fitpage.py @ f5bdb4a

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 f5bdb4a was ecfcef6, checked in by Jae Cho <jhjcho@…>, 14 years ago
set check on fit params as a default
Property mode set to `100644`
File size: 118.9 KB

Line
1
2
3	import sys
4	import wx
5	import wx.lib.newevent
6	import numpy
7	import copy
8	import math
9	import time
10	from sans.models.dispersion_models import ArrayDispersion, GaussianDispersion
11	from DataLoader.data_info import Data1D
12	from sans.guiframe.events import StatusEvent
13	from sans.guiframe.utils import format_number,check_float
14
15	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
16	_BOX_WIDTH = 76
17	_DATA_BOX_WIDTH = 300
18	SMEAR_SIZE_L = 0.00
19	SMEAR_SIZE_H = 0.00
20
21	import basepage
22	from basepage import BasicPage
23	from basepage import PageInfoEvent
24	from sans.models.qsmearing import smear_selection
25
26
27	class FitPage(BasicPage):
28	"""
29	FitPanel class contains fields allowing to display results when
30	fitting a model and one data
31
32	:note: For Fit to be performed the user should check at least one parameter
33	on fit Panel window.
34	"""
35
36	def __init__(self,parent, color='rand'):
37	"""
38	Initialization of the Panel
39	"""
40	BasicPage.__init__(self, parent, color=color)
41
42	## draw sizer
43	self._fill_datainfo_sizer()
44	self.is_2D = None
45	# get smear info from data
46	self._get_smear_info()
47	self._fill_model_sizer( self.sizer1)
48	self._get_defult_custom_smear()
49	self._fill_range_sizer()
50	self._set_smear(self.data)
51	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
52	# bind key event
53	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
54	self._set_bookmark_flag(False)
55	self._set_save_flag(False)
56	self._set_preview_flag(False)
57
58
59
60	def _on_fit_complete(self):
61	"""
62	When fit is complete ,reset the fit button label.
63	"""
64	self.btFit.SetLabel("Fit")
65	self.bind_fit_button()
66
67	def _is_2D(self):
68	"""
69	Check if data_name is Data2D
70
71	:return: True or False
72
73	"""
74	if self.data.__class__.__name__ == "Data2D" or \
75	self.enable2D:
76	return True
77	return False
78
79	def _on_engine_change(self, name):
80	"""
81	get the current name of the fit engine type
82	and update the panel accordingly
83	"""
84
85	self.engine_type = str(name)
86	self.state.engine_type = self.engine_type
87	if len(self.parameters) == 0:
88	self.Layout()
89	return
90	self.Layout()
91	self.Refresh()
92
93
94
95	def _fill_range_sizer(self):
96	"""
97	Fill the sizer containing the plotting range
98	add access to npts
99	"""
100	is_2Ddata = False
101
102	# Check if data is 2D
103	if self.data.__class__.__name__ == "Data2D" or \
104	self.enable2D:
105	is_2Ddata = True
106
107	title = "Fitting"
108	#smear messages & titles
109	smear_message_none = "No smearing is selected..."
110	smear_message_dqdata = "The dQ data is being used for smearing..."
111	smear_message_2d = "Higher accuracy is very time-expensive. Use it with care..."
112	smear_message_new_ssmear = "Please enter only the value of interest to customize smearing..."
113	smear_message_new_psmear = "Please enter both; the dQ will be generated by interpolation..."
114	smear_message_2d_x_title = "<dQp>[1/A]:"
115	smear_message_2d_y_title = "<dQs>[1/A]:"
116	smear_message_pinhole_min_title = "dQ_low[1/A]:"
117	smear_message_pinhole_max_title = "dQ_high[1/A]:"
118	smear_message_slit_height_title = "Slit height[1/A]:"
119	smear_message_slit_width_title = "Slit width[1/A]:"
120
121	self._get_smear_info()
122
123	#Sizers
124	box_description_range = wx.StaticBox(self, -1,str(title))
125	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
126	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
127	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
128	self.sizer_new_smear= wx.BoxSizer(wx.HORIZONTAL)
129	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
130	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
131	smear_set_box= wx.StaticBox(self, -1,'Set Instrumental Smearing')
132	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
133	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH,85))
134	sizer_fit = wx.GridSizer(2, 4, 2, 6)
135
136	# combobox for smear2d accuracy selection
137	self.smear_accuracy = wx.ComboBox(self, -1,size=(50,-1),style=wx.CB_READONLY)
138	self._set_accuracy_list()
139	self.smear_accuracy.SetValue(self.smear2d_accuracy)
140	self.smear_accuracy.SetSelection(0)
141	self.smear_accuracy.SetToolTipString("'Higher' uses more Gaussian points for smearing computation.")
142
143	wx.EVT_COMBOBOX(self.smear_accuracy,-1, self._on_select_accuracy)
144
145	#Fit button
146	self.btFit = wx.Button(self,wx.NewId(),'Fit', size=(88,25))
147	self.default_bt_colour = self.btFit.GetDefaultAttributes()
148	self.btFit.Bind(wx.EVT_BUTTON, self._onFit,id= self.btFit.GetId())
149	self.btFit.SetToolTipString("Start fitting.")
150
151	#textcntrl for custom resolution
152	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
153	text_enter_callback = self.onPinholeSmear)
154	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
155	text_enter_callback = self.onPinholeSmear)
156	self.smear_slit_height= self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
157	text_enter_callback = self.onSlitSmear)
158	self.smear_slit_width = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH-25,20),style=wx.TE_PROCESS_ENTER,
159	text_enter_callback = self.onSlitSmear)
160
161	## smear
162	self.smear_data_left= BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
163	self.smear_data_left.SetValue(str(self.dq_l))
164	self.smear_data_right = BGTextCtrl(self, -1, size=(_BOX_WIDTH-25,20), style=0)
165	self.smear_data_right.SetValue(str(self.dq_r))
166
167	#set default values for smear
168	self.smear_pinhole_max.SetValue(str(self.dx_max))
169	self.smear_pinhole_min.SetValue(str(self.dx_min))
170	self.smear_slit_height.SetValue(str(self.dxl))
171	self.smear_slit_width.SetValue(str(self.dxw))
172
173	#Filling the sizer containing instruments smearing info.
174	self.disable_smearer = wx.RadioButton(self, -1, 'None', style=wx.RB_GROUP)
175	self.enable_smearer = wx.RadioButton(self, -1, 'Use dQ Data')
176	#self.enable_smearer.SetToolTipString("Click to use the loaded dQ data for smearing.")
177	self.pinhole_smearer = wx.RadioButton(self, -1, 'Custom Pinhole Smear')
178	#self.pinhole_smearer.SetToolTipString("Click to input custom resolution for pinhole smearing.")
179	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
180	#self.slit_smearer.SetToolTipString("Click to input custom resolution for slit smearing.")
181	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.disable_smearer.GetId())
182	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear, id=self.enable_smearer.GetId())
183	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear, id=self.pinhole_smearer.GetId())
184	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear, id=self.slit_smearer.GetId())
185	self.disable_smearer.SetValue(True)
186
187	# add 4 types of smearing to the sizer
188	sizer_smearer.Add( self.disable_smearer,0, wx.LEFT, 10)
189	sizer_smearer.Add((10,10))
190	sizer_smearer.Add( self.enable_smearer)
191	sizer_smearer.Add((10,10))
192	sizer_smearer.Add( self.pinhole_smearer )
193	sizer_smearer.Add((10,10))
194	sizer_smearer.Add( self.slit_smearer )
195	sizer_smearer.Add((10,10))
196
197	# StaticText for chi2, N(for fitting), Npts
198	self.tcChi = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
199	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
200	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75,20), style=0)
201	self.Npts_fit.SetToolTipString(\
202	" Npts : number of points selected for fitting")
203	self.Npts_total = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
204	style=wx.TE_PROCESS_ENTER,
205	text_enter_callback=self._onQrangeEnter)
206	self.Npts_total.SetValue(format_number(self.npts_x))
207	self.Npts_total.SetToolTipString(\
208	" Total Npts : total number of data points")
209
210	# Update and Draw button
211	self.draw_button = wx.Button(self,wx.NewId(),'Compute', size=(88,24))
212	self.draw_button.Bind(wx.EVT_BUTTON, \
213	self._onDraw,id= self.draw_button.GetId())
214	self.draw_button.SetToolTipString("Compute and Draw.")
215
216	box_description_1= wx.StaticText(self, -1,' Chi2/Npts')
217	box_description_2= wx.StaticText(self, -1,'Npts(Fit)')
218	box_description_3= wx.StaticText(self, -1,'Total Npts')
219	box_description_3.SetToolTipString( \
220	" Total Npts : total number of data points")
221	#box_description_4= wx.StaticText(self, -1,' ')
222
223
224	sizer_fit.Add(box_description_1,0,0)
225	sizer_fit.Add(box_description_2,0,0)
226	sizer_fit.Add(box_description_3,0,0)
227	sizer_fit.Add(self.draw_button,0,0)
228	sizer_fit.Add(self.tcChi,0,0)
229	sizer_fit.Add(self.Npts_fit ,0,0)
230	sizer_fit.Add(self.Npts_total,0,0)
231	sizer_fit.Add(self.btFit,0,0)
232
233	# StaticText for smear
234	#self.tcChi = wx.StaticText(self, -1, "-", style=wx.ALIGN_LEFT)
235	self.smear_description_none = wx.StaticText(self, -1, smear_message_none , style=wx.ALIGN_LEFT)
236	self.smear_description_dqdata = wx.StaticText(self, -1, smear_message_dqdata , style=wx.ALIGN_LEFT)
237	self.smear_description_type = wx.StaticText(self, -1, "Type:" , style=wx.ALIGN_LEFT)
238	self.smear_description_accuracy_type = wx.StaticText(self, -1, "Accuracy:" , style=wx.ALIGN_LEFT)
239	self.smear_description_smear_type = BGTextCtrl(self, -1, size=(57,20), style=0)
240	self.smear_description_smear_type.SetValue(str(self.dq_l))
241	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
242	self.smear_description_2d = wx.StaticText(self, -1, smear_message_2d , style=wx.ALIGN_LEFT)
243	self.smear_message_new_s = wx.StaticText(self, -1, smear_message_new_ssmear , style=wx.ALIGN_LEFT)
244	self.smear_message_new_p = wx.StaticText(self, -1, smear_message_new_psmear , style=wx.ALIGN_LEFT)
245	self.smear_description_2d_x = wx.StaticText(self, -1, smear_message_2d_x_title , style=wx.ALIGN_LEFT)
246	self.smear_description_2d_x.SetToolTipString(" dQp(parallel) in q_r direction.")
247	self.smear_description_2d_y = wx.StaticText(self, -1, smear_message_2d_y_title , style=wx.ALIGN_LEFT)
248	self.smear_description_2d_y.SetToolTipString(" dQs(perpendicular) in q_phi direction.")
249	self.smear_description_pin_min = wx.StaticText(self, -1, smear_message_pinhole_min_title , style=wx.ALIGN_LEFT)
250	self.smear_description_pin_max = wx.StaticText(self, -1, smear_message_pinhole_max_title , style=wx.ALIGN_LEFT)
251	self.smear_description_slit_height = wx.StaticText(self, -1, smear_message_slit_height_title , style=wx.ALIGN_LEFT)
252	self.smear_description_slit_width = wx.StaticText(self, -1, smear_message_slit_width_title , style=wx.ALIGN_LEFT)
253
254	#arrange sizers
255	#boxsizer1.Add( self.tcChi )
256	self.sizer_set_smearer.Add(sizer_smearer )
257	self.sizer_set_smearer.Add((10,10))
258	self.sizer_set_smearer.Add( self.smear_description_none,0, wx.CENTER, 10 )
259	self.sizer_set_smearer.Add( self.smear_description_dqdata,0, wx.CENTER, 10 )
260	self.sizer_set_smearer.Add( self.smear_description_2d,0, wx.CENTER, 10 )
261	self.sizer_new_smear.Add( self.smear_description_type,0, wx.CENTER, 10 )
262	self.sizer_new_smear.Add( self.smear_description_accuracy_type,0, wx.CENTER, 10 )
263	self.sizer_new_smear.Add( self.smear_accuracy )
264	self.sizer_new_smear.Add( self.smear_description_smear_type,0, wx.CENTER, 10 )
265	self.sizer_new_smear.Add((15,-1))
266	self.sizer_new_smear.Add( self.smear_description_2d_x,0, wx.CENTER, 10 )
267	self.sizer_new_smear.Add( self.smear_description_pin_min,0, wx.CENTER, 10 )
268	self.sizer_new_smear.Add( self.smear_description_slit_height,0, wx.CENTER, 10 )
269
270	self.sizer_new_smear.Add( self.smear_pinhole_min,0, wx.CENTER, 10 )
271	self.sizer_new_smear.Add( self.smear_slit_height,0, wx.CENTER, 10 )
272	self.sizer_new_smear.Add( self.smear_data_left,0, wx.CENTER, 10 )
273	self.sizer_new_smear.Add((20,-1))
274	self.sizer_new_smear.Add( self.smear_description_2d_y,0, wx.CENTER, 10 )
275	self.sizer_new_smear.Add( self.smear_description_pin_max,0, wx.CENTER, 10 )
276	self.sizer_new_smear.Add( self.smear_description_slit_width,0, wx.CENTER, 10 )
277
278	self.sizer_new_smear.Add( self.smear_pinhole_max,0, wx.CENTER, 10 )
279	self.sizer_new_smear.Add( self.smear_slit_width,0, wx.CENTER, 10 )
280	self.sizer_new_smear.Add( self.smear_data_right,0, wx.CENTER, 10 )
281
282	self.sizer_set_smearer.Add( self.smear_message_new_s,0, wx.CENTER, 10)
283	self.sizer_set_smearer.Add( self.smear_message_new_p,0, wx.CENTER, 10)
284	self.sizer_set_smearer.Add((5,2))
285	self.sizer_set_smearer.Add( self.sizer_new_smear,0, wx.CENTER, 10 )
286
287	# add all to chi2 sizer
288	sizer_smearer_box.Add(self.sizer_set_smearer)
289	sizer_chi2.Add(sizer_smearer_box)
290	sizer_chi2.Add((-1,5))
291
292	# hide all smear messages and textctrl
293	self._hide_all_smear_info()
294
295	# get smear_selection
296	self.current_smearer= smear_selection( self.data, self.model )
297
298	# Show only the relevant smear messages, etc
299	if self.current_smearer == None:
300	if not is_2Ddata:
301	self.smear_description_none.Show(True)
302	self.enable_smearer.Disable()
303	else:
304	self.smear_description_none.Show(True)
305	#self.smear_description_2d.Show(True)
306	#self.pinhole_smearer.Disable()
307	self.slit_smearer.Disable()
308	#self.enable_smearer.Disable()
309	if self.data == None:
310	self.slit_smearer.Disable()
311	self.pinhole_smearer.Disable()
312	self.enable_smearer.Disable()
313	else: self._show_smear_sizer()
314	boxsizer_range.Add(self.sizer_set_masking)
315	#2D data? default
316	is_2Ddata = False
317
318	#check if it is 2D data
319	if self.data.__class__.__name__ == "Data2D" or \
320	self.enable2D:
321	is_2Ddata = True
322
323	self.sizer5.Clear(True)
324
325	self.qmin = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
326	style=wx.TE_PROCESS_ENTER,
327	text_enter_callback = self._onQrangeEnter)
328	self.qmin.SetValue(str(self.qmin_x))
329	self.qmin.SetToolTipString("Minimun value of Q in linear scale.")
330
331	self.qmax = self.ModelTextCtrl(self, -1,size=(_BOX_WIDTH,20),
332	style=wx.TE_PROCESS_ENTER,
333	text_enter_callback=self._onQrangeEnter)
334	self.qmax.SetValue(str(self.qmax_x))
335	self.qmax.SetToolTipString("Maximum value of Q in linear scale.")
336	"""
337	self.theory_npts_tcrtl = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
338	style=wx.TE_PROCESS_ENTER,
339	text_enter_callback=self._onQrangeEnter)
340	self.theory_npts_tcrtl.SetValue(format_number(self.npts_x))
341	self.theory_npts_tcrtl.SetToolTipString("Number of point to plot.")
342	"""
343	id = wx.NewId()
344	self.reset_qrange =wx.Button(self,id,'Reset',size=(77,20))
345
346	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked,id=id)
347	self.reset_qrange.SetToolTipString("Reset Q range to the default values")
348
349	sizer_horizontal=wx.BoxSizer(wx.HORIZONTAL)
350	sizer= wx.GridSizer(2, 4, 2, 6)
351
352	self.btEditMask = wx.Button(self,wx.NewId(),'Editor', size=(88,23))
353	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,id= self.btEditMask.GetId())
354	self.btEditMask.SetToolTipString("Edit Mask.")
355	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
356
357	sizer.Add(wx.StaticText(self, -1, 'Q range'))
358	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
359	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
360	sizer.Add(self.EditMask_title)
361	#sizer.Add(wx.StaticText(self, -1, ''))
362	sizer.Add(self.reset_qrange)
363	sizer.Add(self.qmin)
364	sizer.Add(self.qmax)
365	#sizer.Add(self.theory_npts_tcrtl)
366	sizer.Add(self.btEditMask)
367	boxsizer_range.Add(sizer_chi2)
368	boxsizer_range.Add((10,10))
369	boxsizer_range.Add(sizer)
370
371	boxsizer_range.Add((10,15))
372	boxsizer_range.Add(sizer_fit)
373	if is_2Ddata:
374	self.btEditMask.Enable()
375	self.EditMask_title.Enable()
376	else:
377	self.btEditMask.Disable()
378	self.EditMask_title.Disable()
379	## save state
380	self.save_current_state()
381	self.sizer5.Add(boxsizer_range,0, wx.EXPAND \| wx.ALL, 10)
382	self.sizer5.Layout()
383
384	def _fill_datainfo_sizer(self):
385	"""
386	fill sizer 0 with data info
387	"""
388	## no loaded data , don't fill the sizer
389	if self.data is None:
390	data_min = ""
391	data_max = ""
392	data_name = ""
393	else:
394	data_name = self.data.name
395	#set maximum range for x in linear scale
396	if not hasattr(self.data,"data"): #Display only for 1D data fit
397	# Minimum value of data
398	data_min = min(self.data.x)
399	# Maximum value of data
400	data_max = max(self.data.x)
401	else:
402	## Minimum value of data
403	data_min = 0
404	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
405	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
406	## Maximum value of data
407	data_max = math.sqrt(xx + yy)
408	## set q range to plot
409	self.qmin_x = data_min
410	self.qmax_x = data_max
411	box_description= wx.StaticBox(self, -1, 'Data')
412	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
413	#----------------------------------------------------------
414	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
415	#Filling the sizer containing data related fields
416	#self.dataSource = wx.StaticText(self, -1,str(self.data.name))
417	self.dataSource = BGTextCtrl(self, -1)
418	self.dataSource.SetValue(str(data_name))
419	#self.dataSource.SetEditable(False)
420	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
421	sizer_data.Add(wx.StaticText(self, -1, 'Source Name : '))
422	sizer_data.Add(self.dataSource )
423	sizer_data.Add( (0,5) )
424
425	#---------sizer 2 draw--------------------------------
426	text4_3 = wx.StaticText(self, -1, 'Total Q Range (1/A)',
427	style=wx.ALIGN_LEFT)
428	sizer_range = wx.BoxSizer(wx.HORIZONTAL)
429	sizer_range.Add( text4_3 ,0, wx.RIGHT, 10)
430	self.minimum_q = BGTextCtrl(self, -1, size=(_BOX_WIDTH,20))
431	self.minimum_q.SetValue(str(data_min))
432	self.maximum_q = BGTextCtrl(self, -1,size=(_BOX_WIDTH,20))
433	self.maximum_q.SetValue(str(data_max))
434	sizer_range.Add(wx.StaticText(self, -1, "Min: "),0, wx.LEFT, 10)
435	sizer_range.Add(self.minimum_q,0, wx.LEFT, 10)
436	sizer_range.Add(wx.StaticText(self, -1, "Max: "),0, wx.LEFT, 10)
437	sizer_range.Add(self.maximum_q,0, wx.LEFT, 10)
438	boxsizer1.Add(sizer_data,0, wx.ALL, 10)
439	boxsizer1.Add(sizer_range, 0 , wx.LEFT, 10)
440	#------------------------------------------------------------
441	self.sizer0.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
442	self.sizer0.Layout()
443
444	def _fill_model_sizer(self, sizer):
445	"""
446	fill sizer containing model info
447	"""
448	##Add model function Details button in fitpanel.
449	##The following 3 lines are for Mac. Let JHC know before modifying...
450	title = "Model"
451	box_description= wx.StaticBox(self, -1,str(title))
452	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
453
454	id = wx.NewId()
455	self.model_help =wx.Button(self,id,'Details', size=(80,23))
456	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,id=id)
457	self.model_help.SetToolTipString("Model Function Help")
458	id = wx.NewId()
459	self.model_view = wx.Button(self, id,"Switch to 2D", size=(80, 23))
460	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
461	hint = "toggle view of model from 1D to 2D or 2D from 1D"
462	self.model_view.SetToolTipString(hint)
463
464	self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes', style=wx.RB_GROUP)
465	self.shape_indep_rbutton = wx.RadioButton(self, -1, "Shape-Independent")
466	self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
467	self.plugin_rbutton = wx.RadioButton(self, -1, "Customized Models")
468
469	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
470	id= self.shape_rbutton.GetId())
471	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
472	id= self.shape_indep_rbutton.GetId())
473	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
474	id= self.struct_rbutton.GetId())
475	self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
476	id= self.plugin_rbutton.GetId())
477	#MAC needs SetValue
478	self.shape_rbutton.SetValue(True)
479
480	sizer_radiobutton = wx.GridSizer(2, 3, 5, 5)
481	sizer_radiobutton.Add(self.shape_rbutton)
482	sizer_radiobutton.Add(self.shape_indep_rbutton)
483	#sizer_radiobutton.Add((5, 5))
484	sizer_radiobutton.Add(self.model_view,1, wx.LEFT, 20)
485	sizer_radiobutton.Add(self.plugin_rbutton)
486	sizer_radiobutton.Add(self.struct_rbutton)
487	#sizer_radiobutton.Add((5, 5))
488	sizer_radiobutton.Add(self.model_help,1, wx.LEFT, 20)
489
490	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
491	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
492
493	self.text1 = wx.StaticText(self,-1,"" )
494	self.text2 = wx.StaticText(self,-1,"P(Q)*S(Q)" )
495	self.mutifactor_text = wx.StaticText( self,-1,"No. of Shells: ")
496	self.mutifactor_text1 = wx.StaticText( self,-1,"" )
497	self.show_sld_button = wx.Button( self,-1,"Show SLD Profile" )
498	self.show_sld_button.Bind(wx.EVT_BUTTON,self._on_show_sld)
499
500	self.formfactorbox = wx.ComboBox(self, -1,style=wx.CB_READONLY)
501	if self.model!= None:
502	self.formfactorbox.SetValue(self.model.name)
503	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
504	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
505	self.initialize_combox()
506	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
507
508	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
509	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
510	## check model type to show sizer
511	if self.model !=None:
512	self._set_model_sizer_selection(self.model)
513
514	sizer_selection.Add(self.text1)
515	sizer_selection.Add((5, 5))
516	sizer_selection.Add(self.formfactorbox)
517	sizer_selection.Add((5, 5))
518	sizer_selection.Add(self.text2)
519	sizer_selection.Add((5, 5))
520	sizer_selection.Add(self.structurebox)
521
522	mutifactor_selection.Add((10,5))
523	mutifactor_selection.Add(self.mutifactor_text)
524	mutifactor_selection.Add(self.multifactorbox)
525	mutifactor_selection.Add((5, 5))
526	mutifactor_selection.Add(self.mutifactor_text1)
527	mutifactor_selection.Add((10, 5))
528	mutifactor_selection.Add(self.show_sld_button)
529
530
531	boxsizer1.Add(sizer_radiobutton)
532	boxsizer1.Add((10, 10))
533	boxsizer1.Add(sizer_selection)
534	boxsizer1.Add((10, 10))
535	boxsizer1.Add(mutifactor_selection)
536
537	self._set_multfactor_combobox()
538	self.multifactorbox.SetSelection(1)
539	self.show_sld_button.Hide()
540	sizer.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
541	sizer.Layout()
542
543	def _set_sizer_dispersion(self):
544	"""
545	draw sizer with gaussian dispersity parameters
546	"""
547	self.fittable_param=[]
548	self.fixed_param=[]
549	self.orientation_params_disp=[]
550
551	self.sizer4_4.Clear(True)
552	if self.model==None:
553	##no model is selected
554	return
555	if not self.enable_disp.GetValue():
556	## the user didn't select dispersity display
557	return
558
559	self._reset_dispersity()
560
561	## fill a sizer with the combobox to select dispersion type
562	#sizer_select_dispers = wx.BoxSizer(wx.HORIZONTAL)
563	model_disp = wx.StaticText(self, -1, 'Function')
564
565	import sans.models.dispersion_models
566	self.polydisp= sans.models.dispersion_models.models
567
568	ix = 0
569	iy = 0
570	disp = wx.StaticText(self, -1, ' ')
571	self.sizer4_4.Add(disp,( iy, ix),(1,1),
572	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
573	ix += 1
574	values = wx.StaticText(self, -1, 'PD[ratio]')
575	polytext = "Polydispersity (= STD/mean); "
576	polytext += "the standard deviation over the mean value."
577	values.SetToolTipString(polytext)
578
579	self.sizer4_4.Add(values,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
580	0)
581	ix +=2
582	self.text_disp_1 = wx.StaticText(self, -1, '')
583	self.sizer4_4.Add( self.text_disp_1,(iy, ix),(1,1),\
584	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
585
586
587	ix +=1
588	self.text_disp_min = wx.StaticText(self, -1, 'Min')
589	self.sizer4_4.Add(self.text_disp_min,(iy, ix),(1,1),\
590	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
591
592	ix +=1
593	self.text_disp_max = wx.StaticText(self, -1, 'Max')
594	self.sizer4_4.Add(self.text_disp_max,(iy, ix),(1,1),\
595	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
596	self.text_disp_max.Hide()
597
598
599	ix += 1
600	npts = wx.StaticText(self, -1, 'Npts')
601	npts.SetToolTipString("Number of sampling points for the numerical\n\
602	integration over the distribution function.")
603	self.sizer4_4.Add(npts,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
604	ix += 1
605	nsigmas = wx.StaticText(self, -1, 'Nsigs')
606	nsigmas.SetToolTipString(" Number of sigmas between which the range\n\
607	of the distribution function will be used for weighting. \n\
608	The value '3' covers 99.5% for Gaussian distribution \n\
609	function. Note: Not recommended to change this value.")
610	self.sizer4_4.Add(nsigmas,( iy, ix),(1,1), wx.EXPAND\|wx.ADJUST_MINSIZE,
611	0)
612	ix +=1
613	self.sizer4_4.Add(model_disp,(iy, ix),(1,1),\
614	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
615
616	if self.engine_type=="park":
617	self.text_disp_max.Show(True)
618	self.text_disp_min.Show(True)
619
620	for item in self.model.dispersion.keys():
621	if not item in self.model.orientation_params:
622	if not self.disp_cb_dict.has_key(item):
623	self.disp_cb_dict[item]= None
624	name0="Distribution of " + item
625	name1=item+".width"
626	name2=item+".npts"
627	name3=item+".nsigmas"
628	if not self.model.details.has_key(name1):
629	self.model.details [name1] = ["",None,None]
630
631	iy += 1
632	for p in self.model.dispersion[item].keys():
633
634	if p=="width":
635	ix = 0
636	cb = wx.CheckBox(self, -1, name0, (10, 10))
637	cb.SetToolTipString("Check mark to fit")
638	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
639	self.sizer4_4.Add( cb,( iy, ix),(1,1),
640	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
641	5)
642	ix = 1
643	value= self.model.getParam(name1)
644	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20)
645	,style=wx.TE_PROCESS_ENTER)
646	ctl1.SetLabel('PD[ratio]')
647	poly_text = "Polydispersity (STD/mean) of %s\n" % item
648	poly_text += "STD: the standard deviation"
649	poly_text += " from the mean value."
650	ctl1.SetToolTipString(poly_text)
651	ctl1.SetValue(str (format_number(value, True)))
652	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
653	## text to show error sign
654	ix = 2
655	text2=wx.StaticText(self, -1, '+/-')
656	self.sizer4_4.Add(text2,(iy, ix),(1,1),
657	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
658	text2.Hide()
659
660	ix = 3
661	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
662	style=0)
663
664	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
665	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
666
667	ctl2.Hide()
668
669	ix = 4
670	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
671	20), style=wx.TE_PROCESS_ENTER,
672	text_enter_callback = self._onparamRangeEnter)
673
674	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
675	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
676
677
678	ix = 5
679	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/2,
680	20), style=wx.TE_PROCESS_ENTER,
681	text_enter_callback = self._onparamRangeEnter)
682
683	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
684	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
685
686
687	if self.engine_type=="park":
688	ctl3.Show(True)
689	ctl4.Show(True)
690
691	elif p=="npts":
692	ix = 6
693	value= self.model.getParam(name2)
694	Tctl = self.ModelTextCtrl(self, -1,
695	size=(_BOX_WIDTH/2.2,20),
696	style=wx.TE_PROCESS_ENTER)
697
698	Tctl.SetValue(str (format_number(value)))
699	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
700	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
701	self.fixed_param.append([None,name2, Tctl,None,None,
702	None, None,None])
703	elif p=="nsigmas":
704	ix = 7
705	value= self.model.getParam(name3)
706	Tct2 = self.ModelTextCtrl(self, -1,
707	size=(_BOX_WIDTH/2.2,20),
708	style=wx.TE_PROCESS_ENTER)
709
710	Tct2.SetValue(str (format_number(value)))
711	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
712	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
713	#ix +=1
714	#self.sizer4_4.Add((20,20), (iy,ix),(1,1),
715	# wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
716
717	self.fixed_param.append([None, name3, Tct2,
718	None, None, None,
719	None, None])
720
721
722	ix = 8
723	disp_box = wx.ComboBox(self, -1,size=(65,-1),
724	style=wx.CB_READONLY, name = '%s'% name1)
725	for key, value in self.polydisp.iteritems():
726	name_disp = str(key)
727	disp_box.Append(name_disp,value)
728	disp_box.SetStringSelection("gaussian")
729	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
730	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
731	self.fittable_param.append([cb,name1,ctl1,text2,
732	ctl2, ctl3, ctl4, disp_box])
733
734	ix =0
735	iy +=1
736	self.sizer4_4.Add((20,20),(iy,ix),(1,1),
737	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
738	first_orient = True
739	for item in self.model.dispersion.keys():
740	if item in self.model.orientation_params:
741	if not self.disp_cb_dict.has_key(item):
742	self.disp_cb_dict[item]= None
743	name0="Distribution of " + item
744	name1=item+".width"
745	name2=item+".npts"
746	name3=item+".nsigmas"
747
748	if not self.model.details.has_key(name1):
749	self.model.details [name1] = ["",None,None]
750
751
752	iy += 1
753	for p in self.model.dispersion[item].keys():
754
755	if p=="width":
756	ix = 0
757	cb = wx.CheckBox(self, -1, name0, (10, 10))
758	cb.SetToolTipString("Check mark to fit")
759	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
760	self.sizer4_4.Add( cb,( iy, ix),(1,1),
761	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
762	5)
763	if self.data.__class__.__name__ == "Data2D" or \
764	self.enable2D:
765	cb.Show(True)
766	elif cb.IsShown():
767	cb.Hide()
768	ix = 1
769	value= self.model.getParam(name1)
770	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.3,
771	20),style=wx.TE_PROCESS_ENTER)
772	poly_tip = "Absolute Sigma for %s." % item
773	ctl1.SetToolTipString(poly_tip)
774	ctl1.SetValue(str (format_number(value, True)))
775	if self.data.__class__.__name__ == "Data2D" or \
776	self.enable2D:
777	if first_orient:
778	values.SetLabel('PD[ratio], Sig[deg]')
779	poly_text = "PD(polydispersity for lengths):\n"
780	poly_text += "It should be a value between"
781	poly_text += "0 and 1\n"
782	poly_text += "Sigma for angles: \n"
783	poly_text += "It is the STD (ratio*mean)"
784	poly_text += " of the distribution.\n "
785
786	values.SetToolTipString(poly_text)
787	first_orient = False
788	ctl1.Show(True)
789	elif ctl1.IsShown():
790	ctl1.Hide()
791
792	self.sizer4_4.Add(ctl1, (iy,ix),(1,1),wx.EXPAND)
793	## text to show error sign
794	ix = 2
795	text2=wx.StaticText(self, -1, '+/-')
796	self.sizer4_4.Add(text2,(iy, ix),(1,1),
797	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
798	text2.Hide()
799
800	ix = 3
801	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.3,20),
802	style=0)
803
804	self.sizer4_4.Add(ctl2, (iy,ix),(1,1),
805	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
806	ctl2.Hide()
807
808	ix = 4
809	ctl3 = self.ModelTextCtrl(self, -1,
810	size=(_BOX_WIDTH/2,20),
811	style=wx.TE_PROCESS_ENTER,
812	text_enter_callback = self._onparamRangeEnter)
813
814	self.sizer4_4.Add(ctl3, (iy,ix),(1,1),
815	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
816
817	ctl3.Hide()
818
819	ix = 5
820	ctl4 = self.ModelTextCtrl(self, -1,
821	size=(_BOX_WIDTH/2,20), style=wx.TE_PROCESS_ENTER,
822	text_enter_callback = self._onparamRangeEnter)
823	self.sizer4_4.Add(ctl4, (iy,ix),(1,1),
824	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
825	ctl4.Hide()
826
827	if self.data.__class__.__name__ == "Data2D" or \
828	self.enable2D:
829	ctl3.Show(True)
830	ctl4.Show(True)
831
832	elif p=="npts":
833	ix = 6
834	value= self.model.getParam(name2)
835	Tctl = self.ModelTextCtrl(self, -1,
836	size=(_BOX_WIDTH/2.2, 20),
837	style=wx.TE_PROCESS_ENTER)
838
839	Tctl.SetValue(str (format_number(value)))
840	if self.data.__class__.__name__ == "Data2D" or \
841	self.enable2D:
842	Tctl.Show(True)
843	else:
844	Tctl.Hide()
845	self.sizer4_4.Add(Tctl, (iy,ix),(1,1),
846	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
847	self.fixed_param.append([None,name2, Tctl,None,None,
848	None, None,None])
849	self.orientation_params_disp.append([None,name2,
850	Tctl,None,None,
851	None, None,None])
852	elif p=="nsigmas":
853	ix = 7
854	value= self.model.getParam(name3)
855	Tct2 = self.ModelTextCtrl(self, -1,
856	size=(_BOX_WIDTH/2.2,20),
857	style=wx.TE_PROCESS_ENTER)
858
859	Tct2.SetValue(str (format_number(value)))
860	if self.data.__class__.__name__ == "Data2D" or \
861	self.enable2D:
862	Tct2.Show(True)
863	else:
864	Tct2.Hide()
865	self.sizer4_4.Add(Tct2, (iy,ix),(1,1),
866	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
867
868
869	self.fixed_param.append([None,name3, Tct2
870	,None,None, None, None,None])
871
872	self.orientation_params_disp.append([None,name3,
873	Tct2 ,None,None, None, None,None])
874
875
876	ix = 8
877	disp_box = wx.ComboBox(self, -1,size=(65,-1),
878	style=wx.CB_READONLY, name = '%s'% name1)
879	for key, value in self.polydisp.iteritems():
880	name_disp = str(key)
881	disp_box.Append(name_disp,value)
882	disp_box.SetStringSelection("gaussian")
883	wx.EVT_COMBOBOX(disp_box,-1, self._on_disp_func)
884	self.sizer4_4.Add(disp_box,(iy,ix),(1,1), wx.EXPAND)
885	self.fittable_param.append([cb,name1,ctl1,text2,
886	ctl2, ctl3, ctl4, disp_box])
887	self.orientation_params_disp.append([cb,name1,ctl1,
888	text2, ctl2, ctl3, ctl4, disp_box])
889
890	if self.data.__class__.__name__ == "Data2D" or \
891	self.enable2D:
892	disp_box.Show(True)
893	else:
894	disp_box.Hide()
895
896
897	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
898
899	self.state.model = self.model.clone()
900	## save state into
901	self.state.cb1 = self.cb1.GetValue()
902	self._copy_parameters_state(self.parameters, self.state.parameters)
903	self._copy_parameters_state(self.orientation_params_disp,
904	self.state.orientation_params_disp)
905	self._copy_parameters_state(self.fittable_param,
906	self.state.fittable_param)
907	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
908
909
910	wx.PostEvent(self.parent, StatusEvent(status=\
911	" Selected Distribution: Gaussian"))
912	#Fill the list of fittable parameters
913	self.select_all_param(event=None)
914
915	self.Layout()
916
917
918	def _onDraw(self, event):
919	"""
920	Update and Draw the model
921	"""
922	if self.model ==None:
923	msg="Please select a Model first..."
924	wx.MessageBox(msg, 'Info')
925
926	return
927	flag = self._update_paramv_on_fit()
928	self._onparamEnter_helper()
929	if not flag:
930	msg= "The parameters are invalid"
931	wx.PostEvent(self.parent.parent, StatusEvent(status= msg ))
932	return
933
934
935	def _onFit(self, event):
936	"""
937	Allow to fit
938	"""
939	if self.data is None:
940	msg = "Please get Data first..."
941	wx.MessageBox(msg, 'Info')
942	wx.PostEvent(self._manager.parent, StatusEvent(status=\
943	"Fit: %s" % msg))
944	return
945	if self.model is None:
946	msg = "Please select a Model first..."
947	wx.MessageBox(msg, 'Info')
948	wx.PostEvent(self._manager.parent, StatusEvent(status=\
949	"Fit: %s"%msg, type="stop"))
950	return
951
952	if len(self.param_toFit) <= 0:
953	msg= "Select at least one parameter to fit"
954	wx.MessageBox(msg, 'Info')
955	wx.PostEvent(self._manager.parent, StatusEvent(status= msg,
956	type="stop" ))
957	return
958
959	flag = self._update_paramv_on_fit()
960
961	if not flag:
962	msg= "Fitting range or parameters are invalid"
963	wx.PostEvent(self.parent.parent, StatusEvent(status= msg,
964	type="stop"))
965	return
966
967	self.select_param(event =None)
968
969	#Clear errors if exist from previous fitting
970	#self._clear_Err_on_Fit()
971
972	# Remove or do not allow fitting on the Q=0 point, especially
973	# when y(q=0)=None at x[0].
974	self.qmin_x = float(self.qmin.GetValue())
975	self.qmax_x = float( self.qmax.GetValue())
976	self._manager._reset_schedule_problem(value=0)
977	self._manager.schedule_for_fit(uid=self.uid,value=1, fitproblem =None)
978	self._manager.set_fit_range(uid=self.uid,qmin= self.qmin_x,
979	qmax= self.qmax_x)
980
981	#single fit
982	self._manager.onFit()
983	self.btFit.SetLabel("Stop")
984	self.bind_fit_button()
985
986	def bind_fit_button(self):
987	"""
988	bind the fit button to either fit handler or stop fit handler
989	"""
990	self.btFit.Unbind(event=wx.EVT_BUTTON, id= self.btFit.GetId())
991	if self.btFit.GetLabel().lower() == "stop":
992	self.btFit.SetForegroundColour('red')
993	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._StopFit,
994	id=self.btFit.GetId())
995	elif self.btFit.GetLabel().lower() == "fit":
996	self.btFit.SetDefault()
997	self.btFit.SetForegroundColour('black')
998	#self.btFit.SetBackgroundColour(self.default_bt_colour)
999	self.btFit.Bind(event=wx.EVT_BUTTON, handler=self._onFit,
1000	id=self.btFit.GetId())
1001	else:
1002	msg = "FitPage: fit button has unknown label"
1003	raise ValuerError, msg
1004	self._manager._reset_schedule_problem(value=0)
1005
1006
1007	def _StopFit(self, event):
1008	"""
1009	Stop fit
1010	"""
1011	#if self.engine_type=="scipy":
1012	self._manager.stop_fit(self.uid)
1013	self._manager._reset_schedule_problem(value=0)
1014	self._on_fit_complete()
1015
1016	def _on_select_model(self, event=None):
1017	"""
1018	call back for model selection
1019	"""
1020
1021
1022	self._on_select_model_helper()
1023	self.set_model_param_sizer(self.model)
1024	if self.model is None:
1025	self._set_bookmark_flag(False)
1026	self._keep.Enable(False)
1027	self._set_save_flag(False)
1028	self.enable_disp.SetValue(False)
1029	self.disable_disp.SetValue(True)
1030	try:
1031	self.set_dispers_sizer()
1032	except:
1033	pass
1034	self.btFit.SetFocus()
1035	self.state.enable_disp = self.enable_disp.GetValue()
1036	self.state.disable_disp = self.disable_disp.GetValue()
1037	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1038	self.state.slit_smearer = self.slit_smearer.GetValue()
1039
1040	self.state.structurecombobox = self.structurebox.GetCurrentSelection()
1041	self.state.formfactorcombobox = self.formfactorbox.GetCurrentSelection()
1042
1043	if self.model != None:
1044	if self.data != None:
1045	self._set_bookmark_flag(True)
1046	self._keep.Enable(True)
1047	#self._set_save_flag(True)
1048	# Reset smearer, model and data
1049	self._set_smear(self.data)
1050	try:
1051	# update smearer sizer
1052	self.onSmear(None)
1053	temp_smear = None
1054	if self.enable_smearer.GetValue():
1055	# Set the smearer environments
1056	temp_smear = self.smearer
1057	except:
1058	raise
1059	## error occured on chisqr computation
1060	#pass
1061	## event to post model to fit to fitting plugins
1062	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1063
1064	## set smearing value whether or not
1065	# the data contain the smearing info
1066	evt = ModelEventbox(model=self.model,
1067	smearer=temp_smear,
1068	qmin=float(self.qmin_x),
1069	uid=self.uid,
1070	qmax=float(self.qmax_x))
1071
1072	self._manager._on_model_panel(evt=evt)
1073	self.state.model = self.model.clone()
1074	self.state.model.name = self.model.name
1075	if event is not None:
1076	self._draw_model()
1077	if event != None:
1078	## post state to fit panel
1079	new_event = PageInfoEvent(page = self)
1080	wx.PostEvent(self.parent, new_event)
1081	#update list of plugins if new plugin is available
1082	if self.plugin_rbutton.GetValue():
1083	temp = self.parent.update_model_list()
1084	if temp:
1085	self.model_list_box = temp
1086	current_val = self.formfactorbox.GetValue()
1087	pos = self.formfactorbox.GetSelection()
1088	self._show_combox_helper()
1089	self.formfactorbox.SetSelection(pos)
1090	self.formfactorbox.SetValue(current_val)
1091	self.SetupScrolling()
1092
1093
1094	def _onparamEnter(self,event):
1095	"""
1096	when enter value on panel redraw model according to changed
1097	"""
1098	if self.model ==None:
1099	msg="Please select a Model first..."
1100	wx.MessageBox(msg, 'Info')
1101	#wx.PostEvent(self._manager.parent, StatusEvent(status=\
1102	# "Parameters: %s"%msg))
1103	return
1104
1105	#default flag
1106	flag = False
1107	self.fitrange = True
1108	#get event object
1109	tcrtl = event.GetEventObject()
1110
1111	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1112	# updating ... ",type="update"))
1113	#Clear msg if previously shown.
1114	msg= ""
1115	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1116
1117	if check_float(tcrtl):
1118	flag = self._onparamEnter_helper()
1119	self.set_npts2fit()
1120	if self.fitrange:
1121	temp_smearer = None
1122	if not self.disable_smearer.GetValue():
1123	temp_smearer= self.current_smearer
1124	## set smearing value whether or not
1125	# the data contain the smearing info
1126	if self.slit_smearer.GetValue():
1127	flag1 = self.update_slit_smear()
1128	flag = flag or flag1
1129	elif self.pinhole_smearer.GetValue():
1130	flag1 = self.update_pinhole_smear()
1131	flag = flag or flag1
1132	elif self.data.__class__.__name__ != "Data2D" and \
1133	not self.enable2D:
1134	self._manager.set_smearer(smearer=temp_smearer,
1135	enable2D=self.enable2D,
1136	uid=self.uid,
1137	qmin= float(self.qmin_x),
1138	qmax= float(self.qmax_x),
1139	draw=True)
1140	if flag:
1141	#self.compute_chisqr(smearer= temp_smearer)
1142
1143	## new state posted
1144	if self.state_change:
1145	#self._undo.Enable(True)
1146	event = PageInfoEvent(page = self)
1147	wx.PostEvent(self.parent, event)
1148	self.state_change= False
1149	else:
1150	# invalid fit range: do nothing here:
1151	# msg already displayed in validate
1152	return
1153	else:
1154	self.save_current_state()
1155	msg= "Cannot Plot :Must enter a number!!! "
1156	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1157
1158	self.save_current_state()
1159	return
1160
1161	def _onparamRangeEnter(self, event):
1162	"""
1163	Check validity of value enter in the parameters range field
1164	"""
1165	#if self.check_invalid_panel():
1166	# return
1167	tcrtl= event.GetEventObject()
1168	#Clear msg if previously shown.
1169	msg= ""
1170	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1171	# Flag to register when a parameter has changed.
1172	is_modified = False
1173	if tcrtl.GetValue().lstrip().rstrip()!="":
1174	try:
1175	value = float(tcrtl.GetValue())
1176	tcrtl.SetBackgroundColour(wx.WHITE)
1177	self._check_value_enter(self.fittable_param ,is_modified)
1178	self._check_value_enter(self.parameters ,is_modified)
1179	except:
1180	tcrtl.SetBackgroundColour("pink")
1181	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1182	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1183	return
1184	else:
1185	tcrtl.SetBackgroundColour(wx.WHITE)
1186
1187	#self._undo.Enable(True)
1188	self.save_current_state()
1189	event = PageInfoEvent(page = self)
1190	wx.PostEvent(self.parent, event)
1191	self.state_change= False
1192
1193
1194	def _onQrangeEnter(self, event):
1195	"""
1196	Check validity of value enter in the Q range field
1197	"""
1198	#if self.check_invalid_panel():
1199	# return
1200	tcrtl= event.GetEventObject()
1201	#Clear msg if previously shown.
1202	msg= ""
1203	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1204	# Flag to register when a parameter has changed.
1205	is_modified = False
1206	if tcrtl.GetValue().lstrip().rstrip()!="":
1207	try:
1208	value = float(tcrtl.GetValue())
1209	tcrtl.SetBackgroundColour(wx.WHITE)
1210
1211	# If qmin and qmax have been modified, update qmin and qmax
1212	if self._validate_qrange( self.qmin, self.qmax):
1213	tempmin = float(self.qmin.GetValue())
1214	if tempmin != self.qmin_x:
1215	self.qmin_x = tempmin
1216	tempmax = float(self.qmax.GetValue())
1217	if tempmax != self.qmax_x:
1218	self.qmax_x = tempmax
1219	else:
1220	tcrtl.SetBackgroundColour("pink")
1221	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1222	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1223	return
1224
1225	except:
1226	tcrtl.SetBackgroundColour("pink")
1227	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1228	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1229	return
1230	#Check if # of points for theory model are valid(>0).
1231	# check for 2d
1232	if self.data is not None:
1233	if self.data.__class__.__name__ == "Data2D" or \
1234	self.enable2D:
1235	# set mask
1236	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1237	self.data.qy_data*self.data.qy_data )
1238	index_data = ((self.qmin_x <= radius)& \
1239	(radius<= self.qmax_x))
1240	index_data = (index_data)&(self.data.mask)
1241	index_data = (index_data)&(numpy.isfinite(self.data.data))
1242	if len(index_data[index_data]) < 10:
1243	msg = "Cannot Plot :No or too little npts in"
1244	msg += " that data range!!! "
1245	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1246	return
1247	else:
1248	self.data.mask = index_data
1249	#self.Npts_fit.SetValue(str(len(self.data.mask)))
1250	self.set_npts2fit()
1251	else:
1252	index_data = ((self.qmin_x <= self.data.x)& \
1253	(self.data.x <= self.qmax_x))
1254	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1255	else:
1256	self.npts_x = self.Npts_total.GetValue()
1257	self._save_plotting_range()
1258
1259	else:
1260	tcrtl.SetBackgroundColour("pink")
1261	msg= "Model Error:wrong value entered!!!"
1262	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1263
1264	self._draw_model()
1265	##update chi2
1266	#self.compute_chisqr(smearer= temp_smearer)
1267	#self._undo.Enable(True)
1268	self.save_current_state()
1269	event = PageInfoEvent(page = self)
1270	wx.PostEvent(self.parent, event)
1271	self.state_change= False
1272	return
1273
1274	def _clear_Err_on_Fit(self):
1275	"""
1276	hide the error text control shown
1277	after fitting
1278	"""
1279
1280	if hasattr(self,"text2_3"):
1281	self.text2_3.Hide()
1282
1283	if len(self.parameters)>0:
1284	for item in self.parameters:
1285	#Skip t ifhe angle parameters if 1D data
1286	if self.data.__class__.__name__ != "Data2D" and \
1287	not self.enable2D:
1288	if item in self.orientation_params:
1289	continue
1290	if item in self.param_toFit:
1291	continue
1292	## hide statictext +/-
1293	if item[3]!=None and item[3].IsShown():
1294	item[3].Hide()
1295	## hide textcrtl for error after fit
1296	if item[4]!=None and item[4].IsShown():
1297	item[4].Hide()
1298
1299	if len(self.fittable_param)>0:
1300	for item in self.fittable_param:
1301	#Skip t ifhe angle parameters if 1D data
1302	if self.data.__class__.__name__ != "Data2D" and \
1303	not self.enable2D:
1304	if item in self.orientation_params:
1305	continue
1306	if item in self.param_toFit:
1307	continue
1308	## hide statictext +/-
1309	if item[3]!=None and item[3].IsShown():
1310	item[3].Hide()
1311	## hide textcrtl for error after fit
1312	if item[4]!=None and item[4].IsShown():
1313	item[4].Hide()
1314	return
1315
1316	def _get_defult_custom_smear(self):
1317	"""
1318	Get the defult values for custum smearing.
1319	"""
1320	# get the default values
1321	if self.dxl == None: self.dxl = 0.0
1322	if self.dxw == None: self.dxw = ""
1323	if self.dx_min == None: self.dx_min = SMEAR_SIZE_L
1324	if self.dx_max == None: self.dx_max = SMEAR_SIZE_H
1325
1326	def _get_smear_info(self):
1327	"""
1328	Get the smear info from data.
1329
1330	:return: self.smear_type, self.dq_l and self.dq_r,
1331	respectively the type of the smear, dq_min and
1332	dq_max for pinhole smear data
1333	while dxl and dxw for slit smear
1334
1335	"""
1336
1337	# default
1338	self.smear_type = None
1339	self.dq_l = None
1340	self.dq_r = None
1341	data = self.data
1342	if self.data is None:
1343	return
1344	elif self.data.__class__.__name__ == "Data2D" or \
1345	self.enable2D:
1346	if data.dqx_data == None or data.dqy_data ==None:
1347	return
1348	elif self.smearer != None and (data.dqx_data.any()!=0) and \
1349	(data.dqx_data.any()!=0):
1350	self.smear_type = "Pinhole2d"
1351	self.dq_l = format_number(numpy.average(data.dqx_data))
1352	self.dq_r = format_number(numpy.average(data.dqy_data))
1353	return
1354	else:
1355	return
1356	# check if it is pinhole smear and get min max if it is.
1357	if data.dx != None and all(data.dx !=0):
1358	self.smear_type = "Pinhole"
1359	self.dq_l = data.dx[0]
1360	self.dq_r = data.dx[-1]
1361
1362	# check if it is slit smear and get min max if it is.
1363	elif data.dxl != None or data.dxw != None:
1364	self.smear_type = "Slit"
1365	if data.dxl != None and all(data.dxl !=0):
1366	self.dq_l = data.dxl[0]
1367	if data.dxw != None and all(data.dxw !=0):
1368	self.dq_r = data.dxw[0]
1369	#return self.smear_type,self.dq_l,self.dq_r
1370
1371	def _show_smear_sizer(self):
1372	"""
1373	Show only the sizers depending on smear selection
1374	"""
1375	# smear disabled
1376	if self.disable_smearer.GetValue():
1377	self.smear_description_none.Show(True)
1378	# 2Dsmear
1379	elif self._is_2D():
1380	self.smear_description_accuracy_type.Show(True)
1381	self.smear_accuracy.Show(True)
1382	self.smear_description_accuracy_type.Show(True)
1383	self.smear_description_2d.Show(True)
1384	self.smear_description_2d_x.Show(True)
1385	self.smear_description_2d_y.Show(True)
1386	if self.pinhole_smearer.GetValue():
1387	self.smear_pinhole_min.Show(True)
1388	self.smear_pinhole_max.Show(True)
1389	# smear from data
1390	elif self.enable_smearer.GetValue():
1391
1392	self.smear_description_dqdata.Show(True)
1393	if self.smear_type != None:
1394	self.smear_description_smear_type.Show(True)
1395	if self.smear_type == 'Slit':
1396	self.smear_description_slit_height.Show(True)
1397	self.smear_description_slit_width.Show(True)
1398	elif self.smear_type == 'Pinhole':
1399	self.smear_description_pin_min.Show(True)
1400	self.smear_description_pin_max.Show(True)
1401	self.smear_description_smear_type.Show(True)
1402	self.smear_description_type.Show(True)
1403	self.smear_data_left.Show(True)
1404	self.smear_data_right.Show(True)
1405	# custom pinhole smear
1406	elif self.pinhole_smearer.GetValue():
1407	if self.smear_type == 'Pinhole':
1408	self.smear_message_new_p.Show(True)
1409	self.smear_description_pin_min.Show(True)
1410	self.smear_description_pin_max.Show(True)
1411
1412	self.smear_pinhole_min.Show(True)
1413	self.smear_pinhole_max.Show(True)
1414	# custom slit smear
1415	elif self.slit_smearer.GetValue():
1416	self.smear_message_new_s.Show(True)
1417	self.smear_description_slit_height.Show(True)
1418	self.smear_slit_height.Show(True)
1419	self.smear_description_slit_width.Show(True)
1420	self.smear_slit_width.Show(True)
1421
1422	def _hide_all_smear_info(self):
1423	"""
1424	Hide all smearing messages in the set_smearer sizer
1425	"""
1426	self.smear_description_none.Hide()
1427	self.smear_description_dqdata.Hide()
1428	self.smear_description_type.Hide()
1429	self.smear_description_smear_type.Hide()
1430	self.smear_description_accuracy_type.Hide()
1431	self.smear_description_2d_x.Hide()
1432	self.smear_description_2d_y.Hide()
1433	self.smear_description_2d.Hide()
1434
1435	self.smear_accuracy.Hide()
1436	self.smear_data_left.Hide()
1437	self.smear_data_right.Hide()
1438	self.smear_description_pin_min.Hide()
1439	self.smear_pinhole_min.Hide()
1440	self.smear_description_pin_max.Hide()
1441	self.smear_pinhole_max.Hide()
1442	self.smear_description_slit_height.Hide()
1443	self.smear_slit_height.Hide()
1444	self.smear_description_slit_width.Hide()
1445	self.smear_slit_width.Hide()
1446	self.smear_message_new_p.Hide()
1447	self.smear_message_new_s.Hide()
1448
1449	def _set_accuracy_list(self):
1450	"""
1451	Set the list of an accuracy in 2D custum smear: Xhigh, High, Med, or Low
1452	"""
1453	# list of accuracy choices
1454	list = ['Low','Med','High','Xhigh']
1455	for idx in range(len(list)):
1456	self.smear_accuracy.Append(list[idx],idx)
1457
1458	def _set_fun_box_list(self,fun_box):
1459	"""
1460	Set the list of func for multifunctional models
1461	"""
1462	# Check if it is multi_functional model
1463	if self.model.__class__ not in self.model_list_box["Multi-Functions"]:
1464	return None
1465	# Get the func name list
1466	list = self.model.fun_list
1467	if len(list) == 0:
1468	return None
1469	# build function (combo)box
1470	ind = 0
1471	while(ind < len(list)):
1472	for key, val in list.iteritems():
1473	if (val == ind):
1474	fun_box.Append(key,val)
1475	break
1476	ind += 1
1477
1478	def _on_select_accuracy(self,event):
1479	"""
1480	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1481	"""
1482	#event.Skip()
1483	# Check if the accuracy is same as before
1484	#self.smear2d_accuracy = event.GetEventObject().GetValue()
1485	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1486	if self.pinhole_smearer.GetValue():
1487	self.onPinholeSmear(event=None)
1488	else:
1489	self.onSmear(event=None)
1490	if self.current_smearer != None:
1491	self.current_smearer.set_accuracy(accuracy =
1492	self.smear2d_accuracy)
1493	event.Skip()
1494
1495	def _on_fun_box(self,event):
1496	"""
1497	Select an func: Erf,Rparabola,LParabola
1498	"""
1499	fun_val = None
1500	fun_box = event.GetEventObject()
1501	name = fun_box.Name
1502	value = fun_box.GetValue()
1503	if self.model.fun_list.has_key(value):
1504	fun_val = self.model.fun_list[value]
1505
1506	self.model.setParam(name,fun_val)
1507	# save state
1508	self._copy_parameters_state(self.str_parameters,
1509	self.state.str_parameters)
1510	# update params
1511	self._update_paramv_on_fit()
1512	# draw
1513	self._draw_model()
1514	self.Refresh()
1515	# get ready for new event
1516	event.Skip()
1517
1518	def _onMask(self, event):
1519	"""
1520	Build a panel to allow to edit Mask
1521	"""
1522
1523	from sans.guiframe.local_perspectives.plotting.masking \
1524	import MaskPanel as MaskDialog
1525
1526	self.panel = MaskDialog(self, data=self.data,id =-1 )
1527	self.panel.Bind(wx.EVT_CLOSE, self._draw_masked_model)
1528	self.panel.ShowModal()
1529	#wx.PostEvent(self.parent, event)
1530
1531	def _draw_masked_model(self,event):
1532	"""
1533	Draw model image w/mask
1534	"""
1535	event.Skip()
1536
1537	is_valid_qrange = self._update_paramv_on_fit()
1538
1539	if is_valid_qrange:
1540	# try re draw the model plot if it exists
1541	self._draw_model()
1542	self.panel.Destroy() # frame
1543	self.set_npts2fit()
1544	elif self.model == None:
1545	self.panel.Destroy()
1546	self.set_npts2fit()
1547	msg= "No model is found on updating MASK in the model plot... "
1548	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1549	else:
1550	msg = ' Please consider your Q range, too.'
1551	self.panel.ShowMessage(msg)
1552
1553	def _set_smear(self, data):
1554	"""
1555	"""
1556	if data is None:
1557	return
1558	self.smearer = smear_selection(data, self.model)
1559	self.disable_smearer.SetValue(True)
1560	if self.smearer == None:
1561	self.enable_smearer.Disable()
1562	else:
1563	self.enable_smearer.Enable()
1564
1565	def get_view_mode(self):
1566	"""
1567	return True if the panel allow 2D or False if 1D
1568	"""
1569	return self.enable2D
1570
1571	def set_data(self, data):
1572	"""
1573	reset the current data
1574	"""
1575	flag = False
1576	if self.data is None and data is not None:
1577	self.window_name = str(data.name)
1578	## Title to appear on top of the window
1579	self.window_caption = str(data.name)
1580	flag = True
1581	self.data = data
1582	if self.data is None:
1583	data_min = ""
1584	data_max = ""
1585	data_name = ""
1586	self._set_bookmark_flag(False)
1587	self._keep.Enable(False)
1588	self._set_save_flag(False)
1589	else:
1590	if self.model != None:
1591	self._set_bookmark_flag(True)
1592	self._keep.Enable(True)
1593	self._set_save_flag(True)
1594	self._set_preview_flag(True)
1595
1596	self._set_smear(data)
1597	# more disables for 2D
1598	if self.data.__class__.__name__ == "Data2D" or \
1599	self.enable2D:
1600	self.slit_smearer.Disable()
1601	self.pinhole_smearer.Enable(True)
1602	self.default_mask = copy.deepcopy(self.data.mask)
1603	else:
1604	self.slit_smearer.Enable(True)
1605	self.pinhole_smearer.Enable(True)
1606
1607	self.formfactorbox.Enable()
1608	self.structurebox.Enable()
1609	data_name = self.data.name
1610	#set maximum range for x in linear scale
1611	if not hasattr(self.data,"data"): #Display only for 1D data fit
1612	# Minimum value of data
1613	data_min = min(self.data.x)
1614	# Maximum value of data
1615	data_max = max(self.data.x)
1616	#number of total data points
1617	self.Npts_total.SetValue(str(len(self.data.x)))
1618	#default:number of data points selected to fit
1619	self.Npts_fit.SetValue(str(len(self.data.x)))
1620	self.btEditMask.Disable()
1621	self.EditMask_title.Disable()
1622	else:
1623
1624	## Minimum value of data
1625	data_min = 0
1626	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
1627	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
1628	## Maximum value of data
1629	data_max = math.sqrt(xx + yy)
1630	#number of total data points
1631	self.Npts_total.SetValue(str(len(self.data.data)))
1632	#default:number of data points selected to fit
1633	self.Npts_fit.SetValue(str(len(self.data.data)))
1634	self.btEditMask.Enable()
1635	self.EditMask_title.Enable()
1636	self.Npts_total.SetEditable(False)
1637	self.Npts_total.SetBackgroundColour(\
1638	self.GetParent().GetBackgroundColour())
1639
1640	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1641	#self.Npts_total.Disable()
1642	self.dataSource.SetValue(data_name)
1643	self.qmin_x = data_min
1644	self.qmax_x = data_max
1645	self.minimum_q.SetValue(str(data_min))
1646	self.maximum_q.SetValue(str(data_max))
1647	self.qmin.SetValue(str(data_min))
1648	self.qmax.SetValue(str(data_max))
1649	self.qmin.SetBackgroundColour("white")
1650	self.qmax.SetBackgroundColour("white")
1651	self.state.data = data
1652	self.state.qmin = self.qmin_x
1653	self.state.qmax = self.qmax_x
1654
1655	#update model plot with new data information
1656	if flag:
1657	#set model view button
1658	if self.data.__class__.__name__ == "Data2D":
1659	self.enable2D = True
1660	self.model_view.SetLabel("2D Mode")
1661	else:
1662	self.enable2D = False
1663	self.model_view.SetLabel("1D Mode")
1664
1665	self.model_view.Disable()
1666	self._draw_model()
1667
1668	def _npts_click(self, event):
1669	"""
1670	Prevent further handling of the mouse event on Npts_total
1671	by not calling Skip().
1672	"""
1673	pass
1674
1675	def reset_page(self, state,first=False):
1676	"""
1677	reset the state
1678	"""
1679	self.reset_page_helper(state)
1680	#import sans.guiframe.gui_manager
1681	#evt = ModelEventbox(model=state.model)
1682	#wx.PostEvent(self.event_owner, evt)
1683
1684	if self.engine_type != None:
1685	self._manager._on_change_engine(engine=self.engine_type)
1686
1687	self.select_param(event = None)
1688	#Save state_fit
1689	self.save_current_state_fit()
1690	self._lay_out()
1691	self.Refresh()
1692
1693	def get_range(self):
1694	"""
1695	return the fitting range
1696	"""
1697	return float(self.qmin_x) , float(self.qmax_x)
1698
1699	def get_npts2fit(self):
1700	"""
1701	return numbers of data points within qrange
1702
1703	:Note: This is for Park where chi2 is not normalized by Npts of fit
1704
1705	"""
1706	if self.data is None:
1707	return
1708	npts2fit = 0
1709	qmin,qmax = self.get_range()
1710	if self.data.__class__.__name__ == "Data2D" or \
1711	self.enable2D:
1712	radius= numpy.sqrt( self.data.qx_data*self.data.qx_data +
1713	self.data.qy_data*self.data.qy_data )
1714	index_data = (self.qmin_x <= radius)&(radius<= self.qmax_x)
1715	index_data= (index_data)&(self.data.mask)
1716	index_data = (index_data)&(numpy.isfinite(self.data.data))
1717	npts2fit = len(self.data.data[index_data])
1718	else:
1719	for qx in self.data.x:
1720	if qx >= qmin and qx <= qmax:
1721	npts2fit += 1
1722	return npts2fit
1723
1724	def set_npts2fit(self):
1725	"""
1726	setValue Npts for fitting
1727	"""
1728	self.Npts_fit.SetValue(str(self.get_npts2fit()))
1729
1730	def get_chi2(self):
1731	"""
1732	return the current chi2
1733	"""
1734	return self.tcChi.GetValue()
1735
1736	def get_param_list(self):
1737	"""
1738	:return self.param_toFit: list containing references to TextCtrl
1739	checked.Theses TextCtrl will allow reference to parameters to fit.
1740
1741	:raise: if return an empty list of parameter fit will nnote work
1742	properly so raise ValueError,"missing parameter to fit"
1743	"""
1744	if self.param_toFit !=[]:
1745	return self.param_toFit
1746	else:
1747	msg = "missing parameters to fit"
1748	wx.MessageBox(msg, 'warning')
1749	return False
1750	#raise ValueError,"missing parameters to fit"
1751
1752	def onsetValues(self, chisqr, p_name, out, cov):
1753	"""
1754	Build the panel from the fit result
1755
1756	:param chisqr: Value of the goodness of fit metric
1757	:param p_name: the name of parameters
1758	:param out: list of parameter with the best value found during fitting
1759	:param cov: Covariance matrix
1760
1761	"""
1762	if out == None or not numpy.isfinite(chisqr):
1763	raise ValueError,"Fit error occured..."
1764
1765	is_modified = False
1766	has_error = False
1767
1768	#Hide textctrl boxes of errors.
1769	self._clear_Err_on_Fit()
1770
1771	#Check if chi2 is finite
1772	if chisqr != None and numpy.isfinite(chisqr):
1773	#format chi2
1774	if self.engine_type == "park":
1775	npt_fit = float(self.get_npts2fit())
1776	if npt_fit > 0:
1777	chisqr =chisqr/npt_fit
1778	chi2 = format_number(chisqr, True)
1779	self.tcChi.SetValue(chi2)
1780	self.tcChi.Refresh()
1781	else:
1782	self.tcChi.SetValue("-")
1783
1784	#Hide error title
1785	if self.text2_3.IsShown():
1786	self.text2_3.Hide()
1787
1788	try:
1789	if self.enable_disp.GetValue():
1790	if hasattr(self,"text_disp_1" ):
1791	if self.text_disp_1 != None:
1792	self.text_disp_1.Hide()
1793	except:
1794	dispersty = None
1795	pass
1796	#set the panel when fit result are float not list
1797	if out.__class__== numpy.float64:
1798	self.param_toFit[0][2].SetValue(format_number(out, True))
1799
1800	if self.param_toFit[0][4].IsShown:
1801	self.param_toFit[0][4].Hide()
1802	if cov !=None :
1803	self.text2_3.Show(True)
1804	try:
1805	if self.enable_disp.GetValue():
1806	if hasattr(self,"text_disp_1" ):
1807	if self.text_disp_1 !=None:
1808	self.text_disp_1.Show(True)
1809	except:
1810	pass
1811
1812	if cov[0]==None or not numpy.isfinite(cov[0]):
1813	if self.param_toFit[0][3].IsShown:
1814	self.param_toFit[0][3].Hide()
1815	else:
1816	self.param_toFit[0][3].Show(True)
1817	self.param_toFit[0][4].Show(True)
1818	self.param_toFit[0][4].SetValue(format_number(cov[0], True))
1819	has_error = True
1820	else:
1821
1822	i = 0
1823	#Set the panel when fit result are list
1824	for item in self.param_toFit:
1825	if len(item)>5 and item != None:
1826	## reset error value to initial state
1827	item[3].Hide()
1828	item[4].Hide()
1829
1830	for ind in range(len(out)):
1831
1832	if item[1] == p_name[ind]:
1833	break
1834	if len(out)<=len(self.param_toFit) and out[ind] !=None:
1835	val_out = format_number(out[ind], True)
1836	item[2].SetValue(val_out)
1837
1838	if(cov !=None):
1839
1840	try:
1841	if dispersity !=None:
1842	if self.enable_disp.GetValue():
1843	if hasattr(self,"text_disp_1" ):
1844	if self.text_disp_1!=None:
1845	if not self.text_disp_1.IsShown():
1846	self.text_disp_1.Show(True)
1847	except:
1848	pass
1849
1850	if cov[ind]!=None :
1851	if numpy.isfinite(float(cov[ind])):
1852	val_err = format_number(cov[ind], True)
1853	item[3].Show(True)
1854	item[4].Show(True)
1855	item[4].SetValue(val_err)
1856
1857	has_error = True
1858	i += 1
1859	#Show error title when any errors displayed
1860	if has_error:
1861	if not self.text2_3.IsShown():
1862	self.text2_3.Show(True)
1863
1864	## save current state
1865	self.save_current_state()
1866	#plot model ( when drawing, do not update chisqr value again)
1867	self._draw_model(update_chisqr=False)
1868	self._lay_out()
1869	self.Refresh()
1870	#PostStatusEvent
1871	msg = "Fit completed! "
1872	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1873
1874	def onPinholeSmear(self, event):
1875	"""
1876	Create a custom pinhole smear object that will change the way residuals
1877	are compute when fitting
1878
1879	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
1880	None for 1D
1881
1882	"""
1883
1884	#if self.check_invalid_panel():
1885	# return
1886	if self.model ==None:
1887	self.disable_smearer.SetValue(True)
1888	msg="Please select a Model first..."
1889	wx.MessageBox(msg, 'Info')
1890	wx.PostEvent(self._manager.parent, StatusEvent(status=\
1891	"Smear: %s"%msg))
1892	return
1893
1894	# Need update param values
1895	self._update_paramv_on_fit()
1896
1897	# msg default
1898	msg = None
1899	if event != None:
1900	tcrtl= event.GetEventObject()
1901	# event case of radio button
1902	if tcrtl.GetValue()== True:
1903	self.dx_min = 0.0
1904	self.dx_max = 0.0
1905	is_new_pinhole = True
1906	else:
1907	is_new_pinhole = self._is_changed_pinhole()
1908	else:
1909	is_new_pinhole = True
1910	# if any value is changed
1911	if is_new_pinhole:
1912	msg = self._set_pinhole_smear()
1913	# hide all silt sizer
1914	self._hide_all_smear_info()
1915
1916	##Calculate chi2
1917	temp_smearer = self.current_smearer
1918	#self.compute_chisqr(smearer= temp_smearer)
1919
1920	# show relevant slit sizers
1921	self._show_smear_sizer()
1922
1923	self.sizer_set_smearer.Layout()
1924	self.Layout()
1925
1926	if event != None:
1927	event.Skip()
1928	#self._undo.Enable(True)
1929	self.save_current_state()
1930	event = PageInfoEvent(page = self)
1931	wx.PostEvent(self.parent, event)
1932
1933	def _is_changed_pinhole(self):
1934	"""
1935	check if any of pinhole smear is changed
1936
1937	:return: True or False
1938
1939	"""
1940	# get the values
1941	pin_min = self.smear_pinhole_min.GetValue()
1942	pin_max = self.smear_pinhole_max.GetValue()
1943
1944	# Check changes in slit width
1945	try:
1946	dx_min = float(pin_min)
1947	except:
1948	return True
1949	if self.dx_min != dx_min:
1950	return True
1951
1952	# Check changes in slit heigth
1953	try:
1954	dx_max = float(pin_max)
1955	except:
1956	return True
1957	if self.dx_max != dx_max:
1958	return True
1959	return False
1960
1961	def _set_pinhole_smear(self):
1962	"""
1963	Set custom pinhole smear
1964
1965	:return: msg
1966
1967	"""
1968	# copy data
1969	data = copy.deepcopy(self.data)
1970	if self._is_2D():
1971	self.smear_type = 'Pinhole2d'
1972	len_data = len(data.data)
1973	data.dqx_data = numpy.zeros(len_data)
1974	data.dqy_data = numpy.zeros(len_data)
1975	else:
1976	self.smear_type = 'Pinhole'
1977	len_data = len(data.x)
1978	data.dx = numpy.zeros(len_data)
1979	data.dxl = None
1980	data.dxw = None
1981	msg = None
1982
1983	get_pin_min = self.smear_pinhole_min
1984	get_pin_max = self.smear_pinhole_max
1985
1986	if not check_float(get_pin_min):
1987	get_pin_min.SetBackgroundColour("pink")
1988	msg= "Model Error:wrong value entered!!!"
1989	elif not check_float(get_pin_max ):
1990	get_pin_max.SetBackgroundColour("pink")
1991	msg= "Model Error:wrong value entered!!!"
1992	else:
1993	if len_data < 2: len_data = 2
1994	self.dx_min = float(get_pin_min.GetValue())
1995	self.dx_max = float(get_pin_max.GetValue())
1996	if self.dx_min < 0:
1997	get_pin_min.SetBackgroundColour("pink")
1998	msg= "Model Error:This value can not be negative!!!"
1999	elif self.dx_max <0:
2000	get_pin_max.SetBackgroundColour("pink")
2001	msg= "Model Error:This value can not be negative!!!"
2002	elif self.dx_min != None and self.dx_max != None:
2003	if self._is_2D():
2004	data.dqx_data[data.dqx_data==0] = self.dx_min
2005	data.dqy_data[data.dqy_data==0] = self.dx_max
2006	elif self.dx_min == self.dx_max:
2007	data.dx[data.dx==0] = self.dx_min
2008	else:
2009	step = (self.dx_max - self.dx_min)/(len_data-1)
2010	data.dx = numpy.arange(self.dx_min,self.dx_max+step/1.1,
2011	step)
2012	elif self.dx_min != None:
2013	if self._is_2D(): data.dqx_data[data.dqx_data==0] = self.dx_min
2014	else: data.dx[data.dx==0] = self.dx_min
2015	elif self.dx_max != None:
2016	if self._is_2D(): data.dqy_data[data.dqy_data==0] = self.dx_max
2017	else: data.dx[data.dx==0] = self.dx_max
2018	self.current_smearer = smear_selection(data, self.model)
2019	# 2D need to set accuracy
2020	if self._is_2D():
2021	self.current_smearer.set_accuracy(accuracy = \
2022	self.smear2d_accuracy)
2023
2024	if msg != None:
2025	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
2026	else:
2027	get_pin_min.SetBackgroundColour("white")
2028	get_pin_max.SetBackgroundColour("white")
2029	## set smearing value whether or not the data contain the smearing info
2030	self._manager.set_smearer(smearer=self.current_smearer,
2031	enable2D=self.enable2D,
2032	qmin=float(self.qmin_x),
2033	qmax= float(self.qmax_x),
2034	uid=self.uid)
2035	return msg
2036
2037	def update_pinhole_smear(self):
2038	"""
2039	called by kill_focus on pinhole TextCntrl
2040	to update the changes
2041
2042	:return: False when wrong value was entered
2043
2044	"""
2045	# msg default
2046	msg = None
2047	# check if any value is changed
2048	if self._is_changed_pinhole():
2049	msg = self._set_pinhole_smear()
2050	#self._undo.Enable(True)
2051	self.save_current_state()
2052
2053	if msg != None:
2054	return False
2055	else:
2056	return True
2057
2058	def onSlitSmear(self, event):
2059	"""
2060	Create a custom slit smear object that will change the way residuals
2061	are compute when fitting
2062	"""
2063
2064	#if self.check_invalid_panel():
2065	# return
2066
2067	if self.model ==None:
2068	self.disable_smearer.SetValue(True)
2069
2070	msg="Please select a Model first..."
2071	wx.MessageBox(msg, 'Info')
2072	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2073	"Smear: %s"%msg))
2074	return
2075
2076	# Need update param values
2077	self._update_paramv_on_fit()
2078
2079	# msg default
2080	msg = None
2081	# for event given
2082	if event != None:
2083	tcrtl= event.GetEventObject()
2084	# event case of radio button
2085	if tcrtl.GetValue():
2086	self.dxl = 0.0
2087	self.dxw = 0.0
2088	is_new_slit = True
2089	else:
2090	is_new_slit = self._is_changed_slit()
2091	else:
2092	is_new_slit = True
2093
2094	# if any value is changed
2095	if is_new_slit:
2096	msg = self._set_slit_smear()
2097
2098	# hide all silt sizer
2099	self._hide_all_smear_info()
2100	##Calculate chi2
2101	#self.compute_chisqr(smearer= self.current_smearer)
2102	# show relevant slit sizers
2103	self._show_smear_sizer()
2104	self.sizer_set_smearer.Layout()
2105	self.Layout()
2106
2107	if event != None:
2108	event.Skip()
2109	#self._undo.Enable(True)
2110	self.save_current_state()
2111	event = PageInfoEvent(page = self)
2112	wx.PostEvent(self.parent, event)
2113	if msg != None:
2114	wx.PostEvent(self._manager.parent, StatusEvent(status = msg))
2115
2116	def _is_changed_slit(self):
2117	"""
2118	check if any of slit lengths is changed
2119
2120	:return: True or False
2121
2122	"""
2123	# get the values
2124	width = self.smear_slit_width.GetValue()
2125	height = self.smear_slit_height.GetValue()
2126
2127	# check and change the box bg color if it was pink
2128	# but it should be white now
2129	# because this is the case that _set_slit_smear() will not handle
2130	if height.lstrip().rstrip()=="":
2131	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2132	if width.lstrip().rstrip()=="":
2133	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2134
2135	# Check changes in slit width
2136	if width == "":
2137	dxw = 0.0
2138	else:
2139	try:
2140	dxw = float(width)
2141	except:
2142	return True
2143	if self.dxw != dxw:
2144	return True
2145
2146	# Check changes in slit heigth
2147	if height == "":
2148	dxl = 0.0
2149	else:
2150	try:
2151	dxl = float(height)
2152	except:
2153	return True
2154	if self.dxl != dxl:
2155	return True
2156
2157	return False
2158
2159	def _set_slit_smear(self):
2160	"""
2161	Set custom slit smear
2162
2163	:return: message to inform the user about the validity
2164	of the values entered for slit smear
2165	"""
2166	if self.data.__class__.__name__ == "Data2D" or \
2167	self.enable2D:
2168	return
2169	temp_smearer = None
2170	# make sure once more if it is smearer
2171	data = copy.deepcopy(self.data)
2172	data_len = len(data.x)
2173	data.dx = None
2174	data.dxl = None
2175	data.dxw = None
2176	msg = None
2177
2178	try:
2179	self.dxl = float(self.smear_slit_height.GetValue())
2180	data.dxl = self.dxl* numpy.ones(data_len)
2181	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2182	except:
2183	data.dxl = numpy.zeros(data_len)
2184	if self.smear_slit_height.GetValue().lstrip().rstrip()!="":
2185	self.smear_slit_height.SetBackgroundColour("pink")
2186	msg = "Wrong value entered... "
2187	else:
2188	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2189	try:
2190	self.dxw = float(self.smear_slit_width.GetValue())
2191	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2192	data.dxw = self.dxw* numpy.ones(data_len)
2193	except:
2194	data.dxw = numpy.zeros(data_len)
2195	if self.smear_slit_width.GetValue().lstrip().rstrip()!="":
2196	self.smear_slit_width.SetBackgroundColour("pink")
2197	msg = "Wrong Fit value entered... "
2198	else:
2199	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2200
2201	self.current_smearer = smear_selection(data, self.model)
2202	#temp_smearer = self.current_smearer
2203	## set smearing value whether or not the data contain the smearing info
2204	self._manager.set_smearer(smearer=self.current_smearer,
2205	enable2D=self.enable2D,
2206	qmin=float(self.qmin_x),
2207	qmax= float(self.qmax_x),
2208	uid=self.uid)
2209	return msg
2210
2211	def update_slit_smear(self):
2212	"""
2213	called by kill_focus on pinhole TextCntrl
2214	to update the changes
2215
2216	:return: False when wrong value was entered
2217
2218	"""
2219	# msg default
2220	msg = None
2221	# check if any value is changed
2222	if self._is_changed_slit():
2223	msg = self._set_slit_smear()
2224	#self._undo.Enable(True)
2225	self.save_current_state()
2226
2227	if msg != None:
2228	return False
2229	else:
2230	return True
2231
2232	def onSmear(self, event):
2233	"""
2234	Create a smear object that will change the way residuals
2235	are compute when fitting
2236	"""
2237	if event != None:
2238	event.Skip()
2239	if self.data is None:
2240	return
2241
2242	if self.model == None:
2243	self.disable_smearer.SetValue(True)
2244	msg="Please select a Model first..."
2245	wx.MessageBox(msg, 'Info')
2246	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2247	"Smear: %s"%msg))
2248	return
2249
2250	# Need update param values
2251	self._update_paramv_on_fit()
2252
2253	temp_smearer = None
2254	self._get_smear_info()
2255
2256	#renew smear sizer
2257	if self.smear_type != None:
2258	self.smear_description_smear_type.SetValue(str(self.smear_type))
2259	self.smear_data_left.SetValue(str(self.dq_l))
2260	self.smear_data_right.SetValue(str(self.dq_r))
2261
2262	self._hide_all_smear_info()
2263
2264	data = copy.deepcopy(self.data)
2265	# make sure once more if it is smearer
2266	self.current_smearer = smear_selection(data, self.model)
2267
2268	if self.enable_smearer.GetValue():
2269	if hasattr(self.data,"dxl"):
2270
2271	msg= ": Resolution smearing parameters"
2272	if hasattr(self.data,"dxw"):
2273	msg= ": Slit smearing parameters"
2274	if self.smearer ==None:
2275	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2276	"Data contains no smearing information"))
2277	else:
2278	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2279	"Data contains smearing information"))
2280
2281	#self.smear_description_dqdata.Show(True)
2282	self.smear_data_left.Show(True)
2283	self.smear_data_right.Show(True)
2284	temp_smearer= self.current_smearer
2285	elif self.disable_smearer.GetValue():
2286	self.smear_description_none.Show(True)
2287
2288	self._show_smear_sizer()
2289
2290	self.sizer_set_smearer.Layout()
2291	self.Layout()
2292	## set smearing value whether or not the data contain the smearing info
2293	self._manager.set_smearer(uid=self.uid, smearer=temp_smearer,
2294	enable2D=self.enable2D,
2295	qmin= float(self.qmin_x),
2296	qmax= float(self.qmax_x), draw=True)
2297
2298	self.state.enable_smearer= self.enable_smearer.GetValue()
2299	self.state.disable_smearer=self.disable_smearer.GetValue()
2300	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2301	self.state.slit_smearer = self.slit_smearer.GetValue()
2302
2303	def on_complete_chisqr(self, event):
2304	"""
2305	print result chisqr
2306
2307	:event: activated by fitting/ complete after draw
2308
2309	"""
2310	try:
2311	if event == None:
2312	output= "-"
2313	elif not numpy.isfinite(event.output):
2314	output= "-"
2315	else:
2316	output = event.output
2317	self.tcChi.SetValue(str(format_number(output, True)))
2318
2319	self.state.tcChi = self.tcChi.GetValue()
2320	except:
2321	pass
2322
2323
2324	def select_all_param(self,event):
2325	"""
2326	set to true or false all checkBox given the main checkbox value cb1
2327	"""
2328	self.param_toFit=[]
2329	if self.parameters !=[]:
2330	if self.cb1.GetValue():
2331	for item in self.parameters:
2332	## for data2D select all to fit
2333	if self.data.__class__.__name__== "Data2D" or \
2334	self.enable2D:
2335	item[0].SetValue(True)
2336	self.param_toFit.append(item )
2337	else:
2338	## for 1D all parameters except orientation
2339	if not item in self.orientation_params:
2340	item[0].SetValue(True)
2341	self.param_toFit.append(item )
2342	#if len(self.fittable_param)>0:
2343	for item in self.fittable_param:
2344	if self.data.__class__.__name__== "Data2D" or \
2345	self.enable2D:
2346	item[0].SetValue(True)
2347	self.param_toFit.append(item )
2348	try:
2349	if len(self.values[item[1]]) > 0:
2350	item[0].SetValue(False)
2351	except:
2352	pass
2353
2354	else:
2355	## for 1D all parameters except orientation
2356	if not item in self.orientation_params_disp:
2357	item[0].SetValue(True)
2358	self.param_toFit.append(item )
2359	try:
2360	if len(self.values[item[1]]) > 0:
2361	item[0].SetValue(False)
2362	except:
2363	pass
2364
2365	else:
2366	for item in self.parameters:
2367	item[0].SetValue(False)
2368	for item in self.fittable_param:
2369	item[0].SetValue(False)
2370	self.param_toFit=[]
2371
2372	self.save_current_state_fit()
2373
2374	if event !=None:
2375	#self._undo.Enable(True)
2376	## post state to fit panel
2377	event = PageInfoEvent(page = self)
2378	wx.PostEvent(self.parent, event)
2379
2380	def select_param(self,event):
2381	"""
2382	Select TextCtrl checked for fitting purpose and stores them
2383	in self.param_toFit=[] list
2384	"""
2385	self.param_toFit=[]
2386	for item in self.parameters:
2387	#Skip t ifhe angle parameters if 1D data
2388	if self.data.__class__.__name__ != "Data2D" and\
2389	not self.enable2D:
2390	if item in self.orientation_params:
2391	continue
2392	#Select parameters to fit for list of primary parameters
2393	if item[0].GetValue():
2394	if not (item in self.param_toFit):
2395	self.param_toFit.append(item )
2396	else:
2397	#remove parameters from the fitting list
2398	if item in self.param_toFit:
2399	self.param_toFit.remove(item)
2400
2401	#Select parameters to fit for list of fittable parameters
2402	# with dispersion
2403	for item in self.fittable_param:
2404	#Skip t ifhe angle parameters if 1D data
2405	if self.data.__class__.__name__ != "Data2D" and\
2406	not self.enable2D:
2407	if item in self.orientation_params:
2408	continue
2409	if item[0].GetValue():
2410	if not (item in self.param_toFit):
2411	self.param_toFit.append(item)
2412	else:
2413	#remove parameters from the fitting list
2414	if item in self.param_toFit:
2415	self.param_toFit.remove(item)
2416
2417	#Calculate num. of angle parameters
2418	if self.data.__class__.__name__ == "Data2D" or \
2419	self.enable2D:
2420	len_orient_para = 0
2421	else:
2422	len_orient_para = len(self.orientation_params) #assume even len
2423	#Total num. of angle parameters
2424	if len(self.fittable_param) > 0:
2425	len_orient_para *= 2
2426	#Set the value of checkbox that selected every checkbox or not
2427	if len(self.parameters)+len(self.fittable_param)-len_orient_para ==\
2428	len(self.param_toFit):
2429	self.cb1.SetValue(True)
2430	else:
2431	self.cb1.SetValue(False)
2432	self.save_current_state_fit()
2433	if event !=None:
2434	#self._undo.Enable(True)
2435	## post state to fit panel
2436	event = PageInfoEvent(page = self)
2437	wx.PostEvent(self.parent, event)
2438
2439	def set_model_param_sizer(self, model):
2440	"""
2441	Build the panel from the model content
2442
2443	:param model: the model selected in combo box for fitting purpose
2444
2445	"""
2446	self.sizer3.Clear(True)
2447	self.parameters = []
2448	self.str_parameters = []
2449	self.param_toFit=[]
2450	self.fittable_param=[]
2451	self.fixed_param=[]
2452	self.orientation_params=[]
2453	self.orientation_params_disp=[]
2454
2455	if model ==None:
2456	self.sizer3.Layout()
2457	self.SetupScrolling()
2458	return
2459	## the panel is drawn using the current value of the fit engine
2460	if self.engine_type==None and self._manager !=None:
2461	self.engine_type= self._manager._return_engine_type()
2462
2463	box_description= wx.StaticBox(self, -1,str("Model Parameters"))
2464	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2465	sizer = wx.GridBagSizer(5,5)
2466	## save the current model
2467	self.model = model
2468
2469	keys = self.model.getParamList()
2470	#list of dispersion paramaters
2471	self.disp_list=self.model.getDispParamList()
2472
2473	def custom_compare(a,b):
2474	"""
2475	Custom compare to order, first by alphabets then second by number.
2476	"""
2477	# number at the last digit
2478	a_last = a[len(a)-1]
2479	b_last = b[len(b)-1]
2480	# default
2481	num_a = None
2482	num_b = None
2483	# split the names
2484	a2 = a.lower().split('_')
2485	b2 = b.lower().split('_')
2486	# check length of a2, b2
2487	len_a2 = len(a2)
2488	len_b2 = len(b2)
2489	# check if it contains a int number(<10)
2490	try:
2491	num_a = int(a_last)
2492	except: pass
2493	try:
2494	num_b = int(b_last)
2495	except: pass
2496	# Put 'scale' near the top; happens
2497	# when numbered param name exists
2498	if a == 'scale':
2499	return -1
2500	# both have a number
2501	if num_a != None and num_b != None:
2502	if num_a > num_b: return -1
2503	# same number
2504	elif num_a == num_b:
2505	# different last names
2506	if a2[len_a2-1] != b2[len_b2-1] and num_a != 0:
2507	return -cmp(a2[len_a2-1], b2[len_b2-1])
2508	else:
2509	return cmp(a, b)
2510	else: return 1
2511	# one of them has a number
2512	elif num_a != None: return 1
2513	elif num_b != None: return -1
2514	# no numbers
2515	else: return cmp(a.lower(), b.lower())
2516
2517
2518	keys.sort(custom_compare)
2519
2520	iy = 0
2521	ix = 0
2522	select_text = "Select All"
2523	self.cb1 = wx.CheckBox(self, -1,str(select_text), (10, 10))
2524	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
2525	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
2526	self.cb1.SetValue(True)
2527
2528	sizer.Add(self.cb1,(iy, ix),(1,1),\
2529	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2530	ix +=1
2531	self.text2_2 = wx.StaticText(self, -1, 'Values')
2532	sizer.Add(self.text2_2,(iy, ix),(1,1),\
2533	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2534	ix +=2
2535	self.text2_3 = wx.StaticText(self, -1, 'Errors')
2536	sizer.Add(self.text2_3,(iy, ix),(1,1),\
2537	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2538	self.text2_3.Hide()
2539	ix +=1
2540	self.text2_min = wx.StaticText(self, -1, 'Min')
2541	sizer.Add(self.text2_min,(iy, ix),(1,1),\
2542	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2543	#self.text2_min.Hide()
2544	ix +=1
2545	self.text2_max = wx.StaticText(self, -1, 'Max')
2546	sizer.Add(self.text2_max,(iy, ix),(1,1),\
2547	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2548	#self.text2_max.Hide()
2549	ix += 1
2550	self.text2_4 = wx.StaticText(self, -1, '[Units]')
2551	sizer.Add(self.text2_4,(iy, ix),(1,1),\
2552	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2553	self.text2_4.Hide()
2554
2555	for item in keys:
2556	if not item in self.disp_list and not item in \
2557	self.model.orientation_params:
2558
2559	##prepare a spot to store errors
2560	if not self.model.details.has_key(item):
2561	self.model.details [item] = ["",None,None]
2562
2563	iy += 1
2564	ix = 0
2565	if self.model.__class__ in \
2566	self.model_list_box["Multi-Functions"] \
2567	and item in self.model.non_fittable:
2568	non_fittable_name = wx.StaticText(self, -1, item )
2569	sizer.Add(non_fittable_name,(iy, ix),(1,1),\
2570	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 21)
2571	## add parameter value
2572	ix += 1
2573	value= self.model.getParam(item)
2574	if len(self.model.fun_list) > 0:
2575	num = item.split('_')[1][5:7]
2576	fun_box = wx.ComboBox(self, -1,size=(100,-1),
2577	style=wx.CB_READONLY, name = '%s'% item)
2578	self._set_fun_box_list(fun_box)
2579	fun_box.SetSelection(0)
2580	#self.fun_box.SetToolTipString("A function
2581	# describing the interface")
2582	wx.EVT_COMBOBOX(fun_box,-1, self._on_fun_box)
2583	else:
2584	fun_box = self.ModelTextCtrl(self, -1,
2585	size=(_BOX_WIDTH,20),
2586	style=wx.TE_PROCESS_ENTER, name ='%s'% item)
2587	fun_box.SetToolTipString("Hit 'Enter' after typing.")
2588	fun_box.SetValue(format_number(value, True))
2589	sizer.Add(fun_box, (iy,ix),(1,1), wx.EXPAND)
2590	self.str_parameters.append([None,item, fun_box,
2591	None, None, None,
2592	None, None])
2593
2594
2595	else:
2596	## add parameters name with checkbox for selecting to fit
2597	cb = wx.CheckBox(self, -1, item )
2598	cb.SetToolTipString(" Check mark to fit.")
2599	#cb.SetValue(True)
2600	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2601
2602	sizer.Add( cb,( iy, ix),(1,1),
2603	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2604
2605	## add parameter value
2606	ix += 1
2607	value= self.model.getParam(item)
2608	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2609	style=wx.TE_PROCESS_ENTER)
2610	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2611	ctl1.SetValue(format_number(value, True))
2612	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2613	## text to show error sign
2614	ix += 1
2615	text2=wx.StaticText(self, -1, '+/-')
2616	sizer.Add(text2,(iy, ix),(1,1),\
2617	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2618	text2.Hide()
2619	ix += 1
2620	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2621	sizer.Add(ctl2, (iy,ix),(1,1),
2622	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2623	ctl2.Hide()
2624
2625	ix += 1
2626	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2627	style=wx.TE_PROCESS_ENTER,
2628	text_enter_callback = self._onparamRangeEnter)
2629
2630	sizer.Add(ctl3, (iy,ix),(1,1),
2631	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2632
2633	ix += 1
2634	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.9,20),
2635	style=wx.TE_PROCESS_ENTER,
2636	text_enter_callback = self._onparamRangeEnter)
2637	sizer.Add(ctl4, (iy,ix),(1,1),
2638	wx.EXPAND\|wx.FIXED_MINSIZE, 0)
2639
2640	ix +=1
2641	# Units
2642	if self.model.details.has_key(item):
2643	units = wx.StaticText(self, -1,
2644	self.model.details[item][0], style=wx.ALIGN_LEFT)
2645	else:
2646	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2647	sizer.Add(units, (iy,ix),(1,1),
2648	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2649
2650	##[cb state, name, value, "+/-", error of fit, min, max , units]
2651	self.parameters.append([cb,item, ctl1,
2652	text2,ctl2, ctl3, ctl4,units])
2653
2654	iy+=1
2655	sizer.Add((10,10),(iy,ix),(1,1),
2656	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2657
2658	# type can be either Guassian or Array
2659	if len(self.model.dispersion.values())>0:
2660	type= self.model.dispersion.values()[0]["type"]
2661	else:
2662	type = "Gaussian"
2663
2664	iy += 1
2665	ix = 0
2666	#Add tile for orientational angle
2667	for item in keys:
2668	if item in self.model.orientation_params:
2669	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
2670	sizer.Add(orient_angle,(iy, ix),(1,1),
2671	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
2672	if not self.data.__class__.__name__ == "Data2D" and \
2673	not self.enable2D:
2674	orient_angle.Hide()
2675	else:
2676	orient_angle.Show(True)
2677	break
2678
2679	#For Gaussian only
2680	if type.lower() != "array":
2681	for item in self.model.orientation_params:
2682	if not item in self.disp_list:
2683	##prepare a spot to store min max
2684	if not self.model.details.has_key(item):
2685	self.model.details [item] = ["",None,None]
2686
2687	iy += 1
2688	ix = 0
2689	## add parameters name with checkbox for selecting to fit
2690	cb = wx.CheckBox(self, -1, item )
2691	cb.SetValue(False)
2692	cb.SetToolTipString("Check mark to fit")
2693	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2694	if self.data.__class__.__name__ == "Data2D" or \
2695	self.enable2D:
2696	cb.Show(True)
2697	else:
2698	cb.Hide()
2699	sizer.Add( cb,( iy, ix),(1,1),
2700	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 5)
2701
2702	## add parameter value
2703	ix += 1
2704	value= self.model.getParam(item)
2705	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH,20),
2706	style=wx.TE_PROCESS_ENTER)
2707	ctl1.SetToolTipString("Hit 'Enter' after typing.")
2708	ctl1.SetValue(format_number(value, True))
2709	if self.data.__class__.__name__ == "Data2D" or \
2710	self.enable2D:
2711	ctl1.Show(True)
2712	else:
2713	ctl1.Hide()
2714	sizer.Add(ctl1, (iy,ix),(1,1), wx.EXPAND)
2715	## text to show error sign
2716	ix += 1
2717	text2=wx.StaticText(self, -1, '+/-')
2718	sizer.Add(text2,(iy, ix),(1,1),\
2719	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2720	text2.Hide()
2721	ix += 1
2722	ctl2 = wx.TextCtrl(self, -1, size=(_BOX_WIDTH/1.2,20), style=0)
2723	sizer.Add(ctl2, (iy,ix),(1,1),
2724	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2725	ctl2.Hide()
2726
2727
2728	ix += 1
2729	ctl3 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2730	style=wx.TE_PROCESS_ENTER,
2731	text_enter_callback = self._onparamRangeEnter)
2732
2733	sizer.Add(ctl3, (iy,ix),(1,1),
2734	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2735	ctl3.Hide()
2736
2737	ix += 1
2738	ctl4 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH/1.8,20),
2739	style=wx.TE_PROCESS_ENTER,
2740	text_enter_callback = self._onparamRangeEnter)
2741	sizer.Add(ctl4, (iy,ix),(1,1),
2742	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2743
2744	ctl4.Hide()
2745
2746	if self.data.__class__.__name__ == "Data2D" or \
2747	self.enable2D:
2748	ctl3.Show(True)
2749	ctl4.Show(True)
2750
2751	ix +=1
2752	# Units
2753	if self.model.details.has_key(item):
2754	units = wx.StaticText(self, -1,
2755	self.model.details[item][0],
2756	style=wx.ALIGN_LEFT)
2757	else:
2758	units = wx.StaticText(self, -1, "", style=wx.ALIGN_LEFT)
2759	if self.data.__class__.__name__ == "Data2D" or \
2760	self.enable2D:
2761	units.Show(True)
2762
2763	else:
2764	units.Hide()
2765
2766	sizer.Add(units, (iy,ix),(1,1),
2767	wx.EXPAND\|wx.ADJUST_MINSIZE, 0)
2768
2769	##[cb state, name, value, "+/-", error of fit,min,max,units]
2770	self.parameters.append([cb,item, ctl1,
2771	text2,ctl2, ctl3, ctl4,units])
2772	self.orientation_params.append([cb,item, ctl1,
2773	text2,ctl2, ctl3, ctl4,units])
2774
2775	iy+=1
2776
2777	#Display units text on panel
2778	for item in keys:
2779	if self.model.details.has_key(item):
2780	self.text2_4.Show()
2781	#Fill the list of fittable parameters
2782	self.select_all_param(event=None)
2783
2784	self.save_current_state_fit()
2785	boxsizer1.Add(sizer)
2786	self.sizer3.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
2787	self.sizer3.Layout()
2788	self.Layout()
2789	self.Refresh()
2790
2791	def on_right_down(self, event):
2792	"""
2793	Get key stroke event
2794	"""
2795	if self.data == None:
2796	return
2797	# Figuring out key combo: Cmd for copy, Alt for paste
2798	if event.AltDown() and event.ShiftDown():
2799	self._show_ftol_dialog()
2800	flag = True
2801	elif event.AltDown() or event.ShiftDown():
2802	flag = False
2803	else:
2804	return
2805	# make event free
2806	event.Skip()
2807	# messages depending on the flag
2808	if not flag:
2809	msg = " Could not open ftol dialog;"
2810	msg += " Check if the Scipy fit engine is selected in the menubar."
2811	infor = 'warning'
2812	# inform msg to wx
2813	wx.PostEvent( self.parent.parent,
2814	StatusEvent(status= msg, info=infor))
2815
2816
2817	def _show_ftol_dialog(self):
2818	"""
2819	Dialog to select ftol for Scipy
2820	"""
2821	from ftol_dialog import ChangeFtol
2822	panel = ChangeFtol(self)
2823	panel.ShowModal()
2824
2825	def _onModel2D(self, event):
2826	"""
2827	toggle view of model from 1D to 2D or 2D from 1D
2828	"""
2829	if self.model_view.GetLabelText() == "Switch to 2D":
2830	self.model_view.SetLabel("Switch to 1D")
2831	self.enable2D = True
2832
2833	else:
2834	self.model_view.SetLabel("Switch to 2D")
2835	self.enable2D = False
2836
2837	self.set_model_param_sizer(self.model)
2838	self._set_sizer_dispersion()
2839	self._draw_model()
2840
2841
2842	self.state.enable2D = copy.deepcopy(self.enable2D)
2843
2844	class BGTextCtrl(wx.TextCtrl):
2845	"""
2846	Text control used to display outputs.
2847	No editing allowed. The background is
2848	grayed out. User can't select text.
2849	"""
2850	def __init__(self, args, *kwds):
2851	wx.TextCtrl.__init__(self, args, *kwds)
2852	self.SetEditable(False)
2853	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
2854
2855	# Bind to mouse event to avoid text highlighting
2856	# The event will be skipped once the call-back
2857	# is called.
2858	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
2859
2860	def _click(self, event):
2861	"""
2862	Prevent further handling of the mouse event
2863	by not calling Skip().
2864	"""
2865	pass
2866

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SasView

source: sasview/sansview/perspectives/fitting/fitpage.py @ f5bdb4a

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