fitpage.py @ e1bc51d

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 e1bc51d was 48f4467, checked in by Jae Cho <jhjcho@…>, 13 years ago
more fix on stop button
Property mode set to `100644`
File size: 134.8 KB

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

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ e1bc51d

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