fitpage.py @ 9e91546

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 9e91546 was 14cd6b92, checked in by Mathieu Doucet <doucetm@…>, 13 years ago
Fixing code style problems and bugs
Property mode set to `100644`
File size: 135.4 KB

Line
1	"""
2	FitPanel class contains fields allowing to display results when
3	fitting a model and one data
4	"""
5	import sys
6	import wx
7	import wx.lib.newevent
8	import numpy
9	import copy
10	import math
11	import time
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.events import NewPlotEvent
14	from sans.guiframe.dataFitting import check_data_validity
15	from sans.guiframe.utils import format_number
16	from sans.guiframe.utils import check_float
17
18	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
19	_BOX_WIDTH = 76
20	_DATA_BOX_WIDTH = 300
21	SMEAR_SIZE_L = 0.00
22	SMEAR_SIZE_H = 0.00
23
24	from basepage import BasicPage
25	from basepage import PageInfoEvent
26	from sans.models.qsmearing import smear_selection
27
28	class FitPage(BasicPage):
29	"""
30	FitPanel class contains fields allowing to display results when
31	fitting a model and one data
32
33	:note: For Fit to be performed the user should check at least one parameter
34	on fit Panel window.
35	"""
36
37	def __init__(self, parent, color='rand'):
38	"""
39	Initialization of the Panel
40	"""
41	BasicPage.__init__(self, parent, color=color)
42
43	## draw sizer
44	self._fill_data_sizer()
45	self.is_2D = None
46	self.fit_started = False
47	self.weightbt_string = None
48	self.m_name = None
49	# get smear info from data
50	self._get_smear_info()
51	self._fill_model_sizer( self.sizer1)
52	self._get_defult_custom_smear()
53	self._fill_range_sizer()
54	self._set_smear(self.data)
55	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
56	# bind key event
57	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
58	self._set_bookmark_flag(False)
59	self._set_save_flag(False)
60	self._set_preview_flag(False)
61	self._set_copy_flag(False)
62	self._set_paste_flag(False)
63	self.btFit.SetFocus()
64	self.enable_fit_button()
65	self.fill_data_combobox(data_list=self.data_list)
66	#create a default data for an empty panel
67	self.create_default_data()
68
69	def enable_fit_button(self):
70	"""
71	Enable fit button if data is valid and model is valid
72	"""
73	flag = check_data_validity(self.data) & (self.model is not None)
74	self.btFit.Enable(flag)
75
76	def _fill_data_sizer(self):
77	"""
78	fill sizer 0 with data info
79	"""
80	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
81	if check_data_validity(self.data):
82	dname_color = wx.BLUE
83	else:
84	dname_color = wx.RED
85	self.data_box_description.SetForegroundColour(dname_color)
86	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
87	#----------------------------------------------------------
88	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
89	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
90	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
91	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
92	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
93	sizer_data.Add(self.dataSource)
94	sizer_data.Add( (0, 5) )
95	boxsizer1.Add(sizer_data, 0, wx.ALL, 10)
96	self.sizer0.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
97	self.sizer0.Layout()
98
99	def enable_datasource(self):
100	"""
101	Enable or disable data source control depending on existing data
102	"""
103	if not self.data_list:
104	self.dataSource.Disable()
105	else:
106	self.dataSource.Enable()
107
108	def fill_data_combobox(self, data_list):
109	"""
110	Get a list of data and fill the corresponding combobox
111	"""
112	self.dataSource.Clear()
113	self.data_list = data_list
114	self.enable_datasource()
115	if len(data_list) > 0:
116	#find the maximum range covering all data
117	qmin, qmax, npts = self.compute_data_set_range(data_list)
118	self.qmin_data_set = qmin
119	self.qmax_data_set = qmax
120	self.npts_data_set = npts
121
122	self.qmin.SetValue(str(self.qmin_data_set))
123	self.qmax.SetValue(str(self.qmax_data_set))
124	self.qmin.SetBackgroundColour("white")
125	self.qmax.SetBackgroundColour("white")
126	self.qmin_x = self.qmin_data_set
127	self.qmax_x = self.qmax_data_set
128	self.state.qmin = self.qmin_x
129	self.state.qmax = self.qmax_x
130	is_data = False
131	for data in self.data_list:
132	if data is not None:
133	self.dataSource.Append(str(data.name), clientData=data)
134	if not is_data:
135	is_data = check_data_validity(data)
136	self.dataSource.SetSelection(0)
137	self.on_select_data(event=None)
138
139	def on_select_data(self, event=None):
140	"""
141	"""
142	if event is None and self.dataSource.GetCount() > 0:
143	data = self.dataSource.GetClientData(0)
144	self.set_data(data)
145	elif self.dataSource.GetCount() > 0:
146	pos = self.dataSource.GetSelection()
147	data = self.dataSource.GetClientData(pos)
148	self.set_data(data)
149
150
151
152	def _on_fit_complete(self):
153	"""
154	When fit is complete ,reset the fit button label.
155	"""
156	self.btFit.SetLabel("Fit")
157
158	def _is_2D(self):
159	"""
160	Check if data_name is Data2D
161
162	:return: True or False
163
164	"""
165	if self.data.__class__.__name__ == "Data2D" or \
166	self.enable2D:
167	return True
168	return False
169
170	def _on_engine_change(self, name):
171	"""
172	get the current name of the fit engine type
173	and update the panel accordingly
174	"""
175
176	self.engine_type = str(name)
177	self.state.engine_type = self.engine_type
178	if not self.is_mac:
179	if len(self.parameters) == 0:
180	self.Layout()
181	return
182	self.Layout()
183	self.Refresh()
184
185
186
187	def _fill_range_sizer(self):
188	"""
189	Fill the sizer containing the plotting range
190	add access to npts
191	"""
192	is_2Ddata = False
193
194	# Check if data is 2D
195	if self.data.__class__.__name__ == "Data2D" or \
196	self.enable2D:
197	is_2Ddata = True
198
199	title = "Fitting"
200	#smear messages & titles
201	smear_message_none = "No smearing is selected..."
202	smear_message_dqdata = "The dQ data is being used for smearing..."
203	smear_message_2d = \
204	"Higher accuracy is very time-expensive. Use it with care..."
205	smear_message_new_ssmear = \
206	"Please enter only the value of interest to customize smearing..."
207	smear_message_new_psmear = \
208	"Please enter both; the dQ will be generated by interpolation..."
209	smear_message_2d_x_title = "<dQp>[1/A]:"
210	smear_message_2d_y_title = "<dQs>[1/A]:"
211	smear_message_pinhole_min_title = "dQ_low[1/A]:"
212	smear_message_pinhole_max_title = "dQ_high[1/A]:"
213	smear_message_slit_height_title = "Slit height[1/A]:"
214	smear_message_slit_width_title = "Slit width[1/A]:"
215
216	self._get_smear_info()
217
218	#Sizers
219	box_description_range = wx.StaticBox(self, -1, str(title))
220	box_description_range.SetForegroundColour(wx.BLUE)
221	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
222	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
223	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
224	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
225	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
226	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
227	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
228	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
229	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
230
231	weighting_set_box= wx.StaticBox(self, -1,\
232	'Set Weighting by Selecting dI Source')
233	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
234	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
235	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
236	#Filling the sizer containing weighting info.
237	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
238	style=wx.RB_GROUP)
239	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
240	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
241	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
242	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
243	id=self.dI_noweight.GetId())
244	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
245	id=self.dI_didata.GetId())
246	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
247	id=self.dI_sqrdata.GetId())
248	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
249	id=self.dI_idata.GetId())
250	self.dI_didata.SetValue(True)
251	# add 4 types of weighting to the sizer
252	sizer_weighting.Add( self.dI_noweight, 0, wx.LEFT, 10)
253	sizer_weighting.Add((14, 10))
254	sizer_weighting.Add( self.dI_didata)
255	sizer_weighting.Add((14, 10))
256	sizer_weighting.Add( self.dI_sqrdata)
257	sizer_weighting.Add((14, 10))
258	sizer_weighting.Add( self.dI_idata)
259	sizer_weighting.Add((10, 10))
260	self.dI_noweight.Enable(False)
261	self.dI_didata.Enable(False)
262	self.dI_sqrdata.Enable(False)
263	self.dI_idata.Enable(False)
264	weighting_box.Add(sizer_weighting)
265
266	sizer_fit = wx.GridSizer(2, 4, 2, 6)
267
268	# combobox for smear2d accuracy selection
269	self.smear_accuracy = wx.ComboBox(self, -1, size=(50, -1),
270	style=wx.CB_READONLY)
271	self._set_accuracy_list()
272	self.smear_accuracy.SetValue(self.smear2d_accuracy)
273	self.smear_accuracy.SetSelection(0)
274	self.smear_accuracy.SetToolTipString(\
275	"'Higher' uses more Gaussian points for smearing computation.")
276
277	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
278
279	#Fit button
280	self.btFit = wx.Button(self, wx.NewId(),'Fit', size=(88, 25))
281	self.default_bt_colour = self.btFit.GetDefaultAttributes()
282	self.btFit.Bind(wx.EVT_BUTTON, self._onFit, id= self.btFit.GetId())
283	self.btFit.SetToolTipString("Start fitting.")
284
285	#textcntrl for custom resolution
286	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
287	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
288	text_enter_callback = self.onPinholeSmear)
289	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
290	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
291	text_enter_callback = self.onPinholeSmear)
292	self.smear_slit_height= self.ModelTextCtrl(self, -1,
293	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
294	text_enter_callback = self.onSlitSmear)
295	self.smear_slit_width = self.ModelTextCtrl(self, -1,
296	size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
297	text_enter_callback = self.onSlitSmear)
298
299	## smear
300	self.smear_data_left= BGTextCtrl(self, -1,
301	size=(_BOX_WIDTH-25, 20), style=0)
302	self.smear_data_left.SetValue(str(self.dq_l))
303	self.smear_data_right = BGTextCtrl(self, -1,
304	size=(_BOX_WIDTH-25, 20), style=0)
305	self.smear_data_right.SetValue(str(self.dq_r))
306
307	#set default values for smear
308	self.smear_pinhole_max.SetValue(str(self.dx_max))
309	self.smear_pinhole_min.SetValue(str(self.dx_min))
310	self.smear_slit_height.SetValue(str(self.dxl))
311	self.smear_slit_width.SetValue(str(self.dxw))
312
313	#Filling the sizer containing instruments smearing info.
314	self.disable_smearer = wx.RadioButton(self, -1,
315	'None', style=wx.RB_GROUP)
316	self.enable_smearer = wx.RadioButton(self, -1,
317	'Use dQ Data')
318	#self.enable_smearer.SetToolTipString(
319	#"Click to use the loaded dQ data for smearing.")
320	self.pinhole_smearer = wx.RadioButton(self, -1,
321	'Custom Pinhole Smear')
322	#self.pinhole_smearer.SetToolTipString
323	#("Click to input custom resolution for pinhole smearing.")
324	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
325	#self.slit_smearer.SetToolTipString
326	#("Click to input custom resolution for slit smearing.")
327	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
328	id=self.disable_smearer.GetId())
329	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
330	id=self.enable_smearer.GetId())
331	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
332	id=self.pinhole_smearer.GetId())
333	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
334	id=self.slit_smearer.GetId())
335	self.disable_smearer.SetValue(True)
336
337	# add 4 types of smearing to the sizer
338	sizer_smearer.Add( self.disable_smearer, 0, wx.LEFT, 10)
339	sizer_smearer.Add((10, 10))
340	sizer_smearer.Add( self.enable_smearer)
341	sizer_smearer.Add((10, 10))
342	sizer_smearer.Add( self.pinhole_smearer )
343	sizer_smearer.Add((10, 10))
344	sizer_smearer.Add( self.slit_smearer )
345	sizer_smearer.Add((10, 10))
346
347	# StaticText for chi2, N(for fitting), Npts
348	self.tcChi = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
349	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
350	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
351	self.Npts_fit.SetToolTipString(\
352	" Npts : number of points selected for fitting")
353	self.Npts_total = self.ModelTextCtrl(self, -1,
354	size=(_BOX_WIDTH, 20),
355	style=wx.TE_PROCESS_ENTER,
356	text_enter_callback=self._onQrangeEnter)
357	self.Npts_total.SetValue(format_number(self.npts_x))
358	self.Npts_total.SetToolTipString(\
359	" Total Npts : total number of data points")
360
361	# Update and Draw button
362	self.draw_button = wx.Button(self,wx.NewId(), 'Compute', size=(88,24))
363	self.draw_button.Bind(wx.EVT_BUTTON, \
364	self._onDraw,id = self.draw_button.GetId())
365	self.draw_button.SetToolTipString("Compute and Draw.")
366
367	box_description_1= wx.StaticText(self, -1, ' Chi2/Npts')
368	box_description_2= wx.StaticText(self, -1, 'Npts(Fit)')
369	box_description_3= wx.StaticText(self, -1, 'Total Npts')
370	box_description_3.SetToolTipString( \
371	" Total Npts : total number of data points")
372	#box_description_4= wx.StaticText(self, -1,' ')
373
374
375	sizer_fit.Add(box_description_1, 0, 0)
376	sizer_fit.Add(box_description_2, 0, 0)
377	sizer_fit.Add(box_description_3, 0, 0)
378	sizer_fit.Add(self.draw_button, 0, 0)
379	sizer_fit.Add(self.tcChi, 0, 0)
380	sizer_fit.Add(self.Npts_fit, 0, 0)
381	sizer_fit.Add(self.Npts_total, 0, 0)
382	sizer_fit.Add(self.btFit, 0, 0)
383
384	# StaticText for smear
385	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
386	self.smear_description_none = wx.StaticText(self, -1,
387	smear_message_none , style=wx.ALIGN_LEFT)
388	self.smear_description_dqdata = wx.StaticText(self,
389	-1, smear_message_dqdata , style=wx.ALIGN_LEFT)
390	self.smear_description_type = wx.StaticText(self,
391	-1, "Type:" , style=wx.ALIGN_LEFT)
392	self.smear_description_accuracy_type = wx.StaticText(self, -1,
393	"Accuracy:" , style=wx.ALIGN_LEFT)
394	self.smear_description_smear_type = BGTextCtrl(self, -1,
395	size=(57,20), style=0)
396	self.smear_description_smear_type.SetValue(str(self.dq_l))
397	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
398	self.smear_description_2d = wx.StaticText(self, -1,
399	smear_message_2d , style=wx.ALIGN_LEFT)
400	self.smear_message_new_s = wx.StaticText(self, -1,
401	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
402	self.smear_message_new_p = wx.StaticText(self, -1,
403	smear_message_new_psmear , style=wx.ALIGN_LEFT)
404	self.smear_description_2d_x = wx.StaticText(self, -1,
405	smear_message_2d_x_title , style=wx.ALIGN_LEFT)
406	self.smear_description_2d_x.SetToolTipString(\
407	" dQp(parallel) in q_r direction.")
408	self.smear_description_2d_y = wx.StaticText(self, -1,
409	smear_message_2d_y_title , style=wx.ALIGN_LEFT)
410	self.smear_description_2d_y.SetToolTipString(\
411	" dQs(perpendicular) in q_phi direction.")
412	self.smear_description_pin_min = wx.StaticText(self, -1,
413	smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
414	self.smear_description_pin_max = wx.StaticText(self, -1,
415	smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
416	self.smear_description_slit_height = wx.StaticText(self, -1,
417	smear_message_slit_height_title , style=wx.ALIGN_LEFT)
418	self.smear_description_slit_width = wx.StaticText(self, -1,
419	smear_message_slit_width_title , style=wx.ALIGN_LEFT)
420
421	#arrange sizers
422	#boxsizer1.Add( self.tcChi )
423	self.sizer_set_smearer.Add(sizer_smearer )
424	self.sizer_set_smearer.Add((10,10))
425	self.sizer_set_smearer.Add( self.smear_description_none,
426	0, wx.CENTER, 10 )
427	self.sizer_set_smearer.Add( self.smear_description_dqdata,
428	0, wx.CENTER, 10 )
429	self.sizer_set_smearer.Add( self.smear_description_2d,
430	0, wx.CENTER, 10 )
431	self.sizer_new_smear.Add( self.smear_description_type,
432	0, wx.CENTER, 10 )
433	self.sizer_new_smear.Add( self.smear_description_accuracy_type,
434	0, wx.CENTER, 10 )
435	self.sizer_new_smear.Add( self.smear_accuracy )
436	self.sizer_new_smear.Add( self.smear_description_smear_type,
437	0, wx.CENTER, 10 )
438	self.sizer_new_smear.Add((15,-1))
439	self.sizer_new_smear.Add( self.smear_description_2d_x,
440	0, wx.CENTER, 10 )
441	self.sizer_new_smear.Add( self.smear_description_pin_min,
442	0, wx.CENTER, 10 )
443	self.sizer_new_smear.Add( self.smear_description_slit_height,
444	0, wx.CENTER, 10 )
445
446	self.sizer_new_smear.Add( self.smear_pinhole_min,
447	0, wx.CENTER, 10 )
448	self.sizer_new_smear.Add( self.smear_slit_height,
449	0, wx.CENTER, 10 )
450	self.sizer_new_smear.Add( self.smear_data_left,
451	0, wx.CENTER, 10 )
452	self.sizer_new_smear.Add((20,-1))
453	self.sizer_new_smear.Add( self.smear_description_2d_y,
454	0, wx.CENTER, 10 )
455	self.sizer_new_smear.Add( self.smear_description_pin_max,
456	0, wx.CENTER, 10 )
457	self.sizer_new_smear.Add( self.smear_description_slit_width,
458	0, wx.CENTER, 10 )
459
460	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
461	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
462	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
463
464	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
465	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
466	self.sizer_set_smearer.Add((5,2))
467	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
468
469	# add all to chi2 sizer
470	sizer_smearer_box.Add(self.sizer_set_smearer)
471	sizer_chi2.Add(sizer_smearer_box)
472	sizer_chi2.Add((-1,5))
473	sizer_chi2.Add(weighting_box)
474	sizer_chi2.Add((-1,5))
475
476	# hide all smear messages and textctrl
477	self._hide_all_smear_info()
478
479	# get smear_selection
480	self.current_smearer= smear_selection( self.data, self.model )
481
482	# Show only the relevant smear messages, etc
483	if self.current_smearer == None:
484	if not is_2Ddata:
485	self.smear_description_none.Show(True)
486	self.enable_smearer.Disable()
487	else:
488	self.smear_description_none.Show(True)
489	#self.smear_description_2d.Show(True)
490	#self.pinhole_smearer.Disable()
491	self.slit_smearer.Disable()
492	#self.enable_smearer.Disable()
493	if self.data == None:
494	self.slit_smearer.Disable()
495	self.pinhole_smearer.Disable()
496	self.enable_smearer.Disable()
497	else: self._show_smear_sizer()
498	boxsizer_range.Add(self.sizer_set_masking)
499	#2D data? default
500	is_2Ddata = False
501
502	#check if it is 2D data
503	if self.data.__class__.__name__ == "Data2D" or \
504	self.enable2D:
505	is_2Ddata = True
506
507	self.sizer5.Clear(True)
508
509	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
510	style=wx.TE_PROCESS_ENTER,
511	text_enter_callback = self._onQrangeEnter)
512	self.qmin.SetValue(str(self.qmin_x))
513	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
514
515	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
516	style=wx.TE_PROCESS_ENTER,
517	text_enter_callback=self._onQrangeEnter)
518	self.qmax.SetValue(str(self.qmax_x))
519	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
520	"""
521	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
522	style=wx.TE_PROCESS_ENTER,
523	text_enter_callback=self._onQrangeEnter)
524	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
525	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
526	"""
527	id = wx.NewId()
528	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
529
530	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
531	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
532
533	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
534	sizer= wx.GridSizer(2, 4, 2, 6)
535
536	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
537	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
538	self.btEditMask.SetToolTipString("Edit Mask.")
539	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
540
541	sizer.Add(wx.StaticText(self, -1, ' Q range'))
542	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
543	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
544	sizer.Add(self.EditMask_title)
545	#sizer.Add(wx.StaticText(self, -1, ''))
546	sizer.Add(self.reset_qrange)
547	sizer.Add(self.qmin)
548	sizer.Add(self.qmax)
549	#sizer.Add(self.theory_npts_tcrtl)
550	sizer.Add(self.btEditMask)
551	boxsizer_range.Add(sizer_chi2)
552	boxsizer_range.Add((10,10))
553	boxsizer_range.Add(sizer)
554
555	boxsizer_range.Add((10,15))
556	boxsizer_range.Add(sizer_fit)
557	if is_2Ddata:
558	self.btEditMask.Enable()
559	self.EditMask_title.Enable()
560	else:
561	self.btEditMask.Disable()
562	self.EditMask_title.Disable()
563	## save state
564	self.save_current_state()
565	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
566	self.sizer5.Layout()
567
568
569	def _fill_model_sizer(self, sizer):
570	"""
571	fill sizer containing model info
572	"""
573	##Add model function Details button in fitpanel.
574	##The following 3 lines are for Mac. Let JHC know before modifying...
575	title = "Model"
576	self.formfactorbox = None
577	self.multifactorbox = None
578	self.mbox_description= wx.StaticBox(self, -1,str(title))
579	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
580	self.mbox_description.SetForegroundColour(wx.RED)
581	id = wx.NewId()
582	self.model_help =wx.Button(self,id,'Details', size=(80,23))
583	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
584	self.model_help.SetToolTipString("Model Function Help")
585	id = wx.NewId()
586	self.model_view = wx.Button(self, id,"Show 2D", size=(80, 23))
587	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
588	hint = "toggle view of model from 1D to 2D or 2D to 1D"
589	self.model_view.SetToolTipString(hint)
590
591	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
592	style=wx.RB_GROUP)
593	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
594	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
595	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
596
597	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
598	id= self.shape_rbutton.GetId())
599	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
600	id= self.shape_indep_rbutton.GetId())
601	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
602	id= self.struct_rbutton.GetId())
603	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
604	id= self.plugin_rbutton.GetId())
605	#MAC needs SetValue
606	self.shape_rbutton.SetValue(True)
607
608	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
609	sizer_radiobutton.Add(self.shape_rbutton)
610	sizer_radiobutton.Add(self.shape_indep_rbutton)
611	#sizer_radiobutton.Add((5, 5))
612	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
613	sizer_radiobutton.Add(self.plugin_rbutton)
614	sizer_radiobutton.Add(self.struct_rbutton)
615	#sizer_radiobutton.Add((5, 5))
616	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
617
618	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
619	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
620
621	self.text1 = wx.StaticText(self,-1,"" )
622	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
623	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
624	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
625	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
626	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
627
628	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
629	if self.model!= None:
630	self.formfactorbox.SetValue(self.model.name)
631	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
632	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
633	self.initialize_combox()
634	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
635
636	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
637	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
638	## check model type to show sizer
639	if self.model !=None:
640	self._set_model_sizer_selection(self.model)
641
642	sizer_selection.Add(self.text1)
643	sizer_selection.Add((5, 5))
644	sizer_selection.Add(self.formfactorbox)
645	sizer_selection.Add((5, 5))
646	sizer_selection.Add(self.text2)
647	sizer_selection.Add((5, 5))
648	sizer_selection.Add(self.structurebox)
649
650	mutifactor_selection.Add((10,5))
651	mutifactor_selection.Add(self.mutifactor_text)
652	mutifactor_selection.Add(self.multifactorbox)
653	mutifactor_selection.Add((5, 5))
654	mutifactor_selection.Add(self.mutifactor_text1)
655	mutifactor_selection.Add((10, 5))
656	mutifactor_selection.Add(self.show_sld_button)
657
658
659	boxsizer1.Add(sizer_radiobutton)
660	boxsizer1.Add((10, 10))
661	boxsizer1.Add(sizer_selection)
662	boxsizer1.Add((10, 10))
663	boxsizer1.Add(mutifactor_selection)
664
665	self._set_multfactor_combobox()
666	self.multifactorbox.SetSelection(1)
667	self.show_sld_button.Hide()
668	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
669	sizer.Layout()
670
671	def _set_sizer_dispersion(self):
672	"""
673	draw sizer with gaussian dispersity parameters
674	"""
675	self.fittable_param=[]
676	self.fixed_param=[]
677	self.orientation_params_disp=[]
678
679	self.sizer4_4.Clear(True)
680	if self.model==None:
681	##no model is selected
682	return
683	if not self.enable_disp.GetValue():
684	## the user didn't select dispersity display
685	return
686
687	self._reset_dispersity()
688
689	## fill a sizer with the combobox to select dispersion type
690	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
691	model_disp = wx.StaticText(self, -1, 'Function')
692	CHECK_STATE = self.cb1.GetValue()
693	import sans.models.dispersion_models
694	self.polydisp= sans.models.dispersion_models.models
695
696	ix = 0
697	iy = 0
698	disp = wx.StaticText(self, -1, ' ')
699	self.sizer4_4.Add(disp,( iy, ix),(1,1),
700	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
701	ix += 1
702	values = wx.StaticText(self, -1, 'PD[ratio]')
703	polytext = "Polydispersity (= STD/mean); "
704	polytext += "the standard deviation over the mean value."
705	values.SetToolTipString(polytext)
706
707	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
708	0)
709	ix +=2
710	if self.is_mac:
711	err_text = 'Error'
712	else:
713	err_text = ''
714	self.text_disp_1 = wx.StaticText(self, -1, err_text)
715	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
716	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
717
718
719	ix +=1
720	self.text_disp_min = wx.StaticText(self, -1, 'Min')
721	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
722	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
723
724	ix +=1
725	self.text_disp_max = wx.StaticText(self, -1, 'Max')
726	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
727	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
728
729	ix += 1
730	npts = wx.StaticText(self, -1, 'Npts')
731	npts.SetToolTipString("Number of sampling points for the numerical\n\
732	integration over the distribution function.")
733	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
734	ix += 1
735	nsigmas = wx.StaticText(self, -1, 'Nsigs')
736	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
737	of the distribution function will be used for weighting. \n\
738	The value '3' covers 99.5% for Gaussian distribution \n\
739	function. Note: Not recommended to change this value.")
740	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
741	0)
742	ix +=1
743	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
744	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
745
746	if self.engine_type=="park":
747	self.text_disp_max.Show(True)
748	self.text_disp_min.Show(True)
749
750	for item in self.model.dispersion.keys():
751	if not item in self.model.orientation_params:
752	if not self.disp_cb_dict.has_key(item):
753	self.disp_cb_dict[item]= None
754	name0="Distribution of " + item
755	name1=item+".width"
756	name2=item+".npts"
757	name3=item+".nsigmas"
758	if not self.model.details.has_key(name1):
759	self.model.details [name1] = ["",None,None]
760
761	iy += 1
762	for p in self.model.dispersion[item].keys():
763
764	if p=="width":
765	ix = 0
766	cb = wx.CheckBox(self, -1, name0, (10, 10))
767	cb.SetValue(CHECK_STATE)
768	cb.SetToolTipString("Check mark to fit")
769	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
770	self.sizer4_4.Add( cb,( iy, ix),(1,1),
771	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
772	5)
773	ix = 1
774	value= self.model.getParam(name1)
775	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
776	,style=wx.TE_PROCESS_ENTER)
777	ctl1.SetLabel('PD[ratio]')
778	poly_text = "Polydispersity (STD/mean) of %s\n" % item
779	poly_text += "STD: the standard deviation"
780	poly_text += " from the mean value."
781	ctl1.SetToolTipString(poly_text)
782	ctl1.SetValue(str (format_number(value, True)))
783	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
784	## text to show error sign
785	ix = 2
786	text2=wx.StaticText(self, -1, '+/-')
787	self.sizer4_4.Add(text2,(iy, ix),(1,1),
788	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
789	if not self.is_mac:
790	text2.Hide()
791
792	ix = 3
793	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
794	style=0)
795
796	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
797	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
798	if not self.is_mac:
799	ctl2.Hide()
800
801	ix = 4
802	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
803	20), style=wx.TE_PROCESS_ENTER,
804	text_enter_callback = self._onparamRangeEnter)
805
806	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
807	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
808
809
810	ix = 5
811	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
812	20), style=wx.TE_PROCESS_ENTER,
813	text_enter_callback = self._onparamRangeEnter)
814
815	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
816	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
817
818
819	if self.engine_type=="park":
820	ctl3.Show(True)
821	ctl4.Show(True)
822
823	elif p=="npts":
824	ix = 6
825	value= self.model.getParam(name2)
826	Tctl = self.ModelTextCtrl(self, -1,
827	size=(_BOX_WIDTH/2.2,20),
828	style=wx.TE_PROCESS_ENTER)
829
830	Tctl.SetValue(str (format_number(value)))
831	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
832	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
833	self.fixed_param.append([None,name2, Tctl,None,None,
834	None, None,None])
835	elif p=="nsigmas":
836	ix = 7
837	value= self.model.getParam(name3)
838	Tct2 = self.ModelTextCtrl(self, -1,
839	size=(_BOX_WIDTH/2.2,20),
840	style=wx.TE_PROCESS_ENTER)
841
842	Tct2.SetValue(str (format_number(value)))
843	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
844	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
845	#ix +=1
846	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
847	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
848
849	self.fixed_param.append([None, name3, Tct2,
850	None, None, None,
851	None, None])
852
853
854	ix = 8
855	disp_box = wx.ComboBox(self, -1,size=(65,-1),
856	style=wx.CB_READONLY, name = '%s'% name1)
857	for key, value in self.polydisp.iteritems():
858	name_disp = str(key)
859	disp_box.Append(name_disp,value)
860	disp_box.SetStringSelection("gaussian")
861	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
862	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
863	self.fittable_param.append([cb,name1,ctl1,text2,
864	ctl2, ctl3, ctl4, disp_box])
865
866	ix =0
867	iy +=1
868	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
869	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
870	first_orient = True
871	for item in self.model.dispersion.keys():
872	if item in self.model.orientation_params:
873	if not self.disp_cb_dict.has_key(item):
874	self.disp_cb_dict[item]= None
875	name0="Distribution of " + item
876	name1=item+".width"
877	name2=item+".npts"
878	name3=item+".nsigmas"
879
880	if not self.model.details.has_key(name1):
881	self.model.details [name1] = ["",None,None]
882
883
884	iy += 1
885	for p in self.model.dispersion[item].keys():
886
887	if p=="width":
888	ix = 0
889	cb = wx.CheckBox(self, -1, name0, (10, 10))
890	cb.SetValue(CHECK_STATE)
891	cb.SetToolTipString("Check mark to fit")
892	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
893	self.sizer4_4.Add( cb,( iy, ix),(1,1),
894	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
895	5)
896	if self.data.__class__.__name__ == "Data2D" or \
897	self.enable2D:
898	cb.Show(True)
899	elif cb.IsShown():
900	cb.Hide()
901	ix = 1
902	value= self.model.getParam(name1)
903	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
904	20),style=wx.TE_PROCESS_ENTER)
905	poly_tip = "Absolute Sigma for %s." % item
906	ctl1.SetToolTipString(poly_tip)
907	ctl1.SetValue(str (format_number(value, True)))
908	if self.data.__class__.__name__ == "Data2D" or \
909	self.enable2D:
910	if first_orient:
911	values.SetLabel('PD[ratio], Sig[deg]')
912	poly_text = "PD(polydispersity for lengths):\n"
913	poly_text += "It should be a value between"
914	poly_text += "0 and 1\n"
915	poly_text += "Sigma for angles: \n"
916	poly_text += "It is the STD (ratio*mean)"
917	poly_text += " of the distribution.\n "
918
919	values.SetToolTipString(poly_text)
920	first_orient = False
921	ctl1.Show(True)
922	elif ctl1.IsShown():
923	ctl1.Hide()
924
925	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
926	## text to show error sign
927	ix = 2
928	text2=wx.StaticText(self, -1, '+/-')
929	self.sizer4_4.Add(text2,(iy, ix),(1,1),
930	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
931
932	text2.Hide()
933
934	ix = 3
935	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
936	style=0)
937
938	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
939	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
940
941	ctl2.Hide()
942	if self.data.__class__.__name__ == "Data2D" or \
943	self.enable2D:
944	if self.is_mac:
945	text2.Show(True)
946	ctl2.Show(True)
947
948	ix = 4
949	ctl3 = self.ModelTextCtrl(self, -1,
950	size=(_BOX_WIDTH/2,20),
951	style=wx.TE_PROCESS_ENTER,
952	text_enter_callback = self._onparamRangeEnter)
953
954	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
955	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
956
957	ctl3.Hide()
958
959	ix = 5
960	ctl4 = self.ModelTextCtrl(self, -1,
961	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
962	text_enter_callback = self._onparamRangeEnter)
963	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
964	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
965	ctl4.Hide()
966
967	if self.data.__class__.__name__ == "Data2D" or \
968	self.enable2D:
969	ctl3.Show(True)
970	ctl4.Show(True)
971
972	elif p=="npts":
973	ix = 6
974	value= self.model.getParam(name2)
975	Tctl = self.ModelTextCtrl(self, -1,
976	size=(_BOX_WIDTH/2.2, 20),
977	style=wx.TE_PROCESS_ENTER)
978
979	Tctl.SetValue(str (format_number(value)))
980	if self.data.__class__.__name__ == "Data2D" or \
981	self.enable2D:
982	Tctl.Show(True)
983	else:
984	Tctl.Hide()
985	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
986	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
987	self.fixed_param.append([None,name2, Tctl,None,None,
988	None, None,None])
989	self.orientation_params_disp.append([None,name2,
990	Tctl,None,None,
991	None, None,None])
992	elif p=="nsigmas":
993	ix = 7
994	value= self.model.getParam(name3)
995	Tct2 = self.ModelTextCtrl(self, -1,
996	size=(_BOX_WIDTH/2.2,20),
997	style=wx.TE_PROCESS_ENTER)
998
999	Tct2.SetValue(str (format_number(value)))
1000	if self.data.__class__.__name__ == "Data2D" or \
1001	self.enable2D:
1002	Tct2.Show(True)
1003	else:
1004	Tct2.Hide()
1005	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
1006	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
1007
1008
1009	self.fixed_param.append([None,name3, Tct2
1010	,None,None, None, None,None])
1011
1012	self.orientation_params_disp.append([None,name3,
1013	Tct2 ,None,None, None, None,None])
1014
1015
1016	ix = 8
1017	disp_box = wx.ComboBox(self, -1,size=(65,-1),
1018	style=wx.CB_READONLY, name = '%s'% name1)
1019	for key, value in self.polydisp.iteritems():
1020	name_disp = str(key)
1021	disp_box.Append(name_disp,value)
1022	disp_box.SetStringSelection("gaussian")
1023	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
1024	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
1025	self.fittable_param.append([cb,name1,ctl1,text2,
1026	ctl2, ctl3, ctl4, disp_box])
1027	self.orientation_params_disp.append([cb,name1,ctl1,
1028	text2, ctl2, ctl3, ctl4, disp_box])
1029
1030	if self.data.__class__.__name__ == "Data2D" or \
1031	self.enable2D:
1032	disp_box.Show(True)
1033	else:
1034	disp_box.Hide()
1035
1036
1037	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
1038
1039	self.state.model = self.model.clone()
1040	## save state into
1041	self.state.cb1 = self.cb1.GetValue()
1042	self._copy_parameters_state(self.parameters, self.state.parameters)
1043	self._copy_parameters_state(self.orientation_params_disp,
1044	self.state.orientation_params_disp)
1045	self._copy_parameters_state(self.fittable_param,
1046	self.state.fittable_param)
1047	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1048
1049
1050	wx.PostEvent(self.parent, StatusEvent(status=\
1051	" Selected Distribution: Gaussian"))
1052	#Fill the list of fittable parameters
1053	#self.select_all_param(event=None)
1054	self.get_all_checked_params()
1055	self.Layout()
1056
1057
1058	def _onDraw(self, event):
1059	"""
1060	Update and Draw the model
1061	"""
1062	if self.model ==None:
1063	msg="Please select a Model first..."
1064	wx.MessageBox(msg, 'Info')
1065
1066	return
1067	"""
1068	if not self.data.is_data:
1069	self.npts_x = self.Npts_total.GetValue()
1070	self.Npts_fit.SetValue(self.npts_x)
1071	self.create_default_data()
1072	"""
1073	flag = self._update_paramv_on_fit()
1074
1075	wx.CallAfter(self._onparamEnter_helper)
1076	if not flag:
1077	msg= "The parameters are invalid"
1078	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
1079	return
1080
1081
1082	def _onFit(self, event):
1083	"""
1084	Allow to fit
1085	"""
1086	if self.fit_started:
1087	self._StopFit()
1088
1089	if event != None:
1090	event.Skip()
1091	if len(self.parent._manager.fit_thread_list)>0 and\
1092	self.parent._manager._fit_engine != "park" and\
1093	self._manager.sim_page != None and \
1094	self._manager.sim_page.uid == self.uid:
1095	msg = "The FitEnging will be set to 'ParkMC'\n"
1096	msg += " to fit with more than one data set..."
1097	wx.MessageBox(msg, 'Info')
1098	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1099	# "Fitting: %s"%msg))
1100
1101	if self.data is None:
1102	msg = "Please get Data first..."
1103	wx.MessageBox(msg, 'Info')
1104	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1105	"Fit: %s" % msg))
1106	return
1107	if self.model is None:
1108	msg = "Please select a Model first..."
1109	wx.MessageBox(msg, 'Info')
1110	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1111	"Fit: %s"%msg, type="stop"))
1112	return
1113
1114	if len(self.param_toFit) <= 0:
1115	msg= "Select at least one parameter to fit"
1116	wx.MessageBox(msg, 'Info')
1117	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
1118	type="stop" ))
1119	return
1120
1121	flag = self._update_paramv_on_fit()
1122
1123	if self.batch_on and not self._is_2D():
1124	if not self._validate_Npts_1D():
1125	return
1126
1127	if not flag:
1128	msg= "Fitting range or parameters are invalid"
1129	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
1130	type="stop"))
1131	return
1132
1133	self.select_param(event =None)
1134
1135	#Clear errors if exist from previous fitting
1136	#self._clear_Err_on_Fit()
1137
1138	# Remove or do not allow fitting on the Q=0 point, especially
1139	# when y(q=0)=None at x[0].
1140	self.qmin_x = float(self.qmin.GetValue())
1141	self.qmax_x = float(self.qmax.GetValue())
1142	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1143	self._manager.schedule_for_fit(uid=self.uid,value=1)
1144	self._manager.set_fit_range(uid=self.uid,qmin=self.qmin_x,
1145	qmax=self.qmax_x)
1146
1147	#single fit
1148	self._manager.onFit(uid=self.uid)
1149	self.fit_started = True
1150	self.btFit.SetLabel("Stop")
1151
1152	def get_weight_flag(self):
1153	"""
1154	Get flag corresponding to a given weighting dI data.
1155	"""
1156	button_list = [self.dI_noweight,
1157	self.dI_didata,
1158	self.dI_sqrdata,
1159	self.dI_idata]
1160	flag = 1
1161	for item in button_list:
1162	if item.GetValue():
1163	if button_list.index(item) == 0:
1164	flag = 0 #dy = numpy.ones_like(dy_data)
1165	elif button_list.index(item) == 1:
1166	flag = 1 #dy = dy_data
1167	elif button_list.index(item) == 2:
1168	flag = 2 #dy = numpy.sqrt(numpy.abs(data))
1169	elif button_list.index(item) == 3:
1170	flag = 3 # dy = numpy.abs(data)
1171	break
1172	return flag
1173
1174	def bind_fit_button(self):
1175	"""
1176	bind the fit button to either fit handler or stop fit handler
1177	"""
1178	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
1179	if self.btFit.GetLabel().lower() == "stop":
1180	self.fit_started = True
1181	self.btFit.SetForegroundColour('red')
1182	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
1183	id=self.btFit.GetId())
1184	elif self.btFit.GetLabel().lower() == "fit":
1185	self.fit_started = False
1186	self.btFit.SetDefault()
1187	self.btFit.SetForegroundColour('black')
1188	#self.btFit.SetBackgroundColour(self.default_bt_colour)
1189	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1190	id=self.btFit.GetId())
1191	else:
1192	msg = "FitPage: fit button has unknown label"
1193	raise RuntimeError, msg
1194	self._manager._reset_schedule_problem(value=0)
1195
1196	def is_fitting(self):
1197	if self.fit_started:
1198	self._StopFit(event=None)
1199
1200	def _StopFit(self, event=None):
1201	"""
1202	Stop fit
1203	"""
1204	#time.sleep(0.1)
1205	if event != None:
1206	event.Skip()
1207	#if self.engine_type=="scipy":
1208	self._manager.stop_fit(self.uid)
1209	self._manager._reset_schedule_problem(value=0)
1210	self._on_fit_complete()
1211
1212	def rename_model(self):
1213	"""
1214	find a short name for model
1215	"""
1216	if self.model is not None:
1217	self.model.name = "M" + str(self.index_model)
1218
1219
1220	def _on_select_model(self, event=None):
1221	"""
1222	call back for model selection
1223	"""
1224	self.Show(False)
1225	copy_flag = False
1226	is_poly_enabled = None
1227	if event != None:
1228	if (event.GetEventObject() == self.formfactorbox\
1229	and self.structurebox.GetLabel() != 'None')\
1230	or event.GetEventObject() == self.structurebox\
1231	or event.GetEventObject() == self.multifactorbox:
1232	copy_flag = self.get_copy_params()
1233	is_poly_enabled = self.enable_disp.GetValue()
1234
1235	self._on_select_model_helper()
1236	self.set_model_param_sizer(self.model)
1237	if self.model is None:
1238	self._set_bookmark_flag(False)
1239	self._keep.Enable(False)
1240	self._set_save_flag(False)
1241	self.enable_disp.SetValue(False)
1242	self.disable_disp.SetValue(True)
1243	try:
1244	self.set_dispers_sizer()
1245	except:
1246	pass
1247	#self.btFit.SetFocus()
1248	self.state.enable_disp = self.enable_disp.GetValue()
1249	self.state.disable_disp = self.disable_disp.GetValue()
1250	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1251	self.state.slit_smearer = self.slit_smearer.GetValue()
1252
1253	self.state.structurecombobox = self.structurebox.GetLabel()#.GetCurrentSelection()
1254	self.state.formfactorcombobox = self.formfactorbox.GetLabel()#.GetCurrentSelection()
1255	self.enable_fit_button()
1256	if self.model != None:
1257	self.m_name = self.model.name
1258	self.state.m_name = self.m_name
1259	self.rename_model()
1260	self._set_copy_flag(True)
1261	self._set_paste_flag(True)
1262	if self.data is not None:
1263	is_data = check_data_validity(self.data)
1264	if is_data:
1265	self._set_bookmark_flag(True)
1266	self._keep.Enable(True)
1267	self._set_save_flag(True)
1268	# Reset smearer, model and data
1269	if not copy_flag:
1270	self.disable_smearer.SetValue(True)
1271	self.enable_smearer.SetValue(False)
1272
1273	# more disables for 2D
1274	self._set_smear_buttons()
1275
1276	try:
1277	# update smearer sizer
1278	#if not self.enable_smearer.GetValue():
1279	# self.disable_smearer.SetValue(True)
1280	self.onSmear(None)
1281	temp_smear = None
1282	if not self.disable_smearer.GetValue():
1283	# Set the smearer environments
1284	temp_smear = self.current_smearer
1285	except:
1286	raise
1287	## error occured on chisqr computation
1288	#pass
1289	## event to post model to fit to fitting plugins
1290	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1291
1292	## set smearing value whether or not
1293	# the data contain the smearing info
1294	evt = ModelEventbox(model=self.model,
1295	smearer=temp_smear,
1296	enable_smearer=not self.disable_smearer.GetValue(),
1297	qmin=float(self.qmin_x),
1298	uid=self.uid,
1299	caption=self.window_caption,
1300	qmax=float(self.qmax_x))
1301
1302	self._manager._on_model_panel(evt=evt)
1303	self.mbox_description.SetLabel("Model [ %s ]" % str(self.model.name))
1304	self.mbox_description.SetForegroundColour(wx.BLUE)
1305	self.state.model = self.model.clone()
1306	self.state.model.name = self.model.name
1307
1308
1309	if event != None:
1310	## post state to fit panel
1311	new_event = PageInfoEvent(page = self)
1312	wx.PostEvent(self.parent, new_event)
1313	#update list of plugins if new plugin is available
1314	if self.plugin_rbutton.GetValue():
1315	temp = self.parent.update_model_list()
1316	if temp:
1317	self.model_list_box = temp
1318	current_val = self.formfactorbox.GetLabel()
1319	pos = self.formfactorbox.GetSelection()
1320	self._show_combox_helper()
1321	self.formfactorbox.SetSelection(pos)
1322	self.formfactorbox.SetValue(current_val)
1323	# when select a model only from guictr/button
1324	if is_poly_enabled != None:
1325	self.enable_disp.SetValue(is_poly_enabled)
1326	self.disable_disp.SetValue(not is_poly_enabled)
1327	self._set_dipers_Param(event=None)
1328	self.state.enable_disp = self.enable_disp.GetValue()
1329	self.state.disable_disp = self.disable_disp.GetValue()
1330
1331	# Keep the previous param values
1332	if copy_flag:
1333	self.get_paste_params(copy_flag)
1334	wx.CallAfter(self._onDraw, None)
1335
1336	else:
1337	self._draw_model()
1338
1339	if self.batch_on:
1340	self.slit_smearer.Enable(False)
1341	self.pinhole_smearer.Enable(False)
1342	self.btEditMask.Disable()
1343	self.EditMask_title.Disable()
1344
1345	self.Show(True)
1346	self.SetupScrolling()
1347
1348	def _onparamEnter(self,event):
1349	"""
1350	when enter value on panel redraw model according to changed
1351	"""
1352	if self.model ==None:
1353	msg="Please select a Model first..."
1354	wx.MessageBox(msg, 'Info')
1355	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1356	# "Parameters: %s"%msg))
1357	return
1358
1359	#default flag
1360	flag = False
1361	self.fitrange = True
1362	#get event object
1363	tcrtl = event.GetEventObject()
1364
1365	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1366	# updating ... ",type="update"))
1367	#Clear msg if previously shown.
1368	msg= ""
1369	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1370
1371	if check_float(tcrtl):
1372	flag = self._onparamEnter_helper()
1373	self.set_npts2fit()
1374	if self.fitrange:
1375	temp_smearer = None
1376	if not self.disable_smearer.GetValue():
1377	temp_smearer= self.current_smearer
1378	## set smearing value whether or not
1379	# the data contain the smearing info
1380	if self.slit_smearer.GetValue():
1381	flag1 = self.update_slit_smear()
1382	flag = flag or flag1
1383	elif self.pinhole_smearer.GetValue():
1384	flag1 = self.update_pinhole_smear()
1385	flag = flag or flag1
1386	elif self.data.__class__.__name__ != "Data2D" and \
1387	not self.enable2D:
1388	self._manager.set_smearer(smearer=temp_smearer,
1389	fid=self.data.id,
1390	uid=self.uid,
1391	qmin= float(self.qmin_x),
1392	qmax= float(self.qmax_x),
1393	enable_smearer=not self.disable_smearer.GetValue(),
1394	draw=True)
1395	if flag:
1396	#self.compute_chisqr(smearer= temp_smearer)
1397
1398	## new state posted
1399	if self.state_change:
1400	#self._undo.Enable(True)
1401	event = PageInfoEvent(page = self)
1402	wx.PostEvent(self.parent, event)
1403	self.state_change= False
1404	else:
1405	# invalid fit range: do nothing here:
1406	# msg already displayed in validate
1407	return
1408	else:
1409	self.save_current_state()
1410	msg= "Cannot Plot :Must enter a number!!! "
1411	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1412
1413	self.save_current_state()
1414	return
1415
1416	def _onparamRangeEnter(self, event):
1417	"""
1418	Check validity of value enter in the parameters range field
1419	"""
1420	#if self.check_invalid_panel():
1421	# return
1422	tcrtl= event.GetEventObject()
1423	#Clear msg if previously shown.
1424	msg= ""
1425	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1426	# Flag to register when a parameter has changed.
1427	is_modified = False
1428	if tcrtl.GetValue().lstrip().rstrip()!="":
1429	try:
1430	value = float(tcrtl.GetValue())
1431	tcrtl.SetBackgroundColour(wx.WHITE)
1432	self._check_value_enter(self.fittable_param ,is_modified)
1433	self._check_value_enter(self.parameters ,is_modified)
1434	except:
1435	tcrtl.SetBackgroundColour("pink")
1436	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1437	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1438	return
1439	else:
1440	tcrtl.SetBackgroundColour(wx.WHITE)
1441
1442	#self._undo.Enable(True)
1443	self.save_current_state()
1444	event = PageInfoEvent(page = self)
1445	wx.PostEvent(self.parent, event)
1446	self.state_change= False
1447
1448
1449	def _onQrangeEnter(self, event):
1450	"""
1451	Check validity of value enter in the Q range field
1452	"""
1453	tcrtl = event.GetEventObject()
1454	#Clear msg if previously shown.
1455	msg= ""
1456	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1457	# For theory mode
1458	if not self.data.is_data:
1459	self.npts_x = self.Npts_total.GetValue()
1460	self.Npts_fit.SetValue(self.npts_x)
1461	self.create_default_data()
1462	# Flag to register when a parameter has changed.
1463	is_modified = False
1464	if tcrtl.GetValue().lstrip().rstrip()!="":
1465	try:
1466	value = float(tcrtl.GetValue())
1467	tcrtl.SetBackgroundColour(wx.WHITE)
1468
1469	# If qmin and qmax have been modified, update qmin and qmax
1470	if self._validate_qrange( self.qmin, self.qmax):
1471	tempmin = float(self.qmin.GetValue())
1472	if tempmin != self.qmin_x:
1473	self.qmin_x = tempmin
1474	tempmax = float(self.qmax.GetValue())
1475	if tempmax != self.qmax_x:
1476	self.qmax_x = tempmax
1477	else:
1478	tcrtl.SetBackgroundColour("pink")
1479	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1480	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1481	return
1482
1483	except:
1484	tcrtl.SetBackgroundColour("pink")
1485	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1486	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1487	return
1488	#Check if # of points for theory model are valid(>0).
1489	# check for 2d
1490	if self.data.__class__.__name__ == "Data2D" or \
1491	self.enable2D:
1492	# set mask
1493	radius= numpy.sqrt(self.data.qx_data*self.data.qx_data +
1494	self.data.qy_data*self.data.qy_data )
1495	index_data = ((self.qmin_x <= radius)& \
1496	(radius<= self.qmax_x))
1497	index_data = (index_data)&(self.data.mask)
1498	index_data = (index_data)&(numpy.isfinite(self.data.data))
1499	if len(index_data[index_data]) < 10:
1500	msg = "Cannot Plot :No or too little npts in"
1501	msg += " that data range!!! "
1502	wx.PostEvent(self.parent.parent,
1503	StatusEvent(status=msg))
1504	return
1505	else:
1506	#self.data.mask = index_data
1507	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1508	self.set_npts2fit()
1509	else:
1510	index_data = ((self.qmin_x <= self.data.x)& \
1511	(self.data.x <= self.qmax_x))
1512	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1513
1514	self.npts_x = self.Npts_total.GetValue()
1515	self.create_default_data()
1516	self._save_plotting_range()
1517	else:
1518	tcrtl.SetBackgroundColour("pink")
1519	msg= "Model Error:wrong value entered!!!"
1520	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1521
1522	self._draw_model()
1523	self.save_current_state()
1524	event = PageInfoEvent(page = self)
1525	wx.PostEvent(self.parent, event)
1526	self.state_change= False
1527	return
1528
1529	def _clear_Err_on_Fit(self):
1530	"""
1531	hide the error text control shown
1532	after fitting
1533	"""
1534	if self.is_mac:
1535	return
1536	if hasattr(self,"text2_3"):
1537	self.text2_3.Hide()
1538
1539	if len(self.parameters)>0:
1540	for item in self.parameters:
1541	#Skip t ifhe angle parameters if 1D data
1542	if self.data.__class__.__name__ != "Data2D" and \
1543	not self.enable2D:
1544	if item in self.orientation_params:
1545	continue
1546	if item in self.param_toFit:
1547	continue
1548	## hide statictext +/-
1549	if len(item) < 4 :
1550	continue
1551	if item[3]!=None and item[3].IsShown():
1552	item[3].Hide()
1553	## hide textcrtl for error after fit
1554	if item[4]!=None and item[4].IsShown():
1555	item[4].Hide()
1556
1557	if len(self.fittable_param)>0:
1558	for item in self.fittable_param:
1559	#Skip t ifhe angle parameters if 1D data
1560	if self.data.__class__.__name__ != "Data2D" and \
1561	not self.enable2D:
1562	if item in self.orientation_params:
1563	continue
1564	if item in self.param_toFit:
1565	continue
1566	if len(item) < 4 :
1567	continue
1568	## hide statictext +/-
1569	if item[3]!=None and item[3].IsShown():
1570	item[3].Hide()
1571	## hide textcrtl for error after fit
1572	if item[4]!=None and item[4].IsShown():
1573	item[4].Hide()
1574	return
1575
1576	def _get_defult_custom_smear(self):
1577	"""
1578	Get the defult values for custum smearing.
1579	"""
1580	# get the default values
1581	if self.dxl == None: self.dxl = 0.0
1582	if self.dxw == None: self.dxw = ""
1583	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1584	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1585
1586	def _get_smear_info(self):
1587	"""
1588	Get the smear info from data.
1589
1590	:return: self.smear_type, self.dq_l and self.dq_r,
1591	respectively the type of the smear, dq_min and
1592	dq_max for pinhole smear data
1593	while dxl and dxw for slit smear
1594
1595	"""
1596
1597	# default
1598	self.smear_type = None
1599	self.dq_l = None
1600	self.dq_r = None
1601	data = self.data
1602	if self.data is None:
1603	return
1604	elif self.data.__class__.__name__ == "Data2D" or \
1605	self.enable2D:
1606	if data.dqx_data == None or data.dqy_data ==None:
1607	return
1608	elif self.current_smearer != None and (data.dqx_data.any()!=0) and \
1609	(data.dqx_data.any()!=0):
1610	self.smear_type = "Pinhole2d"
1611	self.dq_l = format_number(numpy.average(data.dqx_data))
1612	self.dq_r = format_number(numpy.average(data.dqy_data))
1613	return
1614	else:
1615	return
1616	# check if it is pinhole smear and get min max if it is.
1617	if data.dx != None and all(data.dx !=0):
1618	self.smear_type = "Pinhole"
1619	self.dq_l = data.dx[0]
1620	self.dq_r = data.dx[-1]
1621
1622	# check if it is slit smear and get min max if it is.
1623	elif data.dxl != None or data.dxw != None:
1624	self.smear_type = "Slit"
1625	if data.dxl != None and all(data.dxl !=0):
1626	self.dq_l = data.dxl[0]
1627	if data.dxw != None and all(data.dxw !=0):
1628	self.dq_r = data.dxw[0]
1629	#return self.smear_type,self.dq_l,self.dq_r
1630
1631	def _show_smear_sizer(self):
1632	"""
1633	Show only the sizers depending on smear selection
1634	"""
1635	# smear disabled
1636	if self.disable_smearer.GetValue():
1637	self.smear_description_none.Show(True)
1638	# 2Dsmear
1639	elif self._is_2D():
1640	self.smear_description_accuracy_type.Show(True)
1641	self.smear_accuracy.Show(True)
1642	self.smear_description_accuracy_type.Show(True)
1643	self.smear_description_2d.Show(True)
1644	self.smear_description_2d_x.Show(True)
1645	self.smear_description_2d_y.Show(True)
1646	if self.pinhole_smearer.GetValue():
1647	self.smear_pinhole_min.Show(True)
1648	self.smear_pinhole_max.Show(True)
1649	# smear from data
1650	elif self.enable_smearer.GetValue():
1651
1652	self.smear_description_dqdata.Show(True)
1653	if self.smear_type != None:
1654	self.smear_description_smear_type.Show(True)
1655	if self.smear_type == 'Slit':
1656	self.smear_description_slit_height.Show(True)
1657	self.smear_description_slit_width.Show(True)
1658	elif self.smear_type == 'Pinhole':
1659	self.smear_description_pin_min.Show(True)
1660	self.smear_description_pin_max.Show(True)
1661	self.smear_description_smear_type.Show(True)
1662	self.smear_description_type.Show(True)
1663	self.smear_data_left.Show(True)
1664	self.smear_data_right.Show(True)
1665	# custom pinhole smear
1666	elif self.pinhole_smearer.GetValue():
1667	if self.smear_type == 'Pinhole':
1668	self.smear_message_new_p.Show(True)
1669	self.smear_description_pin_min.Show(True)
1670	self.smear_description_pin_max.Show(True)
1671
1672	self.smear_pinhole_min.Show(True)
1673	self.smear_pinhole_max.Show(True)
1674	# custom slit smear
1675	elif self.slit_smearer.GetValue():
1676	self.smear_message_new_s.Show(True)
1677	self.smear_description_slit_height.Show(True)
1678	self.smear_slit_height.Show(True)
1679	self.smear_description_slit_width.Show(True)
1680	self.smear_slit_width.Show(True)
1681
1682	def _hide_all_smear_info(self):
1683	"""
1684	Hide all smearing messages in the set_smearer sizer
1685	"""
1686	self.smear_description_none.Hide()
1687	self.smear_description_dqdata.Hide()
1688	self.smear_description_type.Hide()
1689	self.smear_description_smear_type.Hide()
1690	self.smear_description_accuracy_type.Hide()
1691	self.smear_description_2d_x.Hide()
1692	self.smear_description_2d_y.Hide()
1693	self.smear_description_2d.Hide()
1694
1695	self.smear_accuracy.Hide()
1696	self.smear_data_left.Hide()
1697	self.smear_data_right.Hide()
1698	self.smear_description_pin_min.Hide()
1699	self.smear_pinhole_min.Hide()
1700	self.smear_description_pin_max.Hide()
1701	self.smear_pinhole_max.Hide()
1702	self.smear_description_slit_height.Hide()
1703	self.smear_slit_height.Hide()
1704	self.smear_description_slit_width.Hide()
1705	self.smear_slit_width.Hide()
1706	self.smear_message_new_p.Hide()
1707	self.smear_message_new_s.Hide()
1708
1709	def _set_accuracy_list(self):
1710	"""
1711	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1712	"""
1713	# list of accuracy choices
1714	list = ['Low','Med','High','Xhigh']
1715	for idx in range(len(list)):
1716	self.smear_accuracy.Append(list[idx],idx)
1717
1718	def _set_fun_box_list(self,fun_box):
1719	"""
1720	Set the list of func for multifunctional models
1721	"""
1722	# Check if it is multi_functional model
1723	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1724	and not self.temp_multi_functional:
1725	return None
1726	# Get the func name list
1727	list = self.model.fun_list
1728	if len(list) == 0:
1729	return None
1730	# build function (combo)box
1731	ind = 0
1732	while(ind < len(list)):
1733	for key, val in list.iteritems():
1734	if (val == ind):
1735	fun_box.Append(key,val)
1736	break
1737	ind += 1
1738
1739	def _on_select_accuracy(self,event):
1740	"""
1741	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1742	"""
1743	#event.Skip()
1744	# Check if the accuracy is same as before
1745	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1746	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1747	if self.pinhole_smearer.GetValue():
1748	self.onPinholeSmear(event=None)
1749	else:
1750	self.onSmear(event=None)
1751	if self.current_smearer != None:
1752	self.current_smearer.set_accuracy(accuracy =
1753	self.smear2d_accuracy)
1754	event.Skip()
1755
1756	def _on_fun_box(self,event):
1757	"""
1758	Select an func: Erf,Rparabola,LParabola
1759	"""
1760	fun_val = None
1761	fun_box = event.GetEventObject()
1762	name = fun_box.Name
1763	value = fun_box.GetValue()
1764	if self.model.fun_list.has_key(value):
1765	fun_val = self.model.fun_list[value]
1766
1767	self.model.setParam(name,fun_val)
1768	# save state
1769	self._copy_parameters_state(self.str_parameters,
1770	self.state.str_parameters)
1771	# update params
1772	self._update_paramv_on_fit()
1773	# draw
1774	self._draw_model()
1775	self.Refresh()
1776	# get ready for new event
1777	event.Skip()
1778
1779	def _onMask(self, event):
1780	"""
1781	Build a panel to allow to edit Mask
1782	"""
1783
1784	from sans.guiframe.local_perspectives.plotting.masking \
1785	import MaskPanel as MaskDialog
1786
1787	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1788	#self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1789	self.panel.ShowModal()
1790	#wx.PostEvent(self.parent, event)
1791
1792	def _draw_masked_model(self, event):
1793	"""
1794	Draw model image w/mask
1795	"""
1796	#event.Skip()
1797	is_valid_qrange = self._update_paramv_on_fit()
1798
1799	if is_valid_qrange and self.model != None:
1800	#self.panel.Show(0)
1801	#self.panel.Destroy() # frame
1802	self.panel.MakeModal(False)
1803	event.Skip()
1804	# try re draw the model plot if it exists
1805	self._draw_model()
1806	self.set_npts2fit()
1807	elif self.model == None:
1808	#self.panel.Show(0)
1809	#self.panel.Destroy() # frame
1810	self.panel.MakeModal(False)
1811	event.Skip()
1812	self.set_npts2fit()
1813	msg= "No model is found on updating MASK in the model plot... "
1814	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1815	else:
1816	event.Skip()
1817	msg = ' Please consider your Q range, too.'
1818	self.panel.ShowMessage(msg)
1819
1820
1821	def _set_smear(self, data):
1822	"""
1823	"""
1824	if data is None:
1825	return
1826	self.current_smearer = smear_selection(data, self.model)
1827	flag = self.disable_smearer.GetValue()
1828	self.disable_smearer.SetValue(flag)
1829	if self.current_smearer == None:
1830	self.enable_smearer.Disable()
1831	else:
1832	self.enable_smearer.Enable()
1833	if not flag:
1834	self.onSmear(None)
1835
1836	def _mac_sleep(self, sec=0.2):
1837	"""
1838	Give sleep to MAC
1839	"""
1840	if self.is_mac:
1841	time.sleep(sec)
1842
1843	def get_view_mode(self):
1844	"""
1845	return True if the panel allow 2D or False if 1D
1846	"""
1847	return self.enable2D
1848
1849	def compute_data_set_range(self, data_list):
1850	"""
1851	find the range that include all data in the set
1852	return the minimum and the maximum values
1853	"""
1854	if data_list is not None and data_list != []:
1855	for data in data_list:
1856	qmin, qmax, npts = self.compute_data_range(data)
1857	self.qmin_data_set = min(self.qmin_data_set, qmin)
1858	self.qmax_data_set = max(self.qmax_data_set, qmax)
1859	self.npts_data_set += npts
1860	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1861
1862	def compute_data_range(self, data):
1863	"""
1864	compute the minimum and the maximum range of the data
1865	return the npts contains in data
1866	:param data:
1867	"""
1868	qmin, qmax, npts = None, None, None
1869	if data is not None:
1870	if not hasattr(data,"data"):
1871	qmin = min(data.x)
1872	# Maximum value of data
1873	qmax = max(data.x)
1874	npts = len(data.x)
1875	else:
1876	qmin = 0
1877	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1878	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1879	## Maximum value of data
1880	qmax = math.sqrt(xx + yy)
1881	npts = len(data.data)
1882	return qmin, qmax, npts
1883
1884
1885	def set_data(self, data):
1886	"""
1887	reset the current data
1888	"""
1889	from sans.guiframe.dataFitting import check_data_validity
1890	id = None
1891	flag = False
1892	is_data = False
1893	if self.data is not None:
1894	is_data = check_data_validity(self.data)
1895	if not is_data and data is not None:
1896	flag = True
1897	if data is not None:
1898	id = data.id
1899	if is_data:
1900	self.graph_id = self.data.group_id
1901	flag = (data.id != self.data.id)
1902	self.data = data
1903	if check_data_validity(data):
1904	self.graph_id = data.group_id
1905	self.data.group_id = self.graph_id
1906
1907	if self.data is None:
1908	data_name = ""
1909	self._set_bookmark_flag(False)
1910	self._keep.Enable(False)
1911	self._set_save_flag(False)
1912	else:
1913	if self.model != None:
1914	self._set_bookmark_flag(True)
1915	self._keep.Enable(True)
1916
1917	self._set_save_flag(True)
1918	self._set_preview_flag(True)
1919
1920	self._set_smear(data)
1921	# more disables for 2D
1922	if self.data.__class__.__name__ == "Data2D" or \
1923	self.enable2D:
1924	self.slit_smearer.Disable()
1925	self.pinhole_smearer.Enable(True)
1926	self.default_mask = copy.deepcopy(self.data.mask)
1927	if self.data.err_data == None or\
1928	(self.data.err_data == 1).all() or\
1929	(self.data.err_data == 0).all():
1930	self.dI_didata.Enable(False)
1931	self.dI_noweight.SetValue(True)
1932	self.weightbt_string = self.dI_noweight.GetLabelText()
1933	else:
1934	self.dI_didata.Enable(True)
1935	self.dI_didata.SetValue(True)
1936	self.weightbt_string = self.dI_didata.GetLabelText()
1937	else:
1938	self.slit_smearer.Enable(True)
1939	self.pinhole_smearer.Enable(True)
1940	if self.data.dy == None or\
1941	(self.data.dy == 1).all() or\
1942	(self.data.dy == 0).all():
1943	self.dI_didata.Enable(False)
1944	self.dI_noweight.SetValue(True)
1945	self.weightbt_string = self.dI_noweight.GetLabelText()
1946	else:
1947	self.dI_didata.Enable(True)
1948	self.dI_didata.SetValue(True)
1949	self.weightbt_string = self.dI_didata.GetLabelText()
1950	# Enable weighting radio uttons
1951	self.dI_noweight.Enable(True)
1952	self.dI_sqrdata.Enable(True)
1953	self.dI_idata.Enable(True)
1954
1955	self.formfactorbox.Enable()
1956	self.structurebox.Enable()
1957	data_name = self.data.name
1958	_, _, npts = self.compute_data_range(self.data)
1959	#set maximum range for x in linear scale
1960	if not hasattr(self.data, "data"): #Display only for 1D data fit
1961	self.btEditMask.Disable()
1962	self.EditMask_title.Disable()
1963	else:
1964	self.btEditMask.Enable()
1965	self.EditMask_title.Enable()
1966
1967	self.Npts_total.SetValue(str(npts))
1968	#default:number of data points selected to fit
1969	self.Npts_fit.SetValue(str(npts))
1970	self.Npts_total.SetEditable(False)
1971	self.Npts_total.SetBackgroundColour(\
1972	self.GetParent().GetBackgroundColour())
1973
1974	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1975	self.dataSource.SetValue(data_name)
1976	self.state.data = data
1977	self.enable_fit_button()
1978	# send graph_id to page_finder
1979	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1980	#focus the page
1981	if check_data_validity(data):
1982	self.data_box_description.SetForegroundColour(wx.BLUE)
1983
1984	if self.batch_on:
1985	self.slit_smearer.Enable(False)
1986	self.pinhole_smearer.Enable(False)
1987	self.btEditMask.Disable()
1988	self.EditMask_title.Disable()
1989
1990
1991	self.on_set_focus(None)
1992	self.Refresh()
1993	#update model plot with new data information
1994	if flag:
1995	#set model view button
1996	if not self.enable_smearer.GetValue():
1997	self.disable_smearer.SetValue(True)
1998	self.onSmear(None)
1999	#self._set_smear(self.data)
2000
2001	if self.data.__class__.__name__ == "Data2D":
2002	self.enable2D = True
2003	self.model_view.SetLabel("2D Mode")
2004	else:
2005	self.enable2D = False
2006	self.model_view.SetLabel("1D Mode")
2007	self.model_view.Disable()
2008	#replace data plot on combo box selection
2009	#by removing the previous selected data
2010	wx.PostEvent(self._manager.parent, NewPlotEvent(action="remove",
2011	group_id=self.graph_id, id=id))
2012	#plot the current selected data
2013	wx.PostEvent(self._manager.parent, NewPlotEvent(plot=self.data,
2014	title=str(self.data.title)))
2015	#self._manager.store_data(uid=self.uid, data_list=self.data_list,
2016	# caption=self.window_name)
2017	self._draw_model()
2018
2019	def _npts_click(self, event):
2020	"""
2021	Prevent further handling of the mouse event on Npts_total
2022	by not calling Skip().
2023	"""
2024	pass
2025
2026	def reset_page(self, state,first=False):
2027	"""
2028	reset the state
2029	"""
2030	self.reset_page_helper(state)
2031
2032	self.select_param(event = None)
2033	#Save state_fit
2034	self.save_current_state_fit()
2035	self._lay_out()
2036	self.Refresh()
2037
2038	def get_range(self):
2039	"""
2040	return the fitting range
2041	"""
2042	return float(self.qmin_x) , float(self.qmax_x)
2043
2044	def get_npts2fit(self):
2045	"""
2046	return numbers of data points within qrange
2047
2048	:Note: This is for Park where chi2 is not normalized by Npts of fit
2049
2050	"""
2051	if self.data is None:
2052	return
2053	npts2fit = 0
2054	qmin,qmax = self.get_range()
2055	if self.data.__class__.__name__ == "Data2D" or \
2056	self.enable2D:
2057	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
2058	self.data.qy_data*self.data.qy_data )
2059	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
2060	index_data= (index_data)&(self.data.mask)
2061	index_data = (index_data)&(numpy.isfinite(self.data.data))
2062	npts2fit = len(self.data.data[index_data])
2063	else:
2064	for qx in self.data.x:
2065	if qx >= qmin and qx <= qmax:
2066	npts2fit += 1
2067	return npts2fit
2068
2069	def set_npts2fit(self):
2070	"""
2071	setValue Npts for fitting
2072	"""
2073	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2074
2075	def get_chi2(self):
2076	"""
2077	return the current chi2
2078	"""
2079	return self.tcChi.GetValue()
2080
2081	def get_param_list(self):
2082	"""
2083	:return self.param_toFit: list containing references to TextCtrl
2084	checked.Theses TextCtrl will allow reference to parameters to fit.
2085
2086	:raise: if return an empty list of parameter fit will nnote work
2087	properly so raise ValueError,"missing parameter to fit"
2088	"""
2089	if self.param_toFit !=[]:
2090	return self.param_toFit
2091	else:
2092	msg = "missing parameters to fit"
2093	wx.MessageBox(msg, 'warning')
2094	return False
2095	#raise ValueError,"missing parameters to fit"
2096
2097	def onsetValues(self, chisqr, p_name, out, cov):
2098	"""
2099	Build the panel from the fit result
2100
2101	:param chisqr: Value of the goodness of fit metric
2102	:param p_name: the name of parameters
2103	:param out: list of parameter with the best value found during fitting
2104	:param cov: Covariance matrix
2105
2106	"""
2107	# make sure stop button to fit button all the time
2108	self._on_fit_complete()
2109	if out == None or not numpy.isfinite(chisqr):
2110	raise ValueError,"Fit error occured..."
2111
2112	is_modified = False
2113	has_error = False
2114	dispersity = ''
2115
2116	#Hide textctrl boxes of errors.
2117	self._clear_Err_on_Fit()
2118
2119	#Check if chi2 is finite
2120	if chisqr != None and numpy.isfinite(chisqr):
2121	#format chi2
2122	if self.engine_type == "park":
2123	npt_fit = float(self.get_npts2fit())
2124	# Taking care this in parkemgine
2125	#if npt_fit > 0:
2126	# chisqr =chisqr/npt_fit
2127	chi2 = format_number(chisqr, True)
2128	self.tcChi.SetValue(chi2)
2129	self.tcChi.Refresh()
2130	else:
2131	self.tcChi.SetValue("-")
2132
2133	#Hide error title
2134	if self.text2_3.IsShown() and not self.is_mac:
2135	self.text2_3.Hide()
2136
2137	try:
2138	if self.enable_disp.GetValue():
2139	if hasattr(self,"text_disp_1" ):
2140	if self.text_disp_1 != None and not self.is_mac:
2141	self.text_disp_1.Hide()
2142	except:
2143	dispersity = None
2144	pass
2145
2146
2147	i = 0
2148	#Set the panel when fit result are list
2149	for item in self.param_toFit:
2150	if len(item)>5 and item != None:
2151	## reset error value to initial state
2152	if not self.is_mac:
2153	item[3].Hide()
2154	item[4].Hide()
2155	for ind in range(len(out)):
2156	if item[1] == p_name[ind]:
2157	break
2158	if len(out)<=len(self.param_toFit) and out[ind] !=None:
2159	val_out = format_number(out[ind], True)
2160	item[2].SetValue(val_out)
2161
2162	if(cov !=None and len(cov) == len(out)):
2163	try:
2164	if dispersity !=None:
2165	if self.enable_disp.GetValue():
2166	if hasattr(self,"text_disp_1" ):
2167	if self.text_disp_1!=None:
2168	if not self.text_disp_1.IsShown()\
2169	and not self.is_mac:
2170	self.text_disp_1.Show(True)
2171	except:
2172	pass
2173
2174	if cov[ind]!=None :
2175	if numpy.isfinite(float(cov[ind])):
2176	val_err = format_number(cov[ind], True)
2177	if not self.is_mac:
2178	item[3].Show(True)
2179	item[4].Show(True)
2180	item[4].SetValue(val_err)
2181	has_error = True
2182	i += 1
2183	#Show error title when any errors displayed
2184	if has_error:
2185	if not self.text2_3.IsShown():
2186	self.text2_3.Show(True)
2187	## save current state
2188	self.save_current_state()
2189
2190	#self._lay_out()
2191	if not self.is_mac:
2192	self.Layout()
2193	self.Refresh()
2194	self._mac_sleep(0.1)
2195	#plot model ( when drawing, do not update chisqr value again)
2196	self._draw_model(update_chisqr=False, source = 'fit')
2197	#PostStatusEvent
2198	#msg = "Fit completed!dddd "
2199	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2200
2201	def onWeighting(self, event):
2202	"""
2203	On Weighting radio button event, sets the weightbt_string
2204	"""
2205	self.weightbt_string = event.GetEventObject().GetLabelText()
2206	self._set_weight()
2207
2208	def _set_weight(self, is_2D=None):
2209	"""
2210	Set weight in fit problem
2211	"""
2212	# compute weight for the current data
2213	from .utils import get_weight
2214	flag_weight = self.get_weight_flag()
2215	if is_2D == None:
2216	is_2D = self._is_2D()
2217	weight = get_weight(data=self.data,
2218	is2d=is_2D,
2219	flag=flag_weight)
2220	self._manager.set_fit_weight(uid=self.uid,
2221	flag=flag_weight,
2222	is2d=is_2D,
2223	fid=None)
2224
2225	def onPinholeSmear(self, event):
2226	"""
2227	Create a custom pinhole smear object that will change the way residuals
2228	are compute when fitting
2229
2230	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2231	None for 1D
2232
2233	"""
2234	if self.model == None:
2235	self.disable_smearer.SetValue(True)
2236	if event == None:
2237	return
2238	msg="Please select a Model first..."
2239	wx.MessageBox(msg, 'Info')
2240	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2241	"Smear: %s"%msg))
2242	return
2243
2244	# Need update param values
2245	self._update_paramv_on_fit()
2246
2247	# msg default
2248	msg = None
2249	if event != None:
2250	tcrtl= event.GetEventObject()
2251	# event case of radio button
2252	if tcrtl.GetValue()== True:
2253	self.dx_min = 0.0
2254	self.dx_max = 0.0
2255	is_new_pinhole = True
2256	else:
2257	is_new_pinhole = self._is_changed_pinhole()
2258	else:
2259	is_new_pinhole = True
2260	# if any value is changed
2261	if is_new_pinhole:
2262	msg = self._set_pinhole_smear()
2263	# hide all silt sizer
2264	self._hide_all_smear_info()
2265
2266	##Calculate chi2
2267	temp_smearer = self.current_smearer
2268	#self.compute_chisqr(smearer= temp_smearer)
2269
2270	# show relevant slit sizers
2271	self._show_smear_sizer()
2272
2273	self.sizer_set_smearer.Layout()
2274	self.Layout()
2275
2276	if event != None:
2277	event.Skip()
2278	#self._undo.Enable(True)
2279	self.save_current_state()
2280	event = PageInfoEvent(page = self)
2281	wx.PostEvent(self.parent, event)
2282
2283	def _is_changed_pinhole(self):
2284	"""
2285	check if any of pinhole smear is changed
2286
2287	:return: True or False
2288
2289	"""
2290	# get the values
2291	pin_min = self.smear_pinhole_min.GetValue()
2292	pin_max = self.smear_pinhole_max.GetValue()
2293
2294	# Check changes in slit width
2295	try:
2296	dx_min = float(pin_min)
2297	except:
2298	return True
2299	if self.dx_min != dx_min:
2300	return True
2301
2302	# Check changes in slit heigth
2303	try:
2304	dx_max = float(pin_max)
2305	except:
2306	return True
2307	if self.dx_max != dx_max:
2308	return True
2309	return False
2310
2311	def _set_pinhole_smear(self):
2312	"""
2313	Set custom pinhole smear
2314
2315	:return: msg
2316
2317	"""
2318	# copy data
2319	data = copy.deepcopy(self.data)
2320	if self._is_2D():
2321	self.smear_type = 'Pinhole2d'
2322	len_data = len(data.data)
2323	data.dqx_data = numpy.zeros(len_data)
2324	data.dqy_data = numpy.zeros(len_data)
2325	else:
2326	self.smear_type = 'Pinhole'
2327	len_data = len(data.x)
2328	data.dx = numpy.zeros(len_data)
2329	data.dxl = None
2330	data.dxw = None
2331	msg = None
2332
2333	get_pin_min = self.smear_pinhole_min
2334	get_pin_max = self.smear_pinhole_max
2335
2336	if not check_float(get_pin_min):
2337	get_pin_min.SetBackgroundColour("pink")
2338	msg= "Model Error:wrong value entered!!!"
2339	elif not check_float(get_pin_max ):
2340	get_pin_max.SetBackgroundColour("pink")
2341	msg= "Model Error:wrong value entered!!!"
2342	else:
2343	if len_data < 2: len_data = 2
2344	self.dx_min = float(get_pin_min.GetValue())
2345	self.dx_max = float(get_pin_max.GetValue())
2346	if self.dx_min < 0:
2347	get_pin_min.SetBackgroundColour("pink")
2348	msg= "Model Error:This value can not be negative!!!"
2349	elif self.dx_max <0:
2350	get_pin_max.SetBackgroundColour("pink")
2351	msg= "Model Error:This value can not be negative!!!"
2352	elif self.dx_min != None and self.dx_max != None:
2353	if self._is_2D():
2354	data.dqx_data[data.dqx_data==0] = self.dx_min
2355	data.dqy_data[data.dqy_data==0] = self.dx_max
2356	elif self.dx_min == self.dx_max:
2357	data.dx[data.dx==0] = self.dx_min
2358	else:
2359	step = (self.dx_max - self.dx_min)/(len_data-1)
2360	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2361	step)
2362	elif self.dx_min != None:
2363	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2364	else: data.dx[data.dx==0] = self.dx_min
2365	elif self.dx_max != None:
2366	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2367	else: data.dx[data.dx==0] = self.dx_max
2368	self.current_smearer = smear_selection(data, self.model)
2369	# 2D need to set accuracy
2370	if self._is_2D():
2371	self.current_smearer.set_accuracy(accuracy = \
2372	self.smear2d_accuracy)
2373
2374	if msg != None:
2375	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2376	else:
2377	get_pin_min.SetBackgroundColour("white")
2378	get_pin_max.SetBackgroundColour("white")
2379	## set smearing value whether or not the data contain the smearing info
2380
2381	self._manager.set_smearer(smearer=self.current_smearer,
2382	fid=self.data.id,
2383	qmin=float(self.qmin_x),
2384	qmax= float(self.qmax_x),
2385	enable_smearer=not self.disable_smearer.GetValue(),
2386	uid=self.uid)
2387	return msg
2388
2389	def update_pinhole_smear(self):
2390	"""
2391	called by kill_focus on pinhole TextCntrl
2392	to update the changes
2393
2394	:return: False when wrong value was entered
2395
2396	"""
2397	# msg default
2398	msg = None
2399	# check if any value is changed
2400	if self._is_changed_pinhole():
2401	msg = self._set_pinhole_smear()
2402	#self._undo.Enable(True)
2403	wx.CallAfter(self.save_current_state)
2404
2405	if msg != None:
2406	return False
2407	else:
2408	return True
2409
2410	def onSlitSmear(self, event):
2411	"""
2412	Create a custom slit smear object that will change the way residuals
2413	are compute when fitting
2414	"""
2415	if self.model == None:
2416	self.disable_smearer.SetValue(True)
2417	if event == None:
2418	return
2419	msg="Please select a Model first..."
2420	wx.MessageBox(msg, 'Info')
2421	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2422	"Smear: %s"%msg))
2423	return
2424
2425	# Need update param values
2426	self._update_paramv_on_fit()
2427
2428	# msg default
2429	msg = None
2430	# for event given
2431	if event != None:
2432	tcrtl= event.GetEventObject()
2433	# event case of radio button
2434	if tcrtl.GetValue():
2435	self.dxl = 0.0
2436	self.dxw = 0.0
2437	is_new_slit = True
2438	else:
2439	is_new_slit = self._is_changed_slit()
2440	else:
2441	is_new_slit = True
2442
2443	# if any value is changed
2444	if is_new_slit:
2445	msg = self._set_slit_smear()
2446
2447	# hide all silt sizer
2448	self._hide_all_smear_info()
2449	##Calculate chi2
2450	#self.compute_chisqr(smearer= self.current_smearer)
2451	# show relevant slit sizers
2452	self._show_smear_sizer()
2453	self.sizer_set_smearer.Layout()
2454	self.Layout()
2455
2456	if event != None:
2457	event.Skip()
2458	#self._undo.Enable(True)
2459	self.save_current_state()
2460	event = PageInfoEvent(page = self)
2461	wx.PostEvent(self.parent, event)
2462	if msg != None:
2463	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2464
2465	def _is_changed_slit(self):
2466	"""
2467	check if any of slit lengths is changed
2468
2469	:return: True or False
2470
2471	"""
2472	# get the values
2473	width = self.smear_slit_width.GetValue()
2474	height = self.smear_slit_height.GetValue()
2475
2476	# check and change the box bg color if it was pink
2477	# but it should be white now
2478	# because this is the case that _set_slit_smear() will not handle
2479	if height.lstrip().rstrip()=="":
2480	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2481	if width.lstrip().rstrip()=="":
2482	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2483
2484	# Check changes in slit width
2485	if width == "":
2486	dxw = 0.0
2487	else:
2488	try:
2489	dxw = float(width)
2490	except:
2491	return True
2492	if self.dxw != dxw:
2493	return True
2494
2495	# Check changes in slit heigth
2496	if height == "":
2497	dxl = 0.0
2498	else:
2499	try:
2500	dxl = float(height)
2501	except:
2502	return True
2503	if self.dxl != dxl:
2504	return True
2505
2506	return False
2507
2508	def _set_slit_smear(self):
2509	"""
2510	Set custom slit smear
2511
2512	:return: message to inform the user about the validity
2513	of the values entered for slit smear
2514	"""
2515	if self.data.__class__.__name__ == "Data2D" or \
2516	self.enable2D:
2517	return
2518	temp_smearer = None
2519	# make sure once more if it is smearer
2520	data = copy.deepcopy(self.data)
2521	data_len = len(data.x)
2522	data.dx = None
2523	data.dxl = None
2524	data.dxw = None
2525	msg = None
2526
2527	try:
2528	self.dxl = float(self.smear_slit_height.GetValue())
2529	data.dxl = self.dxl* numpy.ones(data_len)
2530	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2531	except:
2532	data.dxl = numpy.zeros(data_len)
2533	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2534	self.smear_slit_height.SetBackgroundColour("pink")
2535	msg = "Wrong value entered... "
2536	else:
2537	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2538	try:
2539	self.dxw = float(self.smear_slit_width.GetValue())
2540	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2541	data.dxw = self.dxw* numpy.ones(data_len)
2542	except:
2543	data.dxw = numpy.zeros(data_len)
2544	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2545	self.smear_slit_width.SetBackgroundColour("pink")
2546	msg = "Wrong Fit value entered... "
2547	else:
2548	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2549
2550	self.current_smearer = smear_selection(data, self.model)
2551	#temp_smearer = self.current_smearer
2552	## set smearing value whether or not the data contain the smearing info
2553	self._manager.set_smearer(smearer=self.current_smearer,
2554	fid=self.data.id,
2555	qmin=float(self.qmin_x),
2556	qmax= float(self.qmax_x),
2557	enable_smearer=not self.disable_smearer.GetValue(),
2558	uid=self.uid)
2559	return msg
2560
2561	def update_slit_smear(self):
2562	"""
2563	called by kill_focus on pinhole TextCntrl
2564	to update the changes
2565
2566	:return: False when wrong value was entered
2567
2568	"""
2569	# msg default
2570	msg = None
2571	# check if any value is changed
2572	if self._is_changed_slit():
2573	msg = self._set_slit_smear()
2574	#self._undo.Enable(True)
2575	self.save_current_state()
2576
2577	if msg != None:
2578	return False
2579	else:
2580	return True
2581
2582	def onSmear(self, event):
2583	"""
2584	Create a smear object that will change the way residuals
2585	are compute when fitting
2586	"""
2587	if event != None:
2588	event.Skip()
2589	if self.data is None:
2590	return
2591
2592	if self.model == None:
2593	self.disable_smearer.SetValue(True)
2594	if event == None:
2595	return
2596	msg="Please select a Model first..."
2597	wx.MessageBox(msg, 'Info')
2598	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2599	"Smear: %s"%msg))
2600	return
2601	# Need update param values
2602	self._update_paramv_on_fit()
2603	temp_smearer = self.on_smear_helper()
2604
2605	self.sizer_set_smearer.Layout()
2606	self.Layout()
2607	self._set_weight()
2608
2609	## set smearing value whether or not the data contain the smearing info
2610	wx.CallAfter(self._manager.set_smearer, uid=self.uid, smearer=temp_smearer,
2611	fid=self.data.id,
2612	qmin=float(self.qmin_x),
2613	qmax=float(self.qmax_x),
2614	enable_smearer=not self.disable_smearer.GetValue(),
2615	draw=True)
2616
2617	self.state.enable_smearer= self.enable_smearer.GetValue()
2618	self.state.disable_smearer=self.disable_smearer.GetValue()
2619	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2620	self.state.slit_smearer = self.slit_smearer.GetValue()
2621
2622	def on_smear_helper(self, update=False):
2623	"""
2624	Help for onSmear
2625
2626	:param update: force or not to update
2627	"""
2628	self._get_smear_info()
2629	temp_smearer = None
2630	#renew smear sizer
2631	if self.smear_type != None:
2632	self.smear_description_smear_type.SetValue(str(self.smear_type))
2633	self.smear_data_left.SetValue(str(self.dq_l))
2634	self.smear_data_right.SetValue(str(self.dq_r))
2635
2636	self._hide_all_smear_info()
2637	data = copy.deepcopy(self.data)
2638
2639	# make sure once more if it is smearer
2640	temp_smearer = smear_selection(data, self.model)
2641	if self.current_smearer != temp_smearer or update:
2642	self.current_smearer = temp_smearer
2643	if self.enable_smearer.GetValue():
2644	if hasattr(self.data,"dxl"):
2645	msg= ": Resolution smearing parameters"
2646	if hasattr(self.data,"dxw"):
2647	msg= ": Slit smearing parameters"
2648	if self.current_smearer ==None:
2649	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2650	"Data contains no smearing information"))
2651	else:
2652	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2653	"Data contains smearing information"))
2654
2655	#self.smear_description_dqdata.Show(True)
2656	self.smear_data_left.Show(True)
2657	self.smear_data_right.Show(True)
2658	temp_smearer= self.current_smearer
2659	elif self.disable_smearer.GetValue():
2660	self.smear_description_none.Show(True)
2661	elif self.pinhole_smearer.GetValue():
2662	self.onPinholeSmear(None)
2663	elif self.slit_smearer.GetValue():
2664	self.onSlitSmear(None)
2665	self._show_smear_sizer()
2666
2667	return temp_smearer
2668
2669	def on_complete_chisqr(self, event):
2670	"""
2671	Display result chisqr on the panel
2672	:event: activated by fitting/ complete after draw
2673	"""
2674	try:
2675	if event == None:
2676	output= "-"
2677	elif not numpy.isfinite(event.output):
2678	output= "-"
2679	else:
2680	output = event.output
2681	self.tcChi.SetValue(str(format_number(output, True)))
2682	self.state.tcChi = self.tcChi.GetValue()
2683	except:
2684	pass
2685
2686
2687	def get_all_checked_params(self):
2688	"""
2689	Found all parameters current check and add them to list of parameters to
2690	fit
2691	"""
2692	self.param_toFit = []
2693	for item in self.parameters:
2694	if item[0].GetValue() and item not in self.param_toFit:
2695	self.param_toFit.append(item)
2696	for item in self.fittable_param:
2697	if item[0].GetValue() and item not in self.param_toFit:
2698	self.param_toFit.append(item)
2699	self.save_current_state_fit()
2700
2701
2702	event = PageInfoEvent(page = self)
2703	wx.PostEvent(self.parent, event)
2704	param2fit = []
2705	for item in self.param_toFit:
2706	if item[0]:
2707	param2fit.append(item[1])
2708	self.parent._manager.set_param2fit(self.uid, param2fit)
2709
2710	def select_all_param(self, event):
2711	"""
2712	set to true or false all checkBox given the main checkbox value cb1
2713	"""
2714	self.param_toFit = []
2715	if self.parameters !=[]:
2716	if self.cb1.GetValue():
2717	for item in self.parameters:
2718	## for data2D select all to fit
2719	if self.data.__class__.__name__== "Data2D" or \
2720	self.enable2D:
2721	item[0].SetValue(True)
2722	self.param_toFit.append(item)
2723	else:
2724	## for 1D all parameters except orientation
2725	if not item in self.orientation_params:
2726	item[0].SetValue(True)
2727	self.param_toFit.append(item )
2728	#if len(self.fittable_param)>0:
2729	for item in self.fittable_param:
2730	if self.data.__class__.__name__== "Data2D" or \
2731	self.enable2D:
2732	item[0].SetValue(True)
2733	self.param_toFit.append(item)
2734	try:
2735	if len(self.values[item[1]]) > 0:
2736	item[0].SetValue(False)
2737	except:
2738	pass
2739
2740	else:
2741	## for 1D all parameters except orientation
2742	if not item in self.orientation_params_disp:
2743	item[0].SetValue(True)
2744	self.param_toFit.append(item )
2745	try:
2746	if len(self.values[item[1]]) > 0:
2747	item[0].SetValue(False)
2748	except:
2749	pass
2750
2751	else:
2752	for item in self.parameters:
2753	item[0].SetValue(False)
2754	for item in self.fittable_param:
2755	item[0].SetValue(False)
2756	self.param_toFit=[]
2757
2758	self.save_current_state_fit()
2759
2760	if event !=None:
2761	#self._undo.Enable(True)
2762	## post state to fit panel
2763	event = PageInfoEvent(page = self)
2764	wx.PostEvent(self.parent, event)
2765	param2fit = []
2766	for item in self.param_toFit:
2767	if item[0]:
2768	param2fit.append(item[1])
2769	self.parent._manager.set_param2fit(self.uid, param2fit)
2770
2771
2772	def select_param(self,event):
2773	"""
2774	Select TextCtrl checked for fitting purpose and stores them
2775	in self.param_toFit=[] list
2776	"""
2777	self.param_toFit = []
2778	for item in self.parameters:
2779	#Skip t ifhe angle parameters if 1D data
2780	if self.data.__class__.__name__ != "Data2D" and\
2781	not self.enable2D:
2782	if item in self.orientation_params:
2783	continue
2784	#Select parameters to fit for list of primary parameters
2785	if item[0].GetValue():
2786	if not (item in self.param_toFit):
2787	self.param_toFit.append(item )
2788	else:
2789	#remove parameters from the fitting list
2790	if item in self.param_toFit:
2791	self.param_toFit.remove(item)
2792
2793	#Select parameters to fit for list of fittable parameters
2794	# with dispersion
2795	for item in self.fittable_param:
2796	#Skip t ifhe angle parameters if 1D data
2797	if self.data.__class__.__name__ != "Data2D" and\
2798	not self.enable2D:
2799	if item in self.orientation_params:
2800	continue
2801	if item[0].GetValue():
2802	if not (item in self.param_toFit):
2803	self.param_toFit.append(item)
2804	else:
2805	#remove parameters from the fitting list
2806	if item in self.param_toFit:
2807	self.param_toFit.remove(item)
2808
2809	#Calculate num. of angle parameters
2810	if self.data.__class__.__name__ == "Data2D" or \
2811	self.enable2D:
2812	len_orient_para = 0
2813	else:
2814	len_orient_para = len(self.orientation_params) #assume even len
2815	#Total num. of angle parameters
2816	if len(self.fittable_param) > 0:
2817	len_orient_para *= 2
2818	#Set the value of checkbox that selected every checkbox or not
2819	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2820	len(self.param_toFit):
2821	self.cb1.SetValue(True)
2822	else:
2823	self.cb1.SetValue(False)
2824
2825
2826
2827	self.save_current_state_fit()
2828	if event !=None:
2829	#self._undo.Enable(True)
2830	## post state to fit panel
2831	event = PageInfoEvent(page = self)
2832	wx.PostEvent(self.parent, event)
2833
2834	param2fit = []
2835	for item in self.param_toFit:
2836	if item[0]:
2837	param2fit.append(item[1])
2838	self.parent._manager.set_param2fit(self.uid, param2fit)
2839
2840	def set_model_param_sizer(self, model):
2841	"""
2842	Build the panel from the model content
2843
2844	:param model: the model selected in combo box for fitting purpose
2845
2846	"""
2847	self.sizer3.Clear(True)
2848	self.parameters = []
2849	self.str_parameters = []
2850	self.param_toFit=[]
2851	self.fittable_param=[]
2852	self.fixed_param=[]
2853	self.orientation_params=[]
2854	self.orientation_params_disp=[]
2855
2856	if model ==None:
2857	self.sizer3.Layout()
2858	self.SetupScrolling()
2859	return
2860	## the panel is drawn using the current value of the fit engine
2861	if self.engine_type==None and self._manager !=None:
2862	self.engine_type= self._manager._return_engine_type()
2863
2864	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2865	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2866	sizer = wx.GridBagSizer(5,5)
2867	## save the current model
2868	self.model = model
2869
2870	keys = self.model.getParamList()
2871	#list of dispersion paramaters
2872	self.disp_list=self.model.getDispParamList()
2873
2874	def custom_compare(a,b):
2875	"""
2876	Custom compare to order, first by alphabets then second by number.
2877	"""
2878	# number at the last digit
2879	a_last = a[len(a)-1]
2880	b_last = b[len(b)-1]
2881	# default
2882	num_a = None
2883	num_b = None
2884	# split the names
2885	a2 = a.lower().split('_')
2886	b2 = b.lower().split('_')
2887	# check length of a2, b2
2888	len_a2 = len(a2)
2889	len_b2 = len(b2)
2890	# check if it contains a int number(<10)
2891	try:
2892	num_a = int(a_last)
2893	except: pass
2894	try:
2895	num_b = int(b_last)
2896	except: pass
2897	# Put 'scale' near the top; happens
2898	# when numbered param name exists
2899	if a == 'scale':
2900	return -1
2901	# both have a number
2902	if num_a != None and num_b != None:
2903	if num_a > num_b: return -1
2904	# same number
2905	elif num_a == num_b:
2906	# different last names
2907	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2908	return -cmp(a2[len_a2-1], b2[len_b2-1])
2909	else:
2910	return cmp(a, b)
2911	else: return 1
2912	# one of them has a number
2913	elif num_a != None: return 1
2914	elif num_b != None: return -1
2915	# no numbers
2916	else: return cmp(a.lower(), b.lower())
2917
2918
2919	keys.sort(custom_compare)
2920
2921	iy = 0
2922	ix = 0
2923	select_text = "Select All"
2924	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2925	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2926	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2927	self.cb1.SetValue(True)
2928
2929	sizer.Add(self.cb1,(iy, ix),(1,1),\
2930	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2931	ix +=1
2932	self.text2_2 = wx.StaticText(self, -1, 'Value')
2933	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2934	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2935	ix +=2
2936	self.text2_3 = wx.StaticText(self, -1, 'Error')
2937	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2938	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2939	if not self.is_mac:
2940	self.text2_3.Hide()
2941	ix +=1
2942	self.text2_min = wx.StaticText(self, -1, 'Min')
2943	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2944	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2945	#self.text2_min.Hide()
2946	ix +=1
2947	self.text2_max = wx.StaticText(self, -1, 'Max')
2948	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2949	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2950	#self.text2_max.Hide()
2951	ix += 1
2952	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2953	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2954	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2955	self.text2_4.Hide()
2956
2957	CHECK_STATE = self.cb1.GetValue()
2958	for item in keys:
2959	if not item in self.disp_list and not item in \
2960	self.model.orientation_params:
2961
2962	##prepare a spot to store errors
2963	if not self.model.details.has_key(item):
2964	self.model.details [item] = ["",None,None]
2965
2966	iy += 1
2967	ix = 0
2968	if (self.model.__class__ in \
2969	self.model_list_box["Multi-Functions"] or \
2970	self.temp_multi_functional)\
2971	and (item in self.model.non_fittable):
2972	non_fittable_name = wx.StaticText(self, -1, item )
2973	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2974	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2975	## add parameter value
2976	ix += 1
2977	value= self.model.getParam(item)
2978	if len(self.model.fun_list) > 0:
2979	num = item.split('_')[1][5:7]
2980	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2981	style=wx.CB_READONLY, name = '%s'% item)
2982	self._set_fun_box_list(fun_box)
2983	fun_box.SetSelection(0)
2984	#self.fun_box.SetToolTipString("A function
2985	# describing the interface")
2986	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2987	else:
2988	fun_box = self.ModelTextCtrl(self, -1,
2989	size=(_BOX_WIDTH,20),
2990	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2991	fun_box.SetToolTipString(\
2992	"Hit 'Enter' after typing to update the plot.")
2993	fun_box.SetValue(format_number(value, True))
2994	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2995	self.str_parameters.append([None,item, fun_box,
2996	None, None, None,
2997	None, None])
2998
2999
3000	else:
3001	## add parameters name with checkbox for selecting to fit
3002	cb = wx.CheckBox(self, -1, item)
3003	cb.SetValue(CHECK_STATE)
3004	cb.SetToolTipString(" Check mark to fit.")
3005	#cb.SetValue(True)
3006	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3007
3008	sizer.Add( cb,( iy, ix),(1,1),
3009	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3010
3011	## add parameter value
3012	ix += 1
3013	value= self.model.getParam(item)
3014	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3015	style=wx.TE_PROCESS_ENTER)
3016	ctl1.SetToolTipString(\
3017	"Hit 'Enter' after typing to update the plot.")
3018	ctl1.SetValue(format_number(value, True))
3019	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3020	## text to show error sign
3021	ix += 1
3022	text2=wx.StaticText(self, -1, '+/-')
3023	sizer.Add(text2,(iy, ix),(1,1),\
3024	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3025	if not self.is_mac:
3026	text2.Hide()
3027	ix += 1
3028	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3029	sizer.Add(ctl2, (iy,ix),(1,1),
3030	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3031	if not self.is_mac:
3032	ctl2.Hide()
3033
3034	ix += 1
3035	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3036	style=wx.TE_PROCESS_ENTER,
3037	text_enter_callback = self._onparamRangeEnter)
3038
3039	sizer.Add(ctl3, (iy,ix),(1,1),
3040	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3041
3042	ix += 1
3043	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
3044	style=wx.TE_PROCESS_ENTER,
3045	text_enter_callback = self._onparamRangeEnter)
3046	sizer.Add(ctl4, (iy,ix),(1,1),
3047	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
3048
3049	ix +=1
3050	# Units
3051	if self.model.details.has_key(item):
3052	units = wx.StaticText(self, -1,
3053	self.model.details[item][0], style=wx.ALIGN_LEFT)
3054	else:
3055	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3056	sizer.Add(units, (iy,ix),(1,1),
3057	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3058
3059	##[cb state, name, value, "+/-", error of fit, min, max , units]
3060	self.parameters.append([cb,item, ctl1,
3061	text2,ctl2, ctl3, ctl4,units])
3062
3063	iy+=1
3064	sizer.Add((10,10),(iy,ix),(1,1),
3065	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3066
3067	# type can be either Guassian or Array
3068	if len(self.model.dispersion.values())>0:
3069	type= self.model.dispersion.values()[0]["type"]
3070	else:
3071	type = "Gaussian"
3072
3073	iy += 1
3074	ix = 0
3075	#Add tile for orientational angle
3076	for item in keys:
3077	if item in self.model.orientation_params:
3078	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
3079	sizer.Add(orient_angle,(iy, ix),(1,1),
3080	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
3081	if not self.data.__class__.__name__ == "Data2D" and \
3082	not self.enable2D:
3083	orient_angle.Hide()
3084	else:
3085	orient_angle.Show(True)
3086	break
3087
3088	#For Gaussian only
3089	if type.lower() != "array":
3090	for item in self.model.orientation_params:
3091	if not item in self.disp_list:
3092	##prepare a spot to store min max
3093	if not self.model.details.has_key(item):
3094	self.model.details [item] = ["",None,None]
3095
3096	iy += 1
3097	ix = 0
3098	## add parameters name with checkbox for selecting to fit
3099	cb = wx.CheckBox(self, -1, item )
3100	cb.SetValue(CHECK_STATE)
3101	cb.SetToolTipString("Check mark to fit")
3102	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3103	if self.data.__class__.__name__ == "Data2D" or \
3104	self.enable2D:
3105	cb.Show(True)
3106	else:
3107	cb.Hide()
3108	sizer.Add( cb,( iy, ix),(1,1),
3109	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
3110
3111	## add parameter value
3112	ix += 1
3113	value= self.model.getParam(item)
3114	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
3115	style=wx.TE_PROCESS_ENTER)
3116	ctl1.SetToolTipString(\
3117	"Hit 'Enter' after typing to update the plot.")
3118	ctl1.SetValue(format_number(value, True))
3119	if self.data.__class__.__name__ == "Data2D" or \
3120	self.enable2D:
3121	ctl1.Show(True)
3122	else:
3123	ctl1.Hide()
3124	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
3125	## text to show error sign
3126	ix += 1
3127	text2=wx.StaticText(self, -1, '+/-')
3128	sizer.Add(text2,(iy, ix),(1,1),\
3129	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3130
3131	text2.Hide()
3132	ix += 1
3133	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
3134	sizer.Add(ctl2, (iy,ix),(1,1),
3135	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3136
3137	ctl2.Hide()
3138
3139
3140	ix += 1
3141	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3142	style=wx.TE_PROCESS_ENTER,
3143	text_enter_callback = self._onparamRangeEnter)
3144
3145	sizer.Add(ctl3, (iy,ix),(1,1),
3146	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3147	ctl3.Hide()
3148
3149	ix += 1
3150	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
3151	style=wx.TE_PROCESS_ENTER,
3152	text_enter_callback = self._onparamRangeEnter)
3153	sizer.Add(ctl4, (iy,ix),(1,1),
3154	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3155
3156	ctl4.Hide()
3157
3158	if self.data.__class__.__name__ == "Data2D" or \
3159	self.enable2D:
3160	if self.is_mac:
3161	text2.Show(True)
3162	ctl2.Show(True)
3163	ctl3.Show(True)
3164	ctl4.Show(True)
3165
3166	ix +=1
3167	# Units
3168	if self.model.details.has_key(item):
3169	units = wx.StaticText(self, -1,
3170	self.model.details[item][0],
3171	style=wx.ALIGN_LEFT)
3172	else:
3173	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
3174	if self.data.__class__.__name__ == "Data2D" or \
3175	self.enable2D:
3176	units.Show(True)
3177
3178	else:
3179	units.Hide()
3180
3181	sizer.Add(units, (iy,ix),(1,1),
3182	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
3183
3184	##[cb state, name, value, "+/-", error of fit,min,max,units]
3185	self.parameters.append([cb,item, ctl1,
3186	text2,ctl2, ctl3, ctl4,units])
3187	self.orientation_params.append([cb,item, ctl1,
3188	text2,ctl2, ctl3, ctl4,units])
3189
3190	iy+=1
3191
3192	#Display units text on panel
3193	for item in keys:
3194	if self.model.details.has_key(item):
3195	self.text2_4.Show()
3196	#Fill the list of fittable parameters
3197	self.get_all_checked_params()
3198	self.save_current_state_fit()
3199	boxsizer1.Add(sizer)
3200	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
3201	self.sizer3.Layout()
3202	self.Layout()
3203	#self.Refresh()
3204
3205	def on_right_down(self, event):
3206	"""
3207	Get key stroke event
3208	"""
3209	if self.data == None:
3210	return
3211	# Figuring out key combo: Cmd for copy, Alt for paste
3212	if event.AltDown() and event.ShiftDown():
3213	self._manager.show_ftol_dialog()
3214	flag = True
3215	elif event.AltDown() or event.ShiftDown():
3216	flag = False
3217	else:
3218	return
3219	# make event free
3220	event.Skip()
3221	# messages depending on the flag
3222	if not flag:
3223	msg = " Could not open ftol dialog;"
3224	msg += " Check if the Scipy fit engine is selected in the menubar."
3225	infor = 'warning'
3226	# inform msg to wx
3227	wx.PostEvent( self.parent.parent,
3228	StatusEvent(status= msg, info=infor))
3229
3230
3231	def _onModel2D(self, event):
3232	"""
3233	toggle view of model from 1D to 2D or 2D from 1D
3234	"""
3235	if self.model_view.GetLabelText() == "Show 2D":
3236	self.model_view.SetLabel("Show 1D")
3237	self.enable2D = True
3238
3239	else:
3240	self.model_view.SetLabel("Show 2D")
3241	self.enable2D = False
3242	self.Show(False)
3243	self.create_default_data()
3244	self._manager.store_data(self.uid, data_list=[self.data])
3245
3246	self.set_model_param_sizer(self.model)
3247	self._set_sizer_dispersion()
3248	self._set_weight(is_2D= self.enable2D)
3249	self._set_smear_buttons()
3250	self.Show(True)
3251	self.SetupScrolling()
3252	self._draw_model()
3253
3254	self.state.enable2D = copy.deepcopy(self.enable2D)
3255
3256	def _set_smear_buttons(self):
3257	"""
3258	Set semarer radio buttons
3259	"""
3260	# more disables for 2D
3261	if self.data.__class__.__name__ == "Data2D" or \
3262	self.enable2D:
3263	self.slit_smearer.Disable()
3264	self.pinhole_smearer.Enable(True)
3265	self.default_mask = copy.deepcopy(self.data.mask)
3266	else:
3267	self.slit_smearer.Enable(True)
3268	self.pinhole_smearer.Enable(True)
3269
3270
3271	class BGTextCtrl(wx.TextCtrl):
3272	"""
3273	Text control used to display outputs.
3274	No editing allowed. The background is
3275	grayed out. User can't select text.
3276	"""
3277	def __init__(self, args, *kwds):
3278	wx.TextCtrl.__init__(self, args, *kwds)
3279	self.SetEditable(False)
3280	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3281
3282	# Bind to mouse event to avoid text highlighting
3283	# The event will be skipped once the call-back
3284	# is called.
3285	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3286
3287	def _click(self, event):
3288	"""
3289	Prevent further handling of the mouse event
3290	by not calling Skip().
3291	"""
3292	pass
3293

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SasView

source: sasview/fittingview/src/sans/perspectives/fitting/fitpage.py @ 9e91546

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