fitpage.py @ 269df2b

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 269df2b was 269df2b, checked in by Jae Cho <jhjcho@…>, 13 years ago
on set data /select model reset smearer to None from custom smearer
Property mode set to `100644`
File size: 134.4 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 self.batch_on and not self._is_2D():
1114	if not self._validate_Npts_1D():
1115	return
1116
1117	if not flag:
1118	msg= "Fitting range or parameters are invalid"
1119	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1120	type="stop"))
1121	return
1122
1123	self.select_param(event =None)
1124
1125	#Clear errors if exist from previous fitting
1126	#self._clear_Err_on_Fit()
1127
1128	# Remove or do not allow fitting on the Q=0 point, especially
1129	# when y(q=0)=None at x[0].
1130	self.qmin_x = float(self.qmin.GetValue())
1131	self.qmax_x = float(self.qmax.GetValue())
1132	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1133	self._manager.schedule_for_fit(uid=self.uid,value=1)
1134	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1135	qmax=self.qmax_x)
1136
1137	#single fit
1138	self._manager.onFit(uid=self.uid)
1139	self.btFit.SetLabel("Stop")
1140	self.bind_fit_button()
1141
1142	def get_weight_flag(self):
1143	"""
1144	Get flag corresponding to a given weighting dI data.
1145	"""
1146	button_list = [self.dI_noweight,
1147	self.dI_didata,
1148	self.dI_sqrdata,
1149	self.dI_idata]
1150	flag = 1
1151	for item in button_list:
1152	if item.GetValue():
1153	if button_list.index(item) == 0:
1154	flag = 0 #dy = numpy.ones_like(dy_data)
1155	elif button_list.index(item) == 1:
1156	flag = 1 #dy = dy_data
1157	elif button_list.index(item) == 2:
1158	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1159	elif button_list.index(item) == 3:
1160	flag = 3 # dy = numpy.abs(data)
1161	break
1162	return flag
1163
1164	def bind_fit_button(self):
1165	"""
1166	bind the fit button to either fit handler or stop fit handler
1167	"""
1168	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1169	if self.btFit.GetLabel().lower() == "stop":
1170	self.fit_started = True
1171	self.btFit.SetForegroundColour('red')
1172	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1173	id=self.btFit.GetId())
1174	elif self.btFit.GetLabel().lower() == "fit":
1175	self.fit_started = False
1176	self.btFit.SetDefault()
1177	self.btFit.SetForegroundColour('black')
1178	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1179	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1180	id=self.btFit.GetId())
1181	else:
1182	msg = "FitPage: fit button has unknown label"
1183	raise ValuerError, msg
1184	self._manager._reset_schedule_problem(value=0)
1185
1186	def is_fitting(self):
1187	if self.fit_started:
1188	self._StopFit(event=None)
1189
1190	def _StopFit(self, event=None):
1191	"""
1192	Stop fit
1193	"""
1194	#time.sleep(0.1)
1195	if event != None:
1196	event.Skip()
1197	#if self.engine_type=="scipy":
1198	self._manager.stop_fit(self.uid)
1199	self._manager._reset_schedule_problem(value=0)
1200	self._on_fit_complete()
1201
1202	def rename_model(self):
1203	"""
1204	find a short name for model
1205	"""
1206	if self.model is not None:
1207	self.model.name = "M" + str(self.index_model)
1208
1209
1210	def _on_select_model(self, event=None):
1211	"""
1212	call back for model selection
1213	"""
1214	self.Show(False)
1215	copy_flag = ''
1216	is_poly_enabled = None
1217	if event != None:
1218	if (event.GetEventObject() == self.formfactorbox\
1219	and self.structurebox.GetLabel() != 'None')\
1220	or event.GetEventObject() == self.structurebox\
1221	or event.GetEventObject() == self.multifactorbox:
1222	copy_flag = self.get_copy_params()
1223	is_poly_enabled = self.enable_disp.GetValue()
1224
1225	self._on_select_model_helper()
1226	self.set_model_param_sizer(self.model)
1227	if self.model is None:
1228	self._set_bookmark_flag(False)
1229	self._keep.Enable(False)
1230	self._set_save_flag(False)
1231	self.enable_disp.SetValue(False)
1232	self.disable_disp.SetValue(True)
1233	try:
1234	self.set_dispers_sizer()
1235	except:
1236	pass
1237	#self.btFit.SetFocus()
1238	self.state.enable_disp = self.enable_disp.GetValue()
1239	self.state.disable_disp = self.disable_disp.GetValue()
1240	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1241	self.state.slit_smearer = self.slit_smearer.GetValue()
1242
1243	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1244	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1245	self.enable_fit_button()
1246	if self.model != None:
1247	self.rename_model()
1248	self._set_copy_flag(True)
1249	self._set_paste_flag(True)
1250	if self.data is not None:
1251	is_data = check_data_validity(self.data)
1252	if is_data:
1253	self._set_bookmark_flag(True)
1254	self._keep.Enable(True)
1255	#self._set_save_flag(True)
1256	# Reset smearer, model and data
1257	#self._set_smear(self.data)
1258
1259	# more disables for 2D
1260	self._set_smear_buttons()
1261
1262	try:
1263	# update smearer sizer
1264	if not self.enable_smearer.GetValue():
1265	self.disable_smearer.SetValue(True)
1266	self.onSmear(None)
1267	temp_smear = None
1268	if not self.disable_smearer.GetValue():
1269	# Set the smearer environments
1270	temp_smear = self.current_smearer
1271	except:
1272	raise
1273	## error occured on chisqr computation
1274	#pass
1275	## event to post model to fit to fitting plugins
1276	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1277
1278	## set smearing value whether or not
1279	# the data contain the smearing info
1280	evt = ModelEventbox(model=self.model,
1281	smearer=temp_smear,
1282	enable_smearer=not self.disable_smearer.GetValue(),
1283	qmin=float(self.qmin_x),
1284	uid=self.uid,
1285	caption=self.window_caption,
1286	qmax=float(self.qmax_x))
1287
1288	self._manager._on_model_panel(evt=evt)
1289	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1290	self.mbox_description.SetForegroundColour(wx.BLUE)
1291	self.state.model = self.model.clone()
1292	self.state.model.name = self.model.name
1293
1294
1295	if event != None:
1296	## post state to fit panel
1297	new_event = PageInfoEvent(page = self)
1298	wx.PostEvent(self.parent, new_event)
1299	#update list of plugins if new plugin is available
1300	if self.plugin_rbutton.GetValue():
1301	temp = self.parent.update_model_list()
1302	if temp:
1303	self.model_list_box = temp
1304	current_val = self.formfactorbox.GetValue()
1305	pos = self.formfactorbox.GetSelection()
1306	self._show_combox_helper()
1307	self.formfactorbox.SetSelection(pos)
1308	self.formfactorbox.SetValue(current_val)
1309	# when select a model only from guictr/button
1310	if is_poly_enabled != None:
1311	self.enable_disp.SetValue(is_poly_enabled)
1312	self.disable_disp.SetValue(not is_poly_enabled)
1313	self._set_dipers_Param(event=None)
1314	self.state.enable_disp = self.enable_disp.GetValue()
1315	self.state.disable_disp = self.disable_disp.GetValue()
1316
1317	# Keep the previous param values
1318	if copy_flag:
1319	self.get_paste_params(copy_flag)
1320
1321	self._onDraw(event=None)
1322	else:
1323	self._draw_model()
1324
1325	if self.batch_on:
1326	self.slit_smearer.Enable(False)
1327	self.pinhole_smearer.Enable(False)
1328
1329	self.Show(True)
1330	self.SetupScrolling()
1331
1332	def _onparamEnter(self,event):
1333	"""
1334	when enter value on panel redraw model according to changed
1335	"""
1336	if self.model ==None:
1337	msg="Please select a Model first..."
1338	wx.MessageBox(msg, 'Info')
1339	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1340	# "Parameters: %s"%msg))
1341	return
1342
1343	#default flag
1344	flag = False
1345	self.fitrange = True
1346	#get event object
1347	tcrtl = event.GetEventObject()
1348
1349	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1350	# updating ... ",type="update"))
1351	#Clear msg if previously shown.
1352	msg= ""
1353	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1354
1355	if check_float(tcrtl):
1356	flag = self._onparamEnter_helper()
1357	self.set_npts2fit()
1358	if self.fitrange:
1359	temp_smearer = None
1360	if not self.disable_smearer.GetValue():
1361	temp_smearer= self.current_smearer
1362	## set smearing value whether or not
1363	# the data contain the smearing info
1364	if self.slit_smearer.GetValue():
1365	flag1 = self.update_slit_smear()
1366	flag = flag or flag1
1367	elif self.pinhole_smearer.GetValue():
1368	flag1 = self.update_pinhole_smear()
1369	flag = flag or flag1
1370	elif self.data.__class__.__name__ != "Data2D" and \
1371	not self.enable2D:
1372	self._manager.set_smearer(smearer=temp_smearer,
1373	fid=self.data.id,
1374	uid=self.uid,
1375	qmin= float(self.qmin_x),
1376	qmax= float(self.qmax_x),
1377	enable_smearer=not self.disable_smearer.GetValue(),
1378	draw=True)
1379	if flag:
1380	#self.compute_chisqr(smearer= temp_smearer)
1381
1382	## new state posted
1383	if self.state_change:
1384	#self._undo.Enable(True)
1385	event = PageInfoEvent(page = self)
1386	wx.PostEvent(self.parent, event)
1387	self.state_change= False
1388	else:
1389	# invalid fit range: do nothing here:
1390	# msg already displayed in validate
1391	return
1392	else:
1393	self.save_current_state()
1394	msg= "Cannot Plot :Must enter a number!!! "
1395	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1396
1397	self.save_current_state()
1398	return
1399
1400	def _onparamRangeEnter(self, event):
1401	"""
1402	Check validity of value enter in the parameters range field
1403	"""
1404	#if self.check_invalid_panel():
1405	# return
1406	tcrtl= event.GetEventObject()
1407	#Clear msg if previously shown.
1408	msg= ""
1409	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1410	# Flag to register when a parameter has changed.
1411	is_modified = False
1412	if tcrtl.GetValue().lstrip().rstrip()!="":
1413	try:
1414	value = float(tcrtl.GetValue())
1415	tcrtl.SetBackgroundColour(wx.WHITE)
1416	self._check_value_enter(self.fittable_param ,is_modified)
1417	self._check_value_enter(self.parameters ,is_modified)
1418	except:
1419	tcrtl.SetBackgroundColour("pink")
1420	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1421	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1422	return
1423	else:
1424	tcrtl.SetBackgroundColour(wx.WHITE)
1425
1426	#self._undo.Enable(True)
1427	self.save_current_state()
1428	event = PageInfoEvent(page = self)
1429	wx.PostEvent(self.parent, event)
1430	self.state_change= False
1431
1432
1433	def _onQrangeEnter(self, event):
1434	"""
1435	Check validity of value enter in the Q range field
1436	"""
1437	tcrtl = event.GetEventObject()
1438	#Clear msg if previously shown.
1439	msg= ""
1440	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1441	# Flag to register when a parameter has changed.
1442	is_modified = False
1443	if tcrtl.GetValue().lstrip().rstrip()!="":
1444	try:
1445	value = float(tcrtl.GetValue())
1446	tcrtl.SetBackgroundColour(wx.WHITE)
1447
1448	# If qmin and qmax have been modified, update qmin and qmax
1449	if self._validate_qrange( self.qmin, self.qmax):
1450	tempmin = float(self.qmin.GetValue())
1451	if tempmin != self.qmin_x:
1452	self.qmin_x = tempmin
1453	tempmax = float(self.qmax.GetValue())
1454	if tempmax != self.qmax_x:
1455	self.qmax_x = tempmax
1456	else:
1457	tcrtl.SetBackgroundColour("pink")
1458	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1459	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1460	return
1461
1462	except:
1463	tcrtl.SetBackgroundColour("pink")
1464	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1465	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1466	return
1467	#Check if # of points for theory model are valid(>0).
1468	# check for 2d
1469	if self.data.__class__.__name__ == "Data2D" or \
1470	self.enable2D:
1471	# set mask
1472	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1473	self.data.qy_data*self.data.qy_data )
1474	index_data = ((self.qmin_x <= radius)& \
1475	(radius<= self.qmax_x))
1476	index_data = (index_data)&(self.data.mask)
1477	index_data = (index_data)&(numpy.isfinite(self.data.data))
1478	if len(index_data[index_data]) < 10:
1479	msg = "Cannot Plot :No or too little npts in"
1480	msg += " that data range!!! "
1481	wx.PostEvent(self.parent.parent,
1482	StatusEvent(status=msg))
1483	return
1484	else:
1485	#self.data.mask = index_data
1486	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1487	self.set_npts2fit()
1488	else:
1489	index_data = ((self.qmin_x <= self.data.x)& \
1490	(self.data.x <= self.qmax_x))
1491	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1492
1493	self.npts_x = self.Npts_total.GetValue()
1494	self.create_default_data()
1495	self._save_plotting_range()
1496	else:
1497	tcrtl.SetBackgroundColour("pink")
1498	msg= "Model Error:wrong value entered!!!"
1499	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1500
1501	self._draw_model()
1502	self.save_current_state()
1503	event = PageInfoEvent(page = self)
1504	wx.PostEvent(self.parent, event)
1505	self.state_change= False
1506	return
1507
1508	def _clear_Err_on_Fit(self):
1509	"""
1510	hide the error text control shown
1511	after fitting
1512	"""
1513	if self.is_mac:
1514	return
1515	if hasattr(self,"text2_3"):
1516	self.text2_3.Hide()
1517
1518	if len(self.parameters)>0:
1519	for item in self.parameters:
1520	#Skip t ifhe angle parameters if 1D data
1521	if self.data.__class__.__name__ != "Data2D" and \
1522	not self.enable2D:
1523	if item in self.orientation_params:
1524	continue
1525	if item in self.param_toFit:
1526	continue
1527	## hide statictext +/-
1528	if len(item) < 4 :
1529	continue
1530	if item[3]!=None and item[3].IsShown():
1531	item[3].Hide()
1532	## hide textcrtl for error after fit
1533	if item[4]!=None and item[4].IsShown():
1534	item[4].Hide()
1535
1536	if len(self.fittable_param)>0:
1537	for item in self.fittable_param:
1538	#Skip t ifhe angle parameters if 1D data
1539	if self.data.__class__.__name__ != "Data2D" and \
1540	not self.enable2D:
1541	if item in self.orientation_params:
1542	continue
1543	if item in self.param_toFit:
1544	continue
1545	if len(item) < 4 :
1546	continue
1547	## hide statictext +/-
1548	if item[3]!=None and item[3].IsShown():
1549	item[3].Hide()
1550	## hide textcrtl for error after fit
1551	if item[4]!=None and item[4].IsShown():
1552	item[4].Hide()
1553	return
1554
1555	def _get_defult_custom_smear(self):
1556	"""
1557	Get the defult values for custum smearing.
1558	"""
1559	# get the default values
1560	if self.dxl == None: self.dxl = 0.0
1561	if self.dxw == None: self.dxw = ""
1562	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1563	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1564
1565	def _get_smear_info(self):
1566	"""
1567	Get the smear info from data.
1568
1569	:return: self.smear_type, self.dq_l and self.dq_r,
1570	respectively the type of the smear, dq_min and
1571	dq_max for pinhole smear data
1572	while dxl and dxw for slit smear
1573
1574	"""
1575
1576	# default
1577	self.smear_type = None
1578	self.dq_l = None
1579	self.dq_r = None
1580	data = self.data
1581	if self.data is None:
1582	return
1583	elif self.data.__class__.__name__ == "Data2D" or \
1584	self.enable2D:
1585	if data.dqx_data == None or data.dqy_data ==None:
1586	return
1587	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1588	(data.dqx_data.any()!=0):
1589	self.smear_type = "Pinhole2d"
1590	self.dq_l = format_number(numpy.average(data.dqx_data))
1591	self.dq_r = format_number(numpy.average(data.dqy_data))
1592	return
1593	else:
1594	return
1595	# check if it is pinhole smear and get min max if it is.
1596	if data.dx != None and all(data.dx !=0):
1597	self.smear_type = "Pinhole"
1598	self.dq_l = data.dx[0]
1599	self.dq_r = data.dx[-1]
1600
1601	# check if it is slit smear and get min max if it is.
1602	elif data.dxl != None or data.dxw != None:
1603	self.smear_type = "Slit"
1604	if data.dxl != None and all(data.dxl !=0):
1605	self.dq_l = data.dxl[0]
1606	if data.dxw != None and all(data.dxw !=0):
1607	self.dq_r = data.dxw[0]
1608	#return self.smear_type,self.dq_l,self.dq_r
1609
1610	def _show_smear_sizer(self):
1611	"""
1612	Show only the sizers depending on smear selection
1613	"""
1614	# smear disabled
1615	if self.disable_smearer.GetValue():
1616	self.smear_description_none.Show(True)
1617	# 2Dsmear
1618	elif self._is_2D():
1619	self.smear_description_accuracy_type.Show(True)
1620	self.smear_accuracy.Show(True)
1621	self.smear_description_accuracy_type.Show(True)
1622	self.smear_description_2d.Show(True)
1623	self.smear_description_2d_x.Show(True)
1624	self.smear_description_2d_y.Show(True)
1625	if self.pinhole_smearer.GetValue():
1626	self.smear_pinhole_min.Show(True)
1627	self.smear_pinhole_max.Show(True)
1628	# smear from data
1629	elif self.enable_smearer.GetValue():
1630
1631	self.smear_description_dqdata.Show(True)
1632	if self.smear_type != None:
1633	self.smear_description_smear_type.Show(True)
1634	if self.smear_type == 'Slit':
1635	self.smear_description_slit_height.Show(True)
1636	self.smear_description_slit_width.Show(True)
1637	elif self.smear_type == 'Pinhole':
1638	self.smear_description_pin_min.Show(True)
1639	self.smear_description_pin_max.Show(True)
1640	self.smear_description_smear_type.Show(True)
1641	self.smear_description_type.Show(True)
1642	self.smear_data_left.Show(True)
1643	self.smear_data_right.Show(True)
1644	# custom pinhole smear
1645	elif self.pinhole_smearer.GetValue():
1646	if self.smear_type == 'Pinhole':
1647	self.smear_message_new_p.Show(True)
1648	self.smear_description_pin_min.Show(True)
1649	self.smear_description_pin_max.Show(True)
1650
1651	self.smear_pinhole_min.Show(True)
1652	self.smear_pinhole_max.Show(True)
1653	# custom slit smear
1654	elif self.slit_smearer.GetValue():
1655	self.smear_message_new_s.Show(True)
1656	self.smear_description_slit_height.Show(True)
1657	self.smear_slit_height.Show(True)
1658	self.smear_description_slit_width.Show(True)
1659	self.smear_slit_width.Show(True)
1660
1661	def _hide_all_smear_info(self):
1662	"""
1663	Hide all smearing messages in the set_smearer sizer
1664	"""
1665	self.smear_description_none.Hide()
1666	self.smear_description_dqdata.Hide()
1667	self.smear_description_type.Hide()
1668	self.smear_description_smear_type.Hide()
1669	self.smear_description_accuracy_type.Hide()
1670	self.smear_description_2d_x.Hide()
1671	self.smear_description_2d_y.Hide()
1672	self.smear_description_2d.Hide()
1673
1674	self.smear_accuracy.Hide()
1675	self.smear_data_left.Hide()
1676	self.smear_data_right.Hide()
1677	self.smear_description_pin_min.Hide()
1678	self.smear_pinhole_min.Hide()
1679	self.smear_description_pin_max.Hide()
1680	self.smear_pinhole_max.Hide()
1681	self.smear_description_slit_height.Hide()
1682	self.smear_slit_height.Hide()
1683	self.smear_description_slit_width.Hide()
1684	self.smear_slit_width.Hide()
1685	self.smear_message_new_p.Hide()
1686	self.smear_message_new_s.Hide()
1687
1688	def _set_accuracy_list(self):
1689	"""
1690	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1691	"""
1692	# list of accuracy choices
1693	list = ['Low','Med','High','Xhigh']
1694	for idx in range(len(list)):
1695	self.smear_accuracy.Append(list[idx],idx)
1696
1697	def _set_fun_box_list(self,fun_box):
1698	"""
1699	Set the list of func for multifunctional models
1700	"""
1701	# Check if it is multi_functional model
1702	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1703	and not self.temp_multi_functional:
1704	return None
1705	# Get the func name list
1706	list = self.model.fun_list
1707	if len(list) == 0:
1708	return None
1709	# build function (combo)box
1710	ind = 0
1711	while(ind < len(list)):
1712	for key, val in list.iteritems():
1713	if (val == ind):
1714	fun_box.Append(key,val)
1715	break
1716	ind += 1
1717
1718	def _on_select_accuracy(self,event):
1719	"""
1720	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1721	"""
1722	#event.Skip()
1723	# Check if the accuracy is same as before
1724	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1725	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1726	if self.pinhole_smearer.GetValue():
1727	self.onPinholeSmear(event=None)
1728	else:
1729	self.onSmear(event=None)
1730	if self.current_smearer != None:
1731	self.current_smearer.set_accuracy(accuracy =
1732	self.smear2d_accuracy)
1733	event.Skip()
1734
1735	def _on_fun_box(self,event):
1736	"""
1737	Select an func: Erf,Rparabola,LParabola
1738	"""
1739	fun_val = None
1740	fun_box = event.GetEventObject()
1741	name = fun_box.Name
1742	value = fun_box.GetValue()
1743	if self.model.fun_list.has_key(value):
1744	fun_val = self.model.fun_list[value]
1745
1746	self.model.setParam(name,fun_val)
1747	# save state
1748	self._copy_parameters_state(self.str_parameters,
1749	self.state.str_parameters)
1750	# update params
1751	self._update_paramv_on_fit()
1752	# draw
1753	self._draw_model()
1754	self.Refresh()
1755	# get ready for new event
1756	event.Skip()
1757
1758	def _onMask(self, event):
1759	"""
1760	Build a panel to allow to edit Mask
1761	"""
1762
1763	from sans.guiframe.local_perspectives.plotting.masking \
1764	import MaskPanel as MaskDialog
1765
1766	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1767	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1768	self.panel.ShowModal()
1769	#wx.PostEvent(self.parent, event)
1770
1771	def _draw_masked_model(self, event):
1772	"""
1773	Draw model image w/mask
1774	"""
1775	#event.Skip()
1776	is_valid_qrange = self._update_paramv_on_fit()
1777
1778	if is_valid_qrange and self.model != None:
1779	#self.panel.Show(0)
1780	#self.panel.Destroy() # frame
1781	self.panel.MakeModal(False)
1782	event.Skip()
1783	# try re draw the model plot if it exists
1784	self._draw_model()
1785	self.set_npts2fit()
1786	elif self.model == None:
1787	#self.panel.Show(0)
1788	#self.panel.Destroy() # frame
1789	self.panel.MakeModal(False)
1790	event.Skip()
1791	self.set_npts2fit()
1792	msg= "No model is found on updating MASK in the model plot... "
1793	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1794	else:
1795	event.Skip()
1796	msg = ' Please consider your Q range, too.'
1797	self.panel.ShowMessage(msg)
1798
1799
1800	def _set_smear(self, data):
1801	"""
1802	"""
1803	if data is None:
1804	return
1805	self.current_smearer = smear_selection(data, self.model)
1806	flag = self.disable_smearer.GetValue()
1807	self.disable_smearer.SetValue(flag)
1808	if self.current_smearer == None:
1809	self.enable_smearer.Disable()
1810	else:
1811	self.enable_smearer.Enable()
1812	if not flag:
1813	self.onSmear(None)
1814
1815	def _mac_sleep(self, sec=0.2):
1816	"""
1817	Give sleep to MAC
1818	"""
1819	if self.is_mac:
1820	time.sleep(sec)
1821
1822	def get_view_mode(self):
1823	"""
1824	return True if the panel allow 2D or False if 1D
1825	"""
1826	return self.enable2D
1827
1828	def compute_data_set_range(self, data_list):
1829	"""
1830	find the range that include all data in the set
1831	return the minimum and the maximum values
1832	"""
1833	if data_list is not None and data_list != []:
1834	for data in data_list:
1835	qmin, qmax, npts = self.compute_data_range(data)
1836	self.qmin_data_set = min(self.qmin_data_set, qmin)
1837	self.qmax_data_set = max(self.qmax_data_set, qmax)
1838	self.npts_data_set += npts
1839	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1840
1841	def compute_data_range(self, data):
1842	"""
1843	compute the minimum and the maximum range of the data
1844	return the npts contains in data
1845	:param data:
1846	"""
1847	qmin, qmax, npts = None, None, None
1848	if data is not None:
1849	if not hasattr(data,"data"):
1850	qmin = min(data.x)
1851	# Maximum value of data
1852	qmax = max(data.x)
1853	npts = len(data.x)
1854	else:
1855	qmin = 0
1856	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1857	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1858	## Maximum value of data
1859	qmax = math.sqrt(xx + yy)
1860	npts = len(data.data)
1861	return qmin, qmax, npts
1862
1863
1864	def set_data(self, data):
1865	"""
1866	reset the current data
1867	"""
1868	from sans.guiframe.dataFitting import check_data_validity
1869	id = None
1870	flag = False
1871	is_data = False
1872	if self.data is not None:
1873	is_data = check_data_validity(self.data)
1874	if not is_data and data is not None:
1875	flag = True
1876	if data is not None:
1877	id = data.id
1878	if is_data:
1879	self.graph_id = self.data.group_id
1880	flag = (data.id != self.data.id)
1881	self.data = data
1882	if check_data_validity(data):
1883	self.graph_id = data.group_id
1884	self.data.group_id = self.graph_id
1885
1886	if self.data is None:
1887	data_name = ""
1888	self._set_bookmark_flag(False)
1889	self._keep.Enable(False)
1890	self._set_save_flag(False)
1891	else:
1892	if self.model != None:
1893	self._set_bookmark_flag(True)
1894	self._keep.Enable(True)
1895
1896	self._set_save_flag(True)
1897	self._set_preview_flag(True)
1898
1899	self._set_smear(data)
1900	# more disables for 2D
1901	if self.data.__class__.__name__ == "Data2D" or \
1902	self.enable2D:
1903	self.slit_smearer.Disable()
1904	self.pinhole_smearer.Enable(True)
1905	self.default_mask = copy.deepcopy(self.data.mask)
1906	if self.data.err_data == None or\
1907	(self.data.err_data == 1).all() or\
1908	(self.data.err_data == 0).all():
1909	self.dI_didata.Enable(False)
1910	self.dI_noweight.SetValue(True)
1911	self.weightbt_string = self.dI_noweight.GetLabelText()
1912	else:
1913	self.dI_didata.Enable(True)
1914	self.dI_didata.SetValue(True)
1915	self.weightbt_string = self.dI_didata.GetLabelText()
1916	else:
1917	self.slit_smearer.Enable(True)
1918	self.pinhole_smearer.Enable(True)
1919	if self.data.dy == None or\
1920	(self.data.dy == 1).all() or\
1921	(self.data.dy == 0).all():
1922	self.dI_didata.Enable(False)
1923	self.dI_noweight.SetValue(True)
1924	self.weightbt_string = self.dI_noweight.GetLabelText()
1925	else:
1926	self.dI_didata.Enable(True)
1927	self.dI_didata.SetValue(True)
1928	self.weightbt_string = self.dI_didata.GetLabelText()
1929	# Enable weighting radio uttons
1930	self.dI_noweight.Enable(True)
1931	self.dI_sqrdata.Enable(True)
1932	self.dI_idata.Enable(True)
1933
1934	self.formfactorbox.Enable()
1935	self.structurebox.Enable()
1936	data_name = self.data.name
1937	_, _, npts = self.compute_data_range(self.data)
1938	#set maximum range for x in linear scale
1939	if not hasattr(self.data, "data"): #Display only for 1D data fit
1940	self.btEditMask.Disable()
1941	self.EditMask_title.Disable()
1942	else:
1943	self.btEditMask.Enable()
1944	self.EditMask_title.Enable()
1945
1946	self.Npts_total.SetValue(str(npts))
1947	#default:number of data points selected to fit
1948	self.Npts_fit.SetValue(str(npts))
1949	self.Npts_total.SetEditable(False)
1950	self.Npts_total.SetBackgroundColour(\
1951	self.GetParent().GetBackgroundColour())
1952
1953	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1954	self.dataSource.SetValue(data_name)
1955	self.state.data = data
1956	self.enable_fit_button()
1957	# send graph_id to page_finder
1958	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1959	#focus the page
1960	if check_data_validity(data):
1961	self.data_box_description.SetForegroundColour(wx.BLUE)
1962
1963	if self.batch_on:
1964	self.slit_smearer.Enable(False)
1965	self.pinhole_smearer.Enable(False)
1966
1967	self.on_set_focus(None)
1968	self.Refresh()
1969	#update model plot with new data information
1970	if flag:
1971	#set model view button
1972	if not self.enable_smearer.GetValue():
1973	self.disable_smearer.SetValue(True)
1974	self.onSmear(None)
1975	#self._set_smear(self.data)
1976
1977	if self.data.__class__.__name__ == "Data2D":
1978	self.enable2D = True
1979	self.model_view.SetLabel("2D Mode")
1980	else:
1981	self.enable2D = False
1982	self.model_view.SetLabel("1D Mode")
1983	self.model_view.Disable()
1984	#replace data plot on combo box selection
1985	#by removing the previous selected data
1986	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
1987	group_id=self.graph_id, id=id))
1988	#plot the current selected data
1989	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
1990	title=str(self.data.title)))
1991	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
1992	# caption=self.window_name)
1993	self._draw_model()
1994
1995	def _npts_click(self, event):
1996	"""
1997	Prevent further handling of the mouse event on Npts_total
1998	by not calling Skip().
1999	"""
2000	pass
2001
2002	def reset_page(self, state,first=False):
2003	"""
2004	reset the state
2005	"""
2006	self.reset_page_helper(state)
2007	#import sans.guiframe.gui_manager
2008	#evt = ModelEventbox(model=state.model)
2009	#wx.PostEvent(self.event_owner, evt)
2010
2011	if self.engine_type != None:
2012	self._manager._on_change_engine(engine=self.engine_type)
2013
2014	self.select_param(event = None)
2015	#Save state_fit
2016	self.save_current_state_fit()
2017	self._lay_out()
2018	self.Refresh()
2019
2020	def get_range(self):
2021	"""
2022	return the fitting range
2023	"""
2024	return float(self.qmin_x) , float(self.qmax_x)
2025
2026	def get_npts2fit(self):
2027	"""
2028	return numbers of data points within qrange
2029
2030	:Note: This is for Park where chi2 is not normalized by Npts of fit
2031
2032	"""
2033	if self.data is None:
2034	return
2035	npts2fit = 0
2036	qmin,qmax = self.get_range()
2037	if self.data.__class__.__name__ == "Data2D" or \
2038	self.enable2D:
2039	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2040	self.data.qy_data*self.data.qy_data )
2041	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2042	index_data= (index_data)&(self.data.mask)
2043	index_data = (index_data)&(numpy.isfinite(self.data.data))
2044	npts2fit = len(self.data.data[index_data])
2045	else:
2046	for qx in self.data.x:
2047	if qx >= qmin and qx <= qmax:
2048	npts2fit += 1
2049	return npts2fit
2050
2051	def set_npts2fit(self):
2052	"""
2053	setValue Npts for fitting
2054	"""
2055	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2056
2057	def get_chi2(self):
2058	"""
2059	return the current chi2
2060	"""
2061	return self.tcChi.GetValue()
2062
2063	def get_param_list(self):
2064	"""
2065	:return self.param_toFit: list containing references to TextCtrl
2066	checked.Theses TextCtrl will allow reference to parameters to fit.
2067
2068	:raise: if return an empty list of parameter fit will nnote work
2069	properly so raise ValueError,"missing parameter to fit"
2070	"""
2071	if self.param_toFit !=[]:
2072	return self.param_toFit
2073	else:
2074	msg = "missing parameters to fit"
2075	wx.MessageBox(msg, 'warning')
2076	return False
2077	#raise ValueError,"missing parameters to fit"
2078
2079	def onsetValues(self, chisqr, p_name, out, cov):
2080	"""
2081	Build the panel from the fit result
2082
2083	:param chisqr: Value of the goodness of fit metric
2084	:param p_name: the name of parameters
2085	:param out: list of parameter with the best value found during fitting
2086	:param cov: Covariance matrix
2087
2088	"""
2089	if out == None or not numpy.isfinite(chisqr):
2090	raise ValueError,"Fit error occured..."
2091
2092	is_modified = False
2093	has_error = False
2094	dispersity = ''
2095
2096	#Hide textctrl boxes of errors.
2097	self._clear_Err_on_Fit()
2098
2099	#Check if chi2 is finite
2100	if chisqr != None and numpy.isfinite(chisqr):
2101	#format chi2
2102	if self.engine_type == "park":
2103	npt_fit = float(self.get_npts2fit())
2104	# Taking care this in parkemgine
2105	#if npt_fit > 0:
2106	# chisqr =chisqr/npt_fit
2107	chi2 = format_number(chisqr, True)
2108	self.tcChi.SetValue(chi2)
2109	self.tcChi.Refresh()
2110	else:
2111	self.tcChi.SetValue("-")
2112
2113	#Hide error title
2114	if self.text2_3.IsShown() and not self.is_mac:
2115	self.text2_3.Hide()
2116
2117	try:
2118	if self.enable_disp.GetValue():
2119	if hasattr(self,"text_disp_1" ):
2120	if self.text_disp_1 != None and not self.is_mac:
2121	self.text_disp_1.Hide()
2122	except:
2123	dispersity = None
2124	pass
2125
2126
2127	i = 0
2128	#Set the panel when fit result are list
2129	for item in self.param_toFit:
2130	if len(item)>5 and item != None:
2131	## reset error value to initial state
2132	if not self.is_mac:
2133	item[3].Hide()
2134	item[4].Hide()
2135	for ind in range(len(out)):
2136	if item[1] == p_name[ind]:
2137	break
2138	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2139	val_out = format_number(out[ind], True)
2140	item[2].SetValue(val_out)
2141
2142	if(cov !=None and len(cov) == len(out)):
2143	try:
2144	if dispersity !=None:
2145	if self.enable_disp.GetValue():
2146	if hasattr(self,"text_disp_1" ):
2147	if self.text_disp_1!=None:
2148	if not self.text_disp_1.IsShown()\
2149	and not self.is_mac:
2150	self.text_disp_1.Show(True)
2151	except:
2152	pass
2153
2154	if cov[ind]!=None :
2155	if numpy.isfinite(float(cov[ind])):
2156	val_err = format_number(cov[ind], True)
2157	if not self.is_mac:
2158	item[3].Show(True)
2159	item[4].Show(True)
2160	item[4].SetValue(val_err)
2161	has_error = True
2162	i += 1
2163	#Show error title when any errors displayed
2164	if has_error:
2165	if not self.text2_3.IsShown():
2166	self.text2_3.Show(True)
2167	## save current state
2168	self.save_current_state()
2169
2170	#self._lay_out()
2171	if not self.is_mac:
2172	self.Layout()
2173	self.Refresh()
2174	self._mac_sleep(0.1)
2175	#plot model ( when drawing, do not update chisqr value again)
2176	self._draw_model(update_chisqr=False, source = 'fit')
2177	#PostStatusEvent
2178	#msg = "Fit completed!dddd "
2179	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2180
2181	def onWeighting(self, event):
2182	"""
2183	On Weighting radio button event, sets the weightbt_string
2184	"""
2185	self.weightbt_string = event.GetEventObject().GetLabelText()
2186	self._set_weight()
2187
2188	def _set_weight(self, is_2D=None):
2189	"""
2190	Set weight in fit problem
2191	"""
2192	# compute weight for the current data
2193	from .utils import get_weight
2194	flag_weight = self.get_weight_flag()
2195	if is_2D == None:
2196	is_2D = self._is_2D()
2197	weight = get_weight(data=self.data,
2198	is2d=is_2D,
2199	flag=flag_weight)
2200	self._manager.set_fit_weight(uid=self.uid,
2201	flag=flag_weight,
2202	is2d=is_2D,
2203	fid=None)
2204
2205	def onPinholeSmear(self, event):
2206	"""
2207	Create a custom pinhole smear object that will change the way residuals
2208	are compute when fitting
2209
2210	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2211	None for 1D
2212
2213	"""
2214	if self.model == None:
2215	self.disable_smearer.SetValue(True)
2216	if event == None:
2217	return
2218	msg="Please select a Model first..."
2219	wx.MessageBox(msg, 'Info')
2220	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2221	"Smear: %s"%msg))
2222	return
2223
2224	# Need update param values
2225	self._update_paramv_on_fit()
2226
2227	# msg default
2228	msg = None
2229	if event != None:
2230	tcrtl= event.GetEventObject()
2231	# event case of radio button
2232	if tcrtl.GetValue()== True:
2233	self.dx_min = 0.0
2234	self.dx_max = 0.0
2235	is_new_pinhole = True
2236	else:
2237	is_new_pinhole = self._is_changed_pinhole()
2238	else:
2239	is_new_pinhole = True
2240	# if any value is changed
2241	if is_new_pinhole:
2242	msg = self._set_pinhole_smear()
2243	# hide all silt sizer
2244	self._hide_all_smear_info()
2245
2246	##Calculate chi2
2247	temp_smearer = self.current_smearer
2248	#self.compute_chisqr(smearer= temp_smearer)
2249
2250	# show relevant slit sizers
2251	self._show_smear_sizer()
2252
2253	self.sizer_set_smearer.Layout()
2254	self.Layout()
2255
2256	if event != None:
2257	event.Skip()
2258	#self._undo.Enable(True)
2259	self.save_current_state()
2260	event = PageInfoEvent(page = self)
2261	wx.PostEvent(self.parent, event)
2262
2263	def _is_changed_pinhole(self):
2264	"""
2265	check if any of pinhole smear is changed
2266
2267	:return: True or False
2268
2269	"""
2270	# get the values
2271	pin_min = self.smear_pinhole_min.GetValue()
2272	pin_max = self.smear_pinhole_max.GetValue()
2273
2274	# Check changes in slit width
2275	try:
2276	dx_min = float(pin_min)
2277	except:
2278	return True
2279	if self.dx_min != dx_min:
2280	return True
2281
2282	# Check changes in slit heigth
2283	try:
2284	dx_max = float(pin_max)
2285	except:
2286	return True
2287	if self.dx_max != dx_max:
2288	return True
2289	return False
2290
2291	def _set_pinhole_smear(self):
2292	"""
2293	Set custom pinhole smear
2294
2295	:return: msg
2296
2297	"""
2298	# copy data
2299	data = copy.deepcopy(self.data)
2300	if self._is_2D():
2301	self.smear_type = 'Pinhole2d'
2302	len_data = len(data.data)
2303	data.dqx_data = numpy.zeros(len_data)
2304	data.dqy_data = numpy.zeros(len_data)
2305	else:
2306	self.smear_type = 'Pinhole'
2307	len_data = len(data.x)
2308	data.dx = numpy.zeros(len_data)
2309	data.dxl = None
2310	data.dxw = None
2311	msg = None
2312
2313	get_pin_min = self.smear_pinhole_min
2314	get_pin_max = self.smear_pinhole_max
2315
2316	if not check_float(get_pin_min):
2317	get_pin_min.SetBackgroundColour("pink")
2318	msg= "Model Error:wrong value entered!!!"
2319	elif not check_float(get_pin_max ):
2320	get_pin_max.SetBackgroundColour("pink")
2321	msg= "Model Error:wrong value entered!!!"
2322	else:
2323	if len_data < 2: len_data = 2
2324	self.dx_min = float(get_pin_min.GetValue())
2325	self.dx_max = float(get_pin_max.GetValue())
2326	if self.dx_min < 0:
2327	get_pin_min.SetBackgroundColour("pink")
2328	msg= "Model Error:This value can not be negative!!!"
2329	elif self.dx_max <0:
2330	get_pin_max.SetBackgroundColour("pink")
2331	msg= "Model Error:This value can not be negative!!!"
2332	elif self.dx_min != None and self.dx_max != None:
2333	if self._is_2D():
2334	data.dqx_data[data.dqx_data==0] = self.dx_min
2335	data.dqy_data[data.dqy_data==0] = self.dx_max
2336	elif self.dx_min == self.dx_max:
2337	data.dx[data.dx==0] = self.dx_min
2338	else:
2339	step = (self.dx_max - self.dx_min)/(len_data-1)
2340	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2341	step)
2342	elif self.dx_min != None:
2343	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2344	else: data.dx[data.dx==0] = self.dx_min
2345	elif self.dx_max != None:
2346	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2347	else: data.dx[data.dx==0] = self.dx_max
2348	self.current_smearer = smear_selection(data, self.model)
2349	# 2D need to set accuracy
2350	if self._is_2D():
2351	self.current_smearer.set_accuracy(accuracy = \
2352	self.smear2d_accuracy)
2353
2354	if msg != None:
2355	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2356	else:
2357	get_pin_min.SetBackgroundColour("white")
2358	get_pin_max.SetBackgroundColour("white")
2359	## set smearing value whether or not the data contain the smearing info
2360
2361	self._manager.set_smearer(smearer=self.current_smearer,
2362	fid=self.data.id,
2363	qmin=float(self.qmin_x),
2364	qmax= float(self.qmax_x),
2365	enable_smearer=not self.disable_smearer.GetValue(),
2366	uid=self.uid)
2367	return msg
2368
2369	def update_pinhole_smear(self):
2370	"""
2371	called by kill_focus on pinhole TextCntrl
2372	to update the changes
2373
2374	:return: False when wrong value was entered
2375
2376	"""
2377	# msg default
2378	msg = None
2379	# check if any value is changed
2380	if self._is_changed_pinhole():
2381	msg = self._set_pinhole_smear()
2382	#self._undo.Enable(True)
2383	wx.CallAfter(self.save_current_state)
2384
2385	if msg != None:
2386	return False
2387	else:
2388	return True
2389
2390	def onSlitSmear(self, event):
2391	"""
2392	Create a custom slit smear object that will change the way residuals
2393	are compute when fitting
2394	"""
2395	if self.model == None:
2396	self.disable_smearer.SetValue(True)
2397	if event == None:
2398	return
2399	msg="Please select a Model first..."
2400	wx.MessageBox(msg, 'Info')
2401	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2402	"Smear: %s"%msg))
2403	return
2404
2405	# Need update param values
2406	self._update_paramv_on_fit()
2407
2408	# msg default
2409	msg = None
2410	# for event given
2411	if event != None:
2412	tcrtl= event.GetEventObject()
2413	# event case of radio button
2414	if tcrtl.GetValue():
2415	self.dxl = 0.0
2416	self.dxw = 0.0
2417	is_new_slit = True
2418	else:
2419	is_new_slit = self._is_changed_slit()
2420	else:
2421	is_new_slit = True
2422
2423	# if any value is changed
2424	if is_new_slit:
2425	msg = self._set_slit_smear()
2426
2427	# hide all silt sizer
2428	self._hide_all_smear_info()
2429	##Calculate chi2
2430	#self.compute_chisqr(smearer= self.current_smearer)
2431	# show relevant slit sizers
2432	self._show_smear_sizer()
2433	self.sizer_set_smearer.Layout()
2434	self.Layout()
2435
2436	if event != None:
2437	event.Skip()
2438	#self._undo.Enable(True)
2439	self.save_current_state()
2440	event = PageInfoEvent(page = self)
2441	wx.PostEvent(self.parent, event)
2442	if msg != None:
2443	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2444
2445	def _is_changed_slit(self):
2446	"""
2447	check if any of slit lengths is changed
2448
2449	:return: True or False
2450
2451	"""
2452	# get the values
2453	width = self.smear_slit_width.GetValue()
2454	height = self.smear_slit_height.GetValue()
2455
2456	# check and change the box bg color if it was pink
2457	# but it should be white now
2458	# because this is the case that _set_slit_smear() will not handle
2459	if height.lstrip().rstrip()=="":
2460	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2461	if width.lstrip().rstrip()=="":
2462	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2463
2464	# Check changes in slit width
2465	if width == "":
2466	dxw = 0.0
2467	else:
2468	try:
2469	dxw = float(width)
2470	except:
2471	return True
2472	if self.dxw != dxw:
2473	return True
2474
2475	# Check changes in slit heigth
2476	if height == "":
2477	dxl = 0.0
2478	else:
2479	try:
2480	dxl = float(height)
2481	except:
2482	return True
2483	if self.dxl != dxl:
2484	return True
2485
2486	return False
2487
2488	def _set_slit_smear(self):
2489	"""
2490	Set custom slit smear
2491
2492	:return: message to inform the user about the validity
2493	of the values entered for slit smear
2494	"""
2495	if self.data.__class__.__name__ == "Data2D" or \
2496	self.enable2D:
2497	return
2498	temp_smearer = None
2499	# make sure once more if it is smearer
2500	data = copy.deepcopy(self.data)
2501	data_len = len(data.x)
2502	data.dx = None
2503	data.dxl = None
2504	data.dxw = None
2505	msg = None
2506
2507	try:
2508	self.dxl = float(self.smear_slit_height.GetValue())
2509	data.dxl = self.dxl* numpy.ones(data_len)
2510	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2511	except:
2512	data.dxl = numpy.zeros(data_len)
2513	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2514	self.smear_slit_height.SetBackgroundColour("pink")
2515	msg = "Wrong value entered... "
2516	else:
2517	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2518	try:
2519	self.dxw = float(self.smear_slit_width.GetValue())
2520	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2521	data.dxw = self.dxw* numpy.ones(data_len)
2522	except:
2523	data.dxw = numpy.zeros(data_len)
2524	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2525	self.smear_slit_width.SetBackgroundColour("pink")
2526	msg = "Wrong Fit value entered... "
2527	else:
2528	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2529
2530	self.current_smearer = smear_selection(data, self.model)
2531	#temp_smearer = self.current_smearer
2532	## set smearing value whether or not the data contain the smearing info
2533	self._manager.set_smearer(smearer=self.current_smearer,
2534	fid=self.data.id,
2535	qmin=float(self.qmin_x),
2536	qmax= float(self.qmax_x),
2537	enable_smearer=not self.disable_smearer.GetValue(),
2538	uid=self.uid)
2539	return msg
2540
2541	def update_slit_smear(self):
2542	"""
2543	called by kill_focus on pinhole TextCntrl
2544	to update the changes
2545
2546	:return: False when wrong value was entered
2547
2548	"""
2549	# msg default
2550	msg = None
2551	# check if any value is changed
2552	if self._is_changed_slit():
2553	msg = self._set_slit_smear()
2554	#self._undo.Enable(True)
2555	self.save_current_state()
2556
2557	if msg != None:
2558	return False
2559	else:
2560	return True
2561
2562	def onSmear(self, event):
2563	"""
2564	Create a smear object that will change the way residuals
2565	are compute when fitting
2566	"""
2567	if event != None:
2568	event.Skip()
2569	if self.data is None:
2570	return
2571
2572	if self.model == None:
2573	self.disable_smearer.SetValue(True)
2574	if event == None:
2575	return
2576	msg="Please select a Model first..."
2577	wx.MessageBox(msg, 'Info')
2578	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2579	"Smear: %s"%msg))
2580	return
2581
2582	# Need update param values
2583	self._update_paramv_on_fit()
2584
2585	temp_smearer = None
2586	self._get_smear_info()
2587
2588	#renew smear sizer
2589	if self.smear_type != None:
2590	self.smear_description_smear_type.SetValue(str(self.smear_type))
2591	self.smear_data_left.SetValue(str(self.dq_l))
2592	self.smear_data_right.SetValue(str(self.dq_r))
2593
2594	self._hide_all_smear_info()
2595
2596	data = copy.deepcopy(self.data)
2597	# make sure once more if it is smearer
2598	temp_smearer = smear_selection(data, self.model)
2599	if self.current_smearer != temp_smearer:
2600	self.current_smearer = temp_smearer
2601	if self.enable_smearer.GetValue():
2602	if hasattr(self.data,"dxl"):
2603
2604	msg= ": Resolution smearing parameters"
2605	if hasattr(self.data,"dxw"):
2606	msg= ": Slit smearing parameters"
2607	if self.current_smearer ==None:
2608	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2609	"Data contains no smearing information"))
2610	else:
2611	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2612	"Data contains smearing information"))
2613
2614	#self.smear_description_dqdata.Show(True)
2615	self.smear_data_left.Show(True)
2616	self.smear_data_right.Show(True)
2617	temp_smearer= self.current_smearer
2618	elif self.disable_smearer.GetValue():
2619	self.smear_description_none.Show(True)
2620	elif self.pinhole_smearer.GetValue():
2621	self.onPinholeSmear(None)
2622	elif self.slit_smearer.GetValue():
2623	self.onSlitSmear(None)
2624
2625	self._show_smear_sizer()
2626
2627	self.sizer_set_smearer.Layout()
2628	self.Layout()
2629	self._set_weight()
2630
2631	## set smearing value whether or not the data contain the smearing info
2632	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2633	fid=self.data.id,
2634	qmin=float(self.qmin_x),
2635	qmax=float(self.qmax_x),
2636	enable_smearer=not self.disable_smearer.GetValue(),
2637	draw=True)
2638
2639	self.state.enable_smearer= self.enable_smearer.GetValue()
2640	self.state.disable_smearer=self.disable_smearer.GetValue()
2641	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2642	self.state.slit_smearer = self.slit_smearer.GetValue()
2643
2644	def on_complete_chisqr(self, event):
2645	"""
2646	Display result chisqr on the panel
2647	:event: activated by fitting/ complete after draw
2648	"""
2649	try:
2650	if event == None:
2651	output= "-"
2652	elif not numpy.isfinite(event.output):
2653	output= "-"
2654	else:
2655	output = event.output
2656	self.tcChi.SetValue(str(format_number(output, True)))
2657	self.state.tcChi = self.tcChi.GetValue()
2658	except:
2659	pass
2660
2661
2662	def get_all_checked_params(self):
2663	"""
2664	Found all parameters current check and add them to list of parameters to
2665	fit
2666	"""
2667	self.param_toFit = []
2668	for item in self.parameters:
2669	if item[0].GetValue() and item not in self.param_toFit:
2670	self.param_toFit.append(item)
2671	for item in self.fittable_param:
2672	if item[0].GetValue() and item not in self.param_toFit:
2673	self.param_toFit.append(item)
2674	self.save_current_state_fit()
2675
2676
2677	event = PageInfoEvent(page = self)
2678	wx.PostEvent(self.parent, event)
2679	param2fit = []
2680	for item in self.param_toFit:
2681	if item[0]:
2682	param2fit.append(item[1])
2683	self.parent._manager.set_param2fit(self.uid, param2fit)
2684
2685	def select_all_param(self, event):
2686	"""
2687	set to true or false all checkBox given the main checkbox value cb1
2688	"""
2689	self.param_toFit = []
2690	if self.parameters !=[]:
2691	if self.cb1.GetValue():
2692	for item in self.parameters:
2693	## for data2D select all to fit
2694	if self.data.__class__.__name__== "Data2D" or \
2695	self.enable2D:
2696	item[0].SetValue(True)
2697	self.param_toFit.append(item)
2698	else:
2699	## for 1D all parameters except orientation
2700	if not item in self.orientation_params:
2701	item[0].SetValue(True)
2702	self.param_toFit.append(item )
2703	#if len(self.fittable_param)>0:
2704	for item in self.fittable_param:
2705	if self.data.__class__.__name__== "Data2D" or \
2706	self.enable2D:
2707	item[0].SetValue(True)
2708	self.param_toFit.append(item)
2709	try:
2710	if len(self.values[item[1]]) > 0:
2711	item[0].SetValue(False)
2712	except:
2713	pass
2714
2715	else:
2716	## for 1D all parameters except orientation
2717	if not item in self.orientation_params_disp:
2718	item[0].SetValue(True)
2719	self.param_toFit.append(item )
2720	try:
2721	if len(self.values[item[1]]) > 0:
2722	item[0].SetValue(False)
2723	except:
2724	pass
2725
2726	else:
2727	for item in self.parameters:
2728	item[0].SetValue(False)
2729	for item in self.fittable_param:
2730	item[0].SetValue(False)
2731	self.param_toFit=[]
2732
2733	self.save_current_state_fit()
2734
2735	if event !=None:
2736	#self._undo.Enable(True)
2737	## post state to fit panel
2738	event = PageInfoEvent(page = self)
2739	wx.PostEvent(self.parent, event)
2740	param2fit = []
2741	for item in self.param_toFit:
2742	if item[0]:
2743	param2fit.append(item[1])
2744	self.parent._manager.set_param2fit(self.uid, param2fit)
2745
2746
2747	def select_param(self,event):
2748	"""
2749	Select TextCtrl checked for fitting purpose and stores them
2750	in self.param_toFit=[] list
2751	"""
2752	self.param_toFit = []
2753	for item in self.parameters:
2754	#Skip t ifhe angle parameters if 1D data
2755	if self.data.__class__.__name__ != "Data2D" and\
2756	not self.enable2D:
2757	if item in self.orientation_params:
2758	continue
2759	#Select parameters to fit for list of primary parameters
2760	if item[0].GetValue():
2761	if not (item in self.param_toFit):
2762	self.param_toFit.append(item )
2763	else:
2764	#remove parameters from the fitting list
2765	if item in self.param_toFit:
2766	self.param_toFit.remove(item)
2767
2768	#Select parameters to fit for list of fittable parameters
2769	# with dispersion
2770	for item in self.fittable_param:
2771	#Skip t ifhe angle parameters if 1D data
2772	if self.data.__class__.__name__ != "Data2D" and\
2773	not self.enable2D:
2774	if item in self.orientation_params:
2775	continue
2776	if item[0].GetValue():
2777	if not (item in self.param_toFit):
2778	self.param_toFit.append(item)
2779	else:
2780	#remove parameters from the fitting list
2781	if item in self.param_toFit:
2782	self.param_toFit.remove(item)
2783
2784	#Calculate num. of angle parameters
2785	if self.data.__class__.__name__ == "Data2D" or \
2786	self.enable2D:
2787	len_orient_para = 0
2788	else:
2789	len_orient_para = len(self.orientation_params) #assume even len
2790	#Total num. of angle parameters
2791	if len(self.fittable_param) > 0:
2792	len_orient_para *= 2
2793	#Set the value of checkbox that selected every checkbox or not
2794	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2795	len(self.param_toFit):
2796	self.cb1.SetValue(True)
2797	else:
2798	self.cb1.SetValue(False)
2799
2800
2801
2802	self.save_current_state_fit()
2803	if event !=None:
2804	#self._undo.Enable(True)
2805	## post state to fit panel
2806	event = PageInfoEvent(page = self)
2807	wx.PostEvent(self.parent, event)
2808
2809	param2fit = []
2810	for item in self.param_toFit:
2811	if item[0]:
2812	param2fit.append(item[1])
2813	self.parent._manager.set_param2fit(self.uid, param2fit)
2814
2815	def set_model_param_sizer(self, model):
2816	"""
2817	Build the panel from the model content
2818
2819	:param model: the model selected in combo box for fitting purpose
2820
2821	"""
2822	self.sizer3.Clear(True)
2823	self.parameters = []
2824	self.str_parameters = []
2825	self.param_toFit=[]
2826	self.fittable_param=[]
2827	self.fixed_param=[]
2828	self.orientation_params=[]
2829	self.orientation_params_disp=[]
2830
2831	if model ==None:
2832	self.sizer3.Layout()
2833	self.SetupScrolling()
2834	return
2835	## the panel is drawn using the current value of the fit engine
2836	if self.engine_type==None and self._manager !=None:
2837	self.engine_type= self._manager._return_engine_type()
2838
2839	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2840	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2841	sizer = wx.GridBagSizer(5,5)
2842	## save the current model
2843	self.model = model
2844
2845	keys = self.model.getParamList()
2846	#list of dispersion paramaters
2847	self.disp_list=self.model.getDispParamList()
2848
2849	def custom_compare(a,b):
2850	"""
2851	Custom compare to order, first by alphabets then second by number.
2852	"""
2853	# number at the last digit
2854	a_last = a[len(a)-1]
2855	b_last = b[len(b)-1]
2856	# default
2857	num_a = None
2858	num_b = None
2859	# split the names
2860	a2 = a.lower().split('_')
2861	b2 = b.lower().split('_')
2862	# check length of a2, b2
2863	len_a2 = len(a2)
2864	len_b2 = len(b2)
2865	# check if it contains a int number(<10)
2866	try:
2867	num_a = int(a_last)
2868	except: pass
2869	try:
2870	num_b = int(b_last)
2871	except: pass
2872	# Put 'scale' near the top; happens
2873	# when numbered param name exists
2874	if a == 'scale':
2875	return -1
2876	# both have a number
2877	if num_a != None and num_b != None:
2878	if num_a > num_b: return -1
2879	# same number
2880	elif num_a == num_b:
2881	# different last names
2882	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2883	return -cmp(a2[len_a2-1], b2[len_b2-1])
2884	else:
2885	return cmp(a, b)
2886	else: return 1
2887	# one of them has a number
2888	elif num_a != None: return 1
2889	elif num_b != None: return -1
2890	# no numbers
2891	else: return cmp(a.lower(), b.lower())
2892
2893
2894	keys.sort(custom_compare)
2895
2896	iy = 0
2897	ix = 0
2898	select_text = "Select All"
2899	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2900	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2901	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2902	self.cb1.SetValue(True)
2903
2904	sizer.Add(self.cb1,(iy, ix),(1,1),\
2905	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2906	ix +=1
2907	self.text2_2 = wx.StaticText(self, -1, 'Value')
2908	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2909	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2910	ix +=2
2911	self.text2_3 = wx.StaticText(self, -1, 'Error')
2912	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2913	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2914	if not self.is_mac:
2915	self.text2_3.Hide()
2916	ix +=1
2917	self.text2_min = wx.StaticText(self, -1, 'Min')
2918	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2919	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2920	#self.text2_min.Hide()
2921	ix +=1
2922	self.text2_max = wx.StaticText(self, -1, 'Max')
2923	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2924	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2925	#self.text2_max.Hide()
2926	ix += 1
2927	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2928	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2929	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2930	self.text2_4.Hide()
2931
2932	CHECK_STATE = self.cb1.GetValue()
2933	for item in keys:
2934	if not item in self.disp_list and not item in \
2935	self.model.orientation_params:
2936
2937	##prepare a spot to store errors
2938	if not self.model.details.has_key(item):
2939	self.model.details [item] = ["",None,None]
2940
2941	iy += 1
2942	ix = 0
2943	if (self.model.__class__ in \
2944	self.model_list_box["Multi-Functions"] or \
2945	self.temp_multi_functional)\
2946	and (item in self.model.non_fittable):
2947	non_fittable_name = wx.StaticText(self, -1, item )
2948	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2949	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2950	## add parameter value
2951	ix += 1
2952	value= self.model.getParam(item)
2953	if len(self.model.fun_list) > 0:
2954	num = item.split('_')[1][5:7]
2955	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2956	style=wx.CB_READONLY, name = '%s'% item)
2957	self._set_fun_box_list(fun_box)
2958	fun_box.SetSelection(0)
2959	#self.fun_box.SetToolTipString("A function
2960	# describing the interface")
2961	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2962	else:
2963	fun_box = self.ModelTextCtrl(self, -1,
2964	size=(_BOX_WIDTH,20),
2965	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2966	fun_box.SetToolTipString(\
2967	"Hit 'Enter' after typing to update the plot.")
2968	fun_box.SetValue(format_number(value, True))
2969	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2970	self.str_parameters.append([None,item, fun_box,
2971	None, None, None,
2972	None, None])
2973
2974
2975	else:
2976	## add parameters name with checkbox for selecting to fit
2977	cb = wx.CheckBox(self, -1, item)
2978	cb.SetValue(CHECK_STATE)
2979	cb.SetToolTipString(" Check mark to fit.")
2980	#cb.SetValue(True)
2981	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2982
2983	sizer.Add( cb,( iy, ix),(1,1),
2984	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2985
2986	## add parameter value
2987	ix += 1
2988	value= self.model.getParam(item)
2989	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2990	style=wx.TE_PROCESS_ENTER)
2991	ctl1.SetToolTipString(\
2992	"Hit 'Enter' after typing to update the plot.")
2993	ctl1.SetValue(format_number(value, True))
2994	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2995	## text to show error sign
2996	ix += 1
2997	text2=wx.StaticText(self, -1, '+/-')
2998	sizer.Add(text2,(iy, ix),(1,1),\
2999	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3000	if not self.is_mac:
3001	text2.Hide()
3002	ix += 1
3003	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3004	sizer.Add(ctl2, (iy,ix),(1,1),
3005	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3006	if not self.is_mac:
3007	ctl2.Hide()
3008
3009	ix += 1
3010	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3011	style=wx.TE_PROCESS_ENTER,
3012	text_enter_callback = self._onparamRangeEnter)
3013
3014	sizer.Add(ctl3, (iy,ix),(1,1),
3015	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3016
3017	ix += 1
3018	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3019	style=wx.TE_PROCESS_ENTER,
3020	text_enter_callback = self._onparamRangeEnter)
3021	sizer.Add(ctl4, (iy,ix),(1,1),
3022	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3023
3024	ix +=1
3025	# Units
3026	if self.model.details.has_key(item):
3027	units = wx.StaticText(self, -1,
3028	self.model.details[item][0], style=wx.ALIGN_LEFT)
3029	else:
3030	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3031	sizer.Add(units, (iy,ix),(1,1),
3032	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3033
3034	##[cb state, name, value, "+/-", error of fit, min, max , units]
3035	self.parameters.append([cb,item, ctl1,
3036	text2,ctl2, ctl3, ctl4,units])
3037
3038	iy+=1
3039	sizer.Add((10,10),(iy,ix),(1,1),
3040	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3041
3042	# type can be either Guassian or Array
3043	if len(self.model.dispersion.values())>0:
3044	type= self.model.dispersion.values()[0]["type"]
3045	else:
3046	type = "Gaussian"
3047
3048	iy += 1
3049	ix = 0
3050	#Add tile for orientational angle
3051	for item in keys:
3052	if item in self.model.orientation_params:
3053	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3054	sizer.Add(orient_angle,(iy, ix),(1,1),
3055	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3056	if not self.data.__class__.__name__ == "Data2D" and \
3057	not self.enable2D:
3058	orient_angle.Hide()
3059	else:
3060	orient_angle.Show(True)
3061	break
3062
3063	#For Gaussian only
3064	if type.lower() != "array":
3065	for item in self.model.orientation_params:
3066	if not item in self.disp_list:
3067	##prepare a spot to store min max
3068	if not self.model.details.has_key(item):
3069	self.model.details [item] = ["",None,None]
3070
3071	iy += 1
3072	ix = 0
3073	## add parameters name with checkbox for selecting to fit
3074	cb = wx.CheckBox(self, -1, item )
3075	cb.SetValue(CHECK_STATE)
3076	cb.SetToolTipString("Check mark to fit")
3077	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3078	if self.data.__class__.__name__ == "Data2D" or \
3079	self.enable2D:
3080	cb.Show(True)
3081	else:
3082	cb.Hide()
3083	sizer.Add( cb,( iy, ix),(1,1),
3084	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3085
3086	## add parameter value
3087	ix += 1
3088	value= self.model.getParam(item)
3089	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3090	style=wx.TE_PROCESS_ENTER)
3091	ctl1.SetToolTipString(\
3092	"Hit 'Enter' after typing to update the plot.")
3093	ctl1.SetValue(format_number(value, True))
3094	if self.data.__class__.__name__ == "Data2D" or \
3095	self.enable2D:
3096	ctl1.Show(True)
3097	else:
3098	ctl1.Hide()
3099	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3100	## text to show error sign
3101	ix += 1
3102	text2=wx.StaticText(self, -1, '+/-')
3103	sizer.Add(text2,(iy, ix),(1,1),\
3104	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3105
3106	text2.Hide()
3107	ix += 1
3108	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3109	sizer.Add(ctl2, (iy,ix),(1,1),
3110	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3111
3112	ctl2.Hide()
3113
3114
3115	ix += 1
3116	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3117	style=wx.TE_PROCESS_ENTER,
3118	text_enter_callback = self._onparamRangeEnter)
3119
3120	sizer.Add(ctl3, (iy,ix),(1,1),
3121	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3122	ctl3.Hide()
3123
3124	ix += 1
3125	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3126	style=wx.TE_PROCESS_ENTER,
3127	text_enter_callback = self._onparamRangeEnter)
3128	sizer.Add(ctl4, (iy,ix),(1,1),
3129	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3130
3131	ctl4.Hide()
3132
3133	if self.data.__class__.__name__ == "Data2D" or \
3134	self.enable2D:
3135	if self.is_mac:
3136	text2.Show(True)
3137	ctl2.Show(True)
3138	ctl3.Show(True)
3139	ctl4.Show(True)
3140
3141	ix +=1
3142	# Units
3143	if self.model.details.has_key(item):
3144	units = wx.StaticText(self, -1,
3145	self.model.details[item][0],
3146	style=wx.ALIGN_LEFT)
3147	else:
3148	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3149	if self.data.__class__.__name__ == "Data2D" or \
3150	self.enable2D:
3151	units.Show(True)
3152
3153	else:
3154	units.Hide()
3155
3156	sizer.Add(units, (iy,ix),(1,1),
3157	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3158
3159	##[cb state, name, value, "+/-", error of fit,min,max,units]
3160	self.parameters.append([cb,item, ctl1,
3161	text2,ctl2, ctl3, ctl4,units])
3162	self.orientation_params.append([cb,item, ctl1,
3163	text2,ctl2, ctl3, ctl4,units])
3164
3165	iy+=1
3166
3167	#Display units text on panel
3168	for item in keys:
3169	if self.model.details.has_key(item):
3170	self.text2_4.Show()
3171	#Fill the list of fittable parameters
3172	self.get_all_checked_params()
3173	self.save_current_state_fit()
3174	boxsizer1.Add(sizer)
3175	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3176	self.sizer3.Layout()
3177	self.Layout()
3178	#self.Refresh()
3179
3180	def on_right_down(self, event):
3181	"""
3182	Get key stroke event
3183	"""
3184	if self.data == None:
3185	return
3186	# Figuring out key combo: Cmd for copy, Alt for paste
3187	if event.AltDown() and event.ShiftDown():
3188	self._manager.show_ftol_dialog()
3189	flag = True
3190	elif event.AltDown() or event.ShiftDown():
3191	flag = False
3192	else:
3193	return
3194	# make event free
3195	event.Skip()
3196	# messages depending on the flag
3197	if not flag:
3198	msg = " Could not open ftol dialog;"
3199	msg += " Check if the Scipy fit engine is selected in the menubar."
3200	infor = 'warning'
3201	# inform msg to wx
3202	wx.PostEvent( self.parent.parent,
3203	StatusEvent(status= msg, info=infor))
3204
3205
3206	def _onModel2D(self, event):
3207	"""
3208	toggle view of model from 1D to 2D or 2D from 1D
3209	"""
3210	if self.model_view.GetLabelText() == "Show 2D":
3211	self.model_view.SetLabel("Show 1D")
3212	self.enable2D = True
3213
3214	else:
3215	self.model_view.SetLabel("Show 2D")
3216	self.enable2D = False
3217	self.Show(False)
3218	self.create_default_data()
3219	self._manager.store_data(self.uid, data_list=[self.data])
3220
3221	self.set_model_param_sizer(self.model)
3222	self._set_sizer_dispersion()
3223	self._set_weight(is_2D= self.enable2D)
3224	self._set_smear_buttons()
3225	self.Show(True)
3226	self._draw_model()
3227
3228
3229	self.state.enable2D = copy.deepcopy(self.enable2D)
3230
3231	def _set_smear_buttons(self):
3232	"""
3233	Set semarer radio buttons
3234	"""
3235	# more disables for 2D
3236	if self.data.__class__.__name__ == "Data2D" or \
3237	self.enable2D:
3238	self.slit_smearer.Disable()
3239	self.pinhole_smearer.Enable(True)
3240	self.default_mask = copy.deepcopy(self.data.mask)
3241	else:
3242	self.slit_smearer.Enable(True)
3243	self.pinhole_smearer.Enable(True)
3244
3245
3246	class BGTextCtrl(wx.TextCtrl):
3247	"""
3248	Text control used to display outputs.
3249	No editing allowed. The background is
3250	grayed out. User can't select text.
3251	"""
3252	def __init__(self, args, *kwds):
3253	wx.TextCtrl.__init__(self, args, *kwds)
3254	self.SetEditable(False)
3255	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3256
3257	# Bind to mouse event to avoid text highlighting
3258	# The event will be skipped once the call-back
3259	# is called.
3260	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3261
3262	def _click(self, event):
3263	"""
3264	Prevent further handling of the mouse event
3265	by not calling Skip().
3266	"""
3267	pass
3268

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 269df2b

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