.schedule_for_fit(uid=self.uid,value=1)
1130	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1131	qmax=self.qmax_x)
1132	#single fit
1133	self._manager.onFit(uid=self.uid)
1134	self.btFit.SetLabel("Stop")
1135	self.bind_fit_button()
1136
1137	def get_weight_flag(self):
1138	"""
1139	Get flag corresponding to a given weighting dI data.
1140	"""
1141	button_list = [self.dI_noweight,
1142	self.dI_didata,
1143	self.dI_sqrdata,
1144	self.dI_idata]
1145	flag = 1
1146	for item in button_list:
1147	if item.GetValue():
1148	if button_list.index(item) == 0:
1149	flag = 0 #dy = numpy.ones_like(dy_data)
1150	elif button_list.index(item) == 1:
1151	flag = 1 #dy = dy_data
1152	elif button_list.index(item) == 2:
1153	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1154	elif button_list.index(item) == 3:
1155	flag = 3 # dy = numpy.abs(data)
1156	break
1157	return flag
1158
1159	def bind_fit_button(self):
1160	"""
1161	bind the fit button to either fit handler or stop fit handler
1162	"""
1163	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1164	if self.btFit.GetLabel().lower() == "stop":
1165	self.fit_started = True
1166	self.btFit.SetForegroundColour('red')
1167	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1168	id=self.btFit.GetId())
1169	elif self.btFit.GetLabel().lower() == "fit":
1170	self.fit_started = False
1171	self.btFit.SetDefault()
1172	self.btFit.SetForegroundColour('black')
1173	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1174	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1175	id=self.btFit.GetId())
1176	else:
1177	msg = "FitPage: fit button has unknown label"
1178	raise ValuerError, msg
1179	self._manager._reset_schedule_problem(value=0)
1180
1181	def is_fitting(self):
1182	if self.fit_started:
1183	self._StopFit(event=None)
1184
1185	def _StopFit(self, event=None):
1186	"""
1187	Stop fit
1188	"""
1189	#time.sleep(0.1)
1190	if event != None:
1191	event.Skip()
1192	#if self.engine_type=="scipy":
1193	self._manager.stop_fit(self.uid)
1194	self._manager._reset_schedule_problem(value=0)
1195	self._on_fit_complete()
1196
1197	def rename_model(self):
1198	"""
1199	find a short name for model
1200	"""
1201	if self.model is not None:
1202	self.model.name = "M" + str(self.index_model)
1203
1204
1205	def _on_select_model(self, event=None):
1206	"""
1207	call back for model selection
1208	"""
1209	self.Show(False)
1210	copy_flag = ''
1211	is_poly_enabled = None
1212	if event != None:
1213	if (event.GetEventObject() == self.formfactorbox\
1214	and self.structurebox.GetLabel() != 'None')\
1215	or event.GetEventObject() == self.structurebox\
1216	or event.GetEventObject() == self.multifactorbox:
1217	copy_flag = self.get_copy_params()
1218	is_poly_enabled = self.enable_disp.GetValue()
1219
1220	self._on_select_model_helper()
1221	self.set_model_param_sizer(self.model)
1222	if self.model is None:
1223	self._set_bookmark_flag(False)
1224	self._keep.Enable(False)
1225	self._set_save_flag(False)
1226	self.enable_disp.SetValue(False)
1227	self.disable_disp.SetValue(True)
1228	try:
1229	self.set_dispers_sizer()
1230	except:
1231	pass
1232	#self.btFit.SetFocus()
1233	self.state.enable_disp = self.enable_disp.GetValue()
1234	self.state.disable_disp = self.disable_disp.GetValue()
1235	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1236	self.state.slit_smearer = self.slit_smearer.GetValue()
1237
1238	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1239	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1240	self.enable_fit_button()
1241	if self.model != None:
1242	self.rename_model()
1243	self._set_copy_flag(True)
1244	self._set_paste_flag(True)
1245	if self.data is not None:
1246	is_data = check_data_validity(self.data)
1247	if is_data:
1248	self._set_bookmark_flag(True)
1249	self._keep.Enable(True)
1250	#self._set_save_flag(True)
1251	# Reset smearer, model and data
1252	#self._set_smear(self.data)
1253
1254	# more disables for 2D
1255	self._set_smear_buttons()
1256
1257	try:
1258	# update smearer sizer
1259	self.onSmear(None)
1260	temp_smear = None
1261	if not self.disable_smearer.GetValue():
1262	# Set the smearer environments
1263	temp_smear = self.current_smearer
1264	except:
1265	raise
1266	## error occured on chisqr computation
1267	#pass
1268	## event to post model to fit to fitting plugins
1269	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1270
1271	## set smearing value whether or not
1272	# the data contain the smearing info
1273	evt = ModelEventbox(model=self.model,
1274	smearer=temp_smear,
1275	enable_smearer=not self.disable_smearer.GetValue(),
1276	qmin=float(self.qmin_x),
1277	uid=self.uid,
1278	caption=self.window_caption,
1279	qmax=float(self.qmax_x))
1280
1281	self._manager._on_model_panel(evt=evt)
1282	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1283	self.mbox_description.SetForegroundColour(wx.BLUE)
1284	self.state.model = self.model.clone()
1285	self.state.model.name = self.model.name
1286
1287
1288	if event != None:
1289	## post state to fit panel
1290	new_event = PageInfoEvent(page = self)
1291	wx.PostEvent(self.parent, new_event)
1292	#update list of plugins if new plugin is available
1293	if self.plugin_rbutton.GetValue():
1294	temp = self.parent.update_model_list()
1295	if temp:
1296	self.model_list_box = temp
1297	current_val = self.formfactorbox.GetValue()
1298	pos = self.formfactorbox.GetSelection()
1299	self._show_combox_helper()
1300	self.formfactorbox.SetSelection(pos)
1301	self.formfactorbox.SetValue(current_val)
1302	# when select a model only from guictr/button
1303	if is_poly_enabled != None:
1304	self.enable_disp.SetValue(is_poly_enabled)
1305	self.disable_disp.SetValue(not is_poly_enabled)
1306	self._set_dipers_Param(event=None)
1307	self.state.enable_disp = self.enable_disp.GetValue()
1308	self.state.disable_disp = self.disable_disp.GetValue()
1309
1310	# Keep the previous param values
1311	if copy_flag:
1312	self.get_paste_params(copy_flag)
1313
1314	self._onDraw(event=None)
1315	else:
1316	self._draw_model()
1317	self.SetupScrolling()
1318	self.Show(True)
1319
1320	def _onparamEnter(self,event):
1321	"""
1322	when enter value on panel redraw model according to changed
1323	"""
1324	if self.model ==None:
1325	msg="Please select a Model first..."
1326	wx.MessageBox(msg, 'Info')
1327	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1328	# "Parameters: %s"%msg))
1329	return
1330
1331	#default flag
1332	flag = False
1333	self.fitrange = True
1334	#get event object
1335	tcrtl = event.GetEventObject()
1336
1337	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1338	# updating ... ",type="update"))
1339	#Clear msg if previously shown.
1340	msg= ""
1341	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1342
1343	if check_float(tcrtl):
1344	flag = self._onparamEnter_helper()
1345	self.set_npts2fit()
1346	if self.fitrange:
1347	temp_smearer = None
1348	if not self.disable_smearer.GetValue():
1349	temp_smearer= self.current_smearer
1350	## set smearing value whether or not
1351	# the data contain the smearing info
1352	if self.slit_smearer.GetValue():
1353	flag1 = self.update_slit_smear()
1354	flag = flag or flag1
1355	elif self.pinhole_smearer.GetValue():
1356	flag1 = self.update_pinhole_smear()
1357	flag = flag or flag1
1358	elif self.data.__class__.__name__ != "Data2D" and \
1359	not self.enable2D:
1360	self._manager.set_smearer(smearer=temp_smearer,
1361	fid=self.data.id,
1362	uid=self.uid,
1363	qmin= float(self.qmin_x),
1364	qmax= float(self.qmax_x),
1365	enable_smearer=not self.disable_smearer.GetValue(),
1366	draw=True)
1367	if flag:
1368	#self.compute_chisqr(smearer= temp_smearer)
1369
1370	## new state posted
1371	if self.state_change:
1372	#self._undo.Enable(True)
1373	event = PageInfoEvent(page = self)
1374	wx.PostEvent(self.parent, event)
1375	self.state_change= False
1376	else:
1377	# invalid fit range: do nothing here:
1378	# msg already displayed in validate
1379	return
1380	else:
1381	self.save_current_state()
1382	msg= "Cannot Plot :Must enter a number!!! "
1383	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1384
1385	self.save_current_state()
1386	return
1387
1388	def _onparamRangeEnter(self, event):
1389	"""
1390	Check validity of value enter in the parameters range field
1391	"""
1392	#if self.check_invalid_panel():
1393	# return
1394	tcrtl= event.GetEventObject()
1395	#Clear msg if previously shown.
1396	msg= ""
1397	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1398	# Flag to register when a parameter has changed.
1399	is_modified = False
1400	if tcrtl.GetValue().lstrip().rstrip()!="":
1401	try:
1402	value = float(tcrtl.GetValue())
1403	tcrtl.SetBackgroundColour(wx.WHITE)
1404	self._check_value_enter(self.fittable_param ,is_modified)
1405	self._check_value_enter(self.parameters ,is_modified)
1406	except:
1407	tcrtl.SetBackgroundColour("pink")
1408	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1409	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1410	return
1411	else:
1412	tcrtl.SetBackgroundColour(wx.WHITE)
1413
1414	#self._undo.Enable(True)
1415	self.save_current_state()
1416	event = PageInfoEvent(page = self)
1417	wx.PostEvent(self.parent, event)
1418	self.state_change= False
1419
1420
1421	def _onQrangeEnter(self, event):
1422	"""
1423	Check validity of value enter in the Q range field
1424	"""
1425	tcrtl = event.GetEventObject()
1426	#Clear msg if previously shown.
1427	msg= ""
1428	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1429	# Flag to register when a parameter has changed.
1430	is_modified = False
1431	if tcrtl.GetValue().lstrip().rstrip()!="":
1432	try:
1433	value = float(tcrtl.GetValue())
1434	tcrtl.SetBackgroundColour(wx.WHITE)
1435
1436	# If qmin and qmax have been modified, update qmin and qmax
1437	if self._validate_qrange( self.qmin, self.qmax):
1438	tempmin = float(self.qmin.GetValue())
1439	if tempmin != self.qmin_x:
1440	self.qmin_x = tempmin
1441	tempmax = float(self.qmax.GetValue())
1442	if tempmax != self.qmax_x:
1443	self.qmax_x = tempmax
1444	else:
1445	tcrtl.SetBackgroundColour("pink")
1446	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1447	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1448	return
1449
1450	except:
1451	tcrtl.SetBackgroundColour("pink")
1452	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1453	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1454	return
1455	#Check if # of points for theory model are valid(>0).
1456	# check for 2d
1457	if self.data.__class__.__name__ == "Data2D" or \
1458	self.enable2D:
1459	# set mask
1460	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1461	self.data.qy_data*self.data.qy_data )
1462	index_data = ((self.qmin_x <= radius)& \
1463	(radius<= self.qmax_x))
1464	index_data = (index_data)&(self.data.mask)
1465	index_data = (index_data)&(numpy.isfinite(self.data.data))
1466	if len(index_data[index_data]) < 10:
1467	msg = "Cannot Plot :No or too little npts in"
1468	msg += " that data range!!! "
1469	wx.PostEvent(self.parent.parent,
1470	StatusEvent(status=msg))
1471	return
1472	else:
1473	self.data.mask = index_data
1474	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1475	self.set_npts2fit()
1476	else:
1477	index_data = ((self.qmin_x <= self.data.x)& \
1478	(self.data.x <= self.qmax_x))
1479	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1480
1481	self.npts_x = self.Npts_total.GetValue()
1482	self.create_default_data()
1483	self._save_plotting_range()
1484	else:
1485	tcrtl.SetBackgroundColour("pink")
1486	msg= "Model Error:wrong value entered!!!"
1487	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1488
1489	self._draw_model()
1490	self.save_current_state()
1491	event = PageInfoEvent(page = self)
1492	wx.PostEvent(self.parent, event)
1493	self.state_change= False
1494	return
1495
1496	def _clear_Err_on_Fit(self):
1497	"""
1498	hide the error text control shown
1499	after fitting
1500	"""
1501	if self.is_mac:
1502	return
1503	if hasattr(self,"text2_3"):
1504	self.text2_3.Hide()
1505
1506	if len(self.parameters)>0:
1507	for item in self.parameters:
1508	#Skip t ifhe angle parameters if 1D data
1509	if self.data.__class__.__name__ != "Data2D" and \
1510	not self.enable2D:
1511	if item in self.orientation_params:
1512	continue
1513	if item in self.param_toFit:
1514	continue
1515	## hide statictext +/-
1516	if len(item) < 4 :
1517	continue
1518	if item[3]!=None and item[3].IsShown():
1519	item[3].Hide()
1520	## hide textcrtl for error after fit
1521	if item[4]!=None and item[4].IsShown():
1522	item[4].Hide()
1523
1524	if len(self.fittable_param)>0:
1525	for item in self.fittable_param:
1526	#Skip t ifhe angle parameters if 1D data
1527	if self.data.__class__.__name__ != "Data2D" and \
1528	not self.enable2D:
1529	if item in self.orientation_params:
1530	continue
1531	if item in self.param_toFit:
1532	continue
1533	if len(item) < 4 :
1534	continue
1535	## hide statictext +/-
1536	if item[3]!=None and item[3].IsShown():
1537	item[3].Hide()
1538	## hide textcrtl for error after fit
1539	if item[4]!=None and item[4].IsShown():
1540	item[4].Hide()
1541	return
1542
1543	def _get_defult_custom_smear(self):
1544	"""
1545	Get the defult values for custum smearing.
1546	"""
1547	# get the default values
1548	if self.dxl == None: self.dxl = 0.0
1549	if self.dxw == None: self.dxw = ""
1550	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1551	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1552
1553	def _get_smear_info(self):
1554	"""
1555	Get the smear info from data.
1556
1557	:return: self.smear_type, self.dq_l and self.dq_r,
1558	respectively the type of the smear, dq_min and
1559	dq_max for pinhole smear data
1560	while dxl and dxw for slit smear
1561
1562	"""
1563
1564	# default
1565	self.smear_type = None
1566	self.dq_l = None
1567	self.dq_r = None
1568	data = self.data
1569	if self.data is None:
1570	return
1571	elif self.data.__class__.__name__ == "Data2D" or \
1572	self.enable2D:
1573	if data.dqx_data == None or data.dqy_data ==None:
1574	return
1575	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1576	(data.dqx_data.any()!=0):
1577	self.smear_type = "Pinhole2d"
1578	self.dq_l = format_number(numpy.average(data.dqx_data))
1579	self.dq_r = format_number(numpy.average(data.dqy_data))
1580	return
1581	else:
1582	return
1583	# check if it is pinhole smear and get min max if it is.
1584	if data.dx != None and all(data.dx !=0):
1585	self.smear_type = "Pinhole"
1586	self.dq_l = data.dx[0]
1587	self.dq_r = data.dx[-1]
1588
1589	# check if it is slit smear and get min max if it is.
1590	elif data.dxl != None or data.dxw != None:
1591	self.smear_type = "Slit"
1592	if data.dxl != None and all(data.dxl !=0):
1593	self.dq_l = data.dxl[0]
1594	if data.dxw != None and all(data.dxw !=0):
1595	self.dq_r = data.dxw[0]
1596	#return self.smear_type,self.dq_l,self.dq_r
1597
1598	def _show_smear_sizer(self):
1599	"""
1600	Show only the sizers depending on smear selection
1601	"""
1602	# smear disabled
1603	if self.disable_smearer.GetValue():
1604	self.smear_description_none.Show(True)
1605	# 2Dsmear
1606	elif self._is_2D():
1607	self.smear_description_accuracy_type.Show(True)
1608	self.smear_accuracy.Show(True)
1609	self.smear_description_accuracy_type.Show(True)
1610	self.smear_description_2d.Show(True)
1611	self.smear_description_2d_x.Show(True)
1612	self.smear_description_2d_y.Show(True)
1613	if self.pinhole_smearer.GetValue():
1614	self.smear_pinhole_min.Show(True)
1615	self.smear_pinhole_max.Show(True)
1616	# smear from data
1617	elif self.enable_smearer.GetValue():
1618
1619	self.smear_description_dqdata.Show(True)
1620	if self.smear_type != None:
1621	self.smear_description_smear_type.Show(True)
1622	if self.smear_type == 'Slit':
1623	self.smear_description_slit_height.Show(True)
1624	self.smear_description_slit_width.Show(True)
1625	elif self.smear_type == 'Pinhole':
1626	self.smear_description_pin_min.Show(True)
1627	self.smear_description_pin_max.Show(True)
1628	self.smear_description_smear_type.Show(True)
1629	self.smear_description_type.Show(True)
1630	self.smear_data_left.Show(True)
1631	self.smear_data_right.Show(True)
1632	# custom pinhole smear
1633	elif self.pinhole_smearer.GetValue():
1634	if self.smear_type == 'Pinhole':
1635	self.smear_message_new_p.Show(True)
1636	self.smear_description_pin_min.Show(True)
1637	self.smear_description_pin_max.Show(True)
1638
1639	self.smear_pinhole_min.Show(True)
1640	self.smear_pinhole_max.Show(True)
1641	# custom slit smear
1642	elif self.slit_smearer.GetValue():
1643	self.smear_message_new_s.Show(True)
1644	self.smear_description_slit_height.Show(True)
1645	self.smear_slit_height.Show(True)
1646	self.smear_description_slit_width.Show(True)
1647	self.smear_slit_width.Show(True)
1648
1649	def _hide_all_smear_info(self):
1650	"""
1651	Hide all smearing messages in the set_smearer sizer
1652	"""
1653	self.smear_description_none.Hide()
1654	self.smear_description_dqdata.Hide()
1655	self.smear_description_type.Hide()
1656	self.smear_description_smear_type.Hide()
1657	self.smear_description_accuracy_type.Hide()
1658	self.smear_description_2d_x.Hide()
1659	self.smear_description_2d_y.Hide()
1660	self.smear_description_2d.Hide()
1661
1662	self.smear_accuracy.Hide()
1663	self.smear_data_left.Hide()
1664	self.smear_data_right.Hide()
1665	self.smear_description_pin_min.Hide()
1666	self.smear_pinhole_min.Hide()
1667	self.smear_description_pin_max.Hide()
1668	self.smear_pinhole_max.Hide()
1669	self.smear_description_slit_height.Hide()
1670	self.smear_slit_height.Hide()
1671	self.smear_description_slit_width.Hide()
1672	self.smear_slit_width.Hide()
1673	self.smear_message_new_p.Hide()
1674	self.smear_message_new_s.Hide()
1675
1676	def _set_accuracy_list(self):
1677	"""
1678	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1679	"""
1680	# list of accuracy choices
1681	list = ['Low','Med','High','Xhigh']
1682	for idx in range(len(list)):
1683	self.smear_accuracy.Append(list[idx],idx)
1684
1685	def _set_fun_box_list(self,fun_box):
1686	"""
1687	Set the list of func for multifunctional models
1688	"""
1689	# Check if it is multi_functional model
1690	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1691	and not self.temp_multi_functional:
1692	return None
1693	# Get the func name list
1694	list = self.model.fun_list
1695	if len(list) == 0:
1696	return None
1697	# build function (combo)box
1698	ind = 0
1699	while(ind < len(list)):
1700	for key, val in list.iteritems():
1701	if (val == ind):
1702	fun_box.Append(key,val)
1703	break
1704	ind += 1
1705
1706	def _on_select_accuracy(self,event):
1707	"""
1708	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1709	"""
1710	#event.Skip()
1711	# Check if the accuracy is same as before
1712	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1713	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1714	if self.pinhole_smearer.GetValue():
1715	self.onPinholeSmear(event=None)
1716	else:
1717	self.onSmear(event=None)
1718	if self.current_smearer != None:
1719	self.current_smearer.set_accuracy(accuracy =
1720	self.smear2d_accuracy)
1721	event.Skip()
1722
1723	def _on_fun_box(self,event):
1724	"""
1725	Select an func: Erf,Rparabola,LParabola
1726	"""
1727	fun_val = None
1728	fun_box = event.GetEventObject()
1729	name = fun_box.Name
1730	value = fun_box.GetValue()
1731	if self.model.fun_list.has_key(value):
1732	fun_val = self.model.fun_list[value]
1733
1734	self.model.setParam(name,fun_val)
1735	# save state
1736	self._copy_parameters_state(self.str_parameters,
1737	self.state.str_parameters)
1738	# update params
1739	self._update_paramv_on_fit()
1740	# draw
1741	self._draw_model()
1742	self.Refresh()
1743	# get ready for new event
1744	event.Skip()
1745
1746	def _onMask(self, event):
1747	"""
1748	Build a panel to allow to edit Mask
1749	"""
1750
1751	from sans.guiframe.local_perspectives.plotting.masking \
1752	import MaskPanel as MaskDialog
1753
1754	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1755	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1756	self.panel.ShowModal()
1757	#wx.PostEvent(self.parent, event)
1758
1759	def _draw_masked_model(self, event):
1760	"""
1761	Draw model image w/mask
1762	"""
1763	#event.Skip()
1764	is_valid_qrange = self._update_paramv_on_fit()
1765
1766	if is_valid_qrange and self.model != None:
1767	#self.panel.Show(0)
1768	#self.panel.Destroy() # frame
1769	self.panel.MakeModal(False)
1770	event.Skip()
1771	# try re draw the model plot if it exists
1772	self._draw_model()
1773	self.set_npts2fit()
1774	elif self.model == None:
1775	#self.panel.Show(0)
1776	#self.panel.Destroy() # frame
1777	self.panel.MakeModal(False)
1778	event.Skip()
1779	self.set_npts2fit()
1780	msg= "No model is found on updating MASK in the model plot... "
1781	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1782	else:
1783	event.Skip()
1784	msg = ' Please consider your Q range, too.'
1785	self.panel.ShowMessage(msg)
1786
1787
1788	def _set_smear(self, data):
1789	"""
1790	"""
1791	if data is None:
1792	return
1793	self.current_smearer = smear_selection(data, self.model)
1794	flag = self.disable_smearer.GetValue()
1795	self.disable_smearer.SetValue(flag)
1796	if self.current_smearer == None:
1797	self.enable_smearer.Disable()
1798	else:
1799	self.enable_smearer.Enable()
1800	if not flag:
1801	self.onSmear(None)
1802
1803	def _mac_sleep(self, sec=0.2):
1804	"""
1805	Give sleep to MAC
1806	"""
1807	if self.is_mac:
1808	time.sleep(sec)
1809
1810	def get_view_mode(self):
1811	"""
1812	return True if the panel allow 2D or False if 1D
1813	"""
1814	return self.enable2D
1815
1816	def compute_data_set_range(self, data_list):
1817	"""
1818	find the range that include all data in the set
1819	return the minimum and the maximum values
1820	"""
1821	if data_list is not None and data_list != []:
1822	for data in data_list:
1823	qmin, qmax, npts = self.compute_data_range(data)
1824	self.qmin_data_set = min(self.qmin_data_set, qmin)
1825	self.qmax_data_set = max(self.qmax_data_set, qmax)
1826	self.npts_data_set += npts
1827	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1828
1829	def compute_data_range(self, data):
1830	"""
1831	compute the minimum and the maximum range of the data
1832	return the npts contains in data
1833	:param data:
1834	"""
1835	qmin, qmax, npts = None, None, None
1836	if data is not None:
1837	if not hasattr(data,"data"):
1838	qmin = min(data.x)
1839	# Maximum value of data
1840	qmax = max(data.x)
1841	npts = len(data.x)
1842	else:
1843	qmin = 0
1844	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1845	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1846	## Maximum value of data
1847	qmax = math.sqrt(xx + yy)
1848	npts = len(data.data)
1849	return qmin, qmax, npts
1850
1851
1852	def set_data(self, data):
1853	"""
1854	reset the current data
1855	"""
1856	from sans.guiframe.dataFitting import check_data_validity
1857	id = None
1858	flag = False
1859	is_data = False
1860	if self.data is not None:
1861	is_data = check_data_validity(self.data)
1862	if not is_data and data is not None:
1863	flag = True
1864	if data is not None:
1865	id = data.id
1866	if is_data:
1867	self.graph_id = self.data.group_id
1868	flag = (data.id != self.data.id)
1869	self.data = data
1870	if check_data_validity(data):
1871	self.graph_id = data.group_id
1872	self.data.group_id = self.graph_id
1873
1874	if self.data is None:
1875	data_name = ""
1876	self._set_bookmark_flag(False)
1877	self._keep.Enable(False)
1878	self._set_save_flag(False)
1879	else:
1880	if self.model != None:
1881	self._set_bookmark_flag(True)
1882	self._keep.Enable(True)
1883
1884	self._set_save_flag(True)
1885	self._set_preview_flag(True)
1886
1887	self._set_smear(data)
1888	# more disables for 2D
1889	if self.data.__class__.__name__ == "Data2D" or \
1890	self.enable2D:
1891	self.slit_smearer.Disable()
1892	self.pinhole_smearer.Enable(True)
1893	self.default_mask = copy.deepcopy(self.data.mask)
1894	if self.data.err_data == None or\
1895	(self.data.err_data == 1).all() or\
1896	(self.data.err_data == 0).all():
1897	self.dI_didata.Enable(False)
1898	self.dI_noweight.SetValue(True)
1899	self.weightbt_string = self.dI_noweight.GetLabelText()
1900	else:
1901	self.dI_didata.Enable(True)
1902	self.dI_didata.SetValue(True)
1903	self.weightbt_string = self.dI_didata.GetLabelText()
1904	else:
1905	self.slit_smearer.Enable(True)
1906	self.pinhole_smearer.Enable(True)
1907	if self.data.dy == None or\
1908	(self.data.dy == 1).all() or\
1909	(self.data.dy == 0).all():
1910	self.dI_didata.Enable(False)
1911	self.dI_noweight.SetValue(True)
1912	self.weightbt_string = self.dI_noweight.GetLabelText()
1913	else:
1914	self.dI_didata.Enable(True)
1915	self.dI_didata.SetValue(True)
1916	self.weightbt_string = self.dI_didata.GetLabelText()
1917	# Enable weighting radio uttons
1918	self.dI_noweight.Enable(True)
1919	self.dI_sqrdata.Enable(True)
1920	self.dI_idata.Enable(True)
1921
1922	self.formfactorbox.Enable()
1923	self.structurebox.Enable()
1924	data_name = self.data.name
1925	_, _, npts = self.compute_data_range(self.data)
1926	#set maximum range for x in linear scale
1927	if not hasattr(self.data, "data"): #Display only for 1D data fit
1928	self.btEditMask.Disable()
1929	self.EditMask_title.Disable()
1930	else:
1931	self.btEditMask.Enable()
1932	self.EditMask_title.Enable()
1933
1934	self.Npts_total.SetValue(str(npts))
1935	#default:number of data points selected to fit
1936	self.Npts_fit.SetValue(str(npts))
1937	self.Npts_total.SetEditable(False)
1938	self.Npts_total.SetBackgroundColour(\
1939	self.GetParent().GetBackgroundColour())
1940
1941	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1942	self.dataSource.SetValue(data_name)
1943	self.state.data = data
1944	self.enable_fit_button()
1945	# send graph_id to page_finder
1946	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1947	#focus the page
1948	if check_data_validity(data):
1949	self.data_box_description.SetForegroundColour(wx.BLUE)
1950	self.on_set_focus(None)
1951	self.Refresh()
1952	#update model plot with new data information
1953	if flag:
1954	#set model view button
1955	self.current_smearer = smear_selection(self.data, self.model)
1956	if self.data.__class__.__name__ == "Data2D":
1957	self.enable2D = True
1958	self.model_view.SetLabel("2D Mode")
1959	else:
1960	self.enable2D = False
1961	self.model_view.SetLabel("1D Mode")
1962	self.model_view.Disable()
1963	#replace data plot on combo box selection
1964	#by removing the previous selected data
1965	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
1966	group_id=self.graph_id, id=id))
1967	#plot the current selected data
1968	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
1969	title=str(self.data.title)))
1970	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
1971	# caption=self.window_name)
1972	self._draw_model()
1973
1974	def _npts_click(self, event):
1975	"""
1976	Prevent further handling of the mouse event on Npts_total
1977	by not calling Skip().
1978	"""
1979	pass
1980
1981	def reset_page(self, state,first=False):
1982	"""
1983	reset the state
1984	"""
1985	self.reset_page_helper(state)
1986	#import sans.guiframe.gui_manager
1987	#evt = ModelEventbox(model=state.model)
1988	#wx.PostEvent(self.event_owner, evt)
1989
1990	if self.engine_type != None:
1991	self._manager._on_change_engine(engine=self.engine_type)
1992
1993	self.select_param(event = None)
1994	#Save state_fit
1995	self.save_current_state_fit()
1996	self._lay_out()
1997	self.Refresh()
1998
1999	def get_range(self):
2000	"""
2001	return the fitting range
2002	"""
2003	return float(self.qmin_x) , float(self.qmax_x)
2004
2005	def get_npts2fit(self):
2006	"""
2007	return numbers of data points within qrange
2008
2009	:Note: This is for Park where chi2 is not normalized by Npts of fit
2010
2011	"""
2012	if self.data is None:
2013	return
2014	npts2fit = 0
2015	qmin,qmax = self.get_range()
2016	if self.data.__class__.__name__ == "Data2D" or \
2017	self.enable2D:
2018	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2019	self.data.qy_data*self.data.qy_data )
2020	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2021	index_data= (index_data)&(self.data.mask)
2022	index_data = (index_data)&(numpy.isfinite(self.data.data))
2023	npts2fit = len(self.data.data[index_data])
2024	else:
2025	for qx in self.data.x:
2026	if qx >= qmin and qx <= qmax:
2027	npts2fit += 1
2028	return npts2fit
2029
2030	def set_npts2fit(self):
2031	"""
2032	setValue Npts for fitting
2033	"""
2034	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2035
2036	def get_chi2(self):
2037	"""
2038	return the current chi2
2039	"""
2040	return self.tcChi.GetValue()
2041
2042	def get_param_list(self):
2043	"""
2044	:return self.param_toFit: list containing references to TextCtrl
2045	checked.Theses TextCtrl will allow reference to parameters to fit.
2046
2047	:raise: if return an empty list of parameter fit will nnote work
2048	properly so raise ValueError,"missing parameter to fit"
2049	"""
2050	if self.param_toFit !=[]:
2051	return self.param_toFit
2052	else:
2053	msg = "missing parameters to fit"
2054	wx.MessageBox(msg, 'warning')
2055	return False
2056	#raise ValueError,"missing parameters to fit"
2057
2058	def onsetValues(self, chisqr, p_name, out, cov):
2059	"""
2060	Build the panel from the fit result
2061
2062	:param chisqr: Value of the goodness of fit metric
2063	:param p_name: the name of parameters
2064	:param out: list of parameter with the best value found during fitting
2065	:param cov: Covariance matrix
2066
2067	"""
2068	if out == None or not numpy.isfinite(chisqr):
2069	raise ValueError,"Fit error occured..."
2070
2071	is_modified = False
2072	has_error = False
2073	dispersity = ''
2074
2075	#Hide textctrl boxes of errors.
2076	self._clear_Err_on_Fit()
2077
2078	#Check if chi2 is finite
2079	if chisqr != None and numpy.isfinite(chisqr):
2080	#format chi2
2081	if self.engine_type == "park":
2082	npt_fit = float(self.get_npts2fit())
2083	# Taking care this in parkemgine
2084	#if npt_fit > 0:
2085	# chisqr =chisqr/npt_fit
2086	chi2 = format_number(chisqr, True)
2087	self.tcChi.SetValue(chi2)
2088	self.tcChi.Refresh()
2089	else:
2090	self.tcChi.SetValue("-")
2091
2092	#Hide error title
2093	if self.text2_3.IsShown() and not self.is_mac:
2094	self.text2_3.Hide()
2095
2096	try:
2097	if self.enable_disp.GetValue():
2098	if hasattr(self,"text_disp_1" ):
2099	if self.text_disp_1 != None and not self.is_mac:
2100	self.text_disp_1.Hide()
2101	except:
2102	dispersity = None
2103	pass
2104
2105
2106	i = 0
2107	#Set the panel when fit result are list
2108	for item in self.param_toFit:
2109	if len(item)>5 and item != None:
2110	## reset error value to initial state
2111	if not self.is_mac:
2112	item[3].Hide()
2113	item[4].Hide()
2114	for ind in range(len(out)):
2115	if item[1] == p_name[ind]:
2116	break
2117	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2118	val_out = format_number(out[ind], True)
2119	item[2].SetValue(val_out)
2120
2121	if(cov !=None and len(cov) == len(out)):
2122	try:
2123	if dispersity !=None:
2124	if self.enable_disp.GetValue():
2125	if hasattr(self,"text_disp_1" ):
2126	if self.text_disp_1!=None:
2127	if not self.text_disp_1.IsShown()\
2128	and not self.is_mac:
2129	self.text_disp_1.Show(True)
2130	except:
2131	pass
2132
2133	if cov[ind]!=None :
2134	if numpy.isfinite(float(cov[ind])):
2135	val_err = format_number(cov[ind], True)
2136	if not self.is_mac:
2137	item[3].Show(True)
2138	item[4].Show(True)
2139	item[4].SetValue(val_err)
2140	has_error = True
2141	i += 1
2142	#Show error title when any errors displayed
2143	if has_error:
2144	if not self.text2_3.IsShown():
2145	self.text2_3.Show(True)
2146	## save current state
2147	self.save_current_state()
2148
2149	#self._lay_out()
2150	if not self.is_mac:
2151	self.Layout()
2152	self.Refresh()
2153	self._mac_sleep(0.1)
2154	#plot model ( when drawing, do not update chisqr value again)
2155	self._draw_model(update_chisqr=False, source = 'fit')
2156	#PostStatusEvent
2157	#msg = "Fit completed!dddd "
2158	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2159
2160	def onWeighting(self, event):
2161	"""
2162	On Weighting radio button event, sets the weightbt_string
2163	"""
2164	self.weightbt_string = event.GetEventObject().GetLabelText()
2165	self._set_weight()
2166
2167	def _set_weight(self, is_2D=None):
2168	"""
2169	Set weight in fit problem
2170	"""
2171	# compute weight for the current data
2172	from .utils import get_weight
2173	flag_weight = self.get_weight_flag()
2174	if is_2D == None:
2175	is_2D = self._is_2D()
2176	weight = get_weight(data=self.data,
2177	is2d=is_2D,
2178	flag=flag_weight)
2179	self._manager.set_fit_weight(uid=self.uid,
2180	flag=flag_weight,
2181	is2d=is_2D,
2182	fid=None)
2183
2184	def onPinholeSmear(self, event):
2185	"""
2186	Create a custom pinhole smear object that will change the way residuals
2187	are compute when fitting
2188
2189	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2190	None for 1D
2191
2192	"""
2193
2194	#if self.check_invalid_panel():
2195	# return
2196	if self.model ==None:
2197	self.disable_smearer.SetValue(True)
2198	msg="Please select a Model first..."
2199	wx.MessageBox(msg, 'Info')
2200	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2201	"Smear: %s"%msg))
2202	return
2203
2204	# Need update param values
2205	self._update_paramv_on_fit()
2206
2207	# msg default
2208	msg = None
2209	if event != None:
2210	tcrtl= event.GetEventObject()
2211	# event case of radio button
2212	if tcrtl.GetValue()== True:
2213	self.dx_min = 0.0
2214	self.dx_max = 0.0
2215	is_new_pinhole = True
2216	else:
2217	is_new_pinhole = self._is_changed_pinhole()
2218	else:
2219	is_new_pinhole = True
2220	# if any value is changed
2221	if is_new_pinhole:
2222	msg = self._set_pinhole_smear()
2223	# hide all silt sizer
2224	self._hide_all_smear_info()
2225
2226	##Calculate chi2
2227	temp_smearer = self.current_smearer
2228	#self.compute_chisqr(smearer= temp_smearer)
2229
2230	# show relevant slit sizers
2231	self._show_smear_sizer()
2232
2233	self.sizer_set_smearer.Layout()
2234	self.Layout()
2235
2236	if event != None:
2237	event.Skip()
2238	#self._undo.Enable(True)
2239	self.save_current_state()
2240	event = PageInfoEvent(page = self)
2241	wx.PostEvent(self.parent, event)
2242
2243	def _is_changed_pinhole(self):
2244	"""
2245	check if any of pinhole smear is changed
2246
2247	:return: True or False
2248
2249	"""
2250	# get the values
2251	pin_min = self.smear_pinhole_min.GetValue()
2252	pin_max = self.smear_pinhole_max.GetValue()
2253
2254	# Check changes in slit width
2255	try:
2256	dx_min = float(pin_min)
2257	except:
2258	return True
2259	if self.dx_min != dx_min:
2260	return True
2261
2262	# Check changes in slit heigth
2263	try:
2264	dx_max = float(pin_max)
2265	except:
2266	return True
2267	if self.dx_max != dx_max:
2268	return True
2269	return False
2270
2271	def _set_pinhole_smear(self):
2272	"""
2273	Set custom pinhole smear
2274
2275	:return: msg
2276
2277	"""
2278	# copy data
2279	data = copy.deepcopy(self.data)
2280	if self._is_2D():
2281	self.smear_type = 'Pinhole2d'
2282	len_data = len(data.data)
2283	data.dqx_data = numpy.zeros(len_data)
2284	data.dqy_data = numpy.zeros(len_data)
2285	else:
2286	self.smear_type = 'Pinhole'
2287	len_data = len(data.x)
2288	data.dx = numpy.zeros(len_data)
2289	data.dxl = None
2290	data.dxw = None
2291	msg = None
2292
2293	get_pin_min = self.smear_pinhole_min
2294	get_pin_max = self.smear_pinhole_max
2295
2296	if not check_float(get_pin_min):
2297	get_pin_min.SetBackgroundColour("pink")
2298	msg= "Model Error:wrong value entered!!!"
2299	elif not check_float(get_pin_max ):
2300	get_pin_max.SetBackgroundColour("pink")
2301	msg= "Model Error:wrong value entered!!!"
2302	else:
2303	if len_data < 2: len_data = 2
2304	self.dx_min = float(get_pin_min.GetValue())
2305	self.dx_max = float(get_pin_max.GetValue())
2306	if self.dx_min < 0:
2307	get_pin_min.SetBackgroundColour("pink")
2308	msg= "Model Error:This value can not be negative!!!"
2309	elif self.dx_max <0:
2310	get_pin_max.SetBackgroundColour("pink")
2311	msg= "Model Error:This value can not be negative!!!"
2312	elif self.dx_min != None and self.dx_max != None:
2313	if self._is_2D():
2314	data.dqx_data[data.dqx_data==0] = self.dx_min
2315	data.dqy_data[data.dqy_data==0] = self.dx_max
2316	elif self.dx_min == self.dx_max:
2317	data.dx[data.dx==0] = self.dx_min
2318	else:
2319	step = (self.dx_max - self.dx_min)/(len_data-1)
2320	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2321	step)
2322	elif self.dx_min != None:
2323	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2324	else: data.dx[data.dx==0] = self.dx_min
2325	elif self.dx_max != None:
2326	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2327	else: data.dx[data.dx==0] = self.dx_max
2328	self.current_smearer = smear_selection(data, self.model)
2329	# 2D need to set accuracy
2330	if self._is_2D():
2331	self.current_smearer.set_accuracy(accuracy = \
2332	self.smear2d_accuracy)
2333
2334	if msg != None:
2335	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2336	else:
2337	get_pin_min.SetBackgroundColour("white")
2338	get_pin_max.SetBackgroundColour("white")
2339	## set smearing value whether or not the data contain the smearing info
2340
2341	self._manager.set_smearer(smearer=self.current_smearer,
2342	fid=self.data.id,
2343	qmin=float(self.qmin_x),
2344	qmax= float(self.qmax_x),
2345	enable_smearer=not self.disable_smearer.GetValue(),
2346	uid=self.uid)
2347	return msg
2348
2349	def update_pinhole_smear(self):
2350	"""
2351	called by kill_focus on pinhole TextCntrl
2352	to update the changes
2353
2354	:return: False when wrong value was entered
2355
2356	"""
2357	# msg default
2358	msg = None
2359	# check if any value is changed
2360	if self._is_changed_pinhole():
2361	msg = self._set_pinhole_smear()
2362	#self._undo.Enable(True)
2363	wx.CallAfter(self.save_current_state)
2364
2365	if msg != None:
2366	return False
2367	else:
2368	return True
2369
2370	def onSlitSmear(self, event):
2371	"""
2372	Create a custom slit smear object that will change the way residuals
2373	are compute when fitting
2374	"""
2375
2376	#if self.check_invalid_panel():
2377	# return
2378
2379	if self.model ==None:
2380	self.disable_smearer.SetValue(True)
2381
2382	msg="Please select a Model first..."
2383	wx.MessageBox(msg, 'Info')
2384	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2385	"Smear: %s"%msg))
2386	return
2387
2388	# Need update param values
2389	self._update_paramv_on_fit()
2390
2391	# msg default
2392	msg = None
2393	# for event given
2394	if event != None:
2395	tcrtl= event.GetEventObject()
2396	# event case of radio button
2397	if tcrtl.GetValue():
2398	self.dxl = 0.0
2399	self.dxw = 0.0
2400	is_new_slit = True
2401	else:
2402	is_new_slit = self._is_changed_slit()
2403	else:
2404	is_new_slit = True
2405
2406	# if any value is changed
2407	if is_new_slit:
2408	msg = self._set_slit_smear()
2409
2410	# hide all silt sizer
2411	self._hide_all_smear_info()
2412	##Calculate chi2
2413	#self.compute_chisqr(smearer= self.current_smearer)
2414	# show relevant slit sizers
2415	self._show_smear_sizer()
2416	self.sizer_set_smearer.Layout()
2417	self.Layout()
2418
2419	if event != None:
2420	event.Skip()
2421	#self._undo.Enable(True)
2422	self.save_current_state()
2423	event = PageInfoEvent(page = self)
2424	wx.PostEvent(self.parent, event)
2425	if msg != None:
2426	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2427
2428	def _is_changed_slit(self):
2429	"""
2430	check if any of slit lengths is changed
2431
2432	:return: True or False
2433
2434	"""
2435	# get the values
2436	width = self.smear_slit_width.GetValue()
2437	height = self.smear_slit_height.GetValue()
2438
2439	# check and change the box bg color if it was pink
2440	# but it should be white now
2441	# because this is the case that _set_slit_smear() will not handle
2442	if height.lstrip().rstrip()=="":
2443	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2444	if width.lstrip().rstrip()=="":
2445	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2446
2447	# Check changes in slit width
2448	if width == "":
2449	dxw = 0.0
2450	else:
2451	try:
2452	dxw = float(width)
2453	except:
2454	return True
2455	if self.dxw != dxw:
2456	return True
2457
2458	# Check changes in slit heigth
2459	if height == "":
2460	dxl = 0.0
2461	else:
2462	try:
2463	dxl = float(height)
2464	except:
2465	return True
2466	if self.dxl != dxl:
2467	return True
2468
2469	return False
2470
2471	def _set_slit_smear(self):
2472	"""
2473	Set custom slit smear
2474
2475	:return: message to inform the user about the validity
2476	of the values entered for slit smear
2477	"""
2478	if self.data.__class__.__name__ == "Data2D" or \
2479	self.enable2D:
2480	return
2481	temp_smearer = None
2482	# make sure once more if it is smearer
2483	data = copy.deepcopy(self.data)
2484	data_len = len(data.x)
2485	data.dx = None
2486	data.dxl = None
2487	data.dxw = None
2488	msg = None
2489
2490	try:
2491	self.dxl = float(self.smear_slit_height.GetValue())
2492	data.dxl = self.dxl* numpy.ones(data_len)
2493	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2494	except:
2495	data.dxl = numpy.zeros(data_len)
2496	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2497	self.smear_slit_height.SetBackgroundColour("pink")
2498	msg = "Wrong value entered... "
2499	else:
2500	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2501	try:
2502	self.dxw = float(self.smear_slit_width.GetValue())
2503	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2504	data.dxw = self.dxw* numpy.ones(data_len)
2505	except:
2506	data.dxw = numpy.zeros(data_len)
2507	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2508	self.smear_slit_width.SetBackgroundColour("pink")
2509	msg = "Wrong Fit value entered... "
2510	else:
2511	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2512
2513	self.current_smearer = smear_selection(data, self.model)
2514	#temp_smearer = self.current_smearer
2515	## set smearing value whether or not the data contain the smearing info
2516	self._manager.set_smearer(smearer=self.current_smearer,
2517	fid=self.data.id,
2518	qmin=float(self.qmin_x),
2519	qmax= float(self.qmax_x),
2520	enable_smearer=not self.disable_smearer.GetValue(),
2521	uid=self.uid)
2522	return msg
2523
2524	def update_slit_smear(self):
2525	"""
2526	called by kill_focus on pinhole TextCntrl
2527	to update the changes
2528
2529	:return: False when wrong value was entered
2530
2531	"""
2532	# msg default
2533	msg = None
2534	# check if any value is changed
2535	if self._is_changed_slit():
2536	msg = self._set_slit_smear()
2537	#self._undo.Enable(True)
2538	self.save_current_state()
2539
2540	if msg != None:
2541	return False
2542	else:
2543	return True
2544
2545	def onSmear(self, event):
2546	"""
2547	Create a smear object that will change the way residuals
2548	are compute when fitting
2549	"""
2550	if event != None:
2551	event.Skip()
2552	if self.data is None:
2553	return
2554
2555	if self.model == None:
2556	self.disable_smearer.SetValue(True)
2557	msg="Please select a Model first..."
2558	wx.MessageBox(msg, 'Info')
2559	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2560	"Smear: %s"%msg))
2561	return
2562
2563	# Need update param values
2564	self._update_paramv_on_fit()
2565
2566	temp_smearer = None
2567	self._get_smear_info()
2568
2569	#renew smear sizer
2570	if self.smear_type != None:
2571	self.smear_description_smear_type.SetValue(str(self.smear_type))
2572	self.smear_data_left.SetValue(str(self.dq_l))
2573	self.smear_data_right.SetValue(str(self.dq_r))
2574
2575	self._hide_all_smear_info()
2576
2577	data = copy.deepcopy(self.data)
2578	# make sure once more if it is smearer
2579	self.current_smearer = smear_selection(data, self.model)
2580
2581	if self.enable_smearer.GetValue():
2582	if hasattr(self.data,"dxl"):
2583
2584	msg= ": Resolution smearing parameters"
2585	if hasattr(self.data,"dxw"):
2586	msg= ": Slit smearing parameters"
2587	if self.current_smearer ==None:
2588	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2589	"Data contains no smearing information"))
2590	else:
2591	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2592	"Data contains smearing information"))
2593
2594	#self.smear_description_dqdata.Show(True)
2595	self.smear_data_left.Show(True)
2596	self.smear_data_right.Show(True)
2597	temp_smearer= self.current_smearer
2598	elif self.disable_smearer.GetValue():
2599	self.smear_description_none.Show(True)
2600
2601	self._show_smear_sizer()
2602
2603	self.sizer_set_smearer.Layout()
2604	self.Layout()
2605	self._set_weight()
2606
2607	## set smearing value whether or not the data contain the smearing info
2608	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2609	fid=self.data.id,
2610	qmin=float(self.qmin_x),
2611	qmax=float(self.qmax_x),
2612	enable_smearer=not self.disable_smearer.GetValue(),
2613	draw=True)
2614
2615	self.state.enable_smearer= self.enable_smearer.GetValue()
2616	self.state.disable_smearer=self.disable_smearer.GetValue()
2617	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2618	self.state.slit_smearer = self.slit_smearer.GetValue()
2619
2620	def on_complete_chisqr(self, event):
2621	"""
2622	Display result chisqr on the panel
2623	:event: activated by fitting/ complete after draw
2624	"""
2625	try:
2626	if event == None:
2627	output= "-"
2628	elif not numpy.isfinite(event.output):
2629	output= "-"
2630	else:
2631	output = event.output
2632	self.tcChi.SetValue(str(format_number(output, True)))
2633	self.state.tcChi = self.tcChi.GetValue()
2634	except:
2635	pass
2636
2637
2638	def get_all_checked_params(self):
2639	"""
2640	Found all parameters current check and add them to list of parameters to
2641	fit
2642	"""
2643	self.param_toFit = []
2644	for item in self.parameters:
2645	if item[0].GetValue() and item not in self.param_toFit:
2646	self.param_toFit.append(item)
2647	for item in self.fittable_param:
2648	if item[0].GetValue() and item not in self.param_toFit:
2649	self.param_toFit.append(item)
2650	self.save_current_state_fit()
2651
2652
2653	event = PageInfoEvent(page = self)
2654	wx.PostEvent(self.parent, event)
2655	param2fit = []
2656	for item in self.param_toFit:
2657	if item[0]:
2658	param2fit.append(item[1])
2659	self.parent._manager.set_param2fit(self.uid, param2fit)
2660
2661	def select_all_param(self, event):
2662	"""
2663	set to true or false all checkBox given the main checkbox value cb1
2664	"""
2665	self.param_toFit = []
2666	if self.parameters !=[]:
2667	if self.cb1.GetValue():
2668	for item in self.parameters:
2669	## for data2D select all to fit
2670	if self.data.__class__.__name__== "Data2D" or \
2671	self.enable2D:
2672	item[0].SetValue(True)
2673	self.param_toFit.append(item)
2674	else:
2675	## for 1D all parameters except orientation
2676	if not item in self.orientation_params:
2677	item[0].SetValue(True)
2678	self.param_toFit.append(item )
2679	#if len(self.fittable_param)>0:
2680	for item in self.fittable_param:
2681	if self.data.__class__.__name__== "Data2D" or \
2682	self.enable2D:
2683	item[0].SetValue(True)
2684	self.param_toFit.append(item)
2685	try:
2686	if len(self.values[item[1]]) > 0:
2687	item[0].SetValue(False)
2688	except:
2689	pass
2690
2691	else:
2692	## for 1D all parameters except orientation
2693	if not item in self.orientation_params_disp:
2694	item[0].SetValue(True)
2695	self.param_toFit.append(item )
2696	try:
2697	if len(self.values[item[1]]) > 0:
2698	item[0].SetValue(False)
2699	except:
2700	pass
2701
2702	else:
2703	for item in self.parameters:
2704	item[0].SetValue(False)
2705	for item in self.fittable_param:
2706	item[0].SetValue(False)
2707	self.param_toFit=[]
2708
2709	self.save_current_state_fit()
2710
2711	if event !=None:
2712	#self._undo.Enable(True)
2713	## post state to fit panel
2714	event = PageInfoEvent(page = self)
2715	wx.PostEvent(self.parent, event)
2716	param2fit = []
2717	for item in self.param_toFit:
2718	if item[0]:
2719	param2fit.append(item[1])
2720	self.parent._manager.set_param2fit(self.uid, param2fit)
2721
2722
2723	def select_param(self,event):
2724	"""
2725	Select TextCtrl checked for fitting purpose and stores them
2726	in self.param_toFit=[] list
2727	"""
2728	self.param_toFit = []
2729	for item in self.parameters:
2730	#Skip t ifhe angle parameters if 1D data
2731	if self.data.__class__.__name__ != "Data2D" and\
2732	not self.enable2D:
2733	if item in self.orientation_params:
2734	continue
2735	#Select parameters to fit for list of primary parameters
2736	if item[0].GetValue():
2737	if not (item in self.param_toFit):
2738	self.param_toFit.append(item )
2739	else:
2740	#remove parameters from the fitting list
2741	if item in self.param_toFit:
2742	self.param_toFit.remove(item)
2743
2744	#Select parameters to fit for list of fittable parameters
2745	# with dispersion
2746	for item in self.fittable_param:
2747	#Skip t ifhe angle parameters if 1D data
2748	if self.data.__class__.__name__ != "Data2D" and\
2749	not self.enable2D:
2750	if item in self.orientation_params:
2751	continue
2752	if item[0].GetValue():
2753	if not (item in self.param_toFit):
2754	self.param_toFit.append(item)
2755	else:
2756	#remove parameters from the fitting list
2757	if item in self.param_toFit:
2758	self.param_toFit.remove(item)
2759
2760	#Calculate num. of angle parameters
2761	if self.data.__class__.__name__ == "Data2D" or \
2762	self.enable2D:
2763	len_orient_para = 0
2764	else:
2765	len_orient_para = len(self.orientation_params) #assume even len
2766	#Total num. of angle parameters
2767	if len(self.fittable_param) > 0:
2768	len_orient_para *= 2
2769	#Set the value of checkbox that selected every checkbox or not
2770	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2771	len(self.param_toFit):
2772	self.cb1.SetValue(True)
2773	else:
2774	self.cb1.SetValue(False)
2775
2776
2777
2778	self.save_current_state_fit()
2779	if event !=None:
2780	#self._undo.Enable(True)
2781	## post state to fit panel
2782	event = PageInfoEvent(page = self)
2783	wx.PostEvent(self.parent, event)
2784
2785	param2fit = []
2786	for item in self.param_toFit:
2787	if item[0]:
2788	param2fit.append(item[1])
2789	self.parent._manager.set_param2fit(self.uid, param2fit)
2790
2791	def set_model_param_sizer(self, model):
2792	"""
2793	Build the panel from the model content
2794
2795	:param model: the model selected in combo box for fitting purpose
2796
2797	"""
2798	self.sizer3.Clear(True)
2799	self.parameters = []
2800	self.str_parameters = []
2801	self.param_toFit=[]
2802	self.fittable_param=[]
2803	self.fixed_param=[]
2804	self.orientation_params=[]
2805	self.orientation_params_disp=[]
2806
2807	if model ==None:
2808	self.sizer3.Layout()
2809	self.SetupScrolling()
2810	return
2811	## the panel is drawn using the current value of the fit engine
2812	if self.engine_type==None and self._manager !=None:
2813	self.engine_type= self._manager._return_engine_type()
2814
2815	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2816	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2817	sizer = wx.GridBagSizer(5,5)
2818	## save the current model
2819	self.model = model
2820
2821	keys = self.model.getParamList()
2822	#list of dispersion paramaters
2823	self.disp_list=self.model.getDispParamList()
2824
2825	def custom_compare(a,b):
2826	"""
2827	Custom compare to order, first by alphabets then second by number.
2828	"""
2829	# number at the last digit
2830	a_last = a[len(a)-1]
2831	b_last = b[len(b)-1]
2832	# default
2833	num_a = None
2834	num_b = None
2835	# split the names
2836	a2 = a.lower().split('_')
2837	b2 = b.lower().split('_')
2838	# check length of a2, b2
2839	len_a2 = len(a2)
2840	len_b2 = len(b2)
2841	# check if it contains a int number(<10)
2842	try:
2843	num_a = int(a_last)
2844	except: pass
2845	try:
2846	num_b = int(b_last)
2847	except: pass
2848	# Put 'scale' near the top; happens
2849	# when numbered param name exists
2850	if a == 'scale':
2851	return -1
2852	# both have a number
2853	if num_a != None and num_b != None:
2854	if num_a > num_b: return -1
2855	# same number
2856	elif num_a == num_b:
2857	# different last names
2858	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2859	return -cmp(a2[len_a2-1], b2[len_b2-1])
2860	else:
2861	return cmp(a, b)
2862	else: return 1
2863	# one of them has a number
2864	elif num_a != None: return 1
2865	elif num_b != None: return -1
2866	# no numbers
2867	else: return cmp(a.lower(), b.lower())
2868
2869
2870	keys.sort(custom_compare)
2871
2872	iy = 0
2873	ix = 0
2874	select_text = "Select All"
2875	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2876	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2877	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2878	self.cb1.SetValue(True)
2879
2880	sizer.Add(self.cb1,(iy, ix),(1,1),\
2881	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2882	ix +=1
2883	self.text2_2 = wx.StaticText(self, -1, 'Value')
2884	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2885	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2886	ix +=2
2887	self.text2_3 = wx.StaticText(self, -1, 'Error')
2888	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2889	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2890	if not self.is_mac:
2891	self.text2_3.Hide()
2892	ix +=1
2893	self.text2_min = wx.StaticText(self, -1, 'Min')
2894	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2895	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2896	#self.text2_min.Hide()
2897	ix +=1
2898	self.text2_max = wx.StaticText(self, -1, 'Max')
2899	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2900	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2901	#self.text2_max.Hide()
2902	ix += 1
2903	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2904	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2905	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2906	self.text2_4.Hide()
2907
2908	CHECK_STATE = self.cb1.GetValue()
2909	for item in keys:
2910	if not item in self.disp_list and not item in \
2911	self.model.orientation_params:
2912
2913	##prepare a spot to store errors
2914	if not self.model.details.has_key(item):
2915	self.model.details [item] = ["",None,None]
2916
2917	iy += 1
2918	ix = 0
2919	if (self.model.__class__ in \
2920	self.model_list_box["Multi-Functions"] or \
2921	self.temp_multi_functional)\
2922	and (item in self.model.non_fittable):
2923	non_fittable_name = wx.StaticText(self, -1, item )
2924	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2925	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2926	## add parameter value
2927	ix += 1
2928	value= self.model.getParam(item)
2929	if len(self.model.fun_list) > 0:
2930	num = item.split('_')[1][5:7]
2931	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2932	style=wx.CB_READONLY, name = '%s'% item)
2933	self._set_fun_box_list(fun_box)
2934	fun_box.SetSelection(0)
2935	#self.fun_box.SetToolTipString("A function
2936	# describing the interface")
2937	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2938	else:
2939	fun_box = self.ModelTextCtrl(self, -1,
2940	size=(_BOX_WIDTH,20),
2941	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2942	fun_box.SetToolTipString(\
2943	"Hit 'Enter' after typing to update the plot.")
2944	fun_box.SetValue(format_number(value, True))
2945	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2946	self.str_parameters.append([None,item, fun_box,
2947	None, None, None,
2948	None, None])
2949
2950
2951	else:
2952	## add parameters name with checkbox for selecting to fit
2953	cb = wx.CheckBox(self, -1, item)
2954	cb.SetValue(CHECK_STATE)
2955	cb.SetToolTipString(" Check mark to fit.")
2956	#cb.SetValue(True)
2957	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2958
2959	sizer.Add( cb,( iy, ix),(1,1),
2960	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2961
2962	## add parameter value
2963	ix += 1
2964	value= self.model.getParam(item)
2965	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2966	style=wx.TE_PROCESS_ENTER)
2967	ctl1.SetToolTipString(\
2968	"Hit 'Enter' after typing to update the plot.")
2969	ctl1.SetValue(format_number(value, True))
2970	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2971	## text to show error sign
2972	ix += 1
2973	text2=wx.StaticText(self, -1, '+/-')
2974	sizer.Add(text2,(iy, ix),(1,1),\
2975	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2976	if not self.is_mac:
2977	text2.Hide()
2978	ix += 1
2979	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2980	sizer.Add(ctl2, (iy,ix),(1,1),
2981	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2982	if not self.is_mac:
2983	ctl2.Hide()
2984
2985	ix += 1
2986	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2987	style=wx.TE_PROCESS_ENTER,
2988	text_enter_callback = self._onparamRangeEnter)
2989
2990	sizer.Add(ctl3, (iy,ix),(1,1),
2991	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2992
2993	ix += 1
2994	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2995	style=wx.TE_PROCESS_ENTER,
2996	text_enter_callback = self._onparamRangeEnter)
2997	sizer.Add(ctl4, (iy,ix),(1,1),
2998	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2999
3000	ix +=1
3001	# Units
3002	if self.model.details.has_key(item):
3003	units = wx.StaticText(self, -1,
3004	self.model.details[item][0], style=wx.ALIGN_LEFT)
3005	else:
3006	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3007	sizer.Add(units, (iy,ix),(1,1),
3008	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3009
3010	##[cb state, name, value, "+/-", error of fit, min, max , units]
3011	self.parameters.append([cb,item, ctl1,
3012	text2,ctl2, ctl3, ctl4,units])
3013
3014	iy+=1
3015	sizer.Add((10,10),(iy,ix),(1,1),
3016	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3017
3018	# type can be either Guassian or Array
3019	if len(self.model.dispersion.values())>0:
3020	type= self.model.dispersion.values()[0]["type"]
3021	else:
3022	type = "Gaussian"
3023
3024	iy += 1
3025	ix = 0
3026	#Add tile for orientational angle
3027	for item in keys:
3028	if item in self.model.orientation_params:
3029	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3030	sizer.Add(orient_angle,(iy, ix),(1,1),
3031	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3032	if not self.data.__class__.__name__ == "Data2D" and \
3033	not self.enable2D:
3034	orient_angle.Hide()
3035	else:
3036	orient_angle.Show(True)
3037	break
3038
3039	#For Gaussian only
3040	if type.lower() != "array":
3041	for item in self.model.orientation_params:
3042	if not item in self.disp_list:
3043	##prepare a spot to store min max
3044	if not self.model.details.has_key(item):
3045	self.model.details [item] = ["",None,None]
3046
3047	iy += 1
3048	ix = 0
3049	## add parameters name with checkbox for selecting to fit
3050	cb = wx.CheckBox(self, -1, item )
3051	cb.SetValue(CHECK_STATE)
3052	cb.SetToolTipString("Check mark to fit")
3053	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3054	if self.data.__class__.__name__ == "Data2D" or \
3055	self.enable2D:
3056	cb.Show(True)
3057	else:
3058	cb.Hide()
3059	sizer.Add( cb,( iy, ix),(1,1),
3060	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3061
3062	## add parameter value
3063	ix += 1
3064	value= self.model.getParam(item)
3065	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3066	style=wx.TE_PROCESS_ENTER)
3067	ctl1.SetToolTipString(\
3068	"Hit 'Enter' after typing to update the plot.")
3069	ctl1.SetValue(format_number(value, True))
3070	if self.data.__class__.__name__ == "Data2D" or \
3071	self.enable2D:
3072	ctl1.Show(True)
3073	else:
3074	ctl1.Hide()
3075	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3076	## text to show error sign
3077	ix += 1
3078	text2=wx.StaticText(self, -1, '+/-')
3079	sizer.Add(text2,(iy, ix),(1,1),\
3080	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3081
3082	text2.Hide()
3083	ix += 1
3084	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3085	sizer.Add(ctl2, (iy,ix),(1,1),
3086	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3087
3088	ctl2.Hide()
3089
3090
3091	ix += 1
3092	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3093	style=wx.TE_PROCESS_ENTER,
3094	text_enter_callback = self._onparamRangeEnter)
3095
3096	sizer.Add(ctl3, (iy,ix),(1,1),
3097	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3098	ctl3.Hide()
3099
3100	ix += 1
3101	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3102	style=wx.TE_PROCESS_ENTER,
3103	text_enter_callback = self._onparamRangeEnter)
3104	sizer.Add(ctl4, (iy,ix),(1,1),
3105	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3106
3107	ctl4.Hide()
3108
3109	if self.data.__class__.__name__ == "Data2D" or \
3110	self.enable2D:
3111	if self.is_mac:
3112	text2.Show(True)
3113	ctl2.Show(True)
3114	ctl3.Show(True)
3115	ctl4.Show(True)
3116
3117	ix +=1
3118	# Units
3119	if self.model.details.has_key(item):
3120	units = wx.StaticText(self, -1,
3121	self.model.details[item][0],
3122	style=wx.ALIGN_LEFT)
3123	else:
3124	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3125	if self.data.__class__.__name__ == "Data2D" or \
3126	self.enable2D:
3127	units.Show(True)
3128
3129	else:
3130	units.Hide()
3131
3132	sizer.Add(units, (iy,ix),(1,1),
3133	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3134
3135	##[cb state, name, value, "+/-", error of fit,min,max,units]
3136	self.parameters.append([cb,item, ctl1,
3137	text2,ctl2, ctl3, ctl4,units])
3138	self.orientation_params.append([cb,item, ctl1,
3139	text2,ctl2, ctl3, ctl4,units])
3140
3141	iy+=1
3142
3143	#Display units text on panel
3144	for item in keys:
3145	if self.model.details.has_key(item):
3146	self.text2_4.Show()
3147	#Fill the list of fittable parameters
3148	self.get_all_checked_params()
3149	self.save_current_state_fit()
3150	boxsizer1.Add(sizer)
3151	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3152	self.sizer3.Layout()
3153	self.Layout()
3154	#self.Refresh()
3155
3156	def on_right_down(self, event):
3157	"""
3158	Get key stroke event
3159	"""
3160	if self.data == None:
3161	return
3162	# Figuring out key combo: Cmd for copy, Alt for paste
3163	if event.AltDown() and event.ShiftDown():
3164	self._manager.show_ftol_dialog()
3165	flag = True
3166	elif event.AltDown() or event.ShiftDown():
3167	flag = False
3168	else:
3169	return
3170	# make event free
3171	event.Skip()
3172	# messages depending on the flag
3173	if not flag:
3174	msg = " Could not open ftol dialog;"
3175	msg += " Check if the Scipy fit engine is selected in the menubar."
3176	infor = 'warning'
3177	# inform msg to wx
3178	wx.PostEvent( self.parent.parent,
3179	StatusEvent(status= msg, info=infor))
3180
3181
3182	def _onModel2D(self, event):
3183	"""
3184	toggle view of model from 1D to 2D or 2D from 1D
3185	"""
3186	if self.model_view.GetLabelText() == "Show 2D":
3187	self.model_view.SetLabel("Show 1D")
3188	self.enable2D = True
3189
3190	else:
3191	self.model_view.SetLabel("Show 2D")
3192	self.enable2D = False
3193	self.create_default_data()
3194	self._manager.store_data(self.uid, data_list=[self.data])
3195
3196	self.set_model_param_sizer(self.model)
3197	self._set_sizer_dispersion()
3198	self._set_weight(is_2D= self.enable2D)
3199	self._set_smear_buttons()
3200	self._draw_model()
3201
3202
3203	self.state.enable2D = copy.deepcopy(self.enable2D)
3204
3205	def _set_smear_buttons(self):
3206	"""
3207	Set semarer radio buttons
3208	"""
3209	# more disables for 2D
3210	if self.data.__class__.__name__ == "Data2D" or \
3211	self.enable2D:
3212	self.slit_smearer.Disable()
3213	self.pinhole_smearer.Enable(True)
3214	self.default_mask = copy.deepcopy(self.data.mask)
3215	else:
3216	self.slit_smearer.Enable(True)
3217	self.pinhole_smearer.Enable(True)
3218
3219
3220	class BGTextCtrl(wx.TextCtrl):
3221	"""
3222	Text control used to display outputs.
3223	No editing allowed. The background is
3224	grayed out. User can't select text.
3225	"""
3226	def __init__(self, args, *kwds):
3227	wx.TextCtrl.__init__(self, args, *kwds)
3228	self.SetEditable(False)
3229	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3230
3231	# Bind to mouse event to avoid text highlighting
3232	# The event will be skipped once the call-back
3233	# is called.
3234	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3235
3236	def _click(self, event):
3237	"""
3238	Prevent further handling of the mouse event
3239	by not calling Skip().
3240	"""
3241	pass
3242

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 02b0988d

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