fitpage.py @ db8590a

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 db8590a was db8590a, checked in by Jae Cho <jhjcho@…>, 13 years ago
custom smear bug fixed
Property mode set to `100644`
File size: 134.5 KB

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

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ db8590a

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