fitpage.py @ 9ede123

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 9ede123 was f9feff3, checked in by Jae Cho <jhjcho@…>, 13 years ago
cleaned up a little
Property mode set to `100644`
File size: 135.0 KB

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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	"""
1069	if not self.data.is_data:
1070	self.npts_x = self.Npts_total.GetValue()
1071	self.Npts_fit.SetValue(self.npts_x)
1072	self.create_default_data()
1073	"""
1074	flag = self._update_paramv_on_fit()
1075
1076	wx.CallAfter(self._onparamEnter_helper)
1077	if not flag:
1078	msg= "The parameters are invalid"
1079	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1080	return
1081
1082
1083	def _onFit(self, event):
1084	"""
1085	Allow to fit
1086	"""
1087	if event != None:
1088	event.Skip()
1089	if len(self.parent._manager.fit_thread_list)>0 and\
1090	self.parent._manager._fit_engine != "park" and\
1091	self._manager.sim_page.uid == self.uid:
1092	msg = "The FitEnging will be set to 'ParkMC'\n"
1093	msg += " to fit with more than one data set..."
1094	wx.MessageBox(msg, 'Info')
1095	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1096	# "Fitting: %s"%msg))
1097
1098	if self.data is None:
1099	msg = "Please get Data first..."
1100	wx.MessageBox(msg, 'Info')
1101	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1102	"Fit: %s" % msg))
1103	return
1104	if self.model is None:
1105	msg = "Please select a Model first..."
1106	wx.MessageBox(msg, 'Info')
1107	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1108	"Fit: %s"%msg, type="stop"))
1109	return
1110
1111	if len(self.param_toFit) <= 0:
1112	msg= "Select at least one parameter to fit"
1113	wx.MessageBox(msg, 'Info')
1114	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1115	type="stop" ))
1116	return
1117
1118	flag = self._update_paramv_on_fit()
1119
1120	if self.batch_on and not self._is_2D():
1121	if not self._validate_Npts_1D():
1122	return
1123
1124	if not flag:
1125	msg= "Fitting range or parameters are invalid"
1126	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1127	type="stop"))
1128	return
1129
1130	self.select_param(event =None)
1131
1132	#Clear errors if exist from previous fitting
1133	#self._clear_Err_on_Fit()
1134
1135	# Remove or do not allow fitting on the Q=0 point, especially
1136	# when y(q=0)=None at x[0].
1137	self.qmin_x = float(self.qmin.GetValue())
1138	self.qmax_x = float(self.qmax.GetValue())
1139	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1140	self._manager.schedule_for_fit(uid=self.uid,value=1)
1141	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1142	qmax=self.qmax_x)
1143
1144	#single fit
1145	self._manager.onFit(uid=self.uid)
1146	self.btFit.SetLabel("Stop")
1147	self.bind_fit_button()
1148
1149	def get_weight_flag(self):
1150	"""
1151	Get flag corresponding to a given weighting dI data.
1152	"""
1153	button_list = [self.dI_noweight,
1154	self.dI_didata,
1155	self.dI_sqrdata,
1156	self.dI_idata]
1157	flag = 1
1158	for item in button_list:
1159	if item.GetValue():
1160	if button_list.index(item) == 0:
1161	flag = 0 #dy = numpy.ones_like(dy_data)
1162	elif button_list.index(item) == 1:
1163	flag = 1 #dy = dy_data
1164	elif button_list.index(item) == 2:
1165	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1166	elif button_list.index(item) == 3:
1167	flag = 3 # dy = numpy.abs(data)
1168	break
1169	return flag
1170
1171	def bind_fit_button(self):
1172	"""
1173	bind the fit button to either fit handler or stop fit handler
1174	"""
1175	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1176	if self.btFit.GetLabel().lower() == "stop":
1177	self.fit_started = True
1178	self.btFit.SetForegroundColour('red')
1179	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1180	id=self.btFit.GetId())
1181	elif self.btFit.GetLabel().lower() == "fit":
1182	self.fit_started = False
1183	self.btFit.SetDefault()
1184	self.btFit.SetForegroundColour('black')
1185	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1186	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1187	id=self.btFit.GetId())
1188	else:
1189	msg = "FitPage: fit button has unknown label"
1190	raise ValuerError, msg
1191	self._manager._reset_schedule_problem(value=0)
1192
1193	def is_fitting(self):
1194	if self.fit_started:
1195	self._StopFit(event=None)
1196
1197	def _StopFit(self, event=None):
1198	"""
1199	Stop fit
1200	"""
1201	#time.sleep(0.1)
1202	if event != None:
1203	event.Skip()
1204	#if self.engine_type=="scipy":
1205	self._manager.stop_fit(self.uid)
1206	self._manager._reset_schedule_problem(value=0)
1207	self._on_fit_complete()
1208
1209	def rename_model(self):
1210	"""
1211	find a short name for model
1212	"""
1213	if self.model is not None:
1214	self.model.name = "M" + str(self.index_model)
1215
1216
1217	def _on_select_model(self, event=None):
1218	"""
1219	call back for model selection
1220	"""
1221	self.Show(False)
1222	copy_flag = False
1223	is_poly_enabled = None
1224	if event != None:
1225	if (event.GetEventObject() == self.formfactorbox\
1226	and self.structurebox.GetValue() != 'None')\
1227	or event.GetEventObject() == self.structurebox\
1228	or event.GetEventObject() == self.multifactorbox:
1229	copy_flag = self.get_copy_params()
1230	is_poly_enabled = self.enable_disp.GetValue()
1231
1232	self._on_select_model_helper()
1233	self.set_model_param_sizer(self.model)
1234	if self.model is None:
1235	self._set_bookmark_flag(False)
1236	self._keep.Enable(False)
1237	self._set_save_flag(False)
1238	self.enable_disp.SetValue(False)
1239	self.disable_disp.SetValue(True)
1240	try:
1241	self.set_dispers_sizer()
1242	except:
1243	pass
1244	#self.btFit.SetFocus()
1245	self.state.enable_disp = self.enable_disp.GetValue()
1246	self.state.disable_disp = self.disable_disp.GetValue()
1247	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1248	self.state.slit_smearer = self.slit_smearer.GetValue()
1249
1250	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1251	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1252	self.enable_fit_button()
1253	if self.model != None:
1254	self.rename_model()
1255	self._set_copy_flag(True)
1256	self._set_paste_flag(True)
1257	if self.data is not None:
1258	is_data = check_data_validity(self.data)
1259	if is_data:
1260	self._set_bookmark_flag(True)
1261	self._keep.Enable(True)
1262	#self._set_save_flag(True)
1263	# Reset smearer, model and data
1264	if not copy_flag:
1265	self.disable_smearer.SetValue(True)
1266	self.enable_smearer.SetValue(False)
1267
1268	# more disables for 2D
1269	self._set_smear_buttons()
1270
1271	try:
1272	# update smearer sizer
1273	#if not self.enable_smearer.GetValue():
1274	# self.disable_smearer.SetValue(True)
1275	self.onSmear(None)
1276	temp_smear = None
1277	if not self.disable_smearer.GetValue():
1278	# Set the smearer environments
1279	temp_smear = self.current_smearer
1280	except:
1281	raise
1282	## error occured on chisqr computation
1283	#pass
1284	## event to post model to fit to fitting plugins
1285	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1286
1287	## set smearing value whether or not
1288	# the data contain the smearing info
1289	evt = ModelEventbox(model=self.model,
1290	smearer=temp_smear,
1291	enable_smearer=not self.disable_smearer.GetValue(),
1292	qmin=float(self.qmin_x),
1293	uid=self.uid,
1294	caption=self.window_caption,
1295	qmax=float(self.qmax_x))
1296
1297	self._manager._on_model_panel(evt=evt)
1298	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1299	self.mbox_description.SetForegroundColour(wx.BLUE)
1300	self.state.model = self.model.clone()
1301	self.state.model.name = self.model.name
1302
1303
1304	if event != None:
1305	## post state to fit panel
1306	new_event = PageInfoEvent(page = self)
1307	wx.PostEvent(self.parent, new_event)
1308	#update list of plugins if new plugin is available
1309	if self.plugin_rbutton.GetValue():
1310	temp = self.parent.update_model_list()
1311	if temp:
1312	self.model_list_box = temp
1313	current_val = self.formfactorbox.GetValue()
1314	pos = self.formfactorbox.GetSelection()
1315	self._show_combox_helper()
1316	self.formfactorbox.SetSelection(pos)
1317	self.formfactorbox.SetValue(current_val)
1318	# when select a model only from guictr/button
1319	if is_poly_enabled != None:
1320	self.enable_disp.SetValue(is_poly_enabled)
1321	self.disable_disp.SetValue(not is_poly_enabled)
1322	self._set_dipers_Param(event=None)
1323	self.state.enable_disp = self.enable_disp.GetValue()
1324	self.state.disable_disp = self.disable_disp.GetValue()
1325
1326	# Keep the previous param values
1327	if copy_flag:
1328	self.get_paste_params(copy_flag)
1329	wx.CallAfter(self._onDraw, None)
1330
1331	else:
1332	self._draw_model()
1333
1334	if self.batch_on:
1335	self.slit_smearer.Enable(False)
1336	self.pinhole_smearer.Enable(False)
1337	self.btEditMask.Disable()
1338	self.EditMask_title.Disable()
1339
1340	self.Show(True)
1341	self.SetupScrolling()
1342
1343	def _onparamEnter(self,event):
1344	"""
1345	when enter value on panel redraw model according to changed
1346	"""
1347	if self.model ==None:
1348	msg="Please select a Model first..."
1349	wx.MessageBox(msg, 'Info')
1350	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1351	# "Parameters: %s"%msg))
1352	return
1353
1354	#default flag
1355	flag = False
1356	self.fitrange = True
1357	#get event object
1358	tcrtl = event.GetEventObject()
1359
1360	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1361	# updating ... ",type="update"))
1362	#Clear msg if previously shown.
1363	msg= ""
1364	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1365
1366	if check_float(tcrtl):
1367	flag = self._onparamEnter_helper()
1368	self.set_npts2fit()
1369	if self.fitrange:
1370	temp_smearer = None
1371	if not self.disable_smearer.GetValue():
1372	temp_smearer= self.current_smearer
1373	## set smearing value whether or not
1374	# the data contain the smearing info
1375	if self.slit_smearer.GetValue():
1376	flag1 = self.update_slit_smear()
1377	flag = flag or flag1
1378	elif self.pinhole_smearer.GetValue():
1379	flag1 = self.update_pinhole_smear()
1380	flag = flag or flag1
1381	elif self.data.__class__.__name__ != "Data2D" and \
1382	not self.enable2D:
1383	self._manager.set_smearer(smearer=temp_smearer,
1384	fid=self.data.id,
1385	uid=self.uid,
1386	qmin= float(self.qmin_x),
1387	qmax= float(self.qmax_x),
1388	enable_smearer=not self.disable_smearer.GetValue(),
1389	draw=True)
1390	if flag:
1391	#self.compute_chisqr(smearer= temp_smearer)
1392
1393	## new state posted
1394	if self.state_change:
1395	#self._undo.Enable(True)
1396	event = PageInfoEvent(page = self)
1397	wx.PostEvent(self.parent, event)
1398	self.state_change= False
1399	else:
1400	# invalid fit range: do nothing here:
1401	# msg already displayed in validate
1402	return
1403	else:
1404	self.save_current_state()
1405	msg= "Cannot Plot :Must enter a number!!! "
1406	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1407
1408	self.save_current_state()
1409	return
1410
1411	def _onparamRangeEnter(self, event):
1412	"""
1413	Check validity of value enter in the parameters range field
1414	"""
1415	#if self.check_invalid_panel():
1416	# return
1417	tcrtl= event.GetEventObject()
1418	#Clear msg if previously shown.
1419	msg= ""
1420	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1421	# Flag to register when a parameter has changed.
1422	is_modified = False
1423	if tcrtl.GetValue().lstrip().rstrip()!="":
1424	try:
1425	value = float(tcrtl.GetValue())
1426	tcrtl.SetBackgroundColour(wx.WHITE)
1427	self._check_value_enter(self.fittable_param ,is_modified)
1428	self._check_value_enter(self.parameters ,is_modified)
1429	except:
1430	tcrtl.SetBackgroundColour("pink")
1431	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1432	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1433	return
1434	else:
1435	tcrtl.SetBackgroundColour(wx.WHITE)
1436
1437	#self._undo.Enable(True)
1438	self.save_current_state()
1439	event = PageInfoEvent(page = self)
1440	wx.PostEvent(self.parent, event)
1441	self.state_change= False
1442
1443
1444	def _onQrangeEnter(self, event):
1445	"""
1446	Check validity of value enter in the Q range field
1447	"""
1448	tcrtl = event.GetEventObject()
1449	#Clear msg if previously shown.
1450	msg= ""
1451	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1452	# For theory mode
1453	if not self.data.is_data:
1454	self.npts_x = self.Npts_total.GetValue()
1455	self.Npts_fit.SetValue(self.npts_x)
1456	self.create_default_data()
1457	# Flag to register when a parameter has changed.
1458	is_modified = False
1459	if tcrtl.GetValue().lstrip().rstrip()!="":
1460	try:
1461	value = float(tcrtl.GetValue())
1462	tcrtl.SetBackgroundColour(wx.WHITE)
1463
1464	# If qmin and qmax have been modified, update qmin and qmax
1465	if self._validate_qrange( self.qmin, self.qmax):
1466	tempmin = float(self.qmin.GetValue())
1467	if tempmin != self.qmin_x:
1468	self.qmin_x = tempmin
1469	tempmax = float(self.qmax.GetValue())
1470	if tempmax != self.qmax_x:
1471	self.qmax_x = tempmax
1472	else:
1473	tcrtl.SetBackgroundColour("pink")
1474	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1475	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1476	return
1477
1478	except:
1479	tcrtl.SetBackgroundColour("pink")
1480	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1481	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1482	return
1483	#Check if # of points for theory model are valid(>0).
1484	# check for 2d
1485	if self.data.__class__.__name__ == "Data2D" or \
1486	self.enable2D:
1487	# set mask
1488	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1489	self.data.qy_data*self.data.qy_data )
1490	index_data = ((self.qmin_x <= radius)& \
1491	(radius<= self.qmax_x))
1492	index_data = (index_data)&(self.data.mask)
1493	index_data = (index_data)&(numpy.isfinite(self.data.data))
1494	if len(index_data[index_data]) < 10:
1495	msg = "Cannot Plot :No or too little npts in"
1496	msg += " that data range!!! "
1497	wx.PostEvent(self.parent.parent,
1498	StatusEvent(status=msg))
1499	return
1500	else:
1501	#self.data.mask = index_data
1502	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1503	self.set_npts2fit()
1504	else:
1505	index_data = ((self.qmin_x <= self.data.x)& \
1506	(self.data.x <= self.qmax_x))
1507	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1508
1509	self.npts_x = self.Npts_total.GetValue()
1510	self.create_default_data()
1511	self._save_plotting_range()
1512	else:
1513	tcrtl.SetBackgroundColour("pink")
1514	msg= "Model Error:wrong value entered!!!"
1515	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1516
1517	self._draw_model()
1518	self.save_current_state()
1519	event = PageInfoEvent(page = self)
1520	wx.PostEvent(self.parent, event)
1521	self.state_change= False
1522	return
1523
1524	def _clear_Err_on_Fit(self):
1525	"""
1526	hide the error text control shown
1527	after fitting
1528	"""
1529	if self.is_mac:
1530	return
1531	if hasattr(self,"text2_3"):
1532	self.text2_3.Hide()
1533
1534	if len(self.parameters)>0:
1535	for item in self.parameters:
1536	#Skip t ifhe angle parameters if 1D data
1537	if self.data.__class__.__name__ != "Data2D" and \
1538	not self.enable2D:
1539	if item in self.orientation_params:
1540	continue
1541	if item in self.param_toFit:
1542	continue
1543	## hide statictext +/-
1544	if len(item) < 4 :
1545	continue
1546	if item[3]!=None and item[3].IsShown():
1547	item[3].Hide()
1548	## hide textcrtl for error after fit
1549	if item[4]!=None and item[4].IsShown():
1550	item[4].Hide()
1551
1552	if len(self.fittable_param)>0:
1553	for item in self.fittable_param:
1554	#Skip t ifhe angle parameters if 1D data
1555	if self.data.__class__.__name__ != "Data2D" and \
1556	not self.enable2D:
1557	if item in self.orientation_params:
1558	continue
1559	if item in self.param_toFit:
1560	continue
1561	if len(item) < 4 :
1562	continue
1563	## hide statictext +/-
1564	if item[3]!=None and item[3].IsShown():
1565	item[3].Hide()
1566	## hide textcrtl for error after fit
1567	if item[4]!=None and item[4].IsShown():
1568	item[4].Hide()
1569	return
1570
1571	def _get_defult_custom_smear(self):
1572	"""
1573	Get the defult values for custum smearing.
1574	"""
1575	# get the default values
1576	if self.dxl == None: self.dxl = 0.0
1577	if self.dxw == None: self.dxw = ""
1578	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1579	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1580
1581	def _get_smear_info(self):
1582	"""
1583	Get the smear info from data.
1584
1585	:return: self.smear_type, self.dq_l and self.dq_r,
1586	respectively the type of the smear, dq_min and
1587	dq_max for pinhole smear data
1588	while dxl and dxw for slit smear
1589
1590	"""
1591
1592	# default
1593	self.smear_type = None
1594	self.dq_l = None
1595	self.dq_r = None
1596	data = self.data
1597	if self.data is None:
1598	return
1599	elif self.data.__class__.__name__ == "Data2D" or \
1600	self.enable2D:
1601	if data.dqx_data == None or data.dqy_data ==None:
1602	return
1603	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1604	(data.dqx_data.any()!=0):
1605	self.smear_type = "Pinhole2d"
1606	self.dq_l = format_number(numpy.average(data.dqx_data))
1607	self.dq_r = format_number(numpy.average(data.dqy_data))
1608	return
1609	else:
1610	return
1611	# check if it is pinhole smear and get min max if it is.
1612	if data.dx != None and all(data.dx !=0):
1613	self.smear_type = "Pinhole"
1614	self.dq_l = data.dx[0]
1615	self.dq_r = data.dx[-1]
1616
1617	# check if it is slit smear and get min max if it is.
1618	elif data.dxl != None or data.dxw != None:
1619	self.smear_type = "Slit"
1620	if data.dxl != None and all(data.dxl !=0):
1621	self.dq_l = data.dxl[0]
1622	if data.dxw != None and all(data.dxw !=0):
1623	self.dq_r = data.dxw[0]
1624	#return self.smear_type,self.dq_l,self.dq_r
1625
1626	def _show_smear_sizer(self):
1627	"""
1628	Show only the sizers depending on smear selection
1629	"""
1630	# smear disabled
1631	if self.disable_smearer.GetValue():
1632	self.smear_description_none.Show(True)
1633	# 2Dsmear
1634	elif self._is_2D():
1635	self.smear_description_accuracy_type.Show(True)
1636	self.smear_accuracy.Show(True)
1637	self.smear_description_accuracy_type.Show(True)
1638	self.smear_description_2d.Show(True)
1639	self.smear_description_2d_x.Show(True)
1640	self.smear_description_2d_y.Show(True)
1641	if self.pinhole_smearer.GetValue():
1642	self.smear_pinhole_min.Show(True)
1643	self.smear_pinhole_max.Show(True)
1644	# smear from data
1645	elif self.enable_smearer.GetValue():
1646
1647	self.smear_description_dqdata.Show(True)
1648	if self.smear_type != None:
1649	self.smear_description_smear_type.Show(True)
1650	if self.smear_type == 'Slit':
1651	self.smear_description_slit_height.Show(True)
1652	self.smear_description_slit_width.Show(True)
1653	elif self.smear_type == 'Pinhole':
1654	self.smear_description_pin_min.Show(True)
1655	self.smear_description_pin_max.Show(True)
1656	self.smear_description_smear_type.Show(True)
1657	self.smear_description_type.Show(True)
1658	self.smear_data_left.Show(True)
1659	self.smear_data_right.Show(True)
1660	# custom pinhole smear
1661	elif self.pinhole_smearer.GetValue():
1662	if self.smear_type == 'Pinhole':
1663	self.smear_message_new_p.Show(True)
1664	self.smear_description_pin_min.Show(True)
1665	self.smear_description_pin_max.Show(True)
1666
1667	self.smear_pinhole_min.Show(True)
1668	self.smear_pinhole_max.Show(True)
1669	# custom slit smear
1670	elif self.slit_smearer.GetValue():
1671	self.smear_message_new_s.Show(True)
1672	self.smear_description_slit_height.Show(True)
1673	self.smear_slit_height.Show(True)
1674	self.smear_description_slit_width.Show(True)
1675	self.smear_slit_width.Show(True)
1676
1677	def _hide_all_smear_info(self):
1678	"""
1679	Hide all smearing messages in the set_smearer sizer
1680	"""
1681	self.smear_description_none.Hide()
1682	self.smear_description_dqdata.Hide()
1683	self.smear_description_type.Hide()
1684	self.smear_description_smear_type.Hide()
1685	self.smear_description_accuracy_type.Hide()
1686	self.smear_description_2d_x.Hide()
1687	self.smear_description_2d_y.Hide()
1688	self.smear_description_2d.Hide()
1689
1690	self.smear_accuracy.Hide()
1691	self.smear_data_left.Hide()
1692	self.smear_data_right.Hide()
1693	self.smear_description_pin_min.Hide()
1694	self.smear_pinhole_min.Hide()
1695	self.smear_description_pin_max.Hide()
1696	self.smear_pinhole_max.Hide()
1697	self.smear_description_slit_height.Hide()
1698	self.smear_slit_height.Hide()
1699	self.smear_description_slit_width.Hide()
1700	self.smear_slit_width.Hide()
1701	self.smear_message_new_p.Hide()
1702	self.smear_message_new_s.Hide()
1703
1704	def _set_accuracy_list(self):
1705	"""
1706	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1707	"""
1708	# list of accuracy choices
1709	list = ['Low','Med','High','Xhigh']
1710	for idx in range(len(list)):
1711	self.smear_accuracy.Append(list[idx],idx)
1712
1713	def _set_fun_box_list(self,fun_box):
1714	"""
1715	Set the list of func for multifunctional models
1716	"""
1717	# Check if it is multi_functional model
1718	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1719	and not self.temp_multi_functional:
1720	return None
1721	# Get the func name list
1722	list = self.model.fun_list
1723	if len(list) == 0:
1724	return None
1725	# build function (combo)box
1726	ind = 0
1727	while(ind < len(list)):
1728	for key, val in list.iteritems():
1729	if (val == ind):
1730	fun_box.Append(key,val)
1731	break
1732	ind += 1
1733
1734	def _on_select_accuracy(self,event):
1735	"""
1736	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1737	"""
1738	#event.Skip()
1739	# Check if the accuracy is same as before
1740	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1741	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1742	if self.pinhole_smearer.GetValue():
1743	self.onPinholeSmear(event=None)
1744	else:
1745	self.onSmear(event=None)
1746	if self.current_smearer != None:
1747	self.current_smearer.set_accuracy(accuracy =
1748	self.smear2d_accuracy)
1749	event.Skip()
1750
1751	def _on_fun_box(self,event):
1752	"""
1753	Select an func: Erf,Rparabola,LParabola
1754	"""
1755	fun_val = None
1756	fun_box = event.GetEventObject()
1757	name = fun_box.Name
1758	value = fun_box.GetValue()
1759	if self.model.fun_list.has_key(value):
1760	fun_val = self.model.fun_list[value]
1761
1762	self.model.setParam(name,fun_val)
1763	# save state
1764	self._copy_parameters_state(self.str_parameters,
1765	self.state.str_parameters)
1766	# update params
1767	self._update_paramv_on_fit()
1768	# draw
1769	self._draw_model()
1770	self.Refresh()
1771	# get ready for new event
1772	event.Skip()
1773
1774	def _onMask(self, event):
1775	"""
1776	Build a panel to allow to edit Mask
1777	"""
1778
1779	from sans.guiframe.local_perspectives.plotting.masking \
1780	import MaskPanel as MaskDialog
1781
1782	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1783	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1784	self.panel.ShowModal()
1785	#wx.PostEvent(self.parent, event)
1786
1787	def _draw_masked_model(self, event):
1788	"""
1789	Draw model image w/mask
1790	"""
1791	#event.Skip()
1792	is_valid_qrange = self._update_paramv_on_fit()
1793
1794	if is_valid_qrange and self.model != None:
1795	#self.panel.Show(0)
1796	#self.panel.Destroy() # frame
1797	self.panel.MakeModal(False)
1798	event.Skip()
1799	# try re draw the model plot if it exists
1800	self._draw_model()
1801	self.set_npts2fit()
1802	elif self.model == None:
1803	#self.panel.Show(0)
1804	#self.panel.Destroy() # frame
1805	self.panel.MakeModal(False)
1806	event.Skip()
1807	self.set_npts2fit()
1808	msg= "No model is found on updating MASK in the model plot... "
1809	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1810	else:
1811	event.Skip()
1812	msg = ' Please consider your Q range, too.'
1813	self.panel.ShowMessage(msg)
1814
1815
1816	def _set_smear(self, data):
1817	"""
1818	"""
1819	if data is None:
1820	return
1821	self.current_smearer = smear_selection(data, self.model)
1822	flag = self.disable_smearer.GetValue()
1823	self.disable_smearer.SetValue(flag)
1824	if self.current_smearer == None:
1825	self.enable_smearer.Disable()
1826	else:
1827	self.enable_smearer.Enable()
1828	if not flag:
1829	self.onSmear(None)
1830
1831	def _mac_sleep(self, sec=0.2):
1832	"""
1833	Give sleep to MAC
1834	"""
1835	if self.is_mac:
1836	time.sleep(sec)
1837
1838	def get_view_mode(self):
1839	"""
1840	return True if the panel allow 2D or False if 1D
1841	"""
1842	return self.enable2D
1843
1844	def compute_data_set_range(self, data_list):
1845	"""
1846	find the range that include all data in the set
1847	return the minimum and the maximum values
1848	"""
1849	if data_list is not None and data_list != []:
1850	for data in data_list:
1851	qmin, qmax, npts = self.compute_data_range(data)
1852	self.qmin_data_set = min(self.qmin_data_set, qmin)
1853	self.qmax_data_set = max(self.qmax_data_set, qmax)
1854	self.npts_data_set += npts
1855	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1856
1857	def compute_data_range(self, data):
1858	"""
1859	compute the minimum and the maximum range of the data
1860	return the npts contains in data
1861	:param data:
1862	"""
1863	qmin, qmax, npts = None, None, None
1864	if data is not None:
1865	if not hasattr(data,"data"):
1866	qmin = min(data.x)
1867	# Maximum value of data
1868	qmax = max(data.x)
1869	npts = len(data.x)
1870	else:
1871	qmin = 0
1872	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1873	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1874	## Maximum value of data
1875	qmax = math.sqrt(xx + yy)
1876	npts = len(data.data)
1877	return qmin, qmax, npts
1878
1879
1880	def set_data(self, data):
1881	"""
1882	reset the current data
1883	"""
1884	from sans.guiframe.dataFitting import check_data_validity
1885	id = None
1886	flag = False
1887	is_data = False
1888	if self.data is not None:
1889	is_data = check_data_validity(self.data)
1890	if not is_data and data is not None:
1891	flag = True
1892	if data is not None:
1893	id = data.id
1894	if is_data:
1895	self.graph_id = self.data.group_id
1896	flag = (data.id != self.data.id)
1897	self.data = data
1898	if check_data_validity(data):
1899	self.graph_id = data.group_id
1900	self.data.group_id = self.graph_id
1901
1902	if self.data is None:
1903	data_name = ""
1904	self._set_bookmark_flag(False)
1905	self._keep.Enable(False)
1906	self._set_save_flag(False)
1907	else:
1908	if self.model != None:
1909	self._set_bookmark_flag(True)
1910	self._keep.Enable(True)
1911
1912	self._set_save_flag(True)
1913	self._set_preview_flag(True)
1914
1915	self._set_smear(data)
1916	# more disables for 2D
1917	if self.data.__class__.__name__ == "Data2D" or \
1918	self.enable2D:
1919	self.slit_smearer.Disable()
1920	self.pinhole_smearer.Enable(True)
1921	self.default_mask = copy.deepcopy(self.data.mask)
1922	if self.data.err_data == None or\
1923	(self.data.err_data == 1).all() or\
1924	(self.data.err_data == 0).all():
1925	self.dI_didata.Enable(False)
1926	self.dI_noweight.SetValue(True)
1927	self.weightbt_string = self.dI_noweight.GetLabelText()
1928	else:
1929	self.dI_didata.Enable(True)
1930	self.dI_didata.SetValue(True)
1931	self.weightbt_string = self.dI_didata.GetLabelText()
1932	else:
1933	self.slit_smearer.Enable(True)
1934	self.pinhole_smearer.Enable(True)
1935	if self.data.dy == None or\
1936	(self.data.dy == 1).all() or\
1937	(self.data.dy == 0).all():
1938	self.dI_didata.Enable(False)
1939	self.dI_noweight.SetValue(True)
1940	self.weightbt_string = self.dI_noweight.GetLabelText()
1941	else:
1942	self.dI_didata.Enable(True)
1943	self.dI_didata.SetValue(True)
1944	self.weightbt_string = self.dI_didata.GetLabelText()
1945	# Enable weighting radio uttons
1946	self.dI_noweight.Enable(True)
1947	self.dI_sqrdata.Enable(True)
1948	self.dI_idata.Enable(True)
1949
1950	self.formfactorbox.Enable()
1951	self.structurebox.Enable()
1952	data_name = self.data.name
1953	_, _, npts = self.compute_data_range(self.data)
1954	#set maximum range for x in linear scale
1955	if not hasattr(self.data, "data"): #Display only for 1D data fit
1956	self.btEditMask.Disable()
1957	self.EditMask_title.Disable()
1958	else:
1959	self.btEditMask.Enable()
1960	self.EditMask_title.Enable()
1961
1962	self.Npts_total.SetValue(str(npts))
1963	#default:number of data points selected to fit
1964	self.Npts_fit.SetValue(str(npts))
1965	self.Npts_total.SetEditable(False)
1966	self.Npts_total.SetBackgroundColour(\
1967	self.GetParent().GetBackgroundColour())
1968
1969	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1970	self.dataSource.SetValue(data_name)
1971	self.state.data = data
1972	self.enable_fit_button()
1973	# send graph_id to page_finder
1974	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1975	#focus the page
1976	if check_data_validity(data):
1977	self.data_box_description.SetForegroundColour(wx.BLUE)
1978
1979	if self.batch_on:
1980	self.slit_smearer.Enable(False)
1981	self.pinhole_smearer.Enable(False)
1982	self.btEditMask.Disable()
1983	self.EditMask_title.Disable()
1984
1985
1986	self.on_set_focus(None)
1987	self.Refresh()
1988	#update model plot with new data information
1989	if flag:
1990	#set model view button
1991	if not self.enable_smearer.GetValue():
1992	self.disable_smearer.SetValue(True)
1993	self.onSmear(None)
1994	#self._set_smear(self.data)
1995
1996	if self.data.__class__.__name__ == "Data2D":
1997	self.enable2D = True
1998	self.model_view.SetLabel("2D Mode")
1999	else:
2000	self.enable2D = False
2001	self.model_view.SetLabel("1D Mode")
2002	self.model_view.Disable()
2003	#replace data plot on combo box selection
2004	#by removing the previous selected data
2005	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
2006	group_id=self.graph_id, id=id))
2007	#plot the current selected data
2008	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
2009	title=str(self.data.title)))
2010	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
2011	# caption=self.window_name)
2012	self._draw_model()
2013
2014	def _npts_click(self, event):
2015	"""
2016	Prevent further handling of the mouse event on Npts_total
2017	by not calling Skip().
2018	"""
2019	pass
2020
2021	def reset_page(self, state,first=False):
2022	"""
2023	reset the state
2024	"""
2025	self.reset_page_helper(state)
2026
2027	self.select_param(event = None)
2028	#Save state_fit
2029	self.save_current_state_fit()
2030	self._lay_out()
2031	self.Refresh()
2032
2033	def get_range(self):
2034	"""
2035	return the fitting range
2036	"""
2037	return float(self.qmin_x) , float(self.qmax_x)
2038
2039	def get_npts2fit(self):
2040	"""
2041	return numbers of data points within qrange
2042
2043	:Note: This is for Park where chi2 is not normalized by Npts of fit
2044
2045	"""
2046	if self.data is None:
2047	return
2048	npts2fit = 0
2049	qmin,qmax = self.get_range()
2050	if self.data.__class__.__name__ == "Data2D" or \
2051	self.enable2D:
2052	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2053	self.data.qy_data*self.data.qy_data )
2054	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2055	index_data= (index_data)&(self.data.mask)
2056	index_data = (index_data)&(numpy.isfinite(self.data.data))
2057	npts2fit = len(self.data.data[index_data])
2058	else:
2059	for qx in self.data.x:
2060	if qx >= qmin and qx <= qmax:
2061	npts2fit += 1
2062	return npts2fit
2063
2064	def set_npts2fit(self):
2065	"""
2066	setValue Npts for fitting
2067	"""
2068	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2069
2070	def get_chi2(self):
2071	"""
2072	return the current chi2
2073	"""
2074	return self.tcChi.GetValue()
2075
2076	def get_param_list(self):
2077	"""
2078	:return self.param_toFit: list containing references to TextCtrl
2079	checked.Theses TextCtrl will allow reference to parameters to fit.
2080
2081	:raise: if return an empty list of parameter fit will nnote work
2082	properly so raise ValueError,"missing parameter to fit"
2083	"""
2084	if self.param_toFit !=[]:
2085	return self.param_toFit
2086	else:
2087	msg = "missing parameters to fit"
2088	wx.MessageBox(msg, 'warning')
2089	return False
2090	#raise ValueError,"missing parameters to fit"
2091
2092	def onsetValues(self, chisqr, p_name, out, cov):
2093	"""
2094	Build the panel from the fit result
2095
2096	:param chisqr: Value of the goodness of fit metric
2097	:param p_name: the name of parameters
2098	:param out: list of parameter with the best value found during fitting
2099	:param cov: Covariance matrix
2100
2101	"""
2102	if out == None or not numpy.isfinite(chisqr):
2103	raise ValueError,"Fit error occured..."
2104
2105	is_modified = False
2106	has_error = False
2107	dispersity = ''
2108
2109	#Hide textctrl boxes of errors.
2110	self._clear_Err_on_Fit()
2111
2112	#Check if chi2 is finite
2113	if chisqr != None and numpy.isfinite(chisqr):
2114	#format chi2
2115	if self.engine_type == "park":
2116	npt_fit = float(self.get_npts2fit())
2117	# Taking care this in parkemgine
2118	#if npt_fit > 0:
2119	# chisqr =chisqr/npt_fit
2120	chi2 = format_number(chisqr, True)
2121	self.tcChi.SetValue(chi2)
2122	self.tcChi.Refresh()
2123	else:
2124	self.tcChi.SetValue("-")
2125
2126	#Hide error title
2127	if self.text2_3.IsShown() and not self.is_mac:
2128	self.text2_3.Hide()
2129
2130	try:
2131	if self.enable_disp.GetValue():
2132	if hasattr(self,"text_disp_1" ):
2133	if self.text_disp_1 != None and not self.is_mac:
2134	self.text_disp_1.Hide()
2135	except:
2136	dispersity = None
2137	pass
2138
2139
2140	i = 0
2141	#Set the panel when fit result are list
2142	for item in self.param_toFit:
2143	if len(item)>5 and item != None:
2144	## reset error value to initial state
2145	if not self.is_mac:
2146	item[3].Hide()
2147	item[4].Hide()
2148	for ind in range(len(out)):
2149	if item[1] == p_name[ind]:
2150	break
2151	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2152	val_out = format_number(out[ind], True)
2153	item[2].SetValue(val_out)
2154
2155	if(cov !=None and len(cov) == len(out)):
2156	try:
2157	if dispersity !=None:
2158	if self.enable_disp.GetValue():
2159	if hasattr(self,"text_disp_1" ):
2160	if self.text_disp_1!=None:
2161	if not self.text_disp_1.IsShown()\
2162	and not self.is_mac:
2163	self.text_disp_1.Show(True)
2164	except:
2165	pass
2166
2167	if cov[ind]!=None :
2168	if numpy.isfinite(float(cov[ind])):
2169	val_err = format_number(cov[ind], True)
2170	if not self.is_mac:
2171	item[3].Show(True)
2172	item[4].Show(True)
2173	item[4].SetValue(val_err)
2174	has_error = True
2175	i += 1
2176	#Show error title when any errors displayed
2177	if has_error:
2178	if not self.text2_3.IsShown():
2179	self.text2_3.Show(True)
2180	## save current state
2181	self.save_current_state()
2182
2183	#self._lay_out()
2184	if not self.is_mac:
2185	self.Layout()
2186	self.Refresh()
2187	self._mac_sleep(0.1)
2188	#plot model ( when drawing, do not update chisqr value again)
2189	self._draw_model(update_chisqr=False, source = 'fit')
2190	#PostStatusEvent
2191	#msg = "Fit completed!dddd "
2192	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2193
2194	def onWeighting(self, event):
2195	"""
2196	On Weighting radio button event, sets the weightbt_string
2197	"""
2198	self.weightbt_string = event.GetEventObject().GetLabelText()
2199	self._set_weight()
2200
2201	def _set_weight(self, is_2D=None):
2202	"""
2203	Set weight in fit problem
2204	"""
2205	# compute weight for the current data
2206	from .utils import get_weight
2207	flag_weight = self.get_weight_flag()
2208	if is_2D == None:
2209	is_2D = self._is_2D()
2210	weight = get_weight(data=self.data,
2211	is2d=is_2D,
2212	flag=flag_weight)
2213	self._manager.set_fit_weight(uid=self.uid,
2214	flag=flag_weight,
2215	is2d=is_2D,
2216	fid=None)
2217
2218	def onPinholeSmear(self, event):
2219	"""
2220	Create a custom pinhole smear object that will change the way residuals
2221	are compute when fitting
2222
2223	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2224	None for 1D
2225
2226	"""
2227	if self.model == None:
2228	self.disable_smearer.SetValue(True)
2229	if event == None:
2230	return
2231	msg="Please select a Model first..."
2232	wx.MessageBox(msg, 'Info')
2233	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2234	"Smear: %s"%msg))
2235	return
2236
2237	# Need update param values
2238	self._update_paramv_on_fit()
2239
2240	# msg default
2241	msg = None
2242	if event != None:
2243	tcrtl= event.GetEventObject()
2244	# event case of radio button
2245	if tcrtl.GetValue()== True:
2246	self.dx_min = 0.0
2247	self.dx_max = 0.0
2248	is_new_pinhole = True
2249	else:
2250	is_new_pinhole = self._is_changed_pinhole()
2251	else:
2252	is_new_pinhole = True
2253	# if any value is changed
2254	if is_new_pinhole:
2255	msg = self._set_pinhole_smear()
2256	# hide all silt sizer
2257	self._hide_all_smear_info()
2258
2259	##Calculate chi2
2260	temp_smearer = self.current_smearer
2261	#self.compute_chisqr(smearer= temp_smearer)
2262
2263	# show relevant slit sizers
2264	self._show_smear_sizer()
2265
2266	self.sizer_set_smearer.Layout()
2267	self.Layout()
2268
2269	if event != None:
2270	event.Skip()
2271	#self._undo.Enable(True)
2272	self.save_current_state()
2273	event = PageInfoEvent(page = self)
2274	wx.PostEvent(self.parent, event)
2275
2276	def _is_changed_pinhole(self):
2277	"""
2278	check if any of pinhole smear is changed
2279
2280	:return: True or False
2281
2282	"""
2283	# get the values
2284	pin_min = self.smear_pinhole_min.GetValue()
2285	pin_max = self.smear_pinhole_max.GetValue()
2286
2287	# Check changes in slit width
2288	try:
2289	dx_min = float(pin_min)
2290	except:
2291	return True
2292	if self.dx_min != dx_min:
2293	return True
2294
2295	# Check changes in slit heigth
2296	try:
2297	dx_max = float(pin_max)
2298	except:
2299	return True
2300	if self.dx_max != dx_max:
2301	return True
2302	return False
2303
2304	def _set_pinhole_smear(self):
2305	"""
2306	Set custom pinhole smear
2307
2308	:return: msg
2309
2310	"""
2311	# copy data
2312	data = copy.deepcopy(self.data)
2313	if self._is_2D():
2314	self.smear_type = 'Pinhole2d'
2315	len_data = len(data.data)
2316	data.dqx_data = numpy.zeros(len_data)
2317	data.dqy_data = numpy.zeros(len_data)
2318	else:
2319	self.smear_type = 'Pinhole'
2320	len_data = len(data.x)
2321	data.dx = numpy.zeros(len_data)
2322	data.dxl = None
2323	data.dxw = None
2324	msg = None
2325
2326	get_pin_min = self.smear_pinhole_min
2327	get_pin_max = self.smear_pinhole_max
2328
2329	if not check_float(get_pin_min):
2330	get_pin_min.SetBackgroundColour("pink")
2331	msg= "Model Error:wrong value entered!!!"
2332	elif not check_float(get_pin_max ):
2333	get_pin_max.SetBackgroundColour("pink")
2334	msg= "Model Error:wrong value entered!!!"
2335	else:
2336	if len_data < 2: len_data = 2
2337	self.dx_min = float(get_pin_min.GetValue())
2338	self.dx_max = float(get_pin_max.GetValue())
2339	if self.dx_min < 0:
2340	get_pin_min.SetBackgroundColour("pink")
2341	msg= "Model Error:This value can not be negative!!!"
2342	elif self.dx_max <0:
2343	get_pin_max.SetBackgroundColour("pink")
2344	msg= "Model Error:This value can not be negative!!!"
2345	elif self.dx_min != None and self.dx_max != None:
2346	if self._is_2D():
2347	data.dqx_data[data.dqx_data==0] = self.dx_min
2348	data.dqy_data[data.dqy_data==0] = self.dx_max
2349	elif self.dx_min == self.dx_max:
2350	data.dx[data.dx==0] = self.dx_min
2351	else:
2352	step = (self.dx_max - self.dx_min)/(len_data-1)
2353	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2354	step)
2355	elif self.dx_min != None:
2356	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2357	else: data.dx[data.dx==0] = self.dx_min
2358	elif self.dx_max != None:
2359	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2360	else: data.dx[data.dx==0] = self.dx_max
2361	self.current_smearer = smear_selection(data, self.model)
2362	# 2D need to set accuracy
2363	if self._is_2D():
2364	self.current_smearer.set_accuracy(accuracy = \
2365	self.smear2d_accuracy)
2366
2367	if msg != None:
2368	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2369	else:
2370	get_pin_min.SetBackgroundColour("white")
2371	get_pin_max.SetBackgroundColour("white")
2372	## set smearing value whether or not the data contain the smearing info
2373
2374	self._manager.set_smearer(smearer=self.current_smearer,
2375	fid=self.data.id,
2376	qmin=float(self.qmin_x),
2377	qmax= float(self.qmax_x),
2378	enable_smearer=not self.disable_smearer.GetValue(),
2379	uid=self.uid)
2380	return msg
2381
2382	def update_pinhole_smear(self):
2383	"""
2384	called by kill_focus on pinhole TextCntrl
2385	to update the changes
2386
2387	:return: False when wrong value was entered
2388
2389	"""
2390	# msg default
2391	msg = None
2392	# check if any value is changed
2393	if self._is_changed_pinhole():
2394	msg = self._set_pinhole_smear()
2395	#self._undo.Enable(True)
2396	wx.CallAfter(self.save_current_state)
2397
2398	if msg != None:
2399	return False
2400	else:
2401	return True
2402
2403	def onSlitSmear(self, event):
2404	"""
2405	Create a custom slit smear object that will change the way residuals
2406	are compute when fitting
2407	"""
2408	if self.model == None:
2409	self.disable_smearer.SetValue(True)
2410	if event == None:
2411	return
2412	msg="Please select a Model first..."
2413	wx.MessageBox(msg, 'Info')
2414	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2415	"Smear: %s"%msg))
2416	return
2417
2418	# Need update param values
2419	self._update_paramv_on_fit()
2420
2421	# msg default
2422	msg = None
2423	# for event given
2424	if event != None:
2425	tcrtl= event.GetEventObject()
2426	# event case of radio button
2427	if tcrtl.GetValue():
2428	self.dxl = 0.0
2429	self.dxw = 0.0
2430	is_new_slit = True
2431	else:
2432	is_new_slit = self._is_changed_slit()
2433	else:
2434	is_new_slit = True
2435
2436	# if any value is changed
2437	if is_new_slit:
2438	msg = self._set_slit_smear()
2439
2440	# hide all silt sizer
2441	self._hide_all_smear_info()
2442	##Calculate chi2
2443	#self.compute_chisqr(smearer= self.current_smearer)
2444	# show relevant slit sizers
2445	self._show_smear_sizer()
2446	self.sizer_set_smearer.Layout()
2447	self.Layout()
2448
2449	if event != None:
2450	event.Skip()
2451	#self._undo.Enable(True)
2452	self.save_current_state()
2453	event = PageInfoEvent(page = self)
2454	wx.PostEvent(self.parent, event)
2455	if msg != None:
2456	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2457
2458	def _is_changed_slit(self):
2459	"""
2460	check if any of slit lengths is changed
2461
2462	:return: True or False
2463
2464	"""
2465	# get the values
2466	width = self.smear_slit_width.GetValue()
2467	height = self.smear_slit_height.GetValue()
2468
2469	# check and change the box bg color if it was pink
2470	# but it should be white now
2471	# because this is the case that _set_slit_smear() will not handle
2472	if height.lstrip().rstrip()=="":
2473	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2474	if width.lstrip().rstrip()=="":
2475	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2476
2477	# Check changes in slit width
2478	if width == "":
2479	dxw = 0.0
2480	else:
2481	try:
2482	dxw = float(width)
2483	except:
2484	return True
2485	if self.dxw != dxw:
2486	return True
2487
2488	# Check changes in slit heigth
2489	if height == "":
2490	dxl = 0.0
2491	else:
2492	try:
2493	dxl = float(height)
2494	except:
2495	return True
2496	if self.dxl != dxl:
2497	return True
2498
2499	return False
2500
2501	def _set_slit_smear(self):
2502	"""
2503	Set custom slit smear
2504
2505	:return: message to inform the user about the validity
2506	of the values entered for slit smear
2507	"""
2508	if self.data.__class__.__name__ == "Data2D" or \
2509	self.enable2D:
2510	return
2511	temp_smearer = None
2512	# make sure once more if it is smearer
2513	data = copy.deepcopy(self.data)
2514	data_len = len(data.x)
2515	data.dx = None
2516	data.dxl = None
2517	data.dxw = None
2518	msg = None
2519
2520	try:
2521	self.dxl = float(self.smear_slit_height.GetValue())
2522	data.dxl = self.dxl* numpy.ones(data_len)
2523	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2524	except:
2525	data.dxl = numpy.zeros(data_len)
2526	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2527	self.smear_slit_height.SetBackgroundColour("pink")
2528	msg = "Wrong value entered... "
2529	else:
2530	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2531	try:
2532	self.dxw = float(self.smear_slit_width.GetValue())
2533	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2534	data.dxw = self.dxw* numpy.ones(data_len)
2535	except:
2536	data.dxw = numpy.zeros(data_len)
2537	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2538	self.smear_slit_width.SetBackgroundColour("pink")
2539	msg = "Wrong Fit value entered... "
2540	else:
2541	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2542
2543	self.current_smearer = smear_selection(data, self.model)
2544	#temp_smearer = self.current_smearer
2545	## set smearing value whether or not the data contain the smearing info
2546	self._manager.set_smearer(smearer=self.current_smearer,
2547	fid=self.data.id,
2548	qmin=float(self.qmin_x),
2549	qmax= float(self.qmax_x),
2550	enable_smearer=not self.disable_smearer.GetValue(),
2551	uid=self.uid)
2552	return msg
2553
2554	def update_slit_smear(self):
2555	"""
2556	called by kill_focus on pinhole TextCntrl
2557	to update the changes
2558
2559	:return: False when wrong value was entered
2560
2561	"""
2562	# msg default
2563	msg = None
2564	# check if any value is changed
2565	if self._is_changed_slit():
2566	msg = self._set_slit_smear()
2567	#self._undo.Enable(True)
2568	self.save_current_state()
2569
2570	if msg != None:
2571	return False
2572	else:
2573	return True
2574
2575	def onSmear(self, event):
2576	"""
2577	Create a smear object that will change the way residuals
2578	are compute when fitting
2579	"""
2580	if event != None:
2581	event.Skip()
2582	if self.data is None:
2583	return
2584
2585	if self.model == None:
2586	self.disable_smearer.SetValue(True)
2587	if event == None:
2588	return
2589	msg="Please select a Model first..."
2590	wx.MessageBox(msg, 'Info')
2591	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2592	"Smear: %s"%msg))
2593	return
2594	# Need update param values
2595	self._update_paramv_on_fit()
2596	temp_smearer = self.on_smear_helper()
2597
2598	self.sizer_set_smearer.Layout()
2599	self.Layout()
2600	self._set_weight()
2601
2602	## set smearing value whether or not the data contain the smearing info
2603	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2604	fid=self.data.id,
2605	qmin=float(self.qmin_x),
2606	qmax=float(self.qmax_x),
2607	enable_smearer=not self.disable_smearer.GetValue(),
2608	draw=True)
2609
2610	self.state.enable_smearer= self.enable_smearer.GetValue()
2611	self.state.disable_smearer=self.disable_smearer.GetValue()
2612	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2613	self.state.slit_smearer = self.slit_smearer.GetValue()
2614
2615	def on_smear_helper(self, update=False):
2616	"""
2617	Help for onSmear
2618
2619	:param update: force or not to update
2620	"""
2621	self._get_smear_info()
2622	temp_smearer = None
2623	#renew smear sizer
2624	if self.smear_type != None:
2625	self.smear_description_smear_type.SetValue(str(self.smear_type))
2626	self.smear_data_left.SetValue(str(self.dq_l))
2627	self.smear_data_right.SetValue(str(self.dq_r))
2628
2629	self._hide_all_smear_info()
2630	data = copy.deepcopy(self.data)
2631
2632	# make sure once more if it is smearer
2633	temp_smearer = smear_selection(data, self.model)
2634	if self.current_smearer != temp_smearer or update:
2635	self.current_smearer = temp_smearer
2636	if self.enable_smearer.GetValue():
2637	if hasattr(self.data,"dxl"):
2638	msg= ": Resolution smearing parameters"
2639	if hasattr(self.data,"dxw"):
2640	msg= ": Slit smearing parameters"
2641	if self.current_smearer ==None:
2642	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2643	"Data contains no smearing information"))
2644	else:
2645	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2646	"Data contains smearing information"))
2647
2648	#self.smear_description_dqdata.Show(True)
2649	self.smear_data_left.Show(True)
2650	self.smear_data_right.Show(True)
2651	temp_smearer= self.current_smearer
2652	elif self.disable_smearer.GetValue():
2653	self.smear_description_none.Show(True)
2654	elif self.pinhole_smearer.GetValue():
2655	self.onPinholeSmear(None)
2656	elif self.slit_smearer.GetValue():
2657	self.onSlitSmear(None)
2658	self._show_smear_sizer()
2659
2660	return temp_smearer
2661
2662	def on_complete_chisqr(self, event):
2663	"""
2664	Display result chisqr on the panel
2665	:event: activated by fitting/ complete after draw
2666	"""
2667	try:
2668	if event == None:
2669	output= "-"
2670	elif not numpy.isfinite(event.output):
2671	output= "-"
2672	else:
2673	output = event.output
2674	self.tcChi.SetValue(str(format_number(output, True)))
2675	self.state.tcChi = self.tcChi.GetValue()
2676	except:
2677	pass
2678
2679
2680	def get_all_checked_params(self):
2681	"""
2682	Found all parameters current check and add them to list of parameters to
2683	fit
2684	"""
2685	self.param_toFit = []
2686	for item in self.parameters:
2687	if item[0].GetValue() and item not in self.param_toFit:
2688	self.param_toFit.append(item)
2689	for item in self.fittable_param:
2690	if item[0].GetValue() and item not in self.param_toFit:
2691	self.param_toFit.append(item)
2692	self.save_current_state_fit()
2693
2694
2695	event = PageInfoEvent(page = self)
2696	wx.PostEvent(self.parent, event)
2697	param2fit = []
2698	for item in self.param_toFit:
2699	if item[0]:
2700	param2fit.append(item[1])
2701	self.parent._manager.set_param2fit(self.uid, param2fit)
2702
2703	def select_all_param(self, event):
2704	"""
2705	set to true or false all checkBox given the main checkbox value cb1
2706	"""
2707	self.param_toFit = []
2708	if self.parameters !=[]:
2709	if self.cb1.GetValue():
2710	for item in self.parameters:
2711	## for data2D select all to fit
2712	if self.data.__class__.__name__== "Data2D" or \
2713	self.enable2D:
2714	item[0].SetValue(True)
2715	self.param_toFit.append(item)
2716	else:
2717	## for 1D all parameters except orientation
2718	if not item in self.orientation_params:
2719	item[0].SetValue(True)
2720	self.param_toFit.append(item )
2721	#if len(self.fittable_param)>0:
2722	for item in self.fittable_param:
2723	if self.data.__class__.__name__== "Data2D" or \
2724	self.enable2D:
2725	item[0].SetValue(True)
2726	self.param_toFit.append(item)
2727	try:
2728	if len(self.values[item[1]]) > 0:
2729	item[0].SetValue(False)
2730	except:
2731	pass
2732
2733	else:
2734	## for 1D all parameters except orientation
2735	if not item in self.orientation_params_disp:
2736	item[0].SetValue(True)
2737	self.param_toFit.append(item )
2738	try:
2739	if len(self.values[item[1]]) > 0:
2740	item[0].SetValue(False)
2741	except:
2742	pass
2743
2744	else:
2745	for item in self.parameters:
2746	item[0].SetValue(False)
2747	for item in self.fittable_param:
2748	item[0].SetValue(False)
2749	self.param_toFit=[]
2750
2751	self.save_current_state_fit()
2752
2753	if event !=None:
2754	#self._undo.Enable(True)
2755	## post state to fit panel
2756	event = PageInfoEvent(page = self)
2757	wx.PostEvent(self.parent, event)
2758	param2fit = []
2759	for item in self.param_toFit:
2760	if item[0]:
2761	param2fit.append(item[1])
2762	self.parent._manager.set_param2fit(self.uid, param2fit)
2763
2764
2765	def select_param(self,event):
2766	"""
2767	Select TextCtrl checked for fitting purpose and stores them
2768	in self.param_toFit=[] list
2769	"""
2770	self.param_toFit = []
2771	for item in self.parameters:
2772	#Skip t ifhe angle parameters if 1D data
2773	if self.data.__class__.__name__ != "Data2D" and\
2774	not self.enable2D:
2775	if item in self.orientation_params:
2776	continue
2777	#Select parameters to fit for list of primary parameters
2778	if item[0].GetValue():
2779	if not (item in self.param_toFit):
2780	self.param_toFit.append(item )
2781	else:
2782	#remove parameters from the fitting list
2783	if item in self.param_toFit:
2784	self.param_toFit.remove(item)
2785
2786	#Select parameters to fit for list of fittable parameters
2787	# with dispersion
2788	for item in self.fittable_param:
2789	#Skip t ifhe angle parameters if 1D data
2790	if self.data.__class__.__name__ != "Data2D" and\
2791	not self.enable2D:
2792	if item in self.orientation_params:
2793	continue
2794	if item[0].GetValue():
2795	if not (item in self.param_toFit):
2796	self.param_toFit.append(item)
2797	else:
2798	#remove parameters from the fitting list
2799	if item in self.param_toFit:
2800	self.param_toFit.remove(item)
2801
2802	#Calculate num. of angle parameters
2803	if self.data.__class__.__name__ == "Data2D" or \
2804	self.enable2D:
2805	len_orient_para = 0
2806	else:
2807	len_orient_para = len(self.orientation_params) #assume even len
2808	#Total num. of angle parameters
2809	if len(self.fittable_param) > 0:
2810	len_orient_para *= 2
2811	#Set the value of checkbox that selected every checkbox or not
2812	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2813	len(self.param_toFit):
2814	self.cb1.SetValue(True)
2815	else:
2816	self.cb1.SetValue(False)
2817
2818
2819
2820	self.save_current_state_fit()
2821	if event !=None:
2822	#self._undo.Enable(True)
2823	## post state to fit panel
2824	event = PageInfoEvent(page = self)
2825	wx.PostEvent(self.parent, event)
2826
2827	param2fit = []
2828	for item in self.param_toFit:
2829	if item[0]:
2830	param2fit.append(item[1])
2831	self.parent._manager.set_param2fit(self.uid, param2fit)
2832
2833	def set_model_param_sizer(self, model):
2834	"""
2835	Build the panel from the model content
2836
2837	:param model: the model selected in combo box for fitting purpose
2838
2839	"""
2840	self.sizer3.Clear(True)
2841	self.parameters = []
2842	self.str_parameters = []
2843	self.param_toFit=[]
2844	self.fittable_param=[]
2845	self.fixed_param=[]
2846	self.orientation_params=[]
2847	self.orientation_params_disp=[]
2848
2849	if model ==None:
2850	self.sizer3.Layout()
2851	self.SetupScrolling()
2852	return
2853	## the panel is drawn using the current value of the fit engine
2854	if self.engine_type==None and self._manager !=None:
2855	self.engine_type= self._manager._return_engine_type()
2856
2857	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2858	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2859	sizer = wx.GridBagSizer(5,5)
2860	## save the current model
2861	self.model = model
2862
2863	keys = self.model.getParamList()
2864	#list of dispersion paramaters
2865	self.disp_list=self.model.getDispParamList()
2866
2867	def custom_compare(a,b):
2868	"""
2869	Custom compare to order, first by alphabets then second by number.
2870	"""
2871	# number at the last digit
2872	a_last = a[len(a)-1]
2873	b_last = b[len(b)-1]
2874	# default
2875	num_a = None
2876	num_b = None
2877	# split the names
2878	a2 = a.lower().split('_')
2879	b2 = b.lower().split('_')
2880	# check length of a2, b2
2881	len_a2 = len(a2)
2882	len_b2 = len(b2)
2883	# check if it contains a int number(<10)
2884	try:
2885	num_a = int(a_last)
2886	except: pass
2887	try:
2888	num_b = int(b_last)
2889	except: pass
2890	# Put 'scale' near the top; happens
2891	# when numbered param name exists
2892	if a == 'scale':
2893	return -1
2894	# both have a number
2895	if num_a != None and num_b != None:
2896	if num_a > num_b: return -1
2897	# same number
2898	elif num_a == num_b:
2899	# different last names
2900	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2901	return -cmp(a2[len_a2-1], b2[len_b2-1])
2902	else:
2903	return cmp(a, b)
2904	else: return 1
2905	# one of them has a number
2906	elif num_a != None: return 1
2907	elif num_b != None: return -1
2908	# no numbers
2909	else: return cmp(a.lower(), b.lower())
2910
2911
2912	keys.sort(custom_compare)
2913
2914	iy = 0
2915	ix = 0
2916	select_text = "Select All"
2917	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2918	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2919	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2920	self.cb1.SetValue(True)
2921
2922	sizer.Add(self.cb1,(iy, ix),(1,1),\
2923	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2924	ix +=1
2925	self.text2_2 = wx.StaticText(self, -1, 'Value')
2926	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2927	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2928	ix +=2
2929	self.text2_3 = wx.StaticText(self, -1, 'Error')
2930	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2931	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2932	if not self.is_mac:
2933	self.text2_3.Hide()
2934	ix +=1
2935	self.text2_min = wx.StaticText(self, -1, 'Min')
2936	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2937	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2938	#self.text2_min.Hide()
2939	ix +=1
2940	self.text2_max = wx.StaticText(self, -1, 'Max')
2941	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2942	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2943	#self.text2_max.Hide()
2944	ix += 1
2945	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2946	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2947	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2948	self.text2_4.Hide()
2949
2950	CHECK_STATE = self.cb1.GetValue()
2951	for item in keys:
2952	if not item in self.disp_list and not item in \
2953	self.model.orientation_params:
2954
2955	##prepare a spot to store errors
2956	if not self.model.details.has_key(item):
2957	self.model.details [item] = ["",None,None]
2958
2959	iy += 1
2960	ix = 0
2961	if (self.model.__class__ in \
2962	self.model_list_box["Multi-Functions"] or \
2963	self.temp_multi_functional)\
2964	and (item in self.model.non_fittable):
2965	non_fittable_name = wx.StaticText(self, -1, item )
2966	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2967	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2968	## add parameter value
2969	ix += 1
2970	value= self.model.getParam(item)
2971	if len(self.model.fun_list) > 0:
2972	num = item.split('_')[1][5:7]
2973	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2974	style=wx.CB_READONLY, name = '%s'% item)
2975	self._set_fun_box_list(fun_box)
2976	fun_box.SetSelection(0)
2977	#self.fun_box.SetToolTipString("A function
2978	# describing the interface")
2979	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2980	else:
2981	fun_box = self.ModelTextCtrl(self, -1,
2982	size=(_BOX_WIDTH,20),
2983	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2984	fun_box.SetToolTipString(\
2985	"Hit 'Enter' after typing to update the plot.")
2986	fun_box.SetValue(format_number(value, True))
2987	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2988	self.str_parameters.append([None,item, fun_box,
2989	None, None, None,
2990	None, None])
2991
2992
2993	else:
2994	## add parameters name with checkbox for selecting to fit
2995	cb = wx.CheckBox(self, -1, item)
2996	cb.SetValue(CHECK_STATE)
2997	cb.SetToolTipString(" Check mark to fit.")
2998	#cb.SetValue(True)
2999	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3000
3001	sizer.Add( cb,( iy, ix),(1,1),
3002	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3003
3004	## add parameter value
3005	ix += 1
3006	value= self.model.getParam(item)
3007	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3008	style=wx.TE_PROCESS_ENTER)
3009	ctl1.SetToolTipString(\
3010	"Hit 'Enter' after typing to update the plot.")
3011	ctl1.SetValue(format_number(value, True))
3012	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3013	## text to show error sign
3014	ix += 1
3015	text2=wx.StaticText(self, -1, '+/-')
3016	sizer.Add(text2,(iy, ix),(1,1),\
3017	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3018	if not self.is_mac:
3019	text2.Hide()
3020	ix += 1
3021	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3022	sizer.Add(ctl2, (iy,ix),(1,1),
3023	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3024	if not self.is_mac:
3025	ctl2.Hide()
3026
3027	ix += 1
3028	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3029	style=wx.TE_PROCESS_ENTER,
3030	text_enter_callback = self._onparamRangeEnter)
3031
3032	sizer.Add(ctl3, (iy,ix),(1,1),
3033	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3034
3035	ix += 1
3036	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3037	style=wx.TE_PROCESS_ENTER,
3038	text_enter_callback = self._onparamRangeEnter)
3039	sizer.Add(ctl4, (iy,ix),(1,1),
3040	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3041
3042	ix +=1
3043	# Units
3044	if self.model.details.has_key(item):
3045	units = wx.StaticText(self, -1,
3046	self.model.details[item][0], style=wx.ALIGN_LEFT)
3047	else:
3048	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3049	sizer.Add(units, (iy,ix),(1,1),
3050	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3051
3052	##[cb state, name, value, "+/-", error of fit, min, max , units]
3053	self.parameters.append([cb,item, ctl1,
3054	text2,ctl2, ctl3, ctl4,units])
3055
3056	iy+=1
3057	sizer.Add((10,10),(iy,ix),(1,1),
3058	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3059
3060	# type can be either Guassian or Array
3061	if len(self.model.dispersion.values())>0:
3062	type= self.model.dispersion.values()[0]["type"]
3063	else:
3064	type = "Gaussian"
3065
3066	iy += 1
3067	ix = 0
3068	#Add tile for orientational angle
3069	for item in keys:
3070	if item in self.model.orientation_params:
3071	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3072	sizer.Add(orient_angle,(iy, ix),(1,1),
3073	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3074	if not self.data.__class__.__name__ == "Data2D" and \
3075	not self.enable2D:
3076	orient_angle.Hide()
3077	else:
3078	orient_angle.Show(True)
3079	break
3080
3081	#For Gaussian only
3082	if type.lower() != "array":
3083	for item in self.model.orientation_params:
3084	if not item in self.disp_list:
3085	##prepare a spot to store min max
3086	if not self.model.details.has_key(item):
3087	self.model.details [item] = ["",None,None]
3088
3089	iy += 1
3090	ix = 0
3091	## add parameters name with checkbox for selecting to fit
3092	cb = wx.CheckBox(self, -1, item )
3093	cb.SetValue(CHECK_STATE)
3094	cb.SetToolTipString("Check mark to fit")
3095	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3096	if self.data.__class__.__name__ == "Data2D" or \
3097	self.enable2D:
3098	cb.Show(True)
3099	else:
3100	cb.Hide()
3101	sizer.Add( cb,( iy, ix),(1,1),
3102	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3103
3104	## add parameter value
3105	ix += 1
3106	value= self.model.getParam(item)
3107	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3108	style=wx.TE_PROCESS_ENTER)
3109	ctl1.SetToolTipString(\
3110	"Hit 'Enter' after typing to update the plot.")
3111	ctl1.SetValue(format_number(value, True))
3112	if self.data.__class__.__name__ == "Data2D" or \
3113	self.enable2D:
3114	ctl1.Show(True)
3115	else:
3116	ctl1.Hide()
3117	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3118	## text to show error sign
3119	ix += 1
3120	text2=wx.StaticText(self, -1, '+/-')
3121	sizer.Add(text2,(iy, ix),(1,1),\
3122	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3123
3124	text2.Hide()
3125	ix += 1
3126	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3127	sizer.Add(ctl2, (iy,ix),(1,1),
3128	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3129
3130	ctl2.Hide()
3131
3132
3133	ix += 1
3134	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3135	style=wx.TE_PROCESS_ENTER,
3136	text_enter_callback = self._onparamRangeEnter)
3137
3138	sizer.Add(ctl3, (iy,ix),(1,1),
3139	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3140	ctl3.Hide()
3141
3142	ix += 1
3143	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3144	style=wx.TE_PROCESS_ENTER,
3145	text_enter_callback = self._onparamRangeEnter)
3146	sizer.Add(ctl4, (iy,ix),(1,1),
3147	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3148
3149	ctl4.Hide()
3150
3151	if self.data.__class__.__name__ == "Data2D" or \
3152	self.enable2D:
3153	if self.is_mac:
3154	text2.Show(True)
3155	ctl2.Show(True)
3156	ctl3.Show(True)
3157	ctl4.Show(True)
3158
3159	ix +=1
3160	# Units
3161	if self.model.details.has_key(item):
3162	units = wx.StaticText(self, -1,
3163	self.model.details[item][0],
3164	style=wx.ALIGN_LEFT)
3165	else:
3166	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3167	if self.data.__class__.__name__ == "Data2D" or \
3168	self.enable2D:
3169	units.Show(True)
3170
3171	else:
3172	units.Hide()
3173
3174	sizer.Add(units, (iy,ix),(1,1),
3175	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3176
3177	##[cb state, name, value, "+/-", error of fit,min,max,units]
3178	self.parameters.append([cb,item, ctl1,
3179	text2,ctl2, ctl3, ctl4,units])
3180	self.orientation_params.append([cb,item, ctl1,
3181	text2,ctl2, ctl3, ctl4,units])
3182
3183	iy+=1
3184
3185	#Display units text on panel
3186	for item in keys:
3187	if self.model.details.has_key(item):
3188	self.text2_4.Show()
3189	#Fill the list of fittable parameters
3190	self.get_all_checked_params()
3191	self.save_current_state_fit()
3192	boxsizer1.Add(sizer)
3193	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3194	self.sizer3.Layout()
3195	self.Layout()
3196	#self.Refresh()
3197
3198	def on_right_down(self, event):
3199	"""
3200	Get key stroke event
3201	"""
3202	if self.data == None:
3203	return
3204	# Figuring out key combo: Cmd for copy, Alt for paste
3205	if event.AltDown() and event.ShiftDown():
3206	self._manager.show_ftol_dialog()
3207	flag = True
3208	elif event.AltDown() or event.ShiftDown():
3209	flag = False
3210	else:
3211	return
3212	# make event free
3213	event.Skip()
3214	# messages depending on the flag
3215	if not flag:
3216	msg = " Could not open ftol dialog;"
3217	msg += " Check if the Scipy fit engine is selected in the menubar."
3218	infor = 'warning'
3219	# inform msg to wx
3220	wx.PostEvent( self.parent.parent,
3221	StatusEvent(status= msg, info=infor))
3222
3223
3224	def _onModel2D(self, event):
3225	"""
3226	toggle view of model from 1D to 2D or 2D from 1D
3227	"""
3228	if self.model_view.GetLabelText() == "Show 2D":
3229	self.model_view.SetLabel("Show 1D")
3230	self.enable2D = True
3231
3232	else:
3233	self.model_view.SetLabel("Show 2D")
3234	self.enable2D = False
3235	self.Show(False)
3236	self.create_default_data()
3237	self._manager.store_data(self.uid, data_list=[self.data])
3238
3239	self.set_model_param_sizer(self.model)
3240	self._set_sizer_dispersion()
3241	self._set_weight(is_2D= self.enable2D)
3242	self._set_smear_buttons()
3243	self.Show(True)
3244	self._draw_model()
3245
3246
3247	self.state.enable2D = copy.deepcopy(self.enable2D)
3248
3249	def _set_smear_buttons(self):
3250	"""
3251	Set semarer radio buttons
3252	"""
3253	# more disables for 2D
3254	if self.data.__class__.__name__ == "Data2D" or \
3255	self.enable2D:
3256	self.slit_smearer.Disable()
3257	self.pinhole_smearer.Enable(True)
3258	self.default_mask = copy.deepcopy(self.data.mask)
3259	else:
3260	self.slit_smearer.Enable(True)
3261	self.pinhole_smearer.Enable(True)
3262
3263
3264	class BGTextCtrl(wx.TextCtrl):
3265	"""
3266	Text control used to display outputs.
3267	No editing allowed. The background is
3268	grayed out. User can't select text.
3269	"""
3270	def __init__(self, args, *kwds):
3271	wx.TextCtrl.__init__(self, args, *kwds)
3272	self.SetEditable(False)
3273	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3274
3275	# Bind to mouse event to avoid text highlighting
3276	# The event will be skipped once the call-back
3277	# is called.
3278	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3279
3280	def _click(self, event):
3281	"""
3282	Prevent further handling of the mouse event
3283	by not calling Skip().
3284	"""
3285	pass
3286

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 9ede123

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