fitpage.py @ e3ef8dd4

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 e3ef8dd4 was 8247523, checked in by Jae Cho <jhjcho@…>, 13 years ago
fixed scrolling problem on 2d button
Property mode set to `100644`
File size: 135.2 KB

Line
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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 != None and \
1092	self._manager.sim_page.uid == self.uid:
1093	msg = "The FitEnging will be set to 'ParkMC'\n"
1094	msg += " to fit with more than one data set..."
1095	wx.MessageBox(msg, 'Info')
1096	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1097	# "Fitting: %s"%msg))
1098
1099	if self.data is None:
1100	msg = "Please get Data first..."
1101	wx.MessageBox(msg, 'Info')
1102	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1103	"Fit: %s" % msg))
1104	return
1105	if self.model is None:
1106	msg = "Please select a Model first..."
1107	wx.MessageBox(msg, 'Info')
1108	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1109	"Fit: %s"%msg, type="stop"))
1110	return
1111
1112	if len(self.param_toFit) <= 0:
1113	msg= "Select at least one parameter to fit"
1114	wx.MessageBox(msg, 'Info')
1115	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1116	type="stop" ))
1117	return
1118
1119	flag = self._update_paramv_on_fit()
1120
1121	if self.batch_on and not self._is_2D():
1122	if not self._validate_Npts_1D():
1123	return
1124
1125	if not flag:
1126	msg= "Fitting range or parameters are invalid"
1127	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1128	type="stop"))
1129	return
1130
1131	self.select_param(event =None)
1132
1133	#Clear errors if exist from previous fitting
1134	#self._clear_Err_on_Fit()
1135
1136	# Remove or do not allow fitting on the Q=0 point, especially
1137	# when y(q=0)=None at x[0].
1138	self.qmin_x = float(self.qmin.GetValue())
1139	self.qmax_x = float(self.qmax.GetValue())
1140	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1141	self._manager.schedule_for_fit(uid=self.uid,value=1)
1142	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1143	qmax=self.qmax_x)
1144
1145	#single fit
1146	self._manager.onFit(uid=self.uid)
1147	self.btFit.SetLabel("Stop")
1148	self.bind_fit_button()
1149
1150	def get_weight_flag(self):
1151	"""
1152	Get flag corresponding to a given weighting dI data.
1153	"""
1154	button_list = [self.dI_noweight,
1155	self.dI_didata,
1156	self.dI_sqrdata,
1157	self.dI_idata]
1158	flag = 1
1159	for item in button_list:
1160	if item.GetValue():
1161	if button_list.index(item) == 0:
1162	flag = 0 #dy = numpy.ones_like(dy_data)
1163	elif button_list.index(item) == 1:
1164	flag = 1 #dy = dy_data
1165	elif button_list.index(item) == 2:
1166	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1167	elif button_list.index(item) == 3:
1168	flag = 3 # dy = numpy.abs(data)
1169	break
1170	return flag
1171
1172	def bind_fit_button(self):
1173	"""
1174	bind the fit button to either fit handler or stop fit handler
1175	"""
1176	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1177	if self.btFit.GetLabel().lower() == "stop":
1178	self.fit_started = True
1179	self.btFit.SetForegroundColour('red')
1180	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1181	id=self.btFit.GetId())
1182	elif self.btFit.GetLabel().lower() == "fit":
1183	self.fit_started = False
1184	self.btFit.SetDefault()
1185	self.btFit.SetForegroundColour('black')
1186	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1187	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1188	id=self.btFit.GetId())
1189	else:
1190	msg = "FitPage: fit button has unknown label"
1191	raise ValuerError, msg
1192	self._manager._reset_schedule_problem(value=0)
1193
1194	def is_fitting(self):
1195	if self.fit_started:
1196	self._StopFit(event=None)
1197
1198	def _StopFit(self, event=None):
1199	"""
1200	Stop fit
1201	"""
1202	#time.sleep(0.1)
1203	if event != None:
1204	event.Skip()
1205	#if self.engine_type=="scipy":
1206	self._manager.stop_fit(self.uid)
1207	self._manager._reset_schedule_problem(value=0)
1208	self._on_fit_complete()
1209
1210	def rename_model(self):
1211	"""
1212	find a short name for model
1213	"""
1214	if self.model is not None:
1215	self.model.name = "M" + str(self.index_model)
1216
1217
1218	def _on_select_model(self, event=None):
1219	"""
1220	call back for model selection
1221	"""
1222	self.Show(False)
1223	copy_flag = False
1224	is_poly_enabled = None
1225	if event != None:
1226	if (event.GetEventObject() == self.formfactorbox\
1227	and self.structurebox.GetValue() != 'None')\
1228	or event.GetEventObject() == self.structurebox\
1229	or event.GetEventObject() == self.multifactorbox:
1230	copy_flag = self.get_copy_params()
1231	is_poly_enabled = self.enable_disp.GetValue()
1232
1233	self._on_select_model_helper()
1234	self.set_model_param_sizer(self.model)
1235	if self.model is None:
1236	self._set_bookmark_flag(False)
1237	self._keep.Enable(False)
1238	self._set_save_flag(False)
1239	self.enable_disp.SetValue(False)
1240	self.disable_disp.SetValue(True)
1241	try:
1242	self.set_dispers_sizer()
1243	except:
1244	pass
1245	#self.btFit.SetFocus()
1246	self.state.enable_disp = self.enable_disp.GetValue()
1247	self.state.disable_disp = self.disable_disp.GetValue()
1248	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1249	self.state.slit_smearer = self.slit_smearer.GetValue()
1250
1251	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1252	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1253	self.enable_fit_button()
1254	if self.model != None:
1255	self.rename_model()
1256	self._set_copy_flag(True)
1257	self._set_paste_flag(True)
1258	if self.data is not None:
1259	is_data = check_data_validity(self.data)
1260	if is_data:
1261	self._set_bookmark_flag(True)
1262	self._keep.Enable(True)
1263	#self._set_save_flag(True)
1264	# Reset smearer, model and data
1265	if not copy_flag:
1266	self.disable_smearer.SetValue(True)
1267	self.enable_smearer.SetValue(False)
1268
1269	# more disables for 2D
1270	self._set_smear_buttons()
1271
1272	try:
1273	# update smearer sizer
1274	#if not self.enable_smearer.GetValue():
1275	# self.disable_smearer.SetValue(True)
1276	self.onSmear(None)
1277	temp_smear = None
1278	if not self.disable_smearer.GetValue():
1279	# Set the smearer environments
1280	temp_smear = self.current_smearer
1281	except:
1282	raise
1283	## error occured on chisqr computation
1284	#pass
1285	## event to post model to fit to fitting plugins
1286	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1287
1288	## set smearing value whether or not
1289	# the data contain the smearing info
1290	evt = ModelEventbox(model=self.model,
1291	smearer=temp_smear,
1292	enable_smearer=not self.disable_smearer.GetValue(),
1293	qmin=float(self.qmin_x),
1294	uid=self.uid,
1295	caption=self.window_caption,
1296	qmax=float(self.qmax_x))
1297
1298	self._manager._on_model_panel(evt=evt)
1299	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1300	self.mbox_description.SetForegroundColour(wx.BLUE)
1301	self.state.model = self.model.clone()
1302	self.state.model.name = self.model.name
1303
1304
1305	if event != None:
1306	## post state to fit panel
1307	new_event = PageInfoEvent(page = self)
1308	wx.PostEvent(self.parent, new_event)
1309	#update list of plugins if new plugin is available
1310	if self.plugin_rbutton.GetValue():
1311	temp = self.parent.update_model_list()
1312	if temp:
1313	self.model_list_box = temp
1314	current_val = self.formfactorbox.GetValue()
1315	pos = self.formfactorbox.GetSelection()
1316	self._show_combox_helper()
1317	self.formfactorbox.SetSelection(pos)
1318	self.formfactorbox.SetValue(current_val)
1319	# when select a model only from guictr/button
1320	if is_poly_enabled != None:
1321	self.enable_disp.SetValue(is_poly_enabled)
1322	self.disable_disp.SetValue(not is_poly_enabled)
1323	self._set_dipers_Param(event=None)
1324	self.state.enable_disp = self.enable_disp.GetValue()
1325	self.state.disable_disp = self.disable_disp.GetValue()
1326
1327	# Keep the previous param values
1328	if copy_flag:
1329	self.get_paste_params(copy_flag)
1330	wx.CallAfter(self._onDraw, None)
1331
1332	else:
1333	self._draw_model()
1334
1335	if self.batch_on:
1336	self.slit_smearer.Enable(False)
1337	self.pinhole_smearer.Enable(False)
1338	self.btEditMask.Disable()
1339	self.EditMask_title.Disable()
1340
1341	self.Show(True)
1342	self.SetupScrolling()
1343
1344	def _onparamEnter(self,event):
1345	"""
1346	when enter value on panel redraw model according to changed
1347	"""
1348	if self.model ==None:
1349	msg="Please select a Model first..."
1350	wx.MessageBox(msg, 'Info')
1351	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1352	# "Parameters: %s"%msg))
1353	return
1354
1355	#default flag
1356	flag = False
1357	self.fitrange = True
1358	#get event object
1359	tcrtl = event.GetEventObject()
1360
1361	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1362	# updating ... ",type="update"))
1363	#Clear msg if previously shown.
1364	msg= ""
1365	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1366
1367	if check_float(tcrtl):
1368	flag = self._onparamEnter_helper()
1369	self.set_npts2fit()
1370	if self.fitrange:
1371	temp_smearer = None
1372	if not self.disable_smearer.GetValue():
1373	temp_smearer= self.current_smearer
1374	## set smearing value whether or not
1375	# the data contain the smearing info
1376	if self.slit_smearer.GetValue():
1377	flag1 = self.update_slit_smear()
1378	flag = flag or flag1
1379	elif self.pinhole_smearer.GetValue():
1380	flag1 = self.update_pinhole_smear()
1381	flag = flag or flag1
1382	elif self.data.__class__.__name__ != "Data2D" and \
1383	not self.enable2D:
1384	self._manager.set_smearer(smearer=temp_smearer,
1385	fid=self.data.id,
1386	uid=self.uid,
1387	qmin= float(self.qmin_x),
1388	qmax= float(self.qmax_x),
1389	enable_smearer=not self.disable_smearer.GetValue(),
1390	draw=True)
1391	if flag:
1392	#self.compute_chisqr(smearer= temp_smearer)
1393
1394	## new state posted
1395	if self.state_change:
1396	#self._undo.Enable(True)
1397	event = PageInfoEvent(page = self)
1398	wx.PostEvent(self.parent, event)
1399	self.state_change= False
1400	else:
1401	# invalid fit range: do nothing here:
1402	# msg already displayed in validate
1403	return
1404	else:
1405	self.save_current_state()
1406	msg= "Cannot Plot :Must enter a number!!! "
1407	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1408
1409	self.save_current_state()
1410	return
1411
1412	def _onparamRangeEnter(self, event):
1413	"""
1414	Check validity of value enter in the parameters range field
1415	"""
1416	#if self.check_invalid_panel():
1417	# return
1418	tcrtl= event.GetEventObject()
1419	#Clear msg if previously shown.
1420	msg= ""
1421	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1422	# Flag to register when a parameter has changed.
1423	is_modified = False
1424	if tcrtl.GetValue().lstrip().rstrip()!="":
1425	try:
1426	value = float(tcrtl.GetValue())
1427	tcrtl.SetBackgroundColour(wx.WHITE)
1428	self._check_value_enter(self.fittable_param ,is_modified)
1429	self._check_value_enter(self.parameters ,is_modified)
1430	except:
1431	tcrtl.SetBackgroundColour("pink")
1432	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1433	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1434	return
1435	else:
1436	tcrtl.SetBackgroundColour(wx.WHITE)
1437
1438	#self._undo.Enable(True)
1439	self.save_current_state()
1440	event = PageInfoEvent(page = self)
1441	wx.PostEvent(self.parent, event)
1442	self.state_change= False
1443
1444
1445	def _onQrangeEnter(self, event):
1446	"""
1447	Check validity of value enter in the Q range field
1448	"""
1449	tcrtl = event.GetEventObject()
1450	#Clear msg if previously shown.
1451	msg= ""
1452	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1453	# For theory mode
1454	if not self.data.is_data:
1455	self.npts_x = self.Npts_total.GetValue()
1456	self.Npts_fit.SetValue(self.npts_x)
1457	self.create_default_data()
1458	# Flag to register when a parameter has changed.
1459	is_modified = False
1460	if tcrtl.GetValue().lstrip().rstrip()!="":
1461	try:
1462	value = float(tcrtl.GetValue())
1463	tcrtl.SetBackgroundColour(wx.WHITE)
1464
1465	# If qmin and qmax have been modified, update qmin and qmax
1466	if self._validate_qrange( self.qmin, self.qmax):
1467	tempmin = float(self.qmin.GetValue())
1468	if tempmin != self.qmin_x:
1469	self.qmin_x = tempmin
1470	tempmax = float(self.qmax.GetValue())
1471	if tempmax != self.qmax_x:
1472	self.qmax_x = tempmax
1473	else:
1474	tcrtl.SetBackgroundColour("pink")
1475	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1476	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1477	return
1478
1479	except:
1480	tcrtl.SetBackgroundColour("pink")
1481	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1482	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1483	return
1484	#Check if # of points for theory model are valid(>0).
1485	# check for 2d
1486	if self.data.__class__.__name__ == "Data2D" or \
1487	self.enable2D:
1488	# set mask
1489	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1490	self.data.qy_data*self.data.qy_data )
1491	index_data = ((self.qmin_x <= radius)& \
1492	(radius<= self.qmax_x))
1493	index_data = (index_data)&(self.data.mask)
1494	index_data = (index_data)&(numpy.isfinite(self.data.data))
1495	if len(index_data[index_data]) < 10:
1496	msg = "Cannot Plot :No or too little npts in"
1497	msg += " that data range!!! "
1498	wx.PostEvent(self.parent.parent,
1499	StatusEvent(status=msg))
1500	return
1501	else:
1502	#self.data.mask = index_data
1503	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1504	self.set_npts2fit()
1505	else:
1506	index_data = ((self.qmin_x <= self.data.x)& \
1507	(self.data.x <= self.qmax_x))
1508	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1509
1510	self.npts_x = self.Npts_total.GetValue()
1511	self.create_default_data()
1512	self._save_plotting_range()
1513	else:
1514	tcrtl.SetBackgroundColour("pink")
1515	msg= "Model Error:wrong value entered!!!"
1516	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1517
1518	self._draw_model()
1519	self.save_current_state()
1520	event = PageInfoEvent(page = self)
1521	wx.PostEvent(self.parent, event)
1522	self.state_change= False
1523	return
1524
1525	def _clear_Err_on_Fit(self):
1526	"""
1527	hide the error text control shown
1528	after fitting
1529	"""
1530	if self.is_mac:
1531	return
1532	if hasattr(self,"text2_3"):
1533	self.text2_3.Hide()
1534
1535	if len(self.parameters)>0:
1536	for item in self.parameters:
1537	#Skip t ifhe angle parameters if 1D data
1538	if self.data.__class__.__name__ != "Data2D" and \
1539	not self.enable2D:
1540	if item in self.orientation_params:
1541	continue
1542	if item in self.param_toFit:
1543	continue
1544	## hide statictext +/-
1545	if len(item) < 4 :
1546	continue
1547	if item[3]!=None and item[3].IsShown():
1548	item[3].Hide()
1549	## hide textcrtl for error after fit
1550	if item[4]!=None and item[4].IsShown():
1551	item[4].Hide()
1552
1553	if len(self.fittable_param)>0:
1554	for item in self.fittable_param:
1555	#Skip t ifhe angle parameters if 1D data
1556	if self.data.__class__.__name__ != "Data2D" and \
1557	not self.enable2D:
1558	if item in self.orientation_params:
1559	continue
1560	if item in self.param_toFit:
1561	continue
1562	if len(item) < 4 :
1563	continue
1564	## hide statictext +/-
1565	if item[3]!=None and item[3].IsShown():
1566	item[3].Hide()
1567	## hide textcrtl for error after fit
1568	if item[4]!=None and item[4].IsShown():
1569	item[4].Hide()
1570	return
1571
1572	def _get_defult_custom_smear(self):
1573	"""
1574	Get the defult values for custum smearing.
1575	"""
1576	# get the default values
1577	if self.dxl == None: self.dxl = 0.0
1578	if self.dxw == None: self.dxw = ""
1579	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1580	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1581
1582	def _get_smear_info(self):
1583	"""
1584	Get the smear info from data.
1585
1586	:return: self.smear_type, self.dq_l and self.dq_r,
1587	respectively the type of the smear, dq_min and
1588	dq_max for pinhole smear data
1589	while dxl and dxw for slit smear
1590
1591	"""
1592
1593	# default
1594	self.smear_type = None
1595	self.dq_l = None
1596	self.dq_r = None
1597	data = self.data
1598	if self.data is None:
1599	return
1600	elif self.data.__class__.__name__ == "Data2D" or \
1601	self.enable2D:
1602	if data.dqx_data == None or data.dqy_data ==None:
1603	return
1604	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1605	(data.dqx_data.any()!=0):
1606	self.smear_type = "Pinhole2d"
1607	self.dq_l = format_number(numpy.average(data.dqx_data))
1608	self.dq_r = format_number(numpy.average(data.dqy_data))
1609	return
1610	else:
1611	return
1612	# check if it is pinhole smear and get min max if it is.
1613	if data.dx != None and all(data.dx !=0):
1614	self.smear_type = "Pinhole"
1615	self.dq_l = data.dx[0]
1616	self.dq_r = data.dx[-1]
1617
1618	# check if it is slit smear and get min max if it is.
1619	elif data.dxl != None or data.dxw != None:
1620	self.smear_type = "Slit"
1621	if data.dxl != None and all(data.dxl !=0):
1622	self.dq_l = data.dxl[0]
1623	if data.dxw != None and all(data.dxw !=0):
1624	self.dq_r = data.dxw[0]
1625	#return self.smear_type,self.dq_l,self.dq_r
1626
1627	def _show_smear_sizer(self):
1628	"""
1629	Show only the sizers depending on smear selection
1630	"""
1631	# smear disabled
1632	if self.disable_smearer.GetValue():
1633	self.smear_description_none.Show(True)
1634	# 2Dsmear
1635	elif self._is_2D():
1636	self.smear_description_accuracy_type.Show(True)
1637	self.smear_accuracy.Show(True)
1638	self.smear_description_accuracy_type.Show(True)
1639	self.smear_description_2d.Show(True)
1640	self.smear_description_2d_x.Show(True)
1641	self.smear_description_2d_y.Show(True)
1642	if self.pinhole_smearer.GetValue():
1643	self.smear_pinhole_min.Show(True)
1644	self.smear_pinhole_max.Show(True)
1645	# smear from data
1646	elif self.enable_smearer.GetValue():
1647
1648	self.smear_description_dqdata.Show(True)
1649	if self.smear_type != None:
1650	self.smear_description_smear_type.Show(True)
1651	if self.smear_type == 'Slit':
1652	self.smear_description_slit_height.Show(True)
1653	self.smear_description_slit_width.Show(True)
1654	elif self.smear_type == 'Pinhole':
1655	self.smear_description_pin_min.Show(True)
1656	self.smear_description_pin_max.Show(True)
1657	self.smear_description_smear_type.Show(True)
1658	self.smear_description_type.Show(True)
1659	self.smear_data_left.Show(True)
1660	self.smear_data_right.Show(True)
1661	# custom pinhole smear
1662	elif self.pinhole_smearer.GetValue():
1663	if self.smear_type == 'Pinhole':
1664	self.smear_message_new_p.Show(True)
1665	self.smear_description_pin_min.Show(True)
1666	self.smear_description_pin_max.Show(True)
1667
1668	self.smear_pinhole_min.Show(True)
1669	self.smear_pinhole_max.Show(True)
1670	# custom slit smear
1671	elif self.slit_smearer.GetValue():
1672	self.smear_message_new_s.Show(True)
1673	self.smear_description_slit_height.Show(True)
1674	self.smear_slit_height.Show(True)
1675	self.smear_description_slit_width.Show(True)
1676	self.smear_slit_width.Show(True)
1677
1678	def _hide_all_smear_info(self):
1679	"""
1680	Hide all smearing messages in the set_smearer sizer
1681	"""
1682	self.smear_description_none.Hide()
1683	self.smear_description_dqdata.Hide()
1684	self.smear_description_type.Hide()
1685	self.smear_description_smear_type.Hide()
1686	self.smear_description_accuracy_type.Hide()
1687	self.smear_description_2d_x.Hide()
1688	self.smear_description_2d_y.Hide()
1689	self.smear_description_2d.Hide()
1690
1691	self.smear_accuracy.Hide()
1692	self.smear_data_left.Hide()
1693	self.smear_data_right.Hide()
1694	self.smear_description_pin_min.Hide()
1695	self.smear_pinhole_min.Hide()
1696	self.smear_description_pin_max.Hide()
1697	self.smear_pinhole_max.Hide()
1698	self.smear_description_slit_height.Hide()
1699	self.smear_slit_height.Hide()
1700	self.smear_description_slit_width.Hide()
1701	self.smear_slit_width.Hide()
1702	self.smear_message_new_p.Hide()
1703	self.smear_message_new_s.Hide()
1704
1705	def _set_accuracy_list(self):
1706	"""
1707	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1708	"""
1709	# list of accuracy choices
1710	list = ['Low','Med','High','Xhigh']
1711	for idx in range(len(list)):
1712	self.smear_accuracy.Append(list[idx],idx)
1713
1714	def _set_fun_box_list(self,fun_box):
1715	"""
1716	Set the list of func for multifunctional models
1717	"""
1718	# Check if it is multi_functional model
1719	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1720	and not self.temp_multi_functional:
1721	return None
1722	# Get the func name list
1723	list = self.model.fun_list
1724	if len(list) == 0:
1725	return None
1726	# build function (combo)box
1727	ind = 0
1728	while(ind < len(list)):
1729	for key, val in list.iteritems():
1730	if (val == ind):
1731	fun_box.Append(key,val)
1732	break
1733	ind += 1
1734
1735	def _on_select_accuracy(self,event):
1736	"""
1737	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1738	"""
1739	#event.Skip()
1740	# Check if the accuracy is same as before
1741	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1742	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1743	if self.pinhole_smearer.GetValue():
1744	self.onPinholeSmear(event=None)
1745	else:
1746	self.onSmear(event=None)
1747	if self.current_smearer != None:
1748	self.current_smearer.set_accuracy(accuracy =
1749	self.smear2d_accuracy)
1750	event.Skip()
1751
1752	def _on_fun_box(self,event):
1753	"""
1754	Select an func: Erf,Rparabola,LParabola
1755	"""
1756	fun_val = None
1757	fun_box = event.GetEventObject()
1758	name = fun_box.Name
1759	value = fun_box.GetValue()
1760	if self.model.fun_list.has_key(value):
1761	fun_val = self.model.fun_list[value]
1762
1763	self.model.setParam(name,fun_val)
1764	# save state
1765	self._copy_parameters_state(self.str_parameters,
1766	self.state.str_parameters)
1767	# update params
1768	self._update_paramv_on_fit()
1769	# draw
1770	self._draw_model()
1771	self.Refresh()
1772	# get ready for new event
1773	event.Skip()
1774
1775	def _onMask(self, event):
1776	"""
1777	Build a panel to allow to edit Mask
1778	"""
1779
1780	from sans.guiframe.local_perspectives.plotting.masking \
1781	import MaskPanel as MaskDialog
1782
1783	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1784	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1785	self.panel.ShowModal()
1786	#wx.PostEvent(self.parent, event)
1787
1788	def _draw_masked_model(self, event):
1789	"""
1790	Draw model image w/mask
1791	"""
1792	#event.Skip()
1793	is_valid_qrange = self._update_paramv_on_fit()
1794
1795	if is_valid_qrange and self.model != None:
1796	#self.panel.Show(0)
1797	#self.panel.Destroy() # frame
1798	self.panel.MakeModal(False)
1799	event.Skip()
1800	# try re draw the model plot if it exists
1801	self._draw_model()
1802	self.set_npts2fit()
1803	elif self.model == None:
1804	#self.panel.Show(0)
1805	#self.panel.Destroy() # frame
1806	self.panel.MakeModal(False)
1807	event.Skip()
1808	self.set_npts2fit()
1809	msg= "No model is found on updating MASK in the model plot... "
1810	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1811	else:
1812	event.Skip()
1813	msg = ' Please consider your Q range, too.'
1814	self.panel.ShowMessage(msg)
1815
1816
1817	def _set_smear(self, data):
1818	"""
1819	"""
1820	if data is None:
1821	return
1822	self.current_smearer = smear_selection(data, self.model)
1823	flag = self.disable_smearer.GetValue()
1824	self.disable_smearer.SetValue(flag)
1825	if self.current_smearer == None:
1826	self.enable_smearer.Disable()
1827	else:
1828	self.enable_smearer.Enable()
1829	if not flag:
1830	self.onSmear(None)
1831
1832	def _mac_sleep(self, sec=0.2):
1833	"""
1834	Give sleep to MAC
1835	"""
1836	if self.is_mac:
1837	time.sleep(sec)
1838
1839	def get_view_mode(self):
1840	"""
1841	return True if the panel allow 2D or False if 1D
1842	"""
1843	return self.enable2D
1844
1845	def compute_data_set_range(self, data_list):
1846	"""
1847	find the range that include all data in the set
1848	return the minimum and the maximum values
1849	"""
1850	if data_list is not None and data_list != []:
1851	for data in data_list:
1852	qmin, qmax, npts = self.compute_data_range(data)
1853	self.qmin_data_set = min(self.qmin_data_set, qmin)
1854	self.qmax_data_set = max(self.qmax_data_set, qmax)
1855	self.npts_data_set += npts
1856	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1857
1858	def compute_data_range(self, data):
1859	"""
1860	compute the minimum and the maximum range of the data
1861	return the npts contains in data
1862	:param data:
1863	"""
1864	qmin, qmax, npts = None, None, None
1865	if data is not None:
1866	if not hasattr(data,"data"):
1867	qmin = min(data.x)
1868	# Maximum value of data
1869	qmax = max(data.x)
1870	npts = len(data.x)
1871	else:
1872	qmin = 0
1873	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1874	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1875	## Maximum value of data
1876	qmax = math.sqrt(xx + yy)
1877	npts = len(data.data)
1878	return qmin, qmax, npts
1879
1880
1881	def set_data(self, data):
1882	"""
1883	reset the current data
1884	"""
1885	from sans.guiframe.dataFitting import check_data_validity
1886	id = None
1887	flag = False
1888	is_data = False
1889	if self.data is not None:
1890	is_data = check_data_validity(self.data)
1891	if not is_data and data is not None:
1892	flag = True
1893	if data is not None:
1894	id = data.id
1895	if is_data:
1896	self.graph_id = self.data.group_id
1897	flag = (data.id != self.data.id)
1898	self.data = data
1899	if check_data_validity(data):
1900	self.graph_id = data.group_id
1901	self.data.group_id = self.graph_id
1902
1903	if self.data is None:
1904	data_name = ""
1905	self._set_bookmark_flag(False)
1906	self._keep.Enable(False)
1907	self._set_save_flag(False)
1908	else:
1909	if self.model != None:
1910	self._set_bookmark_flag(True)
1911	self._keep.Enable(True)
1912
1913	self._set_save_flag(True)
1914	self._set_preview_flag(True)
1915
1916	self._set_smear(data)
1917	# more disables for 2D
1918	if self.data.__class__.__name__ == "Data2D" or \
1919	self.enable2D:
1920	self.slit_smearer.Disable()
1921	self.pinhole_smearer.Enable(True)
1922	self.default_mask = copy.deepcopy(self.data.mask)
1923	if self.data.err_data == None or\
1924	(self.data.err_data == 1).all() or\
1925	(self.data.err_data == 0).all():
1926	self.dI_didata.Enable(False)
1927	self.dI_noweight.SetValue(True)
1928	self.weightbt_string = self.dI_noweight.GetLabelText()
1929	else:
1930	self.dI_didata.Enable(True)
1931	self.dI_didata.SetValue(True)
1932	self.weightbt_string = self.dI_didata.GetLabelText()
1933	else:
1934	self.slit_smearer.Enable(True)
1935	self.pinhole_smearer.Enable(True)
1936	if self.data.dy == None or\
1937	(self.data.dy == 1).all() or\
1938	(self.data.dy == 0).all():
1939	self.dI_didata.Enable(False)
1940	self.dI_noweight.SetValue(True)
1941	self.weightbt_string = self.dI_noweight.GetLabelText()
1942	else:
1943	self.dI_didata.Enable(True)
1944	self.dI_didata.SetValue(True)
1945	self.weightbt_string = self.dI_didata.GetLabelText()
1946	# Enable weighting radio uttons
1947	self.dI_noweight.Enable(True)
1948	self.dI_sqrdata.Enable(True)
1949	self.dI_idata.Enable(True)
1950
1951	self.formfactorbox.Enable()
1952	self.structurebox.Enable()
1953	data_name = self.data.name
1954	_, _, npts = self.compute_data_range(self.data)
1955	#set maximum range for x in linear scale
1956	if not hasattr(self.data, "data"): #Display only for 1D data fit
1957	self.btEditMask.Disable()
1958	self.EditMask_title.Disable()
1959	else:
1960	self.btEditMask.Enable()
1961	self.EditMask_title.Enable()
1962
1963	self.Npts_total.SetValue(str(npts))
1964	#default:number of data points selected to fit
1965	self.Npts_fit.SetValue(str(npts))
1966	self.Npts_total.SetEditable(False)
1967	self.Npts_total.SetBackgroundColour(\
1968	self.GetParent().GetBackgroundColour())
1969
1970	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1971	self.dataSource.SetValue(data_name)
1972	self.state.data = data
1973	self.enable_fit_button()
1974	# send graph_id to page_finder
1975	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1976	#focus the page
1977	if check_data_validity(data):
1978	self.data_box_description.SetForegroundColour(wx.BLUE)
1979
1980	if self.batch_on:
1981	self.slit_smearer.Enable(False)
1982	self.pinhole_smearer.Enable(False)
1983	self.btEditMask.Disable()
1984	self.EditMask_title.Disable()
1985
1986
1987	self.on_set_focus(None)
1988	self.Refresh()
1989	#update model plot with new data information
1990	if flag:
1991	#set model view button
1992	if not self.enable_smearer.GetValue():
1993	self.disable_smearer.SetValue(True)
1994	self.onSmear(None)
1995	#self._set_smear(self.data)
1996
1997	if self.data.__class__.__name__ == "Data2D":
1998	self.enable2D = True
1999	self.model_view.SetLabel("2D Mode")
2000	else:
2001	self.enable2D = False
2002	self.model_view.SetLabel("1D Mode")
2003	self.model_view.Disable()
2004	#replace data plot on combo box selection
2005	#by removing the previous selected data
2006	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
2007	group_id=self.graph_id, id=id))
2008	#plot the current selected data
2009	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
2010	title=str(self.data.title)))
2011	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
2012	# caption=self.window_name)
2013	self._draw_model()
2014
2015	def _npts_click(self, event):
2016	"""
2017	Prevent further handling of the mouse event on Npts_total
2018	by not calling Skip().
2019	"""
2020	pass
2021
2022	def reset_page(self, state,first=False):
2023	"""
2024	reset the state
2025	"""
2026	self.reset_page_helper(state)
2027
2028	self.select_param(event = None)
2029	#Save state_fit
2030	self.save_current_state_fit()
2031	self._lay_out()
2032	self.Refresh()
2033
2034	def get_range(self):
2035	"""
2036	return the fitting range
2037	"""
2038	return float(self.qmin_x) , float(self.qmax_x)
2039
2040	def get_npts2fit(self):
2041	"""
2042	return numbers of data points within qrange
2043
2044	:Note: This is for Park where chi2 is not normalized by Npts of fit
2045
2046	"""
2047	if self.data is None:
2048	return
2049	npts2fit = 0
2050	qmin,qmax = self.get_range()
2051	if self.data.__class__.__name__ == "Data2D" or \
2052	self.enable2D:
2053	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2054	self.data.qy_data*self.data.qy_data )
2055	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2056	index_data= (index_data)&(self.data.mask)
2057	index_data = (index_data)&(numpy.isfinite(self.data.data))
2058	npts2fit = len(self.data.data[index_data])
2059	else:
2060	for qx in self.data.x:
2061	if qx >= qmin and qx <= qmax:
2062	npts2fit += 1
2063	return npts2fit
2064
2065	def set_npts2fit(self):
2066	"""
2067	setValue Npts for fitting
2068	"""
2069	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2070
2071	def get_chi2(self):
2072	"""
2073	return the current chi2
2074	"""
2075	return self.tcChi.GetValue()
2076
2077	def get_param_list(self):
2078	"""
2079	:return self.param_toFit: list containing references to TextCtrl
2080	checked.Theses TextCtrl will allow reference to parameters to fit.
2081
2082	:raise: if return an empty list of parameter fit will nnote work
2083	properly so raise ValueError,"missing parameter to fit"
2084	"""
2085	if self.param_toFit !=[]:
2086	return self.param_toFit
2087	else:
2088	msg = "missing parameters to fit"
2089	wx.MessageBox(msg, 'warning')
2090	return False
2091	#raise ValueError,"missing parameters to fit"
2092
2093	def onsetValues(self, chisqr, p_name, out, cov):
2094	"""
2095	Build the panel from the fit result
2096
2097	:param chisqr: Value of the goodness of fit metric
2098	:param p_name: the name of parameters
2099	:param out: list of parameter with the best value found during fitting
2100	:param cov: Covariance matrix
2101
2102	"""
2103	# make sure stop button to fit button all the time
2104	self._on_fit_complete()
2105	if out == None or not numpy.isfinite(chisqr):
2106	raise ValueError,"Fit error occured..."
2107
2108	is_modified = False
2109	has_error = False
2110	dispersity = ''
2111
2112	#Hide textctrl boxes of errors.
2113	self._clear_Err_on_Fit()
2114
2115	#Check if chi2 is finite
2116	if chisqr != None and numpy.isfinite(chisqr):
2117	#format chi2
2118	if self.engine_type == "park":
2119	npt_fit = float(self.get_npts2fit())
2120	# Taking care this in parkemgine
2121	#if npt_fit > 0:
2122	# chisqr =chisqr/npt_fit
2123	chi2 = format_number(chisqr, True)
2124	self.tcChi.SetValue(chi2)
2125	self.tcChi.Refresh()
2126	else:
2127	self.tcChi.SetValue("-")
2128
2129	#Hide error title
2130	if self.text2_3.IsShown() and not self.is_mac:
2131	self.text2_3.Hide()
2132
2133	try:
2134	if self.enable_disp.GetValue():
2135	if hasattr(self,"text_disp_1" ):
2136	if self.text_disp_1 != None and not self.is_mac:
2137	self.text_disp_1.Hide()
2138	except:
2139	dispersity = None
2140	pass
2141
2142
2143	i = 0
2144	#Set the panel when fit result are list
2145	for item in self.param_toFit:
2146	if len(item)>5 and item != None:
2147	## reset error value to initial state
2148	if not self.is_mac:
2149	item[3].Hide()
2150	item[4].Hide()
2151	for ind in range(len(out)):
2152	if item[1] == p_name[ind]:
2153	break
2154	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2155	val_out = format_number(out[ind], True)
2156	item[2].SetValue(val_out)
2157
2158	if(cov !=None and len(cov) == len(out)):
2159	try:
2160	if dispersity !=None:
2161	if self.enable_disp.GetValue():
2162	if hasattr(self,"text_disp_1" ):
2163	if self.text_disp_1!=None:
2164	if not self.text_disp_1.IsShown()\
2165	and not self.is_mac:
2166	self.text_disp_1.Show(True)
2167	except:
2168	pass
2169
2170	if cov[ind]!=None :
2171	if numpy.isfinite(float(cov[ind])):
2172	val_err = format_number(cov[ind], True)
2173	if not self.is_mac:
2174	item[3].Show(True)
2175	item[4].Show(True)
2176	item[4].SetValue(val_err)
2177	has_error = True
2178	i += 1
2179	#Show error title when any errors displayed
2180	if has_error:
2181	if not self.text2_3.IsShown():
2182	self.text2_3.Show(True)
2183	## save current state
2184	self.save_current_state()
2185
2186	#self._lay_out()
2187	if not self.is_mac:
2188	self.Layout()
2189	self.Refresh()
2190	self._mac_sleep(0.1)
2191	#plot model ( when drawing, do not update chisqr value again)
2192	self._draw_model(update_chisqr=False, source = 'fit')
2193	#PostStatusEvent
2194	#msg = "Fit completed!dddd "
2195	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2196
2197	def onWeighting(self, event):
2198	"""
2199	On Weighting radio button event, sets the weightbt_string
2200	"""
2201	self.weightbt_string = event.GetEventObject().GetLabelText()
2202	self._set_weight()
2203
2204	def _set_weight(self, is_2D=None):
2205	"""
2206	Set weight in fit problem
2207	"""
2208	# compute weight for the current data
2209	from .utils import get_weight
2210	flag_weight = self.get_weight_flag()
2211	if is_2D == None:
2212	is_2D = self._is_2D()
2213	weight = get_weight(data=self.data,
2214	is2d=is_2D,
2215	flag=flag_weight)
2216	self._manager.set_fit_weight(uid=self.uid,
2217	flag=flag_weight,
2218	is2d=is_2D,
2219	fid=None)
2220
2221	def onPinholeSmear(self, event):
2222	"""
2223	Create a custom pinhole smear object that will change the way residuals
2224	are compute when fitting
2225
2226	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2227	None for 1D
2228
2229	"""
2230	if self.model == None:
2231	self.disable_smearer.SetValue(True)
2232	if event == None:
2233	return
2234	msg="Please select a Model first..."
2235	wx.MessageBox(msg, 'Info')
2236	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2237	"Smear: %s"%msg))
2238	return
2239
2240	# Need update param values
2241	self._update_paramv_on_fit()
2242
2243	# msg default
2244	msg = None
2245	if event != None:
2246	tcrtl= event.GetEventObject()
2247	# event case of radio button
2248	if tcrtl.GetValue()== True:
2249	self.dx_min = 0.0
2250	self.dx_max = 0.0
2251	is_new_pinhole = True
2252	else:
2253	is_new_pinhole = self._is_changed_pinhole()
2254	else:
2255	is_new_pinhole = True
2256	# if any value is changed
2257	if is_new_pinhole:
2258	msg = self._set_pinhole_smear()
2259	# hide all silt sizer
2260	self._hide_all_smear_info()
2261
2262	##Calculate chi2
2263	temp_smearer = self.current_smearer
2264	#self.compute_chisqr(smearer= temp_smearer)
2265
2266	# show relevant slit sizers
2267	self._show_smear_sizer()
2268
2269	self.sizer_set_smearer.Layout()
2270	self.Layout()
2271
2272	if event != None:
2273	event.Skip()
2274	#self._undo.Enable(True)
2275	self.save_current_state()
2276	event = PageInfoEvent(page = self)
2277	wx.PostEvent(self.parent, event)
2278
2279	def _is_changed_pinhole(self):
2280	"""
2281	check if any of pinhole smear is changed
2282
2283	:return: True or False
2284
2285	"""
2286	# get the values
2287	pin_min = self.smear_pinhole_min.GetValue()
2288	pin_max = self.smear_pinhole_max.GetValue()
2289
2290	# Check changes in slit width
2291	try:
2292	dx_min = float(pin_min)
2293	except:
2294	return True
2295	if self.dx_min != dx_min:
2296	return True
2297
2298	# Check changes in slit heigth
2299	try:
2300	dx_max = float(pin_max)
2301	except:
2302	return True
2303	if self.dx_max != dx_max:
2304	return True
2305	return False
2306
2307	def _set_pinhole_smear(self):
2308	"""
2309	Set custom pinhole smear
2310
2311	:return: msg
2312
2313	"""
2314	# copy data
2315	data = copy.deepcopy(self.data)
2316	if self._is_2D():
2317	self.smear_type = 'Pinhole2d'
2318	len_data = len(data.data)
2319	data.dqx_data = numpy.zeros(len_data)
2320	data.dqy_data = numpy.zeros(len_data)
2321	else:
2322	self.smear_type = 'Pinhole'
2323	len_data = len(data.x)
2324	data.dx = numpy.zeros(len_data)
2325	data.dxl = None
2326	data.dxw = None
2327	msg = None
2328
2329	get_pin_min = self.smear_pinhole_min
2330	get_pin_max = self.smear_pinhole_max
2331
2332	if not check_float(get_pin_min):
2333	get_pin_min.SetBackgroundColour("pink")
2334	msg= "Model Error:wrong value entered!!!"
2335	elif not check_float(get_pin_max ):
2336	get_pin_max.SetBackgroundColour("pink")
2337	msg= "Model Error:wrong value entered!!!"
2338	else:
2339	if len_data < 2: len_data = 2
2340	self.dx_min = float(get_pin_min.GetValue())
2341	self.dx_max = float(get_pin_max.GetValue())
2342	if self.dx_min < 0:
2343	get_pin_min.SetBackgroundColour("pink")
2344	msg= "Model Error:This value can not be negative!!!"
2345	elif self.dx_max <0:
2346	get_pin_max.SetBackgroundColour("pink")
2347	msg= "Model Error:This value can not be negative!!!"
2348	elif self.dx_min != None and self.dx_max != None:
2349	if self._is_2D():
2350	data.dqx_data[data.dqx_data==0] = self.dx_min
2351	data.dqy_data[data.dqy_data==0] = self.dx_max
2352	elif self.dx_min == self.dx_max:
2353	data.dx[data.dx==0] = self.dx_min
2354	else:
2355	step = (self.dx_max - self.dx_min)/(len_data-1)
2356	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2357	step)
2358	elif self.dx_min != None:
2359	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2360	else: data.dx[data.dx==0] = self.dx_min
2361	elif self.dx_max != None:
2362	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2363	else: data.dx[data.dx==0] = self.dx_max
2364	self.current_smearer = smear_selection(data, self.model)
2365	# 2D need to set accuracy
2366	if self._is_2D():
2367	self.current_smearer.set_accuracy(accuracy = \
2368	self.smear2d_accuracy)
2369
2370	if msg != None:
2371	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2372	else:
2373	get_pin_min.SetBackgroundColour("white")
2374	get_pin_max.SetBackgroundColour("white")
2375	## set smearing value whether or not the data contain the smearing info
2376
2377	self._manager.set_smearer(smearer=self.current_smearer,
2378	fid=self.data.id,
2379	qmin=float(self.qmin_x),
2380	qmax= float(self.qmax_x),
2381	enable_smearer=not self.disable_smearer.GetValue(),
2382	uid=self.uid)
2383	return msg
2384
2385	def update_pinhole_smear(self):
2386	"""
2387	called by kill_focus on pinhole TextCntrl
2388	to update the changes
2389
2390	:return: False when wrong value was entered
2391
2392	"""
2393	# msg default
2394	msg = None
2395	# check if any value is changed
2396	if self._is_changed_pinhole():
2397	msg = self._set_pinhole_smear()
2398	#self._undo.Enable(True)
2399	wx.CallAfter(self.save_current_state)
2400
2401	if msg != None:
2402	return False
2403	else:
2404	return True
2405
2406	def onSlitSmear(self, event):
2407	"""
2408	Create a custom slit smear object that will change the way residuals
2409	are compute when fitting
2410	"""
2411	if self.model == None:
2412	self.disable_smearer.SetValue(True)
2413	if event == None:
2414	return
2415	msg="Please select a Model first..."
2416	wx.MessageBox(msg, 'Info')
2417	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2418	"Smear: %s"%msg))
2419	return
2420
2421	# Need update param values
2422	self._update_paramv_on_fit()
2423
2424	# msg default
2425	msg = None
2426	# for event given
2427	if event != None:
2428	tcrtl= event.GetEventObject()
2429	# event case of radio button
2430	if tcrtl.GetValue():
2431	self.dxl = 0.0
2432	self.dxw = 0.0
2433	is_new_slit = True
2434	else:
2435	is_new_slit = self._is_changed_slit()
2436	else:
2437	is_new_slit = True
2438
2439	# if any value is changed
2440	if is_new_slit:
2441	msg = self._set_slit_smear()
2442
2443	# hide all silt sizer
2444	self._hide_all_smear_info()
2445	##Calculate chi2
2446	#self.compute_chisqr(smearer= self.current_smearer)
2447	# show relevant slit sizers
2448	self._show_smear_sizer()
2449	self.sizer_set_smearer.Layout()
2450	self.Layout()
2451
2452	if event != None:
2453	event.Skip()
2454	#self._undo.Enable(True)
2455	self.save_current_state()
2456	event = PageInfoEvent(page = self)
2457	wx.PostEvent(self.parent, event)
2458	if msg != None:
2459	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2460
2461	def _is_changed_slit(self):
2462	"""
2463	check if any of slit lengths is changed
2464
2465	:return: True or False
2466
2467	"""
2468	# get the values
2469	width = self.smear_slit_width.GetValue()
2470	height = self.smear_slit_height.GetValue()
2471
2472	# check and change the box bg color if it was pink
2473	# but it should be white now
2474	# because this is the case that _set_slit_smear() will not handle
2475	if height.lstrip().rstrip()=="":
2476	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2477	if width.lstrip().rstrip()=="":
2478	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2479
2480	# Check changes in slit width
2481	if width == "":
2482	dxw = 0.0
2483	else:
2484	try:
2485	dxw = float(width)
2486	except:
2487	return True
2488	if self.dxw != dxw:
2489	return True
2490
2491	# Check changes in slit heigth
2492	if height == "":
2493	dxl = 0.0
2494	else:
2495	try:
2496	dxl = float(height)
2497	except:
2498	return True
2499	if self.dxl != dxl:
2500	return True
2501
2502	return False
2503
2504	def _set_slit_smear(self):
2505	"""
2506	Set custom slit smear
2507
2508	:return: message to inform the user about the validity
2509	of the values entered for slit smear
2510	"""
2511	if self.data.__class__.__name__ == "Data2D" or \
2512	self.enable2D:
2513	return
2514	temp_smearer = None
2515	# make sure once more if it is smearer
2516	data = copy.deepcopy(self.data)
2517	data_len = len(data.x)
2518	data.dx = None
2519	data.dxl = None
2520	data.dxw = None
2521	msg = None
2522
2523	try:
2524	self.dxl = float(self.smear_slit_height.GetValue())
2525	data.dxl = self.dxl* numpy.ones(data_len)
2526	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2527	except:
2528	data.dxl = numpy.zeros(data_len)
2529	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2530	self.smear_slit_height.SetBackgroundColour("pink")
2531	msg = "Wrong value entered... "
2532	else:
2533	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2534	try:
2535	self.dxw = float(self.smear_slit_width.GetValue())
2536	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2537	data.dxw = self.dxw* numpy.ones(data_len)
2538	except:
2539	data.dxw = numpy.zeros(data_len)
2540	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2541	self.smear_slit_width.SetBackgroundColour("pink")
2542	msg = "Wrong Fit value entered... "
2543	else:
2544	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2545
2546	self.current_smearer = smear_selection(data, self.model)
2547	#temp_smearer = self.current_smearer
2548	## set smearing value whether or not the data contain the smearing info
2549	self._manager.set_smearer(smearer=self.current_smearer,
2550	fid=self.data.id,
2551	qmin=float(self.qmin_x),
2552	qmax= float(self.qmax_x),
2553	enable_smearer=not self.disable_smearer.GetValue(),
2554	uid=self.uid)
2555	return msg
2556
2557	def update_slit_smear(self):
2558	"""
2559	called by kill_focus on pinhole TextCntrl
2560	to update the changes
2561
2562	:return: False when wrong value was entered
2563
2564	"""
2565	# msg default
2566	msg = None
2567	# check if any value is changed
2568	if self._is_changed_slit():
2569	msg = self._set_slit_smear()
2570	#self._undo.Enable(True)
2571	self.save_current_state()
2572
2573	if msg != None:
2574	return False
2575	else:
2576	return True
2577
2578	def onSmear(self, event):
2579	"""
2580	Create a smear object that will change the way residuals
2581	are compute when fitting
2582	"""
2583	if event != None:
2584	event.Skip()
2585	if self.data is None:
2586	return
2587
2588	if self.model == None:
2589	self.disable_smearer.SetValue(True)
2590	if event == None:
2591	return
2592	msg="Please select a Model first..."
2593	wx.MessageBox(msg, 'Info')
2594	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2595	"Smear: %s"%msg))
2596	return
2597	# Need update param values
2598	self._update_paramv_on_fit()
2599	temp_smearer = self.on_smear_helper()
2600
2601	self.sizer_set_smearer.Layout()
2602	self.Layout()
2603	self._set_weight()
2604
2605	## set smearing value whether or not the data contain the smearing info
2606	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2607	fid=self.data.id,
2608	qmin=float(self.qmin_x),
2609	qmax=float(self.qmax_x),
2610	enable_smearer=not self.disable_smearer.GetValue(),
2611	draw=True)
2612
2613	self.state.enable_smearer= self.enable_smearer.GetValue()
2614	self.state.disable_smearer=self.disable_smearer.GetValue()
2615	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2616	self.state.slit_smearer = self.slit_smearer.GetValue()
2617
2618	def on_smear_helper(self, update=False):
2619	"""
2620	Help for onSmear
2621
2622	:param update: force or not to update
2623	"""
2624	self._get_smear_info()
2625	temp_smearer = None
2626	#renew smear sizer
2627	if self.smear_type != None:
2628	self.smear_description_smear_type.SetValue(str(self.smear_type))
2629	self.smear_data_left.SetValue(str(self.dq_l))
2630	self.smear_data_right.SetValue(str(self.dq_r))
2631
2632	self._hide_all_smear_info()
2633	data = copy.deepcopy(self.data)
2634
2635	# make sure once more if it is smearer
2636	temp_smearer = smear_selection(data, self.model)
2637	if self.current_smearer != temp_smearer or update:
2638	self.current_smearer = temp_smearer
2639	if self.enable_smearer.GetValue():
2640	if hasattr(self.data,"dxl"):
2641	msg= ": Resolution smearing parameters"
2642	if hasattr(self.data,"dxw"):
2643	msg= ": Slit smearing parameters"
2644	if self.current_smearer ==None:
2645	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2646	"Data contains no smearing information"))
2647	else:
2648	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2649	"Data contains smearing information"))
2650
2651	#self.smear_description_dqdata.Show(True)
2652	self.smear_data_left.Show(True)
2653	self.smear_data_right.Show(True)
2654	temp_smearer= self.current_smearer
2655	elif self.disable_smearer.GetValue():
2656	self.smear_description_none.Show(True)
2657	elif self.pinhole_smearer.GetValue():
2658	self.onPinholeSmear(None)
2659	elif self.slit_smearer.GetValue():
2660	self.onSlitSmear(None)
2661	self._show_smear_sizer()
2662
2663	return temp_smearer
2664
2665	def on_complete_chisqr(self, event):
2666	"""
2667	Display result chisqr on the panel
2668	:event: activated by fitting/ complete after draw
2669	"""
2670	try:
2671	if event == None:
2672	output= "-"
2673	elif not numpy.isfinite(event.output):
2674	output= "-"
2675	else:
2676	output = event.output
2677	self.tcChi.SetValue(str(format_number(output, True)))
2678	self.state.tcChi = self.tcChi.GetValue()
2679	except:
2680	pass
2681
2682
2683	def get_all_checked_params(self):
2684	"""
2685	Found all parameters current check and add them to list of parameters to
2686	fit
2687	"""
2688	self.param_toFit = []
2689	for item in self.parameters:
2690	if item[0].GetValue() and item not in self.param_toFit:
2691	self.param_toFit.append(item)
2692	for item in self.fittable_param:
2693	if item[0].GetValue() and item not in self.param_toFit:
2694	self.param_toFit.append(item)
2695	self.save_current_state_fit()
2696
2697
2698	event = PageInfoEvent(page = self)
2699	wx.PostEvent(self.parent, event)
2700	param2fit = []
2701	for item in self.param_toFit:
2702	if item[0]:
2703	param2fit.append(item[1])
2704	self.parent._manager.set_param2fit(self.uid, param2fit)
2705
2706	def select_all_param(self, event):
2707	"""
2708	set to true or false all checkBox given the main checkbox value cb1
2709	"""
2710	self.param_toFit = []
2711	if self.parameters !=[]:
2712	if self.cb1.GetValue():
2713	for item in self.parameters:
2714	## for data2D select all to fit
2715	if self.data.__class__.__name__== "Data2D" or \
2716	self.enable2D:
2717	item[0].SetValue(True)
2718	self.param_toFit.append(item)
2719	else:
2720	## for 1D all parameters except orientation
2721	if not item in self.orientation_params:
2722	item[0].SetValue(True)
2723	self.param_toFit.append(item )
2724	#if len(self.fittable_param)>0:
2725	for item in self.fittable_param:
2726	if self.data.__class__.__name__== "Data2D" or \
2727	self.enable2D:
2728	item[0].SetValue(True)
2729	self.param_toFit.append(item)
2730	try:
2731	if len(self.values[item[1]]) > 0:
2732	item[0].SetValue(False)
2733	except:
2734	pass
2735
2736	else:
2737	## for 1D all parameters except orientation
2738	if not item in self.orientation_params_disp:
2739	item[0].SetValue(True)
2740	self.param_toFit.append(item )
2741	try:
2742	if len(self.values[item[1]]) > 0:
2743	item[0].SetValue(False)
2744	except:
2745	pass
2746
2747	else:
2748	for item in self.parameters:
2749	item[0].SetValue(False)
2750	for item in self.fittable_param:
2751	item[0].SetValue(False)
2752	self.param_toFit=[]
2753
2754	self.save_current_state_fit()
2755
2756	if event !=None:
2757	#self._undo.Enable(True)
2758	## post state to fit panel
2759	event = PageInfoEvent(page = self)
2760	wx.PostEvent(self.parent, event)
2761	param2fit = []
2762	for item in self.param_toFit:
2763	if item[0]:
2764	param2fit.append(item[1])
2765	self.parent._manager.set_param2fit(self.uid, param2fit)
2766
2767
2768	def select_param(self,event):
2769	"""
2770	Select TextCtrl checked for fitting purpose and stores them
2771	in self.param_toFit=[] list
2772	"""
2773	self.param_toFit = []
2774	for item in self.parameters:
2775	#Skip t ifhe angle parameters if 1D data
2776	if self.data.__class__.__name__ != "Data2D" and\
2777	not self.enable2D:
2778	if item in self.orientation_params:
2779	continue
2780	#Select parameters to fit for list of primary parameters
2781	if item[0].GetValue():
2782	if not (item in self.param_toFit):
2783	self.param_toFit.append(item )
2784	else:
2785	#remove parameters from the fitting list
2786	if item in self.param_toFit:
2787	self.param_toFit.remove(item)
2788
2789	#Select parameters to fit for list of fittable parameters
2790	# with dispersion
2791	for item in self.fittable_param:
2792	#Skip t ifhe angle parameters if 1D data
2793	if self.data.__class__.__name__ != "Data2D" and\
2794	not self.enable2D:
2795	if item in self.orientation_params:
2796	continue
2797	if item[0].GetValue():
2798	if not (item in self.param_toFit):
2799	self.param_toFit.append(item)
2800	else:
2801	#remove parameters from the fitting list
2802	if item in self.param_toFit:
2803	self.param_toFit.remove(item)
2804
2805	#Calculate num. of angle parameters
2806	if self.data.__class__.__name__ == "Data2D" or \
2807	self.enable2D:
2808	len_orient_para = 0
2809	else:
2810	len_orient_para = len(self.orientation_params) #assume even len
2811	#Total num. of angle parameters
2812	if len(self.fittable_param) > 0:
2813	len_orient_para *= 2
2814	#Set the value of checkbox that selected every checkbox or not
2815	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2816	len(self.param_toFit):
2817	self.cb1.SetValue(True)
2818	else:
2819	self.cb1.SetValue(False)
2820
2821
2822
2823	self.save_current_state_fit()
2824	if event !=None:
2825	#self._undo.Enable(True)
2826	## post state to fit panel
2827	event = PageInfoEvent(page = self)
2828	wx.PostEvent(self.parent, event)
2829
2830	param2fit = []
2831	for item in self.param_toFit:
2832	if item[0]:
2833	param2fit.append(item[1])
2834	self.parent._manager.set_param2fit(self.uid, param2fit)
2835
2836	def set_model_param_sizer(self, model):
2837	"""
2838	Build the panel from the model content
2839
2840	:param model: the model selected in combo box for fitting purpose
2841
2842	"""
2843	self.sizer3.Clear(True)
2844	self.parameters = []
2845	self.str_parameters = []
2846	self.param_toFit=[]
2847	self.fittable_param=[]
2848	self.fixed_param=[]
2849	self.orientation_params=[]
2850	self.orientation_params_disp=[]
2851
2852	if model ==None:
2853	self.sizer3.Layout()
2854	self.SetupScrolling()
2855	return
2856	## the panel is drawn using the current value of the fit engine
2857	if self.engine_type==None and self._manager !=None:
2858	self.engine_type= self._manager._return_engine_type()
2859
2860	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2861	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2862	sizer = wx.GridBagSizer(5,5)
2863	## save the current model
2864	self.model = model
2865
2866	keys = self.model.getParamList()
2867	#list of dispersion paramaters
2868	self.disp_list=self.model.getDispParamList()
2869
2870	def custom_compare(a,b):
2871	"""
2872	Custom compare to order, first by alphabets then second by number.
2873	"""
2874	# number at the last digit
2875	a_last = a[len(a)-1]
2876	b_last = b[len(b)-1]
2877	# default
2878	num_a = None
2879	num_b = None
2880	# split the names
2881	a2 = a.lower().split('_')
2882	b2 = b.lower().split('_')
2883	# check length of a2, b2
2884	len_a2 = len(a2)
2885	len_b2 = len(b2)
2886	# check if it contains a int number(<10)
2887	try:
2888	num_a = int(a_last)
2889	except: pass
2890	try:
2891	num_b = int(b_last)
2892	except: pass
2893	# Put 'scale' near the top; happens
2894	# when numbered param name exists
2895	if a == 'scale':
2896	return -1
2897	# both have a number
2898	if num_a != None and num_b != None:
2899	if num_a > num_b: return -1
2900	# same number
2901	elif num_a == num_b:
2902	# different last names
2903	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2904	return -cmp(a2[len_a2-1], b2[len_b2-1])
2905	else:
2906	return cmp(a, b)
2907	else: return 1
2908	# one of them has a number
2909	elif num_a != None: return 1
2910	elif num_b != None: return -1
2911	# no numbers
2912	else: return cmp(a.lower(), b.lower())
2913
2914
2915	keys.sort(custom_compare)
2916
2917	iy = 0
2918	ix = 0
2919	select_text = "Select All"
2920	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2921	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2922	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2923	self.cb1.SetValue(True)
2924
2925	sizer.Add(self.cb1,(iy, ix),(1,1),\
2926	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2927	ix +=1
2928	self.text2_2 = wx.StaticText(self, -1, 'Value')
2929	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2930	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2931	ix +=2
2932	self.text2_3 = wx.StaticText(self, -1, 'Error')
2933	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2934	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2935	if not self.is_mac:
2936	self.text2_3.Hide()
2937	ix +=1
2938	self.text2_min = wx.StaticText(self, -1, 'Min')
2939	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2940	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2941	#self.text2_min.Hide()
2942	ix +=1
2943	self.text2_max = wx.StaticText(self, -1, 'Max')
2944	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2945	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2946	#self.text2_max.Hide()
2947	ix += 1
2948	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2949	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2950	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2951	self.text2_4.Hide()
2952
2953	CHECK_STATE = self.cb1.GetValue()
2954	for item in keys:
2955	if not item in self.disp_list and not item in \
2956	self.model.orientation_params:
2957
2958	##prepare a spot to store errors
2959	if not self.model.details.has_key(item):
2960	self.model.details [item] = ["",None,None]
2961
2962	iy += 1
2963	ix = 0
2964	if (self.model.__class__ in \
2965	self.model_list_box["Multi-Functions"] or \
2966	self.temp_multi_functional)\
2967	and (item in self.model.non_fittable):
2968	non_fittable_name = wx.StaticText(self, -1, item )
2969	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2970	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2971	## add parameter value
2972	ix += 1
2973	value= self.model.getParam(item)
2974	if len(self.model.fun_list) > 0:
2975	num = item.split('_')[1][5:7]
2976	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2977	style=wx.CB_READONLY, name = '%s'% item)
2978	self._set_fun_box_list(fun_box)
2979	fun_box.SetSelection(0)
2980	#self.fun_box.SetToolTipString("A function
2981	# describing the interface")
2982	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2983	else:
2984	fun_box = self.ModelTextCtrl(self, -1,
2985	size=(_BOX_WIDTH,20),
2986	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2987	fun_box.SetToolTipString(\
2988	"Hit 'Enter' after typing to update the plot.")
2989	fun_box.SetValue(format_number(value, True))
2990	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2991	self.str_parameters.append([None,item, fun_box,
2992	None, None, None,
2993	None, None])
2994
2995
2996	else:
2997	## add parameters name with checkbox for selecting to fit
2998	cb = wx.CheckBox(self, -1, item)
2999	cb.SetValue(CHECK_STATE)
3000	cb.SetToolTipString(" Check mark to fit.")
3001	#cb.SetValue(True)
3002	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3003
3004	sizer.Add( cb,( iy, ix),(1,1),
3005	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3006
3007	## add parameter value
3008	ix += 1
3009	value= self.model.getParam(item)
3010	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3011	style=wx.TE_PROCESS_ENTER)
3012	ctl1.SetToolTipString(\
3013	"Hit 'Enter' after typing to update the plot.")
3014	ctl1.SetValue(format_number(value, True))
3015	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3016	## text to show error sign
3017	ix += 1
3018	text2=wx.StaticText(self, -1, '+/-')
3019	sizer.Add(text2,(iy, ix),(1,1),\
3020	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3021	if not self.is_mac:
3022	text2.Hide()
3023	ix += 1
3024	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3025	sizer.Add(ctl2, (iy,ix),(1,1),
3026	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3027	if not self.is_mac:
3028	ctl2.Hide()
3029
3030	ix += 1
3031	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3032	style=wx.TE_PROCESS_ENTER,
3033	text_enter_callback = self._onparamRangeEnter)
3034
3035	sizer.Add(ctl3, (iy,ix),(1,1),
3036	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3037
3038	ix += 1
3039	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3040	style=wx.TE_PROCESS_ENTER,
3041	text_enter_callback = self._onparamRangeEnter)
3042	sizer.Add(ctl4, (iy,ix),(1,1),
3043	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3044
3045	ix +=1
3046	# Units
3047	if self.model.details.has_key(item):
3048	units = wx.StaticText(self, -1,
3049	self.model.details[item][0], style=wx.ALIGN_LEFT)
3050	else:
3051	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3052	sizer.Add(units, (iy,ix),(1,1),
3053	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3054
3055	##[cb state, name, value, "+/-", error of fit, min, max , units]
3056	self.parameters.append([cb,item, ctl1,
3057	text2,ctl2, ctl3, ctl4,units])
3058
3059	iy+=1
3060	sizer.Add((10,10),(iy,ix),(1,1),
3061	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3062
3063	# type can be either Guassian or Array
3064	if len(self.model.dispersion.values())>0:
3065	type= self.model.dispersion.values()[0]["type"]
3066	else:
3067	type = "Gaussian"
3068
3069	iy += 1
3070	ix = 0
3071	#Add tile for orientational angle
3072	for item in keys:
3073	if item in self.model.orientation_params:
3074	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3075	sizer.Add(orient_angle,(iy, ix),(1,1),
3076	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3077	if not self.data.__class__.__name__ == "Data2D" and \
3078	not self.enable2D:
3079	orient_angle.Hide()
3080	else:
3081	orient_angle.Show(True)
3082	break
3083
3084	#For Gaussian only
3085	if type.lower() != "array":
3086	for item in self.model.orientation_params:
3087	if not item in self.disp_list:
3088	##prepare a spot to store min max
3089	if not self.model.details.has_key(item):
3090	self.model.details [item] = ["",None,None]
3091
3092	iy += 1
3093	ix = 0
3094	## add parameters name with checkbox for selecting to fit
3095	cb = wx.CheckBox(self, -1, item )
3096	cb.SetValue(CHECK_STATE)
3097	cb.SetToolTipString("Check mark to fit")
3098	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3099	if self.data.__class__.__name__ == "Data2D" or \
3100	self.enable2D:
3101	cb.Show(True)
3102	else:
3103	cb.Hide()
3104	sizer.Add( cb,( iy, ix),(1,1),
3105	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3106
3107	## add parameter value
3108	ix += 1
3109	value= self.model.getParam(item)
3110	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3111	style=wx.TE_PROCESS_ENTER)
3112	ctl1.SetToolTipString(\
3113	"Hit 'Enter' after typing to update the plot.")
3114	ctl1.SetValue(format_number(value, True))
3115	if self.data.__class__.__name__ == "Data2D" or \
3116	self.enable2D:
3117	ctl1.Show(True)
3118	else:
3119	ctl1.Hide()
3120	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3121	## text to show error sign
3122	ix += 1
3123	text2=wx.StaticText(self, -1, '+/-')
3124	sizer.Add(text2,(iy, ix),(1,1),\
3125	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3126
3127	text2.Hide()
3128	ix += 1
3129	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3130	sizer.Add(ctl2, (iy,ix),(1,1),
3131	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3132
3133	ctl2.Hide()
3134
3135
3136	ix += 1
3137	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3138	style=wx.TE_PROCESS_ENTER,
3139	text_enter_callback = self._onparamRangeEnter)
3140
3141	sizer.Add(ctl3, (iy,ix),(1,1),
3142	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3143	ctl3.Hide()
3144
3145	ix += 1
3146	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3147	style=wx.TE_PROCESS_ENTER,
3148	text_enter_callback = self._onparamRangeEnter)
3149	sizer.Add(ctl4, (iy,ix),(1,1),
3150	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3151
3152	ctl4.Hide()
3153
3154	if self.data.__class__.__name__ == "Data2D" or \
3155	self.enable2D:
3156	if self.is_mac:
3157	text2.Show(True)
3158	ctl2.Show(True)
3159	ctl3.Show(True)
3160	ctl4.Show(True)
3161
3162	ix +=1
3163	# Units
3164	if self.model.details.has_key(item):
3165	units = wx.StaticText(self, -1,
3166	self.model.details[item][0],
3167	style=wx.ALIGN_LEFT)
3168	else:
3169	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3170	if self.data.__class__.__name__ == "Data2D" or \
3171	self.enable2D:
3172	units.Show(True)
3173
3174	else:
3175	units.Hide()
3176
3177	sizer.Add(units, (iy,ix),(1,1),
3178	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3179
3180	##[cb state, name, value, "+/-", error of fit,min,max,units]
3181	self.parameters.append([cb,item, ctl1,
3182	text2,ctl2, ctl3, ctl4,units])
3183	self.orientation_params.append([cb,item, ctl1,
3184	text2,ctl2, ctl3, ctl4,units])
3185
3186	iy+=1
3187
3188	#Display units text on panel
3189	for item in keys:
3190	if self.model.details.has_key(item):
3191	self.text2_4.Show()
3192	#Fill the list of fittable parameters
3193	self.get_all_checked_params()
3194	self.save_current_state_fit()
3195	boxsizer1.Add(sizer)
3196	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3197	self.sizer3.Layout()
3198	self.Layout()
3199	#self.Refresh()
3200
3201	def on_right_down(self, event):
3202	"""
3203	Get key stroke event
3204	"""
3205	if self.data == None:
3206	return
3207	# Figuring out key combo: Cmd for copy, Alt for paste
3208	if event.AltDown() and event.ShiftDown():
3209	self._manager.show_ftol_dialog()
3210	flag = True
3211	elif event.AltDown() or event.ShiftDown():
3212	flag = False
3213	else:
3214	return
3215	# make event free
3216	event.Skip()
3217	# messages depending on the flag
3218	if not flag:
3219	msg = " Could not open ftol dialog;"
3220	msg += " Check if the Scipy fit engine is selected in the menubar."
3221	infor = 'warning'
3222	# inform msg to wx
3223	wx.PostEvent( self.parent.parent,
3224	StatusEvent(status= msg, info=infor))
3225
3226
3227	def _onModel2D(self, event):
3228	"""
3229	toggle view of model from 1D to 2D or 2D from 1D
3230	"""
3231	if self.model_view.GetLabelText() == "Show 2D":
3232	self.model_view.SetLabel("Show 1D")
3233	self.enable2D = True
3234
3235	else:
3236	self.model_view.SetLabel("Show 2D")
3237	self.enable2D = False
3238	self.Show(False)
3239	self.create_default_data()
3240	self._manager.store_data(self.uid, data_list=[self.data])
3241
3242	self.set_model_param_sizer(self.model)
3243	self._set_sizer_dispersion()
3244	self._set_weight(is_2D= self.enable2D)
3245	self._set_smear_buttons()
3246	self.Show(True)
3247	self.SetupScrolling()
3248	self._draw_model()
3249
3250	self.state.enable2D = copy.deepcopy(self.enable2D)
3251
3252	def _set_smear_buttons(self):
3253	"""
3254	Set semarer radio buttons
3255	"""
3256	# more disables for 2D
3257	if self.data.__class__.__name__ == "Data2D" or \
3258	self.enable2D:
3259	self.slit_smearer.Disable()
3260	self.pinhole_smearer.Enable(True)
3261	self.default_mask = copy.deepcopy(self.data.mask)
3262	else:
3263	self.slit_smearer.Enable(True)
3264	self.pinhole_smearer.Enable(True)
3265
3266
3267	class BGTextCtrl(wx.TextCtrl):
3268	"""
3269	Text control used to display outputs.
3270	No editing allowed. The background is
3271	grayed out. User can't select text.
3272	"""
3273	def __init__(self, args, *kwds):
3274	wx.TextCtrl.__init__(self, args, *kwds)
3275	self.SetEditable(False)
3276	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3277
3278	# Bind to mouse event to avoid text highlighting
3279	# The event will be skipped once the call-back
3280	# is called.
3281	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3282
3283	def _click(self, event):
3284	"""
3285	Prevent further handling of the mouse event
3286	by not calling Skip().
3287	"""
3288	pass
3289

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ e3ef8dd4

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