fitpage.py @ d40038e

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 d40038e was d40038e, checked in by Jae Cho <jhjcho@…>, 12 years ago
fix: ticket #10
Property mode set to `100644`
File size: 135.2 KB

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1
2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	#from sans.dataloader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	import basepage
25	from basepage import BasicPage
26	from basepage import PageInfoEvent
27	from sans.models.qsmearing import smear_selection
28
29	class FitPage(BasicPage):
30	"""
31	FitPanel class contains fields allowing to display results when
32	fitting a model and one data
33
34	:note: For Fit to be performed the user should check at least one parameter
35	on fit Panel window.
36	"""
37
38	def __init__(self,parent, color='rand'):
39	"""
40	Initialization of the Panel
41	"""
42	BasicPage.__init__(self, parent, color=color)
43
44	## draw sizer
45	self._fill_data_sizer()
46	self.is_2D = None
47	self.fit_started = False
48	self.weightbt_string = None
49	# get smear info from data
50	self._get_smear_info()
51	self._fill_model_sizer( self.sizer1)
52	self._get_defult_custom_smear()
53	self._fill_range_sizer()
54	self._set_smear(self.data)
55	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
56	# bind key event
57	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60	self._set_preview_flag(False)
61	self._set_copy_flag(False)
62	self._set_paste_flag(False)
63	self.btFit.SetFocus()
64	self.enable_fit_button()
65	self.fill_data_combobox(data_list=self.data_list)
66	#create a default data for an empty panel
67	self.create_default_data()
68
69	def enable_fit_button(self):
70	"""
71	Enable fit button if data is valid and model is valid
72	"""
73	flag = check_data_validity(self.data) & (self.model is not None)
74	self.btFit.Enable(flag)
75
76	def _fill_data_sizer(self):
77	"""
78	fill sizer 0 with data info
79	"""
80	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
81	if check_data_validity(self.data):
82	dname_color = wx.BLUE
83	else:
84	dname_color = wx.RED
85	self.data_box_description.SetForegroundColour(dname_color)
86	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
87	#----------------------------------------------------------
88	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
89	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
90	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
91	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
92	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
93	sizer_data.Add(self.dataSource)
94	sizer_data.Add( (0,5) )
95	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
96	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
97	self.sizer0.Layout()
98
99	def enable_datasource(self):
100	"""
101	Enable or disable data source control depending on existing data
102	"""
103	if not self.data_list:
104	self.dataSource.Disable()
105	else:
106	self.dataSource.Enable()
107
108	def fill_data_combobox(self, data_list):
109	"""
110	Get a list of data and fill the corresponding combobox
111	"""
112	self.dataSource.Clear()
113	self.data_list = data_list
114	self.enable_datasource()
115	if len(data_list) > 0:
116	#find the maximum range covering all data
117	qmin, qmax, npts = self.compute_data_set_range(data_list)
118	self.qmin_data_set = qmin
119	self.qmax_data_set = qmax
120	self.npts_data_set = npts
121
122	self.qmin.SetValue(str(self.qmin_data_set))
123	self.qmax.SetValue(str(self.qmax_data_set))
124	self.qmin.SetBackgroundColour("white")
125	self.qmax.SetBackgroundColour("white")
126	self.qmin_x = self.qmin_data_set
127	self.qmax_x = self.qmax_data_set
128	self.state.qmin = self.qmin_x
129	self.state.qmax = self.qmax_x
130	is_data = False
131	for data in self.data_list:
132	if data is not None:
133	self.dataSource.Append(str(data.name), clientData=data)
134	if not is_data:
135	is_data = check_data_validity(data)
136	self.dataSource.SetSelection(0)
137	self.on_select_data(event=None)
138
139	def on_select_data(self, event=None):
140	"""
141	"""
142	if event is None and self.dataSource.GetCount() > 0:
143	data = self.dataSource.GetClientData(0)
144	self.set_data(data)
145	elif self.dataSource.GetCount() > 0:
146	pos = self.dataSource.GetSelection()
147	data = self.dataSource.GetClientData(pos)
148	self.set_data(data)
149
150
151
152	def _on_fit_complete(self):
153	"""
154	When fit is complete ,reset the fit button label.
155	"""
156	self.btFit.SetLabel("Fit")
157
158	def _is_2D(self):
159	"""
160	Check if data_name is Data2D
161
162	:return: True or False
163
164	"""
165	if self.data.__class__.__name__ == "Data2D" or \
166	self.enable2D:
167	return True
168	return False
169
170	def _on_engine_change(self, name):
171	"""
172	get the current name of the fit engine type
173	and update the panel accordingly
174	"""
175
176	self.engine_type = str(name)
177	self.state.engine_type = self.engine_type
178	if not self.is_mac:
179	if len(self.parameters) == 0:
180	self.Layout()
181	return
182	self.Layout()
183	self.Refresh()
184
185
186
187	def _fill_range_sizer(self):
188	"""
189	Fill the sizer containing the plotting range
190	add access to npts
191	"""
192	is_2Ddata = False
193
194	# Check if data is 2D
195	if self.data.__class__.__name__ == "Data2D" or \
196	self.enable2D:
197	is_2Ddata = True
198
199	title = "Fitting"
200	#smear messages & titles
201	smear_message_none = "No smearing is selected..."
202	smear_message_dqdata = "The dQ data is being used for smearing..."
203	smear_message_2d = \
204	"Higher accuracy is very time-expensive. Use it with care..."
205	smear_message_new_ssmear = \
206	"Please enter only the value of interest to customize smearing..."
207	smear_message_new_psmear = \
208	"Please enter both; the dQ will be generated by interpolation..."
209	smear_message_2d_x_title = "<dQp>[1/A]:"
210	smear_message_2d_y_title = "<dQs>[1/A]:"
211	smear_message_pinhole_min_title = "dQ_low[1/A]:"
212	smear_message_pinhole_max_title = "dQ_high[1/A]:"
213	smear_message_slit_height_title = "Slit height[1/A]:"
214	smear_message_slit_width_title = "Slit width[1/A]:"
215
216	self._get_smear_info()
217
218	#Sizers
219	box_description_range = wx.StaticBox(self, -1,str(title))
220	box_description_range.SetForegroundColour(wx.BLUE)
221	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
222	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
223	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
224	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
225	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
226	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
227	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
228	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
229	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
230
231	weighting_set_box= wx.StaticBox(self, -1,\
232	'Set Weighting by Selecting dI Source')
233	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
234	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
235	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
236	#Filling the sizer containing weighting info.
237	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
238	style=wx.RB_GROUP)
239	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
240	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
241	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
242	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
243	id=self.dI_noweight.GetId())
244	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
245	id=self.dI_didata.GetId())
246	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
247	id=self.dI_sqrdata.GetId())
248	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
249	id=self.dI_idata.GetId())
250	self.dI_didata.SetValue(True)
251	# add 4 types of weighting to the sizer
252	sizer_weighting.Add( self.dI_noweight,0, wx.LEFT, 10)
253	sizer_weighting.Add((14,10))
254	sizer_weighting.Add( self.dI_didata)
255	sizer_weighting.Add((14,10))
256	sizer_weighting.Add( self.dI_sqrdata)
257	sizer_weighting.Add((14,10))
258	sizer_weighting.Add( self.dI_idata)
259	sizer_weighting.Add((10,10))
260	self.dI_noweight.Enable(False)
261	self.dI_didata.Enable(False)
262	self.dI_sqrdata.Enable(False)
263	self.dI_idata.Enable(False)
264	weighting_box.Add(sizer_weighting)
265
266	sizer_fit = wx.GridSizer(2, 4, 2, 6)
267
268	# combobox for smear2d accuracy selection
269	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),
270	style=wx.CB_READONLY)
271	self._set_accuracy_list()
272	self.smear_accuracy.SetValue(self.smear2d_accuracy)
273	self.smear_accuracy.SetSelection(0)
274	self.smear_accuracy.SetToolTipString(\
275	"'Higher' uses more Gaussian points for smearing computation.")
276
277	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
278
279	#Fit button
280	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
281	self.default_bt_colour = self.btFit.GetDefaultAttributes()
282	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
283	self.btFit.SetToolTipString("Start fitting.")
284
285	#textcntrl for custom resolution
286	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
287	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
288	text_enter_callback = self.onPinholeSmear)
289	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
290	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
291	text_enter_callback = self.onPinholeSmear)
292	self.smear_slit_height= self.ModelTextCtrl(self, -1,
293	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
294	text_enter_callback = self.onSlitSmear)
295	self.smear_slit_width = self.ModelTextCtrl(self, -1,
296	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
297	text_enter_callback = self.onSlitSmear)
298
299	## smear
300	self.smear_data_left= BGTextCtrl(self, -1,
301	size=(_BOX_WIDTH-25,20), style=0)
302	self.smear_data_left.SetValue(str(self.dq_l))
303	self.smear_data_right = BGTextCtrl(self, -1,
304	size=(_BOX_WIDTH-25,20), style=0)
305	self.smear_data_right.SetValue(str(self.dq_r))
306
307	#set default values for smear
308	self.smear_pinhole_max.SetValue(str(self.dx_max))
309	self.smear_pinhole_min.SetValue(str(self.dx_min))
310	self.smear_slit_height.SetValue(str(self.dxl))
311	self.smear_slit_width.SetValue(str(self.dxw))
312
313	#Filling the sizer containing instruments smearing info.
314	self.disable_smearer = wx.RadioButton(self, -1,
315	'None', style=wx.RB_GROUP)
316	self.enable_smearer = wx.RadioButton(self, -1,
317	'Use dQ Data')
318	#self.enable_smearer.SetToolTipString(
319	#"Click to use the loaded dQ data for smearing.")
320	self.pinhole_smearer = wx.RadioButton(self, -1,
321	'Custom Pinhole Smear')
322	#self.pinhole_smearer.SetToolTipString
323	#("Click to input custom resolution for pinhole smearing.")
324	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
325	#self.slit_smearer.SetToolTipString
326	#("Click to input custom resolution for slit smearing.")
327	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
328	id=self.disable_smearer.GetId())
329	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
330	id=self.enable_smearer.GetId())
331	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
332	id=self.pinhole_smearer.GetId())
333	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
334	id=self.slit_smearer.GetId())
335	self.disable_smearer.SetValue(True)
336
337	# add 4 types of smearing to the sizer
338	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
339	sizer_smearer.Add((10,10))
340	sizer_smearer.Add( self.enable_smearer)
341	sizer_smearer.Add((10,10))
342	sizer_smearer.Add( self.pinhole_smearer )
343	sizer_smearer.Add((10,10))
344	sizer_smearer.Add( self.slit_smearer )
345	sizer_smearer.Add((10,10))
346
347	# StaticText for chi2, N(for fitting), Npts
348	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
349	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
350	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
351	self.Npts_fit.SetToolTipString(\
352	" Npts : number of points selected for fitting")
353	self.Npts_total = self.ModelTextCtrl(self, -1,
354	size=(_BOX_WIDTH, 20),
355	style=wx.TE_PROCESS_ENTER,
356	text_enter_callback=self._onQrangeEnter)
357	self.Npts_total.SetValue(format_number(self.npts_x))
358	self.Npts_total.SetToolTipString(\
359	" Total Npts : total number of data points")
360
361	# Update and Draw button
362	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
363	self.draw_button.Bind(wx.EVT_BUTTON, \
364	self._onDraw,id= self.draw_button.GetId())
365	self.draw_button.SetToolTipString("Compute and Draw.")
366
367	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
368	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
369	box_description_3= wx.StaticText(self, -1,'Total Npts')
370	box_description_3.SetToolTipString( \
371	" Total Npts : total number of data points")
372	#box_description_4= wx.StaticText(self, -1,' ')
373
374
375	sizer_fit.Add(box_description_1,0,0)
376	sizer_fit.Add(box_description_2,0,0)
377	sizer_fit.Add(box_description_3,0,0)
378	sizer_fit.Add(self.draw_button,0,0)
379	sizer_fit.Add(self.tcChi,0,0)
380	sizer_fit.Add(self.Npts_fit ,0,0)
381	sizer_fit.Add(self.Npts_total,0,0)
382	sizer_fit.Add(self.btFit,0,0)
383
384	# StaticText for smear
385	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
386	self.smear_description_none = wx.StaticText(self, -1,
387	smear_message_none , style=wx.ALIGN_LEFT)
388	self.smear_description_dqdata = wx.StaticText(self,
389	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
390	self.smear_description_type = wx.StaticText(self,
391	-1, "Type:" , style=wx.ALIGN_LEFT)
392	self.smear_description_accuracy_type = wx.StaticText(self, -1,
393	"Accuracy:" , style=wx.ALIGN_LEFT)
394	self.smear_description_smear_type = BGTextCtrl(self, -1,
395	size=(57,20), style=0)
396	self.smear_description_smear_type.SetValue(str(self.dq_l))
397	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
398	self.smear_description_2d = wx.StaticText(self, -1,
399	smear_message_2d , style=wx.ALIGN_LEFT)
400	self.smear_message_new_s = wx.StaticText(self, -1,
401	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
402	self.smear_message_new_p = wx.StaticText(self, -1,
403	smear_message_new_psmear , style=wx.ALIGN_LEFT)
404	self.smear_description_2d_x = wx.StaticText(self, -1,
405	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
406	self.smear_description_2d_x.SetToolTipString(\
407	" dQp(parallel) in q_r direction.")
408	self.smear_description_2d_y = wx.StaticText(self, -1,
409	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
410	self.smear_description_2d_y.SetToolTipString(\
411	" dQs(perpendicular) in q_phi direction.")
412	self.smear_description_pin_min = wx.StaticText(self, -1,
413	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
414	self.smear_description_pin_max = wx.StaticText(self, -1,
415	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
416	self.smear_description_slit_height = wx.StaticText(self, -1,
417	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
418	self.smear_description_slit_width = wx.StaticText(self, -1,
419	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
420
421	#arrange sizers
422	#boxsizer1.Add( self.tcChi )
423	self.sizer_set_smearer.Add(sizer_smearer )
424	self.sizer_set_smearer.Add((10,10))
425	self.sizer_set_smearer.Add( self.smear_description_none,
426	0, wx.CENTER, 10 )
427	self.sizer_set_smearer.Add( self.smear_description_dqdata,
428	0, wx.CENTER, 10 )
429	self.sizer_set_smearer.Add( self.smear_description_2d,
430	0, wx.CENTER, 10 )
431	self.sizer_new_smear.Add( self.smear_description_type,
432	0, wx.CENTER, 10 )
433	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
434	0, wx.CENTER, 10 )
435	self.sizer_new_smear.Add( self.smear_accuracy )
436	self.sizer_new_smear.Add( self.smear_description_smear_type,
437	0, wx.CENTER, 10 )
438	self.sizer_new_smear.Add((15,-1))
439	self.sizer_new_smear.Add( self.smear_description_2d_x,
440	0, wx.CENTER, 10 )
441	self.sizer_new_smear.Add( self.smear_description_pin_min,
442	0, wx.CENTER, 10 )
443	self.sizer_new_smear.Add( self.smear_description_slit_height,
444	0, wx.CENTER, 10 )
445
446	self.sizer_new_smear.Add( self.smear_pinhole_min,
447	0, wx.CENTER, 10 )
448	self.sizer_new_smear.Add( self.smear_slit_height,
449	0, wx.CENTER, 10 )
450	self.sizer_new_smear.Add( self.smear_data_left,
451	0, wx.CENTER, 10 )
452	self.sizer_new_smear.Add((20,-1))
453	self.sizer_new_smear.Add( self.smear_description_2d_y,
454	0, wx.CENTER, 10 )
455	self.sizer_new_smear.Add( self.smear_description_pin_max,
456	0, wx.CENTER, 10 )
457	self.sizer_new_smear.Add( self.smear_description_slit_width,
458	0, wx.CENTER, 10 )
459
460	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
461	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
462	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
463
464	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
465	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
466	self.sizer_set_smearer.Add((5,2))
467	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
468
469	# add all to chi2 sizer
470	sizer_smearer_box.Add(self.sizer_set_smearer)
471	sizer_chi2.Add(sizer_smearer_box)
472	sizer_chi2.Add((-1,5))
473	sizer_chi2.Add(weighting_box)
474	sizer_chi2.Add((-1,5))
475
476	# hide all smear messages and textctrl
477	self._hide_all_smear_info()
478
479	# get smear_selection
480	self.current_smearer= smear_selection( self.data, self.model )
481
482	# Show only the relevant smear messages, etc
483	if self.current_smearer == None:
484	if not is_2Ddata:
485	self.smear_description_none.Show(True)
486	self.enable_smearer.Disable()
487	else:
488	self.smear_description_none.Show(True)
489	#self.smear_description_2d.Show(True)
490	#self.pinhole_smearer.Disable()
491	self.slit_smearer.Disable()
492	#self.enable_smearer.Disable()
493	if self.data == None:
494	self.slit_smearer.Disable()
495	self.pinhole_smearer.Disable()
496	self.enable_smearer.Disable()
497	else: self._show_smear_sizer()
498	boxsizer_range.Add(self.sizer_set_masking)
499	#2D data? default
500	is_2Ddata = False
501
502	#check if it is 2D data
503	if self.data.__class__.__name__ == "Data2D" or \
504	self.enable2D:
505	is_2Ddata = True
506
507	self.sizer5.Clear(True)
508
509	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
510	style=wx.TE_PROCESS_ENTER,
511	text_enter_callback = self._onQrangeEnter)
512	self.qmin.SetValue(str(self.qmin_x))
513	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
514
515	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
516	style=wx.TE_PROCESS_ENTER,
517	text_enter_callback=self._onQrangeEnter)
518	self.qmax.SetValue(str(self.qmax_x))
519	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
520	"""
521	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
522	style=wx.TE_PROCESS_ENTER,
523	text_enter_callback=self._onQrangeEnter)
524	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
525	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
526	"""
527	id = wx.NewId()
528	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
529
530	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
531	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
532
533	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
534	sizer= wx.GridSizer(2, 4, 2, 6)
535
536	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
537	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
538	self.btEditMask.SetToolTipString("Edit Mask.")
539	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
540
541	sizer.Add(wx.StaticText(self, -1, ' Q range'))
542	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
543	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
544	sizer.Add(self.EditMask_title)
545	#sizer.Add(wx.StaticText(self, -1, ''))
546	sizer.Add(self.reset_qrange)
547	sizer.Add(self.qmin)
548	sizer.Add(self.qmax)
549	#sizer.Add(self.theory_npts_tcrtl)
550	sizer.Add(self.btEditMask)
551	boxsizer_range.Add(sizer_chi2)
552	boxsizer_range.Add((10,10))
553	boxsizer_range.Add(sizer)
554
555	boxsizer_range.Add((10,15))
556	boxsizer_range.Add(sizer_fit)
557	if is_2Ddata:
558	self.btEditMask.Enable()
559	self.EditMask_title.Enable()
560	else:
561	self.btEditMask.Disable()
562	self.EditMask_title.Disable()
563	## save state
564	self.save_current_state()
565	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
566	self.sizer5.Layout()
567
568
569	def _fill_model_sizer(self, sizer):
570	"""
571	fill sizer containing model info
572	"""
573	##Add model function Details button in fitpanel.
574	##The following 3 lines are for Mac. Let JHC know before modifying...
575	title = "Model"
576	self.formfactorbox = None
577	self.multifactorbox = None
578	self.mbox_description= wx.StaticBox(self, -1,str(title))
579	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
580	self.mbox_description.SetForegroundColour(wx.RED)
581	id = wx.NewId()
582	self.model_help =wx.Button(self,id,'Details', size=(80,23))
583	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
584	self.model_help.SetToolTipString("Model Function Help")
585	id = wx.NewId()
586	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
587	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
588	hint = "toggle view of model from 1D to 2D or 2D to 1D"
589	self.model_view.SetToolTipString(hint)
590
591	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
592	style=wx.RB_GROUP)
593	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
594	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
595	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
596
597	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
598	id= self.shape_rbutton.GetId())
599	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
600	id= self.shape_indep_rbutton.GetId())
601	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
602	id= self.struct_rbutton.GetId())
603	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
604	id= self.plugin_rbutton.GetId())
605	#MAC needs SetValue
606	self.shape_rbutton.SetValue(True)
607
608	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
609	sizer_radiobutton.Add(self.shape_rbutton)
610	sizer_radiobutton.Add(self.shape_indep_rbutton)
611	#sizer_radiobutton.Add((5, 5))
612	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
613	sizer_radiobutton.Add(self.plugin_rbutton)
614	sizer_radiobutton.Add(self.struct_rbutton)
615	#sizer_radiobutton.Add((5, 5))
616	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
617
618	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
619	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
620
621	self.text1 = wx.StaticText(self,-1,"" )
622	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
623	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
624	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
625	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
626	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
627
628	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
629	if self.model!= None:
630	self.formfactorbox.SetValue(self.model.name)
631	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
632	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
633	self.initialize_combox()
634	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
635
636	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
637	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
638	## check model type to show sizer
639	if self.model !=None:
640	self._set_model_sizer_selection(self.model)
641
642	sizer_selection.Add(self.text1)
643	sizer_selection.Add((5, 5))
644	sizer_selection.Add(self.formfactorbox)
645	sizer_selection.Add((5, 5))
646	sizer_selection.Add(self.text2)
647	sizer_selection.Add((5, 5))
648	sizer_selection.Add(self.structurebox)
649
650	mutifactor_selection.Add((10,5))
651	mutifactor_selection.Add(self.mutifactor_text)
652	mutifactor_selection.Add(self.multifactorbox)
653	mutifactor_selection.Add((5, 5))
654	mutifactor_selection.Add(self.mutifactor_text1)
655	mutifactor_selection.Add((10, 5))
656	mutifactor_selection.Add(self.show_sld_button)
657
658
659	boxsizer1.Add(sizer_radiobutton)
660	boxsizer1.Add((10, 10))
661	boxsizer1.Add(sizer_selection)
662	boxsizer1.Add((10, 10))
663	boxsizer1.Add(mutifactor_selection)
664
665	self._set_multfactor_combobox()
666	self.multifactorbox.SetSelection(1)
667	self.show_sld_button.Hide()
668	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
669	sizer.Layout()
670
671	def _set_sizer_dispersion(self):
672	"""
673	draw sizer with gaussian dispersity parameters
674	"""
675	self.fittable_param=[]
676	self.fixed_param=[]
677	self.orientation_params_disp=[]
678
679	self.sizer4_4.Clear(True)
680	if self.model==None:
681	##no model is selected
682	return
683	if not self.enable_disp.GetValue():
684	## the user didn't select dispersity display
685	return
686
687	self._reset_dispersity()
688
689	## fill a sizer with the combobox to select dispersion type
690	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
691	model_disp = wx.StaticText(self, -1, 'Function')
692	CHECK_STATE = self.cb1.GetValue()
693	import sans.models.dispersion_models
694	self.polydisp= sans.models.dispersion_models.models
695
696	ix = 0
697	iy = 0
698	disp = wx.StaticText(self, -1, ' ')
699	self.sizer4_4.Add(disp,( iy, ix),(1,1),
700	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
701	ix += 1
702	values = wx.StaticText(self, -1, 'PD[ratio]')
703	polytext = "Polydispersity (= STD/mean); "
704	polytext += "the standard deviation over the mean value."
705	values.SetToolTipString(polytext)
706
707	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
708	0)
709	ix +=2
710	if self.is_mac:
711	err_text = 'Error'
712	else:
713	err_text = ''
714	self.text_disp_1 = wx.StaticText(self, -1, err_text)
715	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
716	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
717
718
719	ix +=1
720	self.text_disp_min = wx.StaticText(self, -1, 'Min')
721	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
722	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
723
724	ix +=1
725	self.text_disp_max = wx.StaticText(self, -1, 'Max')
726	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
727	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
728
729	ix += 1
730	npts = wx.StaticText(self, -1, 'Npts')
731	npts.SetToolTipString("Number of sampling points for the numerical\n\
732	integration over the distribution function.")
733	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
734	ix += 1
735	nsigmas = wx.StaticText(self, -1, 'Nsigs')
736	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
737	of the distribution function will be used for weighting. \n\
738	The value '3' covers 99.5% for Gaussian distribution \n\
739	function. Note: Not recommended to change this value.")
740	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
741	0)
742	ix +=1
743	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
744	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
745
746	if self.engine_type=="park":
747	self.text_disp_max.Show(True)
748	self.text_disp_min.Show(True)
749
750	for item in self.model.dispersion.keys():
751	if not item in self.model.orientation_params:
752	if not self.disp_cb_dict.has_key(item):
753	self.disp_cb_dict[item]= None
754	name0="Distribution of " + item
755	name1=item+".width"
756	name2=item+".npts"
757	name3=item+".nsigmas"
758	if not self.model.details.has_key(name1):
759	self.model.details [name1] = ["",None,None]
760
761	iy += 1
762	for p in self.model.dispersion[item].keys():
763
764	if p=="width":
765	ix = 0
766	cb = wx.CheckBox(self, -1, name0, (10, 10))
767	cb.SetValue(CHECK_STATE)
768	cb.SetToolTipString("Check mark to fit")
769	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
770	self.sizer4_4.Add( cb,( iy, ix),(1,1),
771	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
772	5)
773	ix = 1
774	value= self.model.getParam(name1)
775	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
776	,style=wx.TE_PROCESS_ENTER)
777	ctl1.SetLabel('PD[ratio]')
778	poly_text = "Polydispersity (STD/mean) of %s\n" % item
779	poly_text += "STD: the standard deviation"
780	poly_text += " from the mean value."
781	ctl1.SetToolTipString(poly_text)
782	ctl1.SetValue(str (format_number(value, True)))
783	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
784	## text to show error sign
785	ix = 2
786	text2=wx.StaticText(self, -1, '+/-')
787	self.sizer4_4.Add(text2,(iy, ix),(1,1),
788	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
789	if not self.is_mac:
790	text2.Hide()
791
792	ix = 3
793	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
794	style=0)
795
796	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
797	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
798	if not self.is_mac:
799	ctl2.Hide()
800
801	ix = 4
802	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
803	20), style=wx.TE_PROCESS_ENTER,
804	text_enter_callback = self._onparamRangeEnter)
805
806	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
807	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
808
809
810	ix = 5
811	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
812	20), style=wx.TE_PROCESS_ENTER,
813	text_enter_callback = self._onparamRangeEnter)
814
815	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
816	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
817
818
819	if self.engine_type=="park":
820	ctl3.Show(True)
821	ctl4.Show(True)
822
823	elif p=="npts":
824	ix = 6
825	value= self.model.getParam(name2)
826	Tctl = self.ModelTextCtrl(self, -1,
827	size=(_BOX_WIDTH/2.2,20),
828	style=wx.TE_PROCESS_ENTER)
829
830	Tctl.SetValue(str (format_number(value)))
831	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
832	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
833	self.fixed_param.append([None,name2, Tctl,None,None,
834	None, None,None])
835	elif p=="nsigmas":
836	ix = 7
837	value= self.model.getParam(name3)
838	Tct2 = self.ModelTextCtrl(self, -1,
839	size=(_BOX_WIDTH/2.2,20),
840	style=wx.TE_PROCESS_ENTER)
841
842	Tct2.SetValue(str (format_number(value)))
843	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
844	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
845	#ix +=1
846	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
847	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
848
849	self.fixed_param.append([None, name3, Tct2,
850	None, None, None,
851	None, None])
852
853
854	ix = 8
855	disp_box = wx.ComboBox(self, -1,size=(65,-1),
856	style=wx.CB_READONLY, name = '%s'% name1)
857	for key, value in self.polydisp.iteritems():
858	name_disp = str(key)
859	disp_box.Append(name_disp,value)
860	disp_box.SetStringSelection("gaussian")
861	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
862	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
863	self.fittable_param.append([cb,name1,ctl1,text2,
864	ctl2, ctl3, ctl4, disp_box])
865
866	ix =0
867	iy +=1
868	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
869	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
870	first_orient = True
871	for item in self.model.dispersion.keys():
872	if item in self.model.orientation_params:
873	if not self.disp_cb_dict.has_key(item):
874	self.disp_cb_dict[item]= None
875	name0="Distribution of " + item
876	name1=item+".width"
877	name2=item+".npts"
878	name3=item+".nsigmas"
879
880	if not self.model.details.has_key(name1):
881	self.model.details [name1] = ["",None,None]
882
883
884	iy += 1
885	for p in self.model.dispersion[item].keys():
886
887	if p=="width":
888	ix = 0
889	cb = wx.CheckBox(self, -1, name0, (10, 10))
890	cb.SetValue(CHECK_STATE)
891	cb.SetToolTipString("Check mark to fit")
892	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
893	self.sizer4_4.Add( cb,( iy, ix),(1,1),
894	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
895	5)
896	if self.data.__class__.__name__ == "Data2D" or \
897	self.enable2D:
898	cb.Show(True)
899	elif cb.IsShown():
900	cb.Hide()
901	ix = 1
902	value= self.model.getParam(name1)
903	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
904	20),style=wx.TE_PROCESS_ENTER)
905	poly_tip = "Absolute Sigma for %s." % item
906	ctl1.SetToolTipString(poly_tip)
907	ctl1.SetValue(str (format_number(value, True)))
908	if self.data.__class__.__name__ == "Data2D" or \
909	self.enable2D:
910	if first_orient:
911	values.SetLabel('PD[ratio], Sig[deg]')
912	poly_text = "PD(polydispersity for lengths):\n"
913	poly_text += "It should be a value between"
914	poly_text += "0 and 1\n"
915	poly_text += "Sigma for angles: \n"
916	poly_text += "It is the STD (ratio*mean)"
917	poly_text += " of the distribution.\n "
918
919	values.SetToolTipString(poly_text)
920	first_orient = False
921	ctl1.Show(True)
922	elif ctl1.IsShown():
923	ctl1.Hide()
924
925	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
926	## text to show error sign
927	ix = 2
928	text2=wx.StaticText(self, -1, '+/-')
929	self.sizer4_4.Add(text2,(iy, ix),(1,1),
930	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
931
932	text2.Hide()
933
934	ix = 3
935	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
936	style=0)
937
938	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
939	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
940
941	ctl2.Hide()
942	if self.data.__class__.__name__ == "Data2D" or \
943	self.enable2D:
944	if self.is_mac:
945	text2.Show(True)
946	ctl2.Show(True)
947
948	ix = 4
949	ctl3 = self.ModelTextCtrl(self, -1,
950	size=(_BOX_WIDTH/2,20),
951	style=wx.TE_PROCESS_ENTER,
952	text_enter_callback = self._onparamRangeEnter)
953
954	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
955	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
956
957	ctl3.Hide()
958
959	ix = 5
960	ctl4 = self.ModelTextCtrl(self, -1,
961	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
962	text_enter_callback = self._onparamRangeEnter)
963	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
964	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
965	ctl4.Hide()
966
967	if self.data.__class__.__name__ == "Data2D" or \
968	self.enable2D:
969	ctl3.Show(True)
970	ctl4.Show(True)
971
972	elif p=="npts":
973	ix = 6
974	value= self.model.getParam(name2)
975	Tctl = self.ModelTextCtrl(self, -1,
976	size=(_BOX_WIDTH/2.2, 20),
977	style=wx.TE_PROCESS_ENTER)
978
979	Tctl.SetValue(str (format_number(value)))
980	if self.data.__class__.__name__ == "Data2D" or \
981	self.enable2D:
982	Tctl.Show(True)
983	else:
984	Tctl.Hide()
985	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
986	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
987	self.fixed_param.append([None,name2, Tctl,None,None,
988	None, None,None])
989	self.orientation_params_disp.append([None,name2,
990	Tctl,None,None,
991	None, None,None])
992	elif p=="nsigmas":
993	ix = 7
994	value= self.model.getParam(name3)
995	Tct2 = self.ModelTextCtrl(self, -1,
996	size=(_BOX_WIDTH/2.2,20),
997	style=wx.TE_PROCESS_ENTER)
998
999	Tct2.SetValue(str (format_number(value)))
1000	if self.data.__class__.__name__ == "Data2D" or \
1001	self.enable2D:
1002	Tct2.Show(True)
1003	else:
1004	Tct2.Hide()
1005	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
1006	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
1007
1008
1009	self.fixed_param.append([None,name3, Tct2
1010	,None,None, None, None,None])
1011
1012	self.orientation_params_disp.append([None,name3,
1013	Tct2 ,None,None, None, None,None])
1014
1015
1016	ix = 8
1017	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1018	style=wx.CB_READONLY, name = '%s'% name1)
1019	for key, value in self.polydisp.iteritems():
1020	name_disp = str(key)
1021	disp_box.Append(name_disp,value)
1022	disp_box.SetStringSelection("gaussian")
1023	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1024	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1025	self.fittable_param.append([cb,name1,ctl1,text2,
1026	ctl2, ctl3, ctl4, disp_box])
1027	self.orientation_params_disp.append([cb,name1,ctl1,
1028	text2, ctl2, ctl3, ctl4, disp_box])
1029
1030	if self.data.__class__.__name__ == "Data2D" or \
1031	self.enable2D:
1032	disp_box.Show(True)
1033	else:
1034	disp_box.Hide()
1035
1036
1037	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1038
1039	self.state.model = self.model.clone()
1040	## save state into
1041	self.state.cb1 = self.cb1.GetValue()
1042	self._copy_parameters_state(self.parameters, self.state.parameters)
1043	self._copy_parameters_state(self.orientation_params_disp,
1044	self.state.orientation_params_disp)
1045	self._copy_parameters_state(self.fittable_param,
1046	self.state.fittable_param)
1047	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1048
1049
1050	wx.PostEvent(self.parent, StatusEvent(status=\
1051	" Selected Distribution: Gaussian"))
1052	#Fill the list of fittable parameters
1053	#self.select_all_param(event=None)
1054	self.get_all_checked_params()
1055	self.Layout()
1056
1057
1058	def _onDraw(self, event):
1059	"""
1060	Update and Draw the model
1061	"""
1062	if self.model ==None:
1063	msg="Please select a Model first..."
1064	wx.MessageBox(msg, 'Info')
1065
1066	return
1067	"""
1068	if not self.data.is_data:
1069	self.npts_x = self.Npts_total.GetValue()
1070	self.Npts_fit.SetValue(self.npts_x)
1071	self.create_default_data()
1072	"""
1073	flag = self._update_paramv_on_fit()
1074
1075	wx.CallAfter(self._onparamEnter_helper)
1076	if not flag:
1077	msg= "The parameters are invalid"
1078	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1079	return
1080
1081
1082	def _onFit(self, event):
1083	"""
1084	Allow to fit
1085	"""
1086	if self.fit_started:
1087	self._StopFit()
1088
1089	if event != None:
1090	event.Skip()
1091	if len(self.parent._manager.fit_thread_list)>0 and\
1092	self.parent._manager._fit_engine != "park" and\
1093	self._manager.sim_page != None and \
1094	self._manager.sim_page.uid == self.uid:
1095	msg = "The FitEnging will be set to 'ParkMC'\n"
1096	msg += " to fit with more than one data set..."
1097	wx.MessageBox(msg, 'Info')
1098	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1099	# "Fitting: %s"%msg))
1100
1101	if self.data is None:
1102	msg = "Please get Data first..."
1103	wx.MessageBox(msg, 'Info')
1104	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1105	"Fit: %s" % msg))
1106	return
1107	if self.model is None:
1108	msg = "Please select a Model first..."
1109	wx.MessageBox(msg, 'Info')
1110	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1111	"Fit: %s"%msg, type="stop"))
1112	return
1113
1114	if len(self.param_toFit) <= 0:
1115	msg= "Select at least one parameter to fit"
1116	wx.MessageBox(msg, 'Info')
1117	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1118	type="stop" ))
1119	return
1120
1121	flag = self._update_paramv_on_fit()
1122
1123	if self.batch_on and not self._is_2D():
1124	if not self._validate_Npts_1D():
1125	return
1126
1127	if not flag:
1128	msg= "Fitting range or parameters are invalid"
1129	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1130	type="stop"))
1131	return
1132
1133	self.select_param(event =None)
1134
1135	#Clear errors if exist from previous fitting
1136	#self._clear_Err_on_Fit()
1137
1138	# Remove or do not allow fitting on the Q=0 point, especially
1139	# when y(q=0)=None at x[0].
1140	self.qmin_x = float(self.qmin.GetValue())
1141	self.qmax_x = float(self.qmax.GetValue())
1142	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1143	self._manager.schedule_for_fit(uid=self.uid,value=1)
1144	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1145	qmax=self.qmax_x)
1146
1147	#single fit
1148	self._manager.onFit(uid=self.uid)
1149	self.fit_started = True
1150	self.btFit.SetLabel("Stop")
1151
1152	def get_weight_flag(self):
1153	"""
1154	Get flag corresponding to a given weighting dI data.
1155	"""
1156	button_list = [self.dI_noweight,
1157	self.dI_didata,
1158	self.dI_sqrdata,
1159	self.dI_idata]
1160	flag = 1
1161	for item in button_list:
1162	if item.GetValue():
1163	if button_list.index(item) == 0:
1164	flag = 0 #dy = numpy.ones_like(dy_data)
1165	elif button_list.index(item) == 1:
1166	flag = 1 #dy = dy_data
1167	elif button_list.index(item) == 2:
1168	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1169	elif button_list.index(item) == 3:
1170	flag = 3 # dy = numpy.abs(data)
1171	break
1172	return flag
1173
1174	def bind_fit_button(self):
1175	"""
1176	bind the fit button to either fit handler or stop fit handler
1177	"""
1178	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1179	if self.btFit.GetLabel().lower() == "stop":
1180	self.fit_started = True
1181	self.btFit.SetForegroundColour('red')
1182	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1183	id=self.btFit.GetId())
1184	elif self.btFit.GetLabel().lower() == "fit":
1185	self.fit_started = False
1186	self.btFit.SetDefault()
1187	self.btFit.SetForegroundColour('black')
1188	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1189	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1190	id=self.btFit.GetId())
1191	else:
1192	msg = "FitPage: fit button has unknown label"
1193	raise ValuerError, msg
1194	self._manager._reset_schedule_problem(value=0)
1195
1196	def is_fitting(self):
1197	if self.fit_started:
1198	self._StopFit(event=None)
1199
1200	def _StopFit(self, event=None):
1201	"""
1202	Stop fit
1203	"""
1204	#time.sleep(0.1)
1205	if event != None:
1206	event.Skip()
1207	#if self.engine_type=="scipy":
1208	self._manager.stop_fit(self.uid)
1209	self._manager._reset_schedule_problem(value=0)
1210	self._on_fit_complete()
1211
1212	def rename_model(self):
1213	"""
1214	find a short name for model
1215	"""
1216	if self.model is not None:
1217	self.model.name = "M" + str(self.index_model)
1218
1219
1220	def _on_select_model(self, event=None):
1221	"""
1222	call back for model selection
1223	"""
1224	self.Show(False)
1225	copy_flag = False
1226	is_poly_enabled = None
1227	if event != None:
1228	if (event.GetEventObject() == self.formfactorbox\
1229	and self.structurebox.GetValue() != 'None')\
1230	or event.GetEventObject() == self.structurebox\
1231	or event.GetEventObject() == self.multifactorbox:
1232	copy_flag = self.get_copy_params()
1233	is_poly_enabled = self.enable_disp.GetValue()
1234
1235	self._on_select_model_helper()
1236	self.set_model_param_sizer(self.model)
1237	if self.model is None:
1238	self._set_bookmark_flag(False)
1239	self._keep.Enable(False)
1240	self._set_save_flag(False)
1241	self.enable_disp.SetValue(False)
1242	self.disable_disp.SetValue(True)
1243	try:
1244	self.set_dispers_sizer()
1245	except:
1246	pass
1247	#self.btFit.SetFocus()
1248	self.state.enable_disp = self.enable_disp.GetValue()
1249	self.state.disable_disp = self.disable_disp.GetValue()
1250	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1251	self.state.slit_smearer = self.slit_smearer.GetValue()
1252
1253	self.state.structurecombobox = self.structurebox.GetValue()#.GetCurrentSelection()
1254	self.state.formfactorcombobox = self.formfactorbox.GetValue()#.GetCurrentSelection()
1255	self.enable_fit_button()
1256	if self.model != None:
1257	self.rename_model()
1258	self._set_copy_flag(True)
1259	self._set_paste_flag(True)
1260	if self.data is not None:
1261	is_data = check_data_validity(self.data)
1262	if is_data:
1263	self._set_bookmark_flag(True)
1264	self._keep.Enable(True)
1265	self._set_save_flag(True)
1266	# Reset smearer, model and data
1267	if not copy_flag:
1268	self.disable_smearer.SetValue(True)
1269	self.enable_smearer.SetValue(False)
1270
1271	# more disables for 2D
1272	self._set_smear_buttons()
1273
1274	try:
1275	# update smearer sizer
1276	#if not self.enable_smearer.GetValue():
1277	# self.disable_smearer.SetValue(True)
1278	self.onSmear(None)
1279	temp_smear = None
1280	if not self.disable_smearer.GetValue():
1281	# Set the smearer environments
1282	temp_smear = self.current_smearer
1283	except:
1284	raise
1285	## error occured on chisqr computation
1286	#pass
1287	## event to post model to fit to fitting plugins
1288	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1289
1290	## set smearing value whether or not
1291	# the data contain the smearing info
1292	evt = ModelEventbox(model=self.model,
1293	smearer=temp_smear,
1294	enable_smearer=not self.disable_smearer.GetValue(),
1295	qmin=float(self.qmin_x),
1296	uid=self.uid,
1297	caption=self.window_caption,
1298	qmax=float(self.qmax_x))
1299
1300	self._manager._on_model_panel(evt=evt)
1301	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1302	self.mbox_description.SetForegroundColour(wx.BLUE)
1303	self.state.model = self.model.clone()
1304	self.state.model.name = self.model.name
1305
1306
1307	if event != None:
1308	## post state to fit panel
1309	new_event = PageInfoEvent(page = self)
1310	wx.PostEvent(self.parent, new_event)
1311	#update list of plugins if new plugin is available
1312	if self.plugin_rbutton.GetValue():
1313	temp = self.parent.update_model_list()
1314	if temp:
1315	self.model_list_box = temp
1316	current_val = self.formfactorbox.GetValue()
1317	pos = self.formfactorbox.GetSelection()
1318	self._show_combox_helper()
1319	self.formfactorbox.SetSelection(pos)
1320	self.formfactorbox.SetValue(current_val)
1321	# when select a model only from guictr/button
1322	if is_poly_enabled != None:
1323	self.enable_disp.SetValue(is_poly_enabled)
1324	self.disable_disp.SetValue(not is_poly_enabled)
1325	self._set_dipers_Param(event=None)
1326	self.state.enable_disp = self.enable_disp.GetValue()
1327	self.state.disable_disp = self.disable_disp.GetValue()
1328
1329	# Keep the previous param values
1330	if copy_flag:
1331	self.get_paste_params(copy_flag)
1332	wx.CallAfter(self._onDraw, None)
1333
1334	else:
1335	self._draw_model()
1336
1337	if self.batch_on:
1338	self.slit_smearer.Enable(False)
1339	self.pinhole_smearer.Enable(False)
1340	self.btEditMask.Disable()
1341	self.EditMask_title.Disable()
1342
1343	self.Show(True)
1344	self.SetupScrolling()
1345
1346	def _onparamEnter(self,event):
1347	"""
1348	when enter value on panel redraw model according to changed
1349	"""
1350	if self.model ==None:
1351	msg="Please select a Model first..."
1352	wx.MessageBox(msg, 'Info')
1353	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1354	# "Parameters: %s"%msg))
1355	return
1356
1357	#default flag
1358	flag = False
1359	self.fitrange = True
1360	#get event object
1361	tcrtl = event.GetEventObject()
1362
1363	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1364	# updating ... ",type="update"))
1365	#Clear msg if previously shown.
1366	msg= ""
1367	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1368
1369	if check_float(tcrtl):
1370	flag = self._onparamEnter_helper()
1371	self.set_npts2fit()
1372	if self.fitrange:
1373	temp_smearer = None
1374	if not self.disable_smearer.GetValue():
1375	temp_smearer= self.current_smearer
1376	## set smearing value whether or not
1377	# the data contain the smearing info
1378	if self.slit_smearer.GetValue():
1379	flag1 = self.update_slit_smear()
1380	flag = flag or flag1
1381	elif self.pinhole_smearer.GetValue():
1382	flag1 = self.update_pinhole_smear()
1383	flag = flag or flag1
1384	elif self.data.__class__.__name__ != "Data2D" and \
1385	not self.enable2D:
1386	self._manager.set_smearer(smearer=temp_smearer,
1387	fid=self.data.id,
1388	uid=self.uid,
1389	qmin= float(self.qmin_x),
1390	qmax= float(self.qmax_x),
1391	enable_smearer=not self.disable_smearer.GetValue(),
1392	draw=True)
1393	if flag:
1394	#self.compute_chisqr(smearer= temp_smearer)
1395
1396	## new state posted
1397	if self.state_change:
1398	#self._undo.Enable(True)
1399	event = PageInfoEvent(page = self)
1400	wx.PostEvent(self.parent, event)
1401	self.state_change= False
1402	else:
1403	# invalid fit range: do nothing here:
1404	# msg already displayed in validate
1405	return
1406	else:
1407	self.save_current_state()
1408	msg= "Cannot Plot :Must enter a number!!! "
1409	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1410
1411	self.save_current_state()
1412	return
1413
1414	def _onparamRangeEnter(self, event):
1415	"""
1416	Check validity of value enter in the parameters range field
1417	"""
1418	#if self.check_invalid_panel():
1419	# return
1420	tcrtl= event.GetEventObject()
1421	#Clear msg if previously shown.
1422	msg= ""
1423	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1424	# Flag to register when a parameter has changed.
1425	is_modified = False
1426	if tcrtl.GetValue().lstrip().rstrip()!="":
1427	try:
1428	value = float(tcrtl.GetValue())
1429	tcrtl.SetBackgroundColour(wx.WHITE)
1430	self._check_value_enter(self.fittable_param ,is_modified)
1431	self._check_value_enter(self.parameters ,is_modified)
1432	except:
1433	tcrtl.SetBackgroundColour("pink")
1434	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1435	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1436	return
1437	else:
1438	tcrtl.SetBackgroundColour(wx.WHITE)
1439
1440	#self._undo.Enable(True)
1441	self.save_current_state()
1442	event = PageInfoEvent(page = self)
1443	wx.PostEvent(self.parent, event)
1444	self.state_change= False
1445
1446
1447	def _onQrangeEnter(self, event):
1448	"""
1449	Check validity of value enter in the Q range field
1450	"""
1451	tcrtl = event.GetEventObject()
1452	#Clear msg if previously shown.
1453	msg= ""
1454	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1455	# For theory mode
1456	if not self.data.is_data:
1457	self.npts_x = self.Npts_total.GetValue()
1458	self.Npts_fit.SetValue(self.npts_x)
1459	self.create_default_data()
1460	# Flag to register when a parameter has changed.
1461	is_modified = False
1462	if tcrtl.GetValue().lstrip().rstrip()!="":
1463	try:
1464	value = float(tcrtl.GetValue())
1465	tcrtl.SetBackgroundColour(wx.WHITE)
1466
1467	# If qmin and qmax have been modified, update qmin and qmax
1468	if self._validate_qrange( self.qmin, self.qmax):
1469	tempmin = float(self.qmin.GetValue())
1470	if tempmin != self.qmin_x:
1471	self.qmin_x = tempmin
1472	tempmax = float(self.qmax.GetValue())
1473	if tempmax != self.qmax_x:
1474	self.qmax_x = tempmax
1475	else:
1476	tcrtl.SetBackgroundColour("pink")
1477	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1478	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1479	return
1480
1481	except:
1482	tcrtl.SetBackgroundColour("pink")
1483	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1484	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1485	return
1486	#Check if # of points for theory model are valid(>0).
1487	# check for 2d
1488	if self.data.__class__.__name__ == "Data2D" or \
1489	self.enable2D:
1490	# set mask
1491	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1492	self.data.qy_data*self.data.qy_data )
1493	index_data = ((self.qmin_x <= radius)& \
1494	(radius<= self.qmax_x))
1495	index_data = (index_data)&(self.data.mask)
1496	index_data = (index_data)&(numpy.isfinite(self.data.data))
1497	if len(index_data[index_data]) < 10:
1498	msg = "Cannot Plot :No or too little npts in"
1499	msg += " that data range!!! "
1500	wx.PostEvent(self.parent.parent,
1501	StatusEvent(status=msg))
1502	return
1503	else:
1504	#self.data.mask = index_data
1505	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1506	self.set_npts2fit()
1507	else:
1508	index_data = ((self.qmin_x <= self.data.x)& \
1509	(self.data.x <= self.qmax_x))
1510	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1511
1512	self.npts_x = self.Npts_total.GetValue()
1513	self.create_default_data()
1514	self._save_plotting_range()
1515	else:
1516	tcrtl.SetBackgroundColour("pink")
1517	msg= "Model Error:wrong value entered!!!"
1518	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1519
1520	self._draw_model()
1521	self.save_current_state()
1522	event = PageInfoEvent(page = self)
1523	wx.PostEvent(self.parent, event)
1524	self.state_change= False
1525	return
1526
1527	def _clear_Err_on_Fit(self):
1528	"""
1529	hide the error text control shown
1530	after fitting
1531	"""
1532	if self.is_mac:
1533	return
1534	if hasattr(self,"text2_3"):
1535	self.text2_3.Hide()
1536
1537	if len(self.parameters)>0:
1538	for item in self.parameters:
1539	#Skip t ifhe angle parameters if 1D data
1540	if self.data.__class__.__name__ != "Data2D" and \
1541	not self.enable2D:
1542	if item in self.orientation_params:
1543	continue
1544	if item in self.param_toFit:
1545	continue
1546	## hide statictext +/-
1547	if len(item) < 4 :
1548	continue
1549	if item[3]!=None and item[3].IsShown():
1550	item[3].Hide()
1551	## hide textcrtl for error after fit
1552	if item[4]!=None and item[4].IsShown():
1553	item[4].Hide()
1554
1555	if len(self.fittable_param)>0:
1556	for item in self.fittable_param:
1557	#Skip t ifhe angle parameters if 1D data
1558	if self.data.__class__.__name__ != "Data2D" and \
1559	not self.enable2D:
1560	if item in self.orientation_params:
1561	continue
1562	if item in self.param_toFit:
1563	continue
1564	if len(item) < 4 :
1565	continue
1566	## hide statictext +/-
1567	if item[3]!=None and item[3].IsShown():
1568	item[3].Hide()
1569	## hide textcrtl for error after fit
1570	if item[4]!=None and item[4].IsShown():
1571	item[4].Hide()
1572	return
1573
1574	def _get_defult_custom_smear(self):
1575	"""
1576	Get the defult values for custum smearing.
1577	"""
1578	# get the default values
1579	if self.dxl == None: self.dxl = 0.0
1580	if self.dxw == None: self.dxw = ""
1581	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1582	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1583
1584	def _get_smear_info(self):
1585	"""
1586	Get the smear info from data.
1587
1588	:return: self.smear_type, self.dq_l and self.dq_r,
1589	respectively the type of the smear, dq_min and
1590	dq_max for pinhole smear data
1591	while dxl and dxw for slit smear
1592
1593	"""
1594
1595	# default
1596	self.smear_type = None
1597	self.dq_l = None
1598	self.dq_r = None
1599	data = self.data
1600	if self.data is None:
1601	return
1602	elif self.data.__class__.__name__ == "Data2D" or \
1603	self.enable2D:
1604	if data.dqx_data == None or data.dqy_data ==None:
1605	return
1606	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1607	(data.dqx_data.any()!=0):
1608	self.smear_type = "Pinhole2d"
1609	self.dq_l = format_number(numpy.average(data.dqx_data))
1610	self.dq_r = format_number(numpy.average(data.dqy_data))
1611	return
1612	else:
1613	return
1614	# check if it is pinhole smear and get min max if it is.
1615	if data.dx != None and all(data.dx !=0):
1616	self.smear_type = "Pinhole"
1617	self.dq_l = data.dx[0]
1618	self.dq_r = data.dx[-1]
1619
1620	# check if it is slit smear and get min max if it is.
1621	elif data.dxl != None or data.dxw != None:
1622	self.smear_type = "Slit"
1623	if data.dxl != None and all(data.dxl !=0):
1624	self.dq_l = data.dxl[0]
1625	if data.dxw != None and all(data.dxw !=0):
1626	self.dq_r = data.dxw[0]
1627	#return self.smear_type,self.dq_l,self.dq_r
1628
1629	def _show_smear_sizer(self):
1630	"""
1631	Show only the sizers depending on smear selection
1632	"""
1633	# smear disabled
1634	if self.disable_smearer.GetValue():
1635	self.smear_description_none.Show(True)
1636	# 2Dsmear
1637	elif self._is_2D():
1638	self.smear_description_accuracy_type.Show(True)
1639	self.smear_accuracy.Show(True)
1640	self.smear_description_accuracy_type.Show(True)
1641	self.smear_description_2d.Show(True)
1642	self.smear_description_2d_x.Show(True)
1643	self.smear_description_2d_y.Show(True)
1644	if self.pinhole_smearer.GetValue():
1645	self.smear_pinhole_min.Show(True)
1646	self.smear_pinhole_max.Show(True)
1647	# smear from data
1648	elif self.enable_smearer.GetValue():
1649
1650	self.smear_description_dqdata.Show(True)
1651	if self.smear_type != None:
1652	self.smear_description_smear_type.Show(True)
1653	if self.smear_type == 'Slit':
1654	self.smear_description_slit_height.Show(True)
1655	self.smear_description_slit_width.Show(True)
1656	elif self.smear_type == 'Pinhole':
1657	self.smear_description_pin_min.Show(True)
1658	self.smear_description_pin_max.Show(True)
1659	self.smear_description_smear_type.Show(True)
1660	self.smear_description_type.Show(True)
1661	self.smear_data_left.Show(True)
1662	self.smear_data_right.Show(True)
1663	# custom pinhole smear
1664	elif self.pinhole_smearer.GetValue():
1665	if self.smear_type == 'Pinhole':
1666	self.smear_message_new_p.Show(True)
1667	self.smear_description_pin_min.Show(True)
1668	self.smear_description_pin_max.Show(True)
1669
1670	self.smear_pinhole_min.Show(True)
1671	self.smear_pinhole_max.Show(True)
1672	# custom slit smear
1673	elif self.slit_smearer.GetValue():
1674	self.smear_message_new_s.Show(True)
1675	self.smear_description_slit_height.Show(True)
1676	self.smear_slit_height.Show(True)
1677	self.smear_description_slit_width.Show(True)
1678	self.smear_slit_width.Show(True)
1679
1680	def _hide_all_smear_info(self):
1681	"""
1682	Hide all smearing messages in the set_smearer sizer
1683	"""
1684	self.smear_description_none.Hide()
1685	self.smear_description_dqdata.Hide()
1686	self.smear_description_type.Hide()
1687	self.smear_description_smear_type.Hide()
1688	self.smear_description_accuracy_type.Hide()
1689	self.smear_description_2d_x.Hide()
1690	self.smear_description_2d_y.Hide()
1691	self.smear_description_2d.Hide()
1692
1693	self.smear_accuracy.Hide()
1694	self.smear_data_left.Hide()
1695	self.smear_data_right.Hide()
1696	self.smear_description_pin_min.Hide()
1697	self.smear_pinhole_min.Hide()
1698	self.smear_description_pin_max.Hide()
1699	self.smear_pinhole_max.Hide()
1700	self.smear_description_slit_height.Hide()
1701	self.smear_slit_height.Hide()
1702	self.smear_description_slit_width.Hide()
1703	self.smear_slit_width.Hide()
1704	self.smear_message_new_p.Hide()
1705	self.smear_message_new_s.Hide()
1706
1707	def _set_accuracy_list(self):
1708	"""
1709	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1710	"""
1711	# list of accuracy choices
1712	list = ['Low','Med','High','Xhigh']
1713	for idx in range(len(list)):
1714	self.smear_accuracy.Append(list[idx],idx)
1715
1716	def _set_fun_box_list(self,fun_box):
1717	"""
1718	Set the list of func for multifunctional models
1719	"""
1720	# Check if it is multi_functional model
1721	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1722	and not self.temp_multi_functional:
1723	return None
1724	# Get the func name list
1725	list = self.model.fun_list
1726	if len(list) == 0:
1727	return None
1728	# build function (combo)box
1729	ind = 0
1730	while(ind < len(list)):
1731	for key, val in list.iteritems():
1732	if (val == ind):
1733	fun_box.Append(key,val)
1734	break
1735	ind += 1
1736
1737	def _on_select_accuracy(self,event):
1738	"""
1739	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1740	"""
1741	#event.Skip()
1742	# Check if the accuracy is same as before
1743	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1744	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1745	if self.pinhole_smearer.GetValue():
1746	self.onPinholeSmear(event=None)
1747	else:
1748	self.onSmear(event=None)
1749	if self.current_smearer != None:
1750	self.current_smearer.set_accuracy(accuracy =
1751	self.smear2d_accuracy)
1752	event.Skip()
1753
1754	def _on_fun_box(self,event):
1755	"""
1756	Select an func: Erf,Rparabola,LParabola
1757	"""
1758	fun_val = None
1759	fun_box = event.GetEventObject()
1760	name = fun_box.Name
1761	value = fun_box.GetValue()
1762	if self.model.fun_list.has_key(value):
1763	fun_val = self.model.fun_list[value]
1764
1765	self.model.setParam(name,fun_val)
1766	# save state
1767	self._copy_parameters_state(self.str_parameters,
1768	self.state.str_parameters)
1769	# update params
1770	self._update_paramv_on_fit()
1771	# draw
1772	self._draw_model()
1773	self.Refresh()
1774	# get ready for new event
1775	event.Skip()
1776
1777	def _onMask(self, event):
1778	"""
1779	Build a panel to allow to edit Mask
1780	"""
1781
1782	from sans.guiframe.local_perspectives.plotting.masking \
1783	import MaskPanel as MaskDialog
1784
1785	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1786	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1787	self.panel.ShowModal()
1788	#wx.PostEvent(self.parent, event)
1789
1790	def _draw_masked_model(self, event):
1791	"""
1792	Draw model image w/mask
1793	"""
1794	#event.Skip()
1795	is_valid_qrange = self._update_paramv_on_fit()
1796
1797	if is_valid_qrange and self.model != None:
1798	#self.panel.Show(0)
1799	#self.panel.Destroy() # frame
1800	self.panel.MakeModal(False)
1801	event.Skip()
1802	# try re draw the model plot if it exists
1803	self._draw_model()
1804	self.set_npts2fit()
1805	elif self.model == None:
1806	#self.panel.Show(0)
1807	#self.panel.Destroy() # frame
1808	self.panel.MakeModal(False)
1809	event.Skip()
1810	self.set_npts2fit()
1811	msg= "No model is found on updating MASK in the model plot... "
1812	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1813	else:
1814	event.Skip()
1815	msg = ' Please consider your Q range, too.'
1816	self.panel.ShowMessage(msg)
1817
1818
1819	def _set_smear(self, data):
1820	"""
1821	"""
1822	if data is None:
1823	return
1824	self.current_smearer = smear_selection(data, self.model)
1825	flag = self.disable_smearer.GetValue()
1826	self.disable_smearer.SetValue(flag)
1827	if self.current_smearer == None:
1828	self.enable_smearer.Disable()
1829	else:
1830	self.enable_smearer.Enable()
1831	if not flag:
1832	self.onSmear(None)
1833
1834	def _mac_sleep(self, sec=0.2):
1835	"""
1836	Give sleep to MAC
1837	"""
1838	if self.is_mac:
1839	time.sleep(sec)
1840
1841	def get_view_mode(self):
1842	"""
1843	return True if the panel allow 2D or False if 1D
1844	"""
1845	return self.enable2D
1846
1847	def compute_data_set_range(self, data_list):
1848	"""
1849	find the range that include all data in the set
1850	return the minimum and the maximum values
1851	"""
1852	if data_list is not None and data_list != []:
1853	for data in data_list:
1854	qmin, qmax, npts = self.compute_data_range(data)
1855	self.qmin_data_set = min(self.qmin_data_set, qmin)
1856	self.qmax_data_set = max(self.qmax_data_set, qmax)
1857	self.npts_data_set += npts
1858	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1859
1860	def compute_data_range(self, data):
1861	"""
1862	compute the minimum and the maximum range of the data
1863	return the npts contains in data
1864	:param data:
1865	"""
1866	qmin, qmax, npts = None, None, None
1867	if data is not None:
1868	if not hasattr(data,"data"):
1869	qmin = min(data.x)
1870	# Maximum value of data
1871	qmax = max(data.x)
1872	npts = len(data.x)
1873	else:
1874	qmin = 0
1875	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1876	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1877	## Maximum value of data
1878	qmax = math.sqrt(xx + yy)
1879	npts = len(data.data)
1880	return qmin, qmax, npts
1881
1882
1883	def set_data(self, data):
1884	"""
1885	reset the current data
1886	"""
1887	from sans.guiframe.dataFitting import check_data_validity
1888	id = None
1889	flag = False
1890	is_data = False
1891	if self.data is not None:
1892	is_data = check_data_validity(self.data)
1893	if not is_data and data is not None:
1894	flag = True
1895	if data is not None:
1896	id = data.id
1897	if is_data:
1898	self.graph_id = self.data.group_id
1899	flag = (data.id != self.data.id)
1900	self.data = data
1901	if check_data_validity(data):
1902	self.graph_id = data.group_id
1903	self.data.group_id = self.graph_id
1904
1905	if self.data is None:
1906	data_name = ""
1907	self._set_bookmark_flag(False)
1908	self._keep.Enable(False)
1909	self._set_save_flag(False)
1910	else:
1911	if self.model != None:
1912	self._set_bookmark_flag(True)
1913	self._keep.Enable(True)
1914
1915	self._set_save_flag(True)
1916	self._set_preview_flag(True)
1917
1918	self._set_smear(data)
1919	# more disables for 2D
1920	if self.data.__class__.__name__ == "Data2D" or \
1921	self.enable2D:
1922	self.slit_smearer.Disable()
1923	self.pinhole_smearer.Enable(True)
1924	self.default_mask = copy.deepcopy(self.data.mask)
1925	if self.data.err_data == None or\
1926	(self.data.err_data == 1).all() or\
1927	(self.data.err_data == 0).all():
1928	self.dI_didata.Enable(False)
1929	self.dI_noweight.SetValue(True)
1930	self.weightbt_string = self.dI_noweight.GetLabelText()
1931	else:
1932	self.dI_didata.Enable(True)
1933	self.dI_didata.SetValue(True)
1934	self.weightbt_string = self.dI_didata.GetLabelText()
1935	else:
1936	self.slit_smearer.Enable(True)
1937	self.pinhole_smearer.Enable(True)
1938	if self.data.dy == None or\
1939	(self.data.dy == 1).all() or\
1940	(self.data.dy == 0).all():
1941	self.dI_didata.Enable(False)
1942	self.dI_noweight.SetValue(True)
1943	self.weightbt_string = self.dI_noweight.GetLabelText()
1944	else:
1945	self.dI_didata.Enable(True)
1946	self.dI_didata.SetValue(True)
1947	self.weightbt_string = self.dI_didata.GetLabelText()
1948	# Enable weighting radio uttons
1949	self.dI_noweight.Enable(True)
1950	self.dI_sqrdata.Enable(True)
1951	self.dI_idata.Enable(True)
1952
1953	self.formfactorbox.Enable()
1954	self.structurebox.Enable()
1955	data_name = self.data.name
1956	_, _, npts = self.compute_data_range(self.data)
1957	#set maximum range for x in linear scale
1958	if not hasattr(self.data, "data"): #Display only for 1D data fit
1959	self.btEditMask.Disable()
1960	self.EditMask_title.Disable()
1961	else:
1962	self.btEditMask.Enable()
1963	self.EditMask_title.Enable()
1964
1965	self.Npts_total.SetValue(str(npts))
1966	#default:number of data points selected to fit
1967	self.Npts_fit.SetValue(str(npts))
1968	self.Npts_total.SetEditable(False)
1969	self.Npts_total.SetBackgroundColour(\
1970	self.GetParent().GetBackgroundColour())
1971
1972	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1973	self.dataSource.SetValue(data_name)
1974	self.state.data = data
1975	self.enable_fit_button()
1976	# send graph_id to page_finder
1977	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1978	#focus the page
1979	if check_data_validity(data):
1980	self.data_box_description.SetForegroundColour(wx.BLUE)
1981
1982	if self.batch_on:
1983	self.slit_smearer.Enable(False)
1984	self.pinhole_smearer.Enable(False)
1985	self.btEditMask.Disable()
1986	self.EditMask_title.Disable()
1987
1988
1989	self.on_set_focus(None)
1990	self.Refresh()
1991	#update model plot with new data information
1992	if flag:
1993	#set model view button
1994	if not self.enable_smearer.GetValue():
1995	self.disable_smearer.SetValue(True)
1996	self.onSmear(None)
1997	#self._set_smear(self.data)
1998
1999	if self.data.__class__.__name__ == "Data2D":
2000	self.enable2D = True
2001	self.model_view.SetLabel("2D Mode")
2002	else:
2003	self.enable2D = False
2004	self.model_view.SetLabel("1D Mode")
2005	self.model_view.Disable()
2006	#replace data plot on combo box selection
2007	#by removing the previous selected data
2008	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
2009	group_id=self.graph_id, id=id))
2010	#plot the current selected data
2011	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
2012	title=str(self.data.title)))
2013	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
2014	# caption=self.window_name)
2015	self._draw_model()
2016
2017	def _npts_click(self, event):
2018	"""
2019	Prevent further handling of the mouse event on Npts_total
2020	by not calling Skip().
2021	"""
2022	pass
2023
2024	def reset_page(self, state,first=False):
2025	"""
2026	reset the state
2027	"""
2028	self.reset_page_helper(state)
2029
2030	self.select_param(event = None)
2031	#Save state_fit
2032	self.save_current_state_fit()
2033	self._lay_out()
2034	self.Refresh()
2035
2036	def get_range(self):
2037	"""
2038	return the fitting range
2039	"""
2040	return float(self.qmin_x) , float(self.qmax_x)
2041
2042	def get_npts2fit(self):
2043	"""
2044	return numbers of data points within qrange
2045
2046	:Note: This is for Park where chi2 is not normalized by Npts of fit
2047
2048	"""
2049	if self.data is None:
2050	return
2051	npts2fit = 0
2052	qmin,qmax = self.get_range()
2053	if self.data.__class__.__name__ == "Data2D" or \
2054	self.enable2D:
2055	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2056	self.data.qy_data*self.data.qy_data )
2057	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2058	index_data= (index_data)&(self.data.mask)
2059	index_data = (index_data)&(numpy.isfinite(self.data.data))
2060	npts2fit = len(self.data.data[index_data])
2061	else:
2062	for qx in self.data.x:
2063	if qx >= qmin and qx <= qmax:
2064	npts2fit += 1
2065	return npts2fit
2066
2067	def set_npts2fit(self):
2068	"""
2069	setValue Npts for fitting
2070	"""
2071	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2072
2073	def get_chi2(self):
2074	"""
2075	return the current chi2
2076	"""
2077	return self.tcChi.GetValue()
2078
2079	def get_param_list(self):
2080	"""
2081	:return self.param_toFit: list containing references to TextCtrl
2082	checked.Theses TextCtrl will allow reference to parameters to fit.
2083
2084	:raise: if return an empty list of parameter fit will nnote work
2085	properly so raise ValueError,"missing parameter to fit"
2086	"""
2087	if self.param_toFit !=[]:
2088	return self.param_toFit
2089	else:
2090	msg = "missing parameters to fit"
2091	wx.MessageBox(msg, 'warning')
2092	return False
2093	#raise ValueError,"missing parameters to fit"
2094
2095	def onsetValues(self, chisqr, p_name, out, cov):
2096	"""
2097	Build the panel from the fit result
2098
2099	:param chisqr: Value of the goodness of fit metric
2100	:param p_name: the name of parameters
2101	:param out: list of parameter with the best value found during fitting
2102	:param cov: Covariance matrix
2103
2104	"""
2105	# make sure stop button to fit button all the time
2106	self._on_fit_complete()
2107	if out == None or not numpy.isfinite(chisqr):
2108	raise ValueError,"Fit error occured..."
2109
2110	is_modified = False
2111	has_error = False
2112	dispersity = ''
2113
2114	#Hide textctrl boxes of errors.
2115	self._clear_Err_on_Fit()
2116
2117	#Check if chi2 is finite
2118	if chisqr != None and numpy.isfinite(chisqr):
2119	#format chi2
2120	if self.engine_type == "park":
2121	npt_fit = float(self.get_npts2fit())
2122	# Taking care this in parkemgine
2123	#if npt_fit > 0:
2124	# chisqr =chisqr/npt_fit
2125	chi2 = format_number(chisqr, True)
2126	self.tcChi.SetValue(chi2)
2127	self.tcChi.Refresh()
2128	else:
2129	self.tcChi.SetValue("-")
2130
2131	#Hide error title
2132	if self.text2_3.IsShown() and not self.is_mac:
2133	self.text2_3.Hide()
2134
2135	try:
2136	if self.enable_disp.GetValue():
2137	if hasattr(self,"text_disp_1" ):
2138	if self.text_disp_1 != None and not self.is_mac:
2139	self.text_disp_1.Hide()
2140	except:
2141	dispersity = None
2142	pass
2143
2144
2145	i = 0
2146	#Set the panel when fit result are list
2147	for item in self.param_toFit:
2148	if len(item)>5 and item != None:
2149	## reset error value to initial state
2150	if not self.is_mac:
2151	item[3].Hide()
2152	item[4].Hide()
2153	for ind in range(len(out)):
2154	if item[1] == p_name[ind]:
2155	break
2156	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2157	val_out = format_number(out[ind], True)
2158	item[2].SetValue(val_out)
2159
2160	if(cov !=None and len(cov) == len(out)):
2161	try:
2162	if dispersity !=None:
2163	if self.enable_disp.GetValue():
2164	if hasattr(self,"text_disp_1" ):
2165	if self.text_disp_1!=None:
2166	if not self.text_disp_1.IsShown()\
2167	and not self.is_mac:
2168	self.text_disp_1.Show(True)
2169	except:
2170	pass
2171
2172	if cov[ind]!=None :
2173	if numpy.isfinite(float(cov[ind])):
2174	val_err = format_number(cov[ind], True)
2175	if not self.is_mac:
2176	item[3].Show(True)
2177	item[4].Show(True)
2178	item[4].SetValue(val_err)
2179	has_error = True
2180	i += 1
2181	#Show error title when any errors displayed
2182	if has_error:
2183	if not self.text2_3.IsShown():
2184	self.text2_3.Show(True)
2185	## save current state
2186	self.save_current_state()
2187
2188	#self._lay_out()
2189	if not self.is_mac:
2190	self.Layout()
2191	self.Refresh()
2192	self._mac_sleep(0.1)
2193	#plot model ( when drawing, do not update chisqr value again)
2194	self._draw_model(update_chisqr=False, source = 'fit')
2195	#PostStatusEvent
2196	#msg = "Fit completed!dddd "
2197	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2198
2199	def onWeighting(self, event):
2200	"""
2201	On Weighting radio button event, sets the weightbt_string
2202	"""
2203	self.weightbt_string = event.GetEventObject().GetLabelText()
2204	self._set_weight()
2205
2206	def _set_weight(self, is_2D=None):
2207	"""
2208	Set weight in fit problem
2209	"""
2210	# compute weight for the current data
2211	from .utils import get_weight
2212	flag_weight = self.get_weight_flag()
2213	if is_2D == None:
2214	is_2D = self._is_2D()
2215	weight = get_weight(data=self.data,
2216	is2d=is_2D,
2217	flag=flag_weight)
2218	self._manager.set_fit_weight(uid=self.uid,
2219	flag=flag_weight,
2220	is2d=is_2D,
2221	fid=None)
2222
2223	def onPinholeSmear(self, event):
2224	"""
2225	Create a custom pinhole smear object that will change the way residuals
2226	are compute when fitting
2227
2228	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2229	None for 1D
2230
2231	"""
2232	if self.model == None:
2233	self.disable_smearer.SetValue(True)
2234	if event == None:
2235	return
2236	msg="Please select a Model first..."
2237	wx.MessageBox(msg, 'Info')
2238	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2239	"Smear: %s"%msg))
2240	return
2241
2242	# Need update param values
2243	self._update_paramv_on_fit()
2244
2245	# msg default
2246	msg = None
2247	if event != None:
2248	tcrtl= event.GetEventObject()
2249	# event case of radio button
2250	if tcrtl.GetValue()== True:
2251	self.dx_min = 0.0
2252	self.dx_max = 0.0
2253	is_new_pinhole = True
2254	else:
2255	is_new_pinhole = self._is_changed_pinhole()
2256	else:
2257	is_new_pinhole = True
2258	# if any value is changed
2259	if is_new_pinhole:
2260	msg = self._set_pinhole_smear()
2261	# hide all silt sizer
2262	self._hide_all_smear_info()
2263
2264	##Calculate chi2
2265	temp_smearer = self.current_smearer
2266	#self.compute_chisqr(smearer= temp_smearer)
2267
2268	# show relevant slit sizers
2269	self._show_smear_sizer()
2270
2271	self.sizer_set_smearer.Layout()
2272	self.Layout()
2273
2274	if event != None:
2275	event.Skip()
2276	#self._undo.Enable(True)
2277	self.save_current_state()
2278	event = PageInfoEvent(page = self)
2279	wx.PostEvent(self.parent, event)
2280
2281	def _is_changed_pinhole(self):
2282	"""
2283	check if any of pinhole smear is changed
2284
2285	:return: True or False
2286
2287	"""
2288	# get the values
2289	pin_min = self.smear_pinhole_min.GetValue()
2290	pin_max = self.smear_pinhole_max.GetValue()
2291
2292	# Check changes in slit width
2293	try:
2294	dx_min = float(pin_min)
2295	except:
2296	return True
2297	if self.dx_min != dx_min:
2298	return True
2299
2300	# Check changes in slit heigth
2301	try:
2302	dx_max = float(pin_max)
2303	except:
2304	return True
2305	if self.dx_max != dx_max:
2306	return True
2307	return False
2308
2309	def _set_pinhole_smear(self):
2310	"""
2311	Set custom pinhole smear
2312
2313	:return: msg
2314
2315	"""
2316	# copy data
2317	data = copy.deepcopy(self.data)
2318	if self._is_2D():
2319	self.smear_type = 'Pinhole2d'
2320	len_data = len(data.data)
2321	data.dqx_data = numpy.zeros(len_data)
2322	data.dqy_data = numpy.zeros(len_data)
2323	else:
2324	self.smear_type = 'Pinhole'
2325	len_data = len(data.x)
2326	data.dx = numpy.zeros(len_data)
2327	data.dxl = None
2328	data.dxw = None
2329	msg = None
2330
2331	get_pin_min = self.smear_pinhole_min
2332	get_pin_max = self.smear_pinhole_max
2333
2334	if not check_float(get_pin_min):
2335	get_pin_min.SetBackgroundColour("pink")
2336	msg= "Model Error:wrong value entered!!!"
2337	elif not check_float(get_pin_max ):
2338	get_pin_max.SetBackgroundColour("pink")
2339	msg= "Model Error:wrong value entered!!!"
2340	else:
2341	if len_data < 2: len_data = 2
2342	self.dx_min = float(get_pin_min.GetValue())
2343	self.dx_max = float(get_pin_max.GetValue())
2344	if self.dx_min < 0:
2345	get_pin_min.SetBackgroundColour("pink")
2346	msg= "Model Error:This value can not be negative!!!"
2347	elif self.dx_max <0:
2348	get_pin_max.SetBackgroundColour("pink")
2349	msg= "Model Error:This value can not be negative!!!"
2350	elif self.dx_min != None and self.dx_max != None:
2351	if self._is_2D():
2352	data.dqx_data[data.dqx_data==0] = self.dx_min
2353	data.dqy_data[data.dqy_data==0] = self.dx_max
2354	elif self.dx_min == self.dx_max:
2355	data.dx[data.dx==0] = self.dx_min
2356	else:
2357	step = (self.dx_max - self.dx_min)/(len_data-1)
2358	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2359	step)
2360	elif self.dx_min != None:
2361	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2362	else: data.dx[data.dx==0] = self.dx_min
2363	elif self.dx_max != None:
2364	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2365	else: data.dx[data.dx==0] = self.dx_max
2366	self.current_smearer = smear_selection(data, self.model)
2367	# 2D need to set accuracy
2368	if self._is_2D():
2369	self.current_smearer.set_accuracy(accuracy = \
2370	self.smear2d_accuracy)
2371
2372	if msg != None:
2373	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2374	else:
2375	get_pin_min.SetBackgroundColour("white")
2376	get_pin_max.SetBackgroundColour("white")
2377	## set smearing value whether or not the data contain the smearing info
2378
2379	self._manager.set_smearer(smearer=self.current_smearer,
2380	fid=self.data.id,
2381	qmin=float(self.qmin_x),
2382	qmax= float(self.qmax_x),
2383	enable_smearer=not self.disable_smearer.GetValue(),
2384	uid=self.uid)
2385	return msg
2386
2387	def update_pinhole_smear(self):
2388	"""
2389	called by kill_focus on pinhole TextCntrl
2390	to update the changes
2391
2392	:return: False when wrong value was entered
2393
2394	"""
2395	# msg default
2396	msg = None
2397	# check if any value is changed
2398	if self._is_changed_pinhole():
2399	msg = self._set_pinhole_smear()
2400	#self._undo.Enable(True)
2401	wx.CallAfter(self.save_current_state)
2402
2403	if msg != None:
2404	return False
2405	else:
2406	return True
2407
2408	def onSlitSmear(self, event):
2409	"""
2410	Create a custom slit smear object that will change the way residuals
2411	are compute when fitting
2412	"""
2413	if self.model == None:
2414	self.disable_smearer.SetValue(True)
2415	if event == None:
2416	return
2417	msg="Please select a Model first..."
2418	wx.MessageBox(msg, 'Info')
2419	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2420	"Smear: %s"%msg))
2421	return
2422
2423	# Need update param values
2424	self._update_paramv_on_fit()
2425
2426	# msg default
2427	msg = None
2428	# for event given
2429	if event != None:
2430	tcrtl= event.GetEventObject()
2431	# event case of radio button
2432	if tcrtl.GetValue():
2433	self.dxl = 0.0
2434	self.dxw = 0.0
2435	is_new_slit = True
2436	else:
2437	is_new_slit = self._is_changed_slit()
2438	else:
2439	is_new_slit = True
2440
2441	# if any value is changed
2442	if is_new_slit:
2443	msg = self._set_slit_smear()
2444
2445	# hide all silt sizer
2446	self._hide_all_smear_info()
2447	##Calculate chi2
2448	#self.compute_chisqr(smearer= self.current_smearer)
2449	# show relevant slit sizers
2450	self._show_smear_sizer()
2451	self.sizer_set_smearer.Layout()
2452	self.Layout()
2453
2454	if event != None:
2455	event.Skip()
2456	#self._undo.Enable(True)
2457	self.save_current_state()
2458	event = PageInfoEvent(page = self)
2459	wx.PostEvent(self.parent, event)
2460	if msg != None:
2461	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2462
2463	def _is_changed_slit(self):
2464	"""
2465	check if any of slit lengths is changed
2466
2467	:return: True or False
2468
2469	"""
2470	# get the values
2471	width = self.smear_slit_width.GetValue()
2472	height = self.smear_slit_height.GetValue()
2473
2474	# check and change the box bg color if it was pink
2475	# but it should be white now
2476	# because this is the case that _set_slit_smear() will not handle
2477	if height.lstrip().rstrip()=="":
2478	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2479	if width.lstrip().rstrip()=="":
2480	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2481
2482	# Check changes in slit width
2483	if width == "":
2484	dxw = 0.0
2485	else:
2486	try:
2487	dxw = float(width)
2488	except:
2489	return True
2490	if self.dxw != dxw:
2491	return True
2492
2493	# Check changes in slit heigth
2494	if height == "":
2495	dxl = 0.0
2496	else:
2497	try:
2498	dxl = float(height)
2499	except:
2500	return True
2501	if self.dxl != dxl:
2502	return True
2503
2504	return False
2505
2506	def _set_slit_smear(self):
2507	"""
2508	Set custom slit smear
2509
2510	:return: message to inform the user about the validity
2511	of the values entered for slit smear
2512	"""
2513	if self.data.__class__.__name__ == "Data2D" or \
2514	self.enable2D:
2515	return
2516	temp_smearer = None
2517	# make sure once more if it is smearer
2518	data = copy.deepcopy(self.data)
2519	data_len = len(data.x)
2520	data.dx = None
2521	data.dxl = None
2522	data.dxw = None
2523	msg = None
2524
2525	try:
2526	self.dxl = float(self.smear_slit_height.GetValue())
2527	data.dxl = self.dxl* numpy.ones(data_len)
2528	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2529	except:
2530	data.dxl = numpy.zeros(data_len)
2531	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2532	self.smear_slit_height.SetBackgroundColour("pink")
2533	msg = "Wrong value entered... "
2534	else:
2535	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2536	try:
2537	self.dxw = float(self.smear_slit_width.GetValue())
2538	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2539	data.dxw = self.dxw* numpy.ones(data_len)
2540	except:
2541	data.dxw = numpy.zeros(data_len)
2542	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2543	self.smear_slit_width.SetBackgroundColour("pink")
2544	msg = "Wrong Fit value entered... "
2545	else:
2546	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2547
2548	self.current_smearer = smear_selection(data, self.model)
2549	#temp_smearer = self.current_smearer
2550	## set smearing value whether or not the data contain the smearing info
2551	self._manager.set_smearer(smearer=self.current_smearer,
2552	fid=self.data.id,
2553	qmin=float(self.qmin_x),
2554	qmax= float(self.qmax_x),
2555	enable_smearer=not self.disable_smearer.GetValue(),
2556	uid=self.uid)
2557	return msg
2558
2559	def update_slit_smear(self):
2560	"""
2561	called by kill_focus on pinhole TextCntrl
2562	to update the changes
2563
2564	:return: False when wrong value was entered
2565
2566	"""
2567	# msg default
2568	msg = None
2569	# check if any value is changed
2570	if self._is_changed_slit():
2571	msg = self._set_slit_smear()
2572	#self._undo.Enable(True)
2573	self.save_current_state()
2574
2575	if msg != None:
2576	return False
2577	else:
2578	return True
2579
2580	def onSmear(self, event):
2581	"""
2582	Create a smear object that will change the way residuals
2583	are compute when fitting
2584	"""
2585	if event != None:
2586	event.Skip()
2587	if self.data is None:
2588	return
2589
2590	if self.model == None:
2591	self.disable_smearer.SetValue(True)
2592	if event == None:
2593	return
2594	msg="Please select a Model first..."
2595	wx.MessageBox(msg, 'Info')
2596	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2597	"Smear: %s"%msg))
2598	return
2599	# Need update param values
2600	self._update_paramv_on_fit()
2601	temp_smearer = self.on_smear_helper()
2602
2603	self.sizer_set_smearer.Layout()
2604	self.Layout()
2605	self._set_weight()
2606
2607	## set smearing value whether or not the data contain the smearing info
2608	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2609	fid=self.data.id,
2610	qmin=float(self.qmin_x),
2611	qmax=float(self.qmax_x),
2612	enable_smearer=not self.disable_smearer.GetValue(),
2613	draw=True)
2614
2615	self.state.enable_smearer= self.enable_smearer.GetValue()
2616	self.state.disable_smearer=self.disable_smearer.GetValue()
2617	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2618	self.state.slit_smearer = self.slit_smearer.GetValue()
2619
2620	def on_smear_helper(self, update=False):
2621	"""
2622	Help for onSmear
2623
2624	:param update: force or not to update
2625	"""
2626	self._get_smear_info()
2627	temp_smearer = None
2628	#renew smear sizer
2629	if self.smear_type != None:
2630	self.smear_description_smear_type.SetValue(str(self.smear_type))
2631	self.smear_data_left.SetValue(str(self.dq_l))
2632	self.smear_data_right.SetValue(str(self.dq_r))
2633
2634	self._hide_all_smear_info()
2635	data = copy.deepcopy(self.data)
2636
2637	# make sure once more if it is smearer
2638	temp_smearer = smear_selection(data, self.model)
2639	if self.current_smearer != temp_smearer or update:
2640	self.current_smearer = temp_smearer
2641	if self.enable_smearer.GetValue():
2642	if hasattr(self.data,"dxl"):
2643	msg= ": Resolution smearing parameters"
2644	if hasattr(self.data,"dxw"):
2645	msg= ": Slit smearing parameters"
2646	if self.current_smearer ==None:
2647	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2648	"Data contains no smearing information"))
2649	else:
2650	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2651	"Data contains smearing information"))
2652
2653	#self.smear_description_dqdata.Show(True)
2654	self.smear_data_left.Show(True)
2655	self.smear_data_right.Show(True)
2656	temp_smearer= self.current_smearer
2657	elif self.disable_smearer.GetValue():
2658	self.smear_description_none.Show(True)
2659	elif self.pinhole_smearer.GetValue():
2660	self.onPinholeSmear(None)
2661	elif self.slit_smearer.GetValue():
2662	self.onSlitSmear(None)
2663	self._show_smear_sizer()
2664
2665	return temp_smearer
2666
2667	def on_complete_chisqr(self, event):
2668	"""
2669	Display result chisqr on the panel
2670	:event: activated by fitting/ complete after draw
2671	"""
2672	try:
2673	if event == None:
2674	output= "-"
2675	elif not numpy.isfinite(event.output):
2676	output= "-"
2677	else:
2678	output = event.output
2679	self.tcChi.SetValue(str(format_number(output, True)))
2680	self.state.tcChi = self.tcChi.GetValue()
2681	except:
2682	pass
2683
2684
2685	def get_all_checked_params(self):
2686	"""
2687	Found all parameters current check and add them to list of parameters to
2688	fit
2689	"""
2690	self.param_toFit = []
2691	for item in self.parameters:
2692	if item[0].GetValue() and item not in self.param_toFit:
2693	self.param_toFit.append(item)
2694	for item in self.fittable_param:
2695	if item[0].GetValue() and item not in self.param_toFit:
2696	self.param_toFit.append(item)
2697	self.save_current_state_fit()
2698
2699
2700	event = PageInfoEvent(page = self)
2701	wx.PostEvent(self.parent, event)
2702	param2fit = []
2703	for item in self.param_toFit:
2704	if item[0]:
2705	param2fit.append(item[1])
2706	self.parent._manager.set_param2fit(self.uid, param2fit)
2707
2708	def select_all_param(self, event):
2709	"""
2710	set to true or false all checkBox given the main checkbox value cb1
2711	"""
2712	self.param_toFit = []
2713	if self.parameters !=[]:
2714	if self.cb1.GetValue():
2715	for item in self.parameters:
2716	## for data2D select all to fit
2717	if self.data.__class__.__name__== "Data2D" or \
2718	self.enable2D:
2719	item[0].SetValue(True)
2720	self.param_toFit.append(item)
2721	else:
2722	## for 1D all parameters except orientation
2723	if not item in self.orientation_params:
2724	item[0].SetValue(True)
2725	self.param_toFit.append(item )
2726	#if len(self.fittable_param)>0:
2727	for item in self.fittable_param:
2728	if self.data.__class__.__name__== "Data2D" or \
2729	self.enable2D:
2730	item[0].SetValue(True)
2731	self.param_toFit.append(item)
2732	try:
2733	if len(self.values[item[1]]) > 0:
2734	item[0].SetValue(False)
2735	except:
2736	pass
2737
2738	else:
2739	## for 1D all parameters except orientation
2740	if not item in self.orientation_params_disp:
2741	item[0].SetValue(True)
2742	self.param_toFit.append(item )
2743	try:
2744	if len(self.values[item[1]]) > 0:
2745	item[0].SetValue(False)
2746	except:
2747	pass
2748
2749	else:
2750	for item in self.parameters:
2751	item[0].SetValue(False)
2752	for item in self.fittable_param:
2753	item[0].SetValue(False)
2754	self.param_toFit=[]
2755
2756	self.save_current_state_fit()
2757
2758	if event !=None:
2759	#self._undo.Enable(True)
2760	## post state to fit panel
2761	event = PageInfoEvent(page = self)
2762	wx.PostEvent(self.parent, event)
2763	param2fit = []
2764	for item in self.param_toFit:
2765	if item[0]:
2766	param2fit.append(item[1])
2767	self.parent._manager.set_param2fit(self.uid, param2fit)
2768
2769
2770	def select_param(self,event):
2771	"""
2772	Select TextCtrl checked for fitting purpose and stores them
2773	in self.param_toFit=[] list
2774	"""
2775	self.param_toFit = []
2776	for item in self.parameters:
2777	#Skip t ifhe angle parameters if 1D data
2778	if self.data.__class__.__name__ != "Data2D" and\
2779	not self.enable2D:
2780	if item in self.orientation_params:
2781	continue
2782	#Select parameters to fit for list of primary parameters
2783	if item[0].GetValue():
2784	if not (item in self.param_toFit):
2785	self.param_toFit.append(item )
2786	else:
2787	#remove parameters from the fitting list
2788	if item in self.param_toFit:
2789	self.param_toFit.remove(item)
2790
2791	#Select parameters to fit for list of fittable parameters
2792	# with dispersion
2793	for item in self.fittable_param:
2794	#Skip t ifhe angle parameters if 1D data
2795	if self.data.__class__.__name__ != "Data2D" and\
2796	not self.enable2D:
2797	if item in self.orientation_params:
2798	continue
2799	if item[0].GetValue():
2800	if not (item in self.param_toFit):
2801	self.param_toFit.append(item)
2802	else:
2803	#remove parameters from the fitting list
2804	if item in self.param_toFit:
2805	self.param_toFit.remove(item)
2806
2807	#Calculate num. of angle parameters
2808	if self.data.__class__.__name__ == "Data2D" or \
2809	self.enable2D:
2810	len_orient_para = 0
2811	else:
2812	len_orient_para = len(self.orientation_params) #assume even len
2813	#Total num. of angle parameters
2814	if len(self.fittable_param) > 0:
2815	len_orient_para *= 2
2816	#Set the value of checkbox that selected every checkbox or not
2817	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2818	len(self.param_toFit):
2819	self.cb1.SetValue(True)
2820	else:
2821	self.cb1.SetValue(False)
2822
2823
2824
2825	self.save_current_state_fit()
2826	if event !=None:
2827	#self._undo.Enable(True)
2828	## post state to fit panel
2829	event = PageInfoEvent(page = self)
2830	wx.PostEvent(self.parent, event)
2831
2832	param2fit = []
2833	for item in self.param_toFit:
2834	if item[0]:
2835	param2fit.append(item[1])
2836	self.parent._manager.set_param2fit(self.uid, param2fit)
2837
2838	def set_model_param_sizer(self, model):
2839	"""
2840	Build the panel from the model content
2841
2842	:param model: the model selected in combo box for fitting purpose
2843
2844	"""
2845	self.sizer3.Clear(True)
2846	self.parameters = []
2847	self.str_parameters = []
2848	self.param_toFit=[]
2849	self.fittable_param=[]
2850	self.fixed_param=[]
2851	self.orientation_params=[]
2852	self.orientation_params_disp=[]
2853
2854	if model ==None:
2855	self.sizer3.Layout()
2856	self.SetupScrolling()
2857	return
2858	## the panel is drawn using the current value of the fit engine
2859	if self.engine_type==None and self._manager !=None:
2860	self.engine_type= self._manager._return_engine_type()
2861
2862	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2863	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2864	sizer = wx.GridBagSizer(5,5)
2865	## save the current model
2866	self.model = model
2867
2868	keys = self.model.getParamList()
2869	#list of dispersion paramaters
2870	self.disp_list=self.model.getDispParamList()
2871
2872	def custom_compare(a,b):
2873	"""
2874	Custom compare to order, first by alphabets then second by number.
2875	"""
2876	# number at the last digit
2877	a_last = a[len(a)-1]
2878	b_last = b[len(b)-1]
2879	# default
2880	num_a = None
2881	num_b = None
2882	# split the names
2883	a2 = a.lower().split('_')
2884	b2 = b.lower().split('_')
2885	# check length of a2, b2
2886	len_a2 = len(a2)
2887	len_b2 = len(b2)
2888	# check if it contains a int number(<10)
2889	try:
2890	num_a = int(a_last)
2891	except: pass
2892	try:
2893	num_b = int(b_last)
2894	except: pass
2895	# Put 'scale' near the top; happens
2896	# when numbered param name exists
2897	if a == 'scale':
2898	return -1
2899	# both have a number
2900	if num_a != None and num_b != None:
2901	if num_a > num_b: return -1
2902	# same number
2903	elif num_a == num_b:
2904	# different last names
2905	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2906	return -cmp(a2[len_a2-1], b2[len_b2-1])
2907	else:
2908	return cmp(a, b)
2909	else: return 1
2910	# one of them has a number
2911	elif num_a != None: return 1
2912	elif num_b != None: return -1
2913	# no numbers
2914	else: return cmp(a.lower(), b.lower())
2915
2916
2917	keys.sort(custom_compare)
2918
2919	iy = 0
2920	ix = 0
2921	select_text = "Select All"
2922	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2923	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2924	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2925	self.cb1.SetValue(True)
2926
2927	sizer.Add(self.cb1,(iy, ix),(1,1),\
2928	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2929	ix +=1
2930	self.text2_2 = wx.StaticText(self, -1, 'Value')
2931	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2932	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2933	ix +=2
2934	self.text2_3 = wx.StaticText(self, -1, 'Error')
2935	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2936	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2937	if not self.is_mac:
2938	self.text2_3.Hide()
2939	ix +=1
2940	self.text2_min = wx.StaticText(self, -1, 'Min')
2941	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2942	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2943	#self.text2_min.Hide()
2944	ix +=1
2945	self.text2_max = wx.StaticText(self, -1, 'Max')
2946	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2947	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2948	#self.text2_max.Hide()
2949	ix += 1
2950	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2951	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2952	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2953	self.text2_4.Hide()
2954
2955	CHECK_STATE = self.cb1.GetValue()
2956	for item in keys:
2957	if not item in self.disp_list and not item in \
2958	self.model.orientation_params:
2959
2960	##prepare a spot to store errors
2961	if not self.model.details.has_key(item):
2962	self.model.details [item] = ["",None,None]
2963
2964	iy += 1
2965	ix = 0
2966	if (self.model.__class__ in \
2967	self.model_list_box["Multi-Functions"] or \
2968	self.temp_multi_functional)\
2969	and (item in self.model.non_fittable):
2970	non_fittable_name = wx.StaticText(self, -1, item )
2971	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2972	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2973	## add parameter value
2974	ix += 1
2975	value= self.model.getParam(item)
2976	if len(self.model.fun_list) > 0:
2977	num = item.split('_')[1][5:7]
2978	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2979	style=wx.CB_READONLY, name = '%s'% item)
2980	self._set_fun_box_list(fun_box)
2981	fun_box.SetSelection(0)
2982	#self.fun_box.SetToolTipString("A function
2983	# describing the interface")
2984	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2985	else:
2986	fun_box = self.ModelTextCtrl(self, -1,
2987	size=(_BOX_WIDTH,20),
2988	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2989	fun_box.SetToolTipString(\
2990	"Hit 'Enter' after typing to update the plot.")
2991	fun_box.SetValue(format_number(value, True))
2992	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2993	self.str_parameters.append([None,item, fun_box,
2994	None, None, None,
2995	None, None])
2996
2997
2998	else:
2999	## add parameters name with checkbox for selecting to fit
3000	cb = wx.CheckBox(self, -1, item)
3001	cb.SetValue(CHECK_STATE)
3002	cb.SetToolTipString(" Check mark to fit.")
3003	#cb.SetValue(True)
3004	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3005
3006	sizer.Add( cb,( iy, ix),(1,1),
3007	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3008
3009	## add parameter value
3010	ix += 1
3011	value= self.model.getParam(item)
3012	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3013	style=wx.TE_PROCESS_ENTER)
3014	ctl1.SetToolTipString(\
3015	"Hit 'Enter' after typing to update the plot.")
3016	ctl1.SetValue(format_number(value, True))
3017	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3018	## text to show error sign
3019	ix += 1
3020	text2=wx.StaticText(self, -1, '+/-')
3021	sizer.Add(text2,(iy, ix),(1,1),\
3022	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3023	if not self.is_mac:
3024	text2.Hide()
3025	ix += 1
3026	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3027	sizer.Add(ctl2, (iy,ix),(1,1),
3028	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3029	if not self.is_mac:
3030	ctl2.Hide()
3031
3032	ix += 1
3033	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3034	style=wx.TE_PROCESS_ENTER,
3035	text_enter_callback = self._onparamRangeEnter)
3036
3037	sizer.Add(ctl3, (iy,ix),(1,1),
3038	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3039
3040	ix += 1
3041	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3042	style=wx.TE_PROCESS_ENTER,
3043	text_enter_callback = self._onparamRangeEnter)
3044	sizer.Add(ctl4, (iy,ix),(1,1),
3045	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3046
3047	ix +=1
3048	# Units
3049	if self.model.details.has_key(item):
3050	units = wx.StaticText(self, -1,
3051	self.model.details[item][0], style=wx.ALIGN_LEFT)
3052	else:
3053	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3054	sizer.Add(units, (iy,ix),(1,1),
3055	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3056
3057	##[cb state, name, value, "+/-", error of fit, min, max , units]
3058	self.parameters.append([cb,item, ctl1,
3059	text2,ctl2, ctl3, ctl4,units])
3060
3061	iy+=1
3062	sizer.Add((10,10),(iy,ix),(1,1),
3063	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3064
3065	# type can be either Guassian or Array
3066	if len(self.model.dispersion.values())>0:
3067	type= self.model.dispersion.values()[0]["type"]
3068	else:
3069	type = "Gaussian"
3070
3071	iy += 1
3072	ix = 0
3073	#Add tile for orientational angle
3074	for item in keys:
3075	if item in self.model.orientation_params:
3076	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3077	sizer.Add(orient_angle,(iy, ix),(1,1),
3078	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3079	if not self.data.__class__.__name__ == "Data2D" and \
3080	not self.enable2D:
3081	orient_angle.Hide()
3082	else:
3083	orient_angle.Show(True)
3084	break
3085
3086	#For Gaussian only
3087	if type.lower() != "array":
3088	for item in self.model.orientation_params:
3089	if not item in self.disp_list:
3090	##prepare a spot to store min max
3091	if not self.model.details.has_key(item):
3092	self.model.details [item] = ["",None,None]
3093
3094	iy += 1
3095	ix = 0
3096	## add parameters name with checkbox for selecting to fit
3097	cb = wx.CheckBox(self, -1, item )
3098	cb.SetValue(CHECK_STATE)
3099	cb.SetToolTipString("Check mark to fit")
3100	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3101	if self.data.__class__.__name__ == "Data2D" or \
3102	self.enable2D:
3103	cb.Show(True)
3104	else:
3105	cb.Hide()
3106	sizer.Add( cb,( iy, ix),(1,1),
3107	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3108
3109	## add parameter value
3110	ix += 1
3111	value= self.model.getParam(item)
3112	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3113	style=wx.TE_PROCESS_ENTER)
3114	ctl1.SetToolTipString(\
3115	"Hit 'Enter' after typing to update the plot.")
3116	ctl1.SetValue(format_number(value, True))
3117	if self.data.__class__.__name__ == "Data2D" or \
3118	self.enable2D:
3119	ctl1.Show(True)
3120	else:
3121	ctl1.Hide()
3122	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3123	## text to show error sign
3124	ix += 1
3125	text2=wx.StaticText(self, -1, '+/-')
3126	sizer.Add(text2,(iy, ix),(1,1),\
3127	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3128
3129	text2.Hide()
3130	ix += 1
3131	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3132	sizer.Add(ctl2, (iy,ix),(1,1),
3133	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3134
3135	ctl2.Hide()
3136
3137
3138	ix += 1
3139	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3140	style=wx.TE_PROCESS_ENTER,
3141	text_enter_callback = self._onparamRangeEnter)
3142
3143	sizer.Add(ctl3, (iy,ix),(1,1),
3144	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3145	ctl3.Hide()
3146
3147	ix += 1
3148	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3149	style=wx.TE_PROCESS_ENTER,
3150	text_enter_callback = self._onparamRangeEnter)
3151	sizer.Add(ctl4, (iy,ix),(1,1),
3152	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3153
3154	ctl4.Hide()
3155
3156	if self.data.__class__.__name__ == "Data2D" or \
3157	self.enable2D:
3158	if self.is_mac:
3159	text2.Show(True)
3160	ctl2.Show(True)
3161	ctl3.Show(True)
3162	ctl4.Show(True)
3163
3164	ix +=1
3165	# Units
3166	if self.model.details.has_key(item):
3167	units = wx.StaticText(self, -1,
3168	self.model.details[item][0],
3169	style=wx.ALIGN_LEFT)
3170	else:
3171	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3172	if self.data.__class__.__name__ == "Data2D" or \
3173	self.enable2D:
3174	units.Show(True)
3175
3176	else:
3177	units.Hide()
3178
3179	sizer.Add(units, (iy,ix),(1,1),
3180	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3181
3182	##[cb state, name, value, "+/-", error of fit,min,max,units]
3183	self.parameters.append([cb,item, ctl1,
3184	text2,ctl2, ctl3, ctl4,units])
3185	self.orientation_params.append([cb,item, ctl1,
3186	text2,ctl2, ctl3, ctl4,units])
3187
3188	iy+=1
3189
3190	#Display units text on panel
3191	for item in keys:
3192	if self.model.details.has_key(item):
3193	self.text2_4.Show()
3194	#Fill the list of fittable parameters
3195	self.get_all_checked_params()
3196	self.save_current_state_fit()
3197	boxsizer1.Add(sizer)
3198	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3199	self.sizer3.Layout()
3200	self.Layout()
3201	#self.Refresh()
3202
3203	def on_right_down(self, event):
3204	"""
3205	Get key stroke event
3206	"""
3207	if self.data == None:
3208	return
3209	# Figuring out key combo: Cmd for copy, Alt for paste
3210	if event.AltDown() and event.ShiftDown():
3211	self._manager.show_ftol_dialog()
3212	flag = True
3213	elif event.AltDown() or event.ShiftDown():
3214	flag = False
3215	else:
3216	return
3217	# make event free
3218	event.Skip()
3219	# messages depending on the flag
3220	if not flag:
3221	msg = " Could not open ftol dialog;"
3222	msg += " Check if the Scipy fit engine is selected in the menubar."
3223	infor = 'warning'
3224	# inform msg to wx
3225	wx.PostEvent( self.parent.parent,
3226	StatusEvent(status= msg, info=infor))
3227
3228
3229	def _onModel2D(self, event):
3230	"""
3231	toggle view of model from 1D to 2D or 2D from 1D
3232	"""
3233	if self.model_view.GetLabelText() == "Show 2D":
3234	self.model_view.SetLabel("Show 1D")
3235	self.enable2D = True
3236
3237	else:
3238	self.model_view.SetLabel("Show 2D")
3239	self.enable2D = False
3240	self.Show(False)
3241	self.create_default_data()
3242	self._manager.store_data(self.uid, data_list=[self.data])
3243
3244	self.set_model_param_sizer(self.model)
3245	self._set_sizer_dispersion()
3246	self._set_weight(is_2D= self.enable2D)
3247	self._set_smear_buttons()
3248	self.Show(True)
3249	self.SetupScrolling()
3250	self._draw_model()
3251
3252	self.state.enable2D = copy.deepcopy(self.enable2D)
3253
3254	def _set_smear_buttons(self):
3255	"""
3256	Set semarer radio buttons
3257	"""
3258	# more disables for 2D
3259	if self.data.__class__.__name__ == "Data2D" or \
3260	self.enable2D:
3261	self.slit_smearer.Disable()
3262	self.pinhole_smearer.Enable(True)
3263	self.default_mask = copy.deepcopy(self.data.mask)
3264	else:
3265	self.slit_smearer.Enable(True)
3266	self.pinhole_smearer.Enable(True)
3267
3268
3269	class BGTextCtrl(wx.TextCtrl):
3270	"""
3271	Text control used to display outputs.
3272	No editing allowed. The background is
3273	grayed out. User can't select text.
3274	"""
3275	def __init__(self, args, *kwds):
3276	wx.TextCtrl.__init__(self, args, *kwds)
3277	self.SetEditable(False)
3278	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3279
3280	# Bind to mouse event to avoid text highlighting
3281	# The event will be skipped once the call-back
3282	# is called.
3283	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3284
3285	def _click(self, event):
3286	"""
3287	Prevent further handling of the mouse event
3288	by not calling Skip().
3289	"""
3290	pass
3291

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ d40038e

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