basepage.py @ 6d8053c

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 6d8053c was 6d8053c, checked in by Jae Cho <jhjcho@…>, 13 years ago
fixed aminor plot problem and default NPTS
Property mode set to `100644`
File size: 108.6 KB

Line
1
2	import sys
3	import os
4	import wx
5	import numpy
6	import time
7	import copy
8	import math
9	import string
10	from sans.guiframe.panel_base import PanelBase
11	from wx.lib.scrolledpanel import ScrolledPanel
12	from sans.guiframe.utils import format_number,check_float
13	from sans.guiframe.events import PanelOnFocusEvent
14	from sans.guiframe.events import StatusEvent
15	from sans.guiframe.events import AppendBookmarkEvent
16	import pagestate
17	from pagestate import PageState
18	(PageInfoEvent, EVT_PAGE_INFO) = wx.lib.newevent.NewEvent()
19	(PreviousStateEvent, EVT_PREVIOUS_STATE) = wx.lib.newevent.NewEvent()
20	(NextStateEvent, EVT_NEXT_STATE) = wx.lib.newevent.NewEvent()
21
22	_BOX_WIDTH = 76
23	_QMIN_DEFAULT = 0.0005
24	_QMAX_DEFAULT = 0.5
25	_NPTS_DEFAULT = 50
26	#Control panel width
27	if sys.platform.count("darwin")==0:
28	PANEL_WIDTH = 450
29	FONT_VARIANT = 0
30	ON_MAC = False
31	else:
32	PANEL_WIDTH = 500
33	FONT_VARIANT = 1
34	ON_MAC = True
35
36
37
38	class BasicPage(ScrolledPanel, PanelBase):
39	"""
40	This class provide general structure of fitpanel page
41	"""
42	## Internal name for the AUI manager
43	window_name = "Fit Page"
44	## Title to appear on top of the window
45	window_caption = "Fit Page "
46
47	def __init__(self, parent,color='blue', **kwargs):
48	"""
49	"""
50	ScrolledPanel.__init__(self, parent, **kwargs)
51	PanelBase.__init__(self, parent)
52	self.SetupScrolling()
53	#Set window's font size
54	self.SetWindowVariant(variant=FONT_VARIANT)
55
56	self.SetBackgroundColour(color)
57	## parent of the page
58	self.parent = parent
59	## manager is the fitting plugin
60	## owner of the page (fitting plugin)
61	self.event_owner = None
62	## current model
63	self.model = None
64	## data
65	self.data = None
66	self.mask = None
67	self.uid = None
68	## Q range
69	self.qmin = None
70	self.qmax = None
71	self.qmax_x = _QMAX_DEFAULT
72	self.qmin_x = _QMIN_DEFAULT
73	self.npts_x = _NPTS_DEFAULT
74	## total number of point: float
75	self.npts = None
76	## default fitengine type
77	self.engine_type = 'scipy'
78	## smear default
79	self.smearer = None
80	self.current_smearer = None
81	## 2D smear accuracy default
82	self.smear2d_accuracy = 'Low'
83	## slit smear:
84	self.dxl = None
85	self.dxw = None
86	## pinhole smear
87	self.dx_min = None
88	self.dx_max = None
89
90	self.disp_cb_dict = {}
91
92	self.state = PageState(parent=parent)
93	## dictionary containing list of models
94	self.model_list_box = {}
95
96	## Data member to store the dispersion object created
97	self._disp_obj_dict = {}
98	## selected parameters to apply dispersion
99	self.disp_cb_dict ={}
100
101	## smearer object
102	self.smearer = None
103	self.enable2D = False
104
105	##list of model parameters. each item must have same length
106	## each item related to a given parameters
107	##[cb state, name, value, "+/-", error of fit, min, max , units]
108	self.parameters = []
109	# non-fittable parameter whose value is astring
110	self.str_parameters = []
111	## list of parameters to fit , must be like self.parameters
112	self.param_toFit = []
113	## list of looking like parameters but with non fittable parameters info
114	self.fixed_param = []
115	## list of looking like parameters but with fittable parameters info
116	self.fittable_param = []
117	##list of dispersion parameters
118	self.disp_list = []
119	self.disp_name = ""
120
121	## list of orientation parameters
122	self.orientation_params = []
123	self.orientation_params_disp = []
124	if self.model != None:
125	self.disp_list = self.model.getDispParamList()
126
127	##enable model 2D draw
128	self.enable2D = False
129	## check that the fit range is correct to plot the model again
130	self.fitrange = True
131	## Create memento to save the current state
132	self.state = PageState(parent=self.parent,
133	model=self.model, data=self.data)
134	## flag to determine if state has change
135	self.state_change = False
136	## save customized array
137	self.values = []
138	self.weights = []
139	## retrieve saved state
140	self.number_saved_state = 0
141	## dictionary of saved state
142	self.saved_states = {}
143	## Create context menu for page
144	self.popUpMenu = wx.Menu()
145
146	id = wx.NewId()
147	self._keep = wx.MenuItem(self.popUpMenu,id,"BookMark",
148	" Keep the panel status to recall it later")
149	self.popUpMenu.AppendItem(self._keep)
150	self._keep.Enable(False)
151	self._set_bookmark_flag(False)
152	self._set_save_flag(False)
153	wx.EVT_MENU(self, id, self.on_bookmark)
154	self.popUpMenu.AppendSeparator()
155
156	## Default locations
157	self._default_save_location = os.getcwd()
158	## save initial state on context menu
159	#self.onSave(event=None)
160	self.Bind(wx.EVT_CONTEXT_MENU, self.onContextMenu)
161
162	# bind key event
163	self.Bind(wx.EVT_LEFT_DOWN, self.on_left_down)
164
165	## create the basic structure of the panel with empty sizer
166	self.define_page_structure()
167	## drawing Initial dispersion parameters sizer
168	self.set_dispers_sizer()
169
170	## layout
171	self.set_layout()
172
173
174
175	def on_set_focus(self, event):
176	"""
177	"""
178	if self._manager is not None:
179	wx.PostEvent(self._manager.parent, PanelOnFocusEvent(panel=self))
180
181	class ModelTextCtrl(wx.TextCtrl):
182	"""
183	Text control for model and fit parameters.
184	Binds the appropriate events for user interactions.
185	Default callback methods can be overwritten on initialization
186
187	:param kill_focus_callback: callback method for EVT_KILL_FOCUS event
188	:param set_focus_callback: callback method for EVT_SET_FOCUS event
189	:param mouse_up_callback: callback method for EVT_LEFT_UP event
190	:param text_enter_callback: callback method for EVT_TEXT_ENTER event
191
192	"""
193	## Set to True when the mouse is clicked while the whole string is selected
194	full_selection = False
195	## Call back for EVT_SET_FOCUS events
196	_on_set_focus_callback = None
197
198	def __init__(self, parent, id=-1,
199	value=wx.EmptyString,
200	pos=wx.DefaultPosition,
201	size=wx.DefaultSize,
202	style=0,
203	validator=wx.DefaultValidator,
204	name=wx.TextCtrlNameStr,
205	kill_focus_callback=None,
206	set_focus_callback=None,
207	mouse_up_callback=None,
208	text_enter_callback = None):
209
210	wx.TextCtrl.__init__(self, parent, id, value, pos,
211	size, style, validator, name)
212
213	# Bind appropriate events
214	self._on_set_focus_callback = parent.onSetFocus \
215	if set_focus_callback is None else set_focus_callback
216	self.Bind(wx.EVT_SET_FOCUS, self._on_set_focus)
217	self.Bind(wx.EVT_KILL_FOCUS, self._silent_kill_focus \
218	if kill_focus_callback is None else kill_focus_callback)
219	self.Bind(wx.EVT_TEXT_ENTER, parent._onparamEnter \
220	if text_enter_callback is None else text_enter_callback)
221	if not ON_MAC :
222	self.Bind(wx.EVT_LEFT_UP, self._highlight_text \
223	if mouse_up_callback is None else mouse_up_callback)
224
225	def _on_set_focus(self, event):
226	"""
227	Catch when the text control is set in focus to highlight the whole
228	text if necessary
229
230	:param event: mouse event
231
232	"""
233	event.Skip()
234	self.full_selection = True
235	return self._on_set_focus_callback(event)
236
237
238
239	def _highlight_text(self, event):
240	"""
241	Highlight text of a TextCtrl only of no text has be selected
242
243	:param event: mouse event
244
245	"""
246	# Make sure the mouse event is available to other listeners
247	event.Skip()
248	control = event.GetEventObject()
249	if self.full_selection:
250	self.full_selection = False
251	# Check that we have a TextCtrl
252	if issubclass(control.__class__, wx.TextCtrl):
253	# Check whether text has been selected,
254	# if not, select the whole string
255	(start, end) = control.GetSelection()
256	if start==end:
257	control.SetSelection(-1,-1)
258
259	def _silent_kill_focus(self,event):
260	"""
261	Save the state of the page
262	"""
263
264	event.Skip()
265	pass
266
267	def set_page_info(self, page_info):
268	"""
269	set some page important information at once
270	"""
271	##window_name
272	self.window_name = page_info.window_name
273	##window_caption
274	self.window_caption = page_info.window_caption
275	## manager is the fitting plugin
276	self._manager= page_info.manager
277	## owner of the page (fitting plugin)
278	self.event_owner= page_info.event_owner
279	## current model
280	self.model = page_info.model
281	## data
282	self.data = page_info.data
283	## dictionary containing list of models
284	self.model_list_box = page_info.model_list_box
285	## Data member to store the dispersion object created
286	self.populate_box(dict=self.model_list_box)
287
288	def onContextMenu(self, event):
289	"""
290	Retrieve the state selected state
291	"""
292	# Skipping the save state functionality for release 0.9.0
293	#return
294
295	pos = event.GetPosition()
296	pos = self.ScreenToClient(pos)
297
298	self.PopupMenu(self.popUpMenu, pos)
299
300
301	def onUndo(self, event):
302	"""
303	Cancel the previous action
304	"""
305	event = PreviousStateEvent(page = self)
306	wx.PostEvent(self.parent, event)
307
308	def onRedo(self, event):
309	"""
310	Restore the previous action cancelled
311	"""
312	event = NextStateEvent(page= self)
313	wx.PostEvent(self.parent, event)
314
315	def define_page_structure(self):
316	"""
317	Create empty sizer for a panel
318	"""
319	self.vbox = wx.BoxSizer(wx.VERTICAL)
320	self.sizer0 = wx.BoxSizer(wx.VERTICAL)
321	self.sizer1 = wx.BoxSizer(wx.VERTICAL)
322	self.sizer2 = wx.BoxSizer(wx.VERTICAL)
323	self.sizer3 = wx.BoxSizer(wx.VERTICAL)
324	self.sizer4 = wx.BoxSizer(wx.VERTICAL)
325	self.sizer5 = wx.BoxSizer(wx.VERTICAL)
326	self.sizer6 = wx.BoxSizer(wx.VERTICAL)
327
328	self.sizer0.SetMinSize((PANEL_WIDTH,-1))
329	self.sizer1.SetMinSize((PANEL_WIDTH,-1))
330	self.sizer2.SetMinSize((PANEL_WIDTH,-1))
331	self.sizer3.SetMinSize((PANEL_WIDTH,-1))
332	self.sizer4.SetMinSize((PANEL_WIDTH,-1))
333	self.sizer5.SetMinSize((PANEL_WIDTH,-1))
334	self.sizer6.SetMinSize((PANEL_WIDTH,-1))
335
336	self.vbox.Add(self.sizer0)
337	self.vbox.Add(self.sizer1)
338	self.vbox.Add(self.sizer2)
339	self.vbox.Add(self.sizer3)
340	self.vbox.Add(self.sizer4)
341	self.vbox.Add(self.sizer5)
342	self.vbox.Add(self.sizer6)
343
344	def set_layout(self):
345	"""
346	layout
347	"""
348	self.vbox.Layout()
349	self.vbox.Fit(self)
350	self.SetSizer(self.vbox)
351	self.Centre()
352
353	def set_owner(self,owner):
354	"""
355	set owner of fitpage
356
357	:param owner: the class responsible of plotting
358
359	"""
360	self.event_owner = owner
361	self.state.event_owner = owner
362
363	def get_state(self):
364	"""
365	"""
366	return self.state
367	def get_data(self):
368	"""
369	return the current data
370	"""
371	return self.data
372
373	def set_manager(self, manager):
374	"""
375	set panel manager
376
377	:param manager: instance of plugin fitting
378
379	"""
380	self._manager = manager
381	self.state.manager = manager
382
383	def populate_box(self, dict):
384	"""
385	Store list of model
386
387	:param dict: dictionary containing list of models
388
389	"""
390	self.model_list_box = dict
391	self.state.model_list_box = self.model_list_box
392	self.initialize_combox()
393
394	def initialize_combox(self):
395	"""
396	put default value in the combobox
397	"""
398	## fill combox box
399	if self.model_list_box is None:
400	return
401	if len(self.model_list_box) > 0:
402	self._populate_box(self.formfactorbox,
403	self.model_list_box["Shapes"])
404
405	if len(self.model_list_box) > 0:
406	self._populate_box(self.structurebox,
407	self.model_list_box["Structure Factors"])
408	self.structurebox.Insert("None", 0, None)
409	self.structurebox.SetSelection(0)
410	self.structurebox.Hide()
411	self.text2.Hide()
412	self.structurebox.Disable()
413	self.text2.Disable()
414
415	if self.model.__class__ in self.model_list_box["P(Q)*S(Q)"]:
416	self.structurebox.Show()
417	self.text2.Show()
418	self.structurebox.Enable()
419	self.text2.Enable()
420
421	def set_dispers_sizer(self):
422	"""
423	fill sizer containing dispersity info
424	"""
425	self.sizer4.Clear(True)
426	name="Polydispersity and Orientational Distribution"
427	box_description= wx.StaticBox(self, -1,name)
428	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
429	#----------------------------------------------------
430	self.disable_disp = wx.RadioButton(self, -1, 'Off', (10, 10),
431	style=wx.RB_GROUP)
432	self.enable_disp = wx.RadioButton(self, -1, 'On', (10, 30))
433	# best size for MAC and PC
434	if ON_MAC:
435	size_q = (-1, -1)
436	else:
437	size_q = (20,15)
438	self.disp_help_bt = wx.Button(self,wx.NewId(),'?',
439	style = wx.BU_EXACTFIT,
440	size=size_q)
441	self.disp_help_bt.Bind(wx.EVT_BUTTON,
442	self.on_pd_help_clicked,id= self.disp_help_bt.GetId())
443	self.disp_help_bt.SetToolTipString("Helps for Polydispersion.")
444
445	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
446	id=self.disable_disp.GetId())
447	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
448	id=self.enable_disp.GetId())
449	#MAC needs SetValue
450	self.disable_disp.SetValue(True)
451	sizer_dispersion = wx.BoxSizer(wx.HORIZONTAL)
452	sizer_dispersion.Add((20,20))
453	name=""#Polydispersity and \nOrientational Distribution "
454	sizer_dispersion.Add(wx.StaticText(self,-1,name))
455	sizer_dispersion.Add(self.enable_disp )
456	sizer_dispersion.Add((20,20))
457	sizer_dispersion.Add(self.disable_disp )
458	sizer_dispersion.Add((25,20))
459	sizer_dispersion.Add(self.disp_help_bt)
460
461	## fill a sizer for dispersion
462	boxsizer1.Add( sizer_dispersion,0,
463	wx.TOP\|wx.BOTTOM\|wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,border=5)
464	#boxsizer1.Add( (10,10) )
465	#boxsizer1.Add( sizer_select_dispers )
466	self.sizer4_4 = wx.GridBagSizer(6,5)
467
468	boxsizer1.Add( self.sizer4_4 )
469	#-----------------------------------------------------
470	self.sizer4.Add(boxsizer1,0, wx.EXPAND \| wx.ALL, 10)
471	self.sizer4_4.Layout()
472	self.sizer4.Layout()
473	self.Layout()
474
475	self.Refresh()
476	## saving the state of enable dispersity button
477	self.state.enable_disp= self.enable_disp.GetValue()
478	self.state.disable_disp= self.disable_disp.GetValue()
479	self.SetupScrolling()
480
481
482	def onResetModel(self, event):
483	"""
484	Reset model state
485	"""
486	menu = event.GetEventObject()
487	## post help message for the selected model
488	msg = menu.GetHelpString(event.GetId())
489	msg +=" reloaded"
490	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
491
492	name = menu.GetLabel(event.GetId())
493	self._on_select_model_helper()
494
495	if name in self.saved_states.keys():
496	previous_state = self.saved_states[name]
497	## reset state of checkbox,textcrtl and regular parameters value
498	self.reset_page(previous_state)
499
500	def on_preview(self, event):
501	"""
502	Report the current fit results
503	"""
504	# Get plot image from plotpanel
505	images, canvases = self.get_images()
506	# get the report dialog
507	self.state.report(images, canvases)
508
509
510	def on_save(self, event):
511	"""
512	Save the current state into file
513	"""
514	self.save_current_state()
515	new_state = self.state.clone()
516	# Ask the user the location of the file to write to.
517	path = None
518	dlg = wx.FileDialog(self, "Choose a file", self._default_save_location,
519	"", "*.fitv", wx.SAVE)
520	if dlg.ShowModal() == wx.ID_OK:
521	path = dlg.GetPath()
522	self._default_save_location = os.path.dirname(path)
523	else:
524	return None
525	#the manager write the state into file
526	self._manager.save_fit_state(filepath=path, fitstate=new_state)
527	return new_state
528
529	def _get_time_stamp(self):
530	"""
531	return time and date stings
532	"""
533	# date and time
534	year, month, day,hour,minute,second,tda,ty,tm_isdst= time.localtime()
535	current_time= str(hour)+":"+str(minute)+":"+str(second)
536	current_date= str( month)+"/"+str(day)+"/"+str(year)
537	return current_time, current_date
538
539	def on_bookmark(self, event):
540	"""
541	save history of the data and model
542	"""
543	if self.model==None:
544	msg="Can not bookmark; Please select Data and Model first..."
545	wx.MessageBox(msg, 'Info')
546	return
547	self.save_current_state()
548	new_state = self.state.clone()
549	##Add model state on context menu
550	self.number_saved_state += 1
551	current_time, current_date = self._get_time_stamp()
552	#name= self.model.name+"[%g]"%self.number_saved_state
553	name = "Fitting: %g]" % self.number_saved_state
554	name += self.model.__class__.__name__
555	name += "bookmarked at %s on %s" % (current_time, current_date)
556	self.saved_states[name]= new_state
557
558	## Add item in the context menu
559	msg = "Model saved at %s on %s"%(current_time, current_date)
560	## post help message for the selected model
561	msg +=" Saved! right click on this page to retrieve this model"
562	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
563
564	id = wx.NewId()
565	self.popUpMenu.Append(id,name,str(msg))
566	wx.EVT_MENU(self, id, self.onResetModel)
567	wx.PostEvent(self.parent.parent,
568	AppendBookmarkEvent(title=name,
569	hint=str(msg), handler=self._back_to_bookmark))
570	def _back_to_bookmark(self, event):
571	"""
572	Back to bookmark
573	"""
574	self._manager.on_perspective(event)
575	self.onResetModel(event)
576	def old_on_bookmark(self, event):
577	"""
578	save history of the data and model
579	"""
580	if self.model==None:
581	msg="Can not bookmark; Please select Data and Model first..."
582	wx.MessageBox(msg, 'Info')
583	return
584	if hasattr(self,"enable_disp"):
585	self.state.enable_disp = copy.deepcopy(self.enable_disp.GetValue())
586	if hasattr(self, "disp_box"):
587	self.state.disp_box = copy.deepcopy(self.disp_box.GetSelection())
588
589	self.state.model.name= self.model.name
590
591	#Remember fit engine_type for fit panel
592	if self.engine_type == None:
593	self.engine_type = "scipy"
594	if self._manager !=None:
595	self._manager._on_change_engine(engine=self.engine_type)
596
597	self.state.engine_type = self.engine_type
598
599	new_state = self.state.clone()
600	new_state.model.name = self.state.model.name
601
602	new_state.enable2D = copy.deepcopy(self.enable2D)
603	##Add model state on context menu
604	self.number_saved_state += 1
605	#name= self.model.name+"[%g]"%self.number_saved_state
606	name= self.model.__class__.__name__+"[%g]"%self.number_saved_state
607	self.saved_states[name]= new_state
608
609	## Add item in the context menu
610
611	year, month, day,hour,minute,second,tda,ty,tm_isdst= time.localtime()
612	my_time= str(hour)+" : "+str(minute)+" : "+str(second)+" "
613	date= str( month)+"\|"+str(day)+"\|"+str(year)
614	msg= "Model saved at %s on %s"%(my_time, date)
615	## post help message for the selected model
616	msg +=" Saved! right click on this page to retrieve this model"
617	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
618
619	id = wx.NewId()
620	self.popUpMenu.Append(id,name,str(msg))
621	wx.EVT_MENU(self, id, self.onResetModel)
622
623	def onSetFocus(self, evt):
624	"""
625	highlight the current textcrtl and hide the error text control shown
626	after fitting
627	"""
628	return
629
630	def read_file(self, path):
631	"""
632	Read two columns file
633
634	:param path: the path to the file to read
635
636	"""
637	try:
638	if path==None:
639	wx.PostEvent(self.parent.parent, StatusEvent(status=\
640	" Selected Distribution was not loaded: %s"%path))
641	return None, None
642	input_f = open(path, 'r')
643	buff = input_f.read()
644	lines = buff.split('\n')
645
646	angles = []
647	weights=[]
648	for line in lines:
649	toks = line.split()
650	try:
651	angle = float(toks[0])
652	weight = float(toks[1])
653	except:
654	# Skip non-data lines
655	pass
656	angles.append(angle)
657	weights.append(weight)
658	return numpy.array(angles), numpy.array(weights)
659	except:
660	raise
661
662	def createMemento(self):
663	"""
664	return the current state of the page
665	"""
666	return self.state.clone()
667
668
669	def save_current_state(self):
670	"""
671	Store current state
672	"""
673	self.state.engine_type = copy.deepcopy(self.engine_type)
674	## save model option
675	if self.model!= None:
676	self.disp_list= self.model.getDispParamList()
677	self.state.disp_list= copy.deepcopy(self.disp_list)
678	self.state.model = self.model.clone()
679	#save radiobutton state for model selection
680	self.state.shape_rbutton = self.shape_rbutton.GetValue()
681	self.state.shape_indep_rbutton = self.shape_indep_rbutton.GetValue()
682	self.state.struct_rbutton = self.struct_rbutton.GetValue()
683	self.state.plugin_rbutton = self.plugin_rbutton.GetValue()
684	#model combobox
685	self.state.structurebox = self.structurebox.GetSelection()
686	self.state.formfactorbox = self.formfactorbox.GetSelection()
687
688	self.state.enable2D = copy.deepcopy(self.enable2D)
689	self.state.values= copy.deepcopy(self.values)
690	self.state.weights = copy.deepcopy( self.weights)
691	## save data
692	self.state.data= copy.deepcopy(self.data)
693	self.state.qmax_x = self.qmax_x
694	self.state.qmin_x = self.qmin_x
695
696	if hasattr(self,"enable_disp"):
697	self.state.enable_disp= self.enable_disp.GetValue()
698	self.state.disable_disp = self.disable_disp.GetValue()
699
700	self.state.smearer = copy.deepcopy(self.smearer)
701	if hasattr(self,"enable_smearer"):
702	self.state.enable_smearer = \
703	copy.deepcopy(self.enable_smearer.GetValue())
704	self.state.disable_smearer = \
705	copy.deepcopy(self.disable_smearer.GetValue())
706
707	self.state.pinhole_smearer = \
708	copy.deepcopy(self.pinhole_smearer.GetValue())
709	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
710
711	if len(self._disp_obj_dict)>0:
712	for k , v in self._disp_obj_dict.iteritems():
713	self.state._disp_obj_dict[k]= v
714
715
716	self.state.values = copy.deepcopy(self.values)
717	self.state.weights = copy.deepcopy(self.weights)
718	## save plotting range
719	self._save_plotting_range()
720
721	self.state.orientation_params = []
722	self.state.orientation_params_disp = []
723	self.state.parameters = []
724	self.state.fittable_param = []
725	self.state.fixed_param = []
726	self.state.str_parameters = []
727
728
729	## save checkbutton state and txtcrtl values
730	self._copy_parameters_state(self.str_parameters,
731	self.state.str_parameters)
732	self._copy_parameters_state(self.orientation_params,
733	self.state.orientation_params)
734	self._copy_parameters_state(self.orientation_params_disp,
735	self.state.orientation_params_disp)
736
737	self._copy_parameters_state(self.parameters, self.state.parameters)
738	self._copy_parameters_state(self.fittable_param,
739	self.state.fittable_param)
740	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
741	#save chisqr
742	self.state.tcChi = self.tcChi.GetValue()
743
744	def save_current_state_fit(self):
745	"""
746	Store current state for fit_page
747	"""
748	## save model option
749	if self.model!= None:
750	self.disp_list= self.model.getDispParamList()
751	self.state.disp_list= copy.deepcopy(self.disp_list)
752	self.state.model = self.model.clone()
753	if hasattr(self, "engine_type"):
754	self.state.engine_type = copy.deepcopy(self.engine_type)
755
756	self.state.enable2D = copy.deepcopy(self.enable2D)
757	self.state.values= copy.deepcopy(self.values)
758	self.state.weights = copy.deepcopy( self.weights)
759	## save data
760	self.state.data= copy.deepcopy(self.data)
761
762	if hasattr(self,"enable_disp"):
763	self.state.enable_disp= self.enable_disp.GetValue()
764	self.state.disable_disp = self.disable_disp.GetValue()
765
766	self.state.smearer = copy.deepcopy(self.smearer)
767	if hasattr(self,"enable_smearer"):
768	self.state.enable_smearer = \
769	copy.deepcopy(self.enable_smearer.GetValue())
770	self.state.disable_smearer = \
771	copy.deepcopy(self.disable_smearer.GetValue())
772
773	self.state.pinhole_smearer = \
774	copy.deepcopy(self.pinhole_smearer.GetValue())
775	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
776
777	if hasattr(self,"disp_box"):
778	self.state.disp_box = self.disp_box.GetCurrentSelection()
779
780	if len(self.disp_cb_dict) > 0:
781	for k, v in self.disp_cb_dict.iteritems():
782
783	if v == None :
784	self.state.disp_cb_dict[k] = v
785	else:
786	try:
787	self.state.disp_cb_dict[k] = v.GetValue()
788	except:
789	self.state.disp_cb_dict[k] = None
790
791	if len(self._disp_obj_dict) > 0:
792	for k , v in self._disp_obj_dict.iteritems():
793
794	self.state._disp_obj_dict[k] = v
795
796
797	self.state.values = copy.deepcopy(self.values)
798	self.state.weights = copy.deepcopy(self.weights)
799
800	## save plotting range
801	self._save_plotting_range()
802
803	## save checkbutton state and txtcrtl values
804	self._copy_parameters_state(self.orientation_params,
805	self.state.orientation_params)
806	self._copy_parameters_state(self.orientation_params_disp,
807	self.state.orientation_params_disp)
808	self._copy_parameters_state(self.parameters, self.state.parameters)
809	self._copy_parameters_state(self.fittable_param,
810	self.state.fittable_param)
811	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
812
813
814	def check_invalid_panel(self):
815	"""
816	check if the user can already perform some action with this panel
817	"""
818	flag = False
819	if self.data is None:
820	self.disable_smearer.SetValue(True)
821	self.disable_disp.SetValue(True)
822	msg = "Please load Data and select Model to start..."
823	wx.MessageBox(msg, 'Info')
824	return True
825
826	def set_model_state(self, state):
827	"""
828	reset page given a model state
829	"""
830	self.disp_cb_dict = state.disp_cb_dict
831	self.disp_list = state.disp_list
832
833	## set the state of the radio box
834	self.shape_rbutton.SetValue(state.shape_rbutton )
835	self.shape_indep_rbutton.SetValue(state.shape_indep_rbutton)
836	self.struct_rbutton.SetValue(state.struct_rbutton)
837	self.plugin_rbutton.SetValue(state.plugin_rbutton)
838
839	## fill model combobox
840	self._show_combox_helper()
841	#select the current model
842	self.formfactorbox.Select(int(state.formfactorcombobox))
843	self.structurebox.SetSelection(state.structurecombobox )
844	if state.multi_factor != None:
845	self.multifactorbox.SetSelection(state.multi_factor)
846
847	## reset state of checkbox,textcrtl and regular parameters value
848	self._reset_parameters_state(self.orientation_params_disp,
849	state.orientation_params_disp)
850	self._reset_parameters_state(self.orientation_params,
851	state.orientation_params)
852	self._reset_parameters_state(self.str_parameters,
853	state.str_parameters)
854	self._reset_parameters_state(self.parameters,state.parameters)
855	## display dispersion info layer
856	self.enable_disp.SetValue(state.enable_disp)
857	self.disable_disp.SetValue(state.disable_disp)
858
859	if hasattr(self, "disp_box"):
860
861	self.disp_box.SetSelection(state.disp_box)
862	n= self.disp_box.GetCurrentSelection()
863	dispersity= self.disp_box.GetClientData(n)
864	name = dispersity.__name__
865
866	self._set_dipers_Param(event=None)
867
868	if name == "ArrayDispersion":
869
870	for item in self.disp_cb_dict.keys():
871
872	if hasattr(self.disp_cb_dict[item], "SetValue") :
873	self.disp_cb_dict[item].SetValue(\
874	state.disp_cb_dict[item])
875	# Create the dispersion objects
876	from sans.models.dispersion_models import ArrayDispersion
877	disp_model = ArrayDispersion()
878	if hasattr(state,"values")and\
879	self.disp_cb_dict[item].GetValue() == True:
880	if len(state.values)>0:
881	self.values=state.values
882	self.weights=state.weights
883	disp_model.set_weights(self.values,
884	state.weights)
885	else:
886	self._reset_dispersity()
887
888	self._disp_obj_dict[item] = disp_model
889	# Set the new model as the dispersion object
890	#for the selected parameter
891	self.model.set_dispersion(item, disp_model)
892
893	self.model._persistency_dict[item] = \
894	[state.values, state.weights]
895
896	else:
897	keys = self.model.getParamList()
898	for item in keys:
899	if item in self.disp_list and \
900	not self.model.details.has_key(item):
901	self.model.details[item] = ["", None, None]
902	for k,v in self.state.disp_cb_dict.iteritems():
903	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
904	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
905	## smearing info restore
906	if hasattr(self, "enable_smearer"):
907	## set smearing value whether or not the data
908	#contain the smearing info
909	self.enable_smearer.SetValue(state.enable_smearer)
910	self.disable_smearer.SetValue(state.disable_smearer)
911	self.onSmear(event=None)
912	self.pinhole_smearer.SetValue(state.pinhole_smearer)
913	self.slit_smearer.SetValue(state.slit_smearer)
914	## we have two more options for smearing
915	if self.pinhole_smearer.GetValue(): self.onPinholeSmear(event=None)
916	elif self.slit_smearer.GetValue(): self.onSlitSmear(event=None)
917
918	## reset state of checkbox,textcrtl and dispersity parameters value
919	self._reset_parameters_state(self.fittable_param,state.fittable_param)
920	self._reset_parameters_state(self.fixed_param,state.fixed_param)
921
922	## draw the model with previous parameters value
923	self._onparamEnter_helper()
924	self.select_param(event=None)
925	#Save state_fit
926	self.save_current_state_fit()
927	self._lay_out()
928	self.Refresh()
929
930	def reset_page_helper(self, state):
931	"""
932	Use page_state and change the state of existing page
933
934	:precondition: the page is already drawn or created
935
936	:postcondition: the state of the underlying data change as well as the
937	state of the graphic interface
938	"""
939	if state == None:
940	#self._undo.Enable(False)
941	return
942	# set data, etc. from the state
943	# reset page between theory and fitting from bookmarking
944	#if state.data == None:
945	# data = None
946	#else:
947	data = state.data
948
949	#if data != None:
950
951	if data == None:
952	data_min = state.qmin
953	data_max = state.qmax
954	self.qmin_x = data_min
955	self.qmax_x = data_max
956	self.minimum_q.SetValue(str(data_min))
957	self.maximum_q.SetValue(str(data_max))
958	self.qmin.SetValue(str(data_min))
959	self.qmax.SetValue(str(data_max))
960
961	self.state.data = data
962	self.state.qmin = self.qmin_x
963	self.state.qmax = self.qmax_x
964	else:
965	self.set_data(data)
966
967	self.enable2D= state.enable2D
968	self.engine_type = state.engine_type
969
970	self.disp_cb_dict = state.disp_cb_dict
971	self.disp_list = state.disp_list
972
973	## set the state of the radio box
974	self.shape_rbutton.SetValue(state.shape_rbutton )
975	self.shape_indep_rbutton.SetValue(state.shape_indep_rbutton)
976	self.struct_rbutton.SetValue(state.struct_rbutton)
977	self.plugin_rbutton.SetValue(state.plugin_rbutton)
978
979	## fill model combobox
980	self._show_combox_helper()
981	#select the current model
982	self.formfactorbox.Select(int(state.formfactorcombobox))
983	self.structurebox.SetSelection(state.structurecombobox )
984	if state.multi_factor != None:
985	self.multifactorbox.SetSelection(state.multi_factor)
986
987	#reset the fitting engine type
988	self.engine_type = state.engine_type
989	#draw the pnael according to the new model parameter
990	self._on_select_model(event=None)
991	# take care of 2D button
992	if data == None and self.model_view.IsEnabled():
993	if self.enable2D:
994	self.model_view.SetLabel("Switch to 1D")
995	else:
996	self.model_view.SetLabel("Switch to 2D")
997	# else:
998
999	if self._manager !=None:
1000	self._manager._on_change_engine(engine=self.engine_type)
1001	## set the select all check box to the a given state
1002	self.cb1.SetValue(state.cb1)
1003
1004	## reset state of checkbox,textcrtl and regular parameters value
1005	self._reset_parameters_state(self.orientation_params_disp,
1006	state.orientation_params_disp)
1007	self._reset_parameters_state(self.orientation_params,
1008	state.orientation_params)
1009	self._reset_parameters_state(self.str_parameters,
1010	state.str_parameters)
1011	self._reset_parameters_state(self.parameters,state.parameters)
1012	## display dispersion info layer
1013	self.enable_disp.SetValue(state.enable_disp)
1014	self.disable_disp.SetValue(state.disable_disp)
1015	# If the polydispersion is ON
1016	if state.enable_disp:
1017	# reset dispersion according the state
1018	self._set_dipers_Param(event=None)
1019	self._reset_page_disp_helper(state)
1020	##plotting range restore
1021	self._reset_plotting_range(state)
1022	## smearing info restore
1023	if hasattr(self, "enable_smearer"):
1024	## set smearing value whether or not the data
1025	#contain the smearing info
1026	self.enable_smearer.SetValue(state.enable_smearer)
1027	self.disable_smearer.SetValue(state.disable_smearer)
1028	self.onSmear(event=None)
1029	self.pinhole_smearer.SetValue(state.pinhole_smearer)
1030	self.slit_smearer.SetValue(state.slit_smearer)
1031	## we have two more options for smearing
1032	if self.pinhole_smearer.GetValue(): self.onPinholeSmear(event=None)
1033	elif self.slit_smearer.GetValue(): self.onSlitSmear(event=None)
1034
1035	## reset state of checkbox,textcrtl and dispersity parameters value
1036	self._reset_parameters_state(self.fittable_param,state.fittable_param)
1037	self._reset_parameters_state(self.fixed_param,state.fixed_param)
1038
1039	## draw the model with previous parameters value
1040	self._onparamEnter_helper()
1041	#reset the value of chisqr when not consistent with the value computed
1042	self.tcChi.SetValue(str(self.state.tcChi))
1043	## reset context menu items
1044	self._reset_context_menu()
1045
1046	## set the value of the current state to the state given as parameter
1047	self.state = state.clone()
1048
1049	def _reset_page_disp_helper(self, state):
1050	"""
1051	Help to rest page for dispersions
1052	"""
1053	keys = self.model.getParamList()
1054	for item in keys:
1055	if item in self.disp_list and \
1056	not self.model.details.has_key(item):
1057	self.model.details[item] = ["", None, None]
1058	#for k,v in self.state.disp_cb_dict.iteritems():
1059	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1060	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1061	self.values = copy.deepcopy(state.values)
1062	self.weights = copy.deepcopy(state.weights)
1063
1064	for key, disp in state._disp_obj_dict.iteritems():
1065	# From saved file, disp_model can not be sent in model obj.
1066	# it will be sent as a string here, then converted to model object.
1067	if disp.__class__.__name__ == 'str':
1068	com_str = "from sans.models.dispersion_models "
1069	com_str += "import %s as disp_func"
1070	exec com_str % disp
1071	disp_model = disp_func()
1072	else:
1073	disp_model = disp
1074
1075	self._disp_obj_dict[key] = disp_model
1076	param_name = key.split('.')[0]
1077	# Try to set dispersion only when available
1078	# for eg., pass the orient. angles for 1D Cal
1079	try:
1080	self.model.set_dispersion(param_name, disp_model)
1081	self.model._persistency_dict[key] = \
1082	[state.values, state.weights]
1083	except:
1084	pass
1085	selection = self._find_polyfunc_selection(disp_model)
1086	for list in self.fittable_param:
1087	if list[1] == key and list[7] != None:
1088	list[7].SetSelection(selection)
1089	# For the array disp_model, set the values and weights
1090	if selection == 1:
1091	disp_model.set_weights(self.values[key],
1092	self.weights[key])
1093	try:
1094	# Diables all fittable params for array
1095	list[0].SetValue(False)
1096	list[0].Disable()
1097	list[2].Disable()
1098	list[5].Disable()
1099	list[6].Disable()
1100	except:
1101	pass
1102	# For array, disable all fixed params
1103	if selection == 1:
1104	for item in self.fixed_param:
1105	if item[1].split(".")[0] == key.split(".")[0]:
1106	# try it and pass it for the orientation for 1D
1107	try:
1108	item[2].Disable()
1109	except:
1110	pass
1111
1112	# Make sure the check box updated when all checked
1113	if self.cb1.GetValue():
1114	self.select_all_param(None)
1115
1116	def _selectDlg(self):
1117	"""
1118	open a dialog file to selected the customized dispersity
1119	"""
1120	import os
1121	dlg = wx.FileDialog(self, "Choose a weight file",
1122	self._default_save_location , "",
1123	".", wx.OPEN)
1124	path = None
1125	if dlg.ShowModal() == wx.ID_OK:
1126	path = dlg.GetPath()
1127	dlg.Destroy()
1128	return path
1129
1130	def _reset_context_menu(self):
1131	"""
1132	reset the context menu
1133	"""
1134	for name, state in self.state.saved_states.iteritems():
1135	self.number_saved_state += 1
1136	## Add item in the context menu
1137	id = wx.NewId()
1138	msg = 'Save model and state %g' % self.number_saved_state
1139	self.popUpMenu.Append(id, name, msg)
1140	wx.EVT_MENU(self, id, self.onResetModel)
1141
1142	def _reset_plotting_range(self, state):
1143	"""
1144	Reset the plotting range to a given state
1145	"""
1146	# if self.check_invalid_panel():
1147	# return
1148	self.qmin.SetValue(str(state.qmin))
1149	self.qmax.SetValue(str(state.qmax))
1150
1151	def _save_typeOfmodel(self):
1152	"""
1153	save radiobutton containing the type model that can be selected
1154	"""
1155	self.state.shape_rbutton = self.shape_rbutton.GetValue()
1156	self.state.shape_indep_rbutton = self.shape_indep_rbutton.GetValue()
1157	self.state.struct_rbutton = self.struct_rbutton.GetValue()
1158	self.state.plugin_rbutton = self.plugin_rbutton.GetValue()
1159	self.state.structurebox= self.structurebox.GetCurrentSelection()
1160	self.state.formfactorbox = self.formfactorbox.GetCurrentSelection()
1161
1162	#self._undo.Enable(True)
1163	## post state to fit panel
1164	event = PageInfoEvent(page = self)
1165	wx.PostEvent(self.parent, event)
1166
1167	def _save_plotting_range(self ):
1168	"""
1169	save the state of plotting range
1170	"""
1171	self.state.qmin = self.qmin_x
1172	self.state.qmax = self.qmax_x
1173	self.state.npts = self.npts_x
1174
1175	def _onparamEnter_helper(self):
1176	"""
1177	check if values entered by the user are changed and valid to replot
1178	model
1179	"""
1180	# Flag to register when a parameter has changed.
1181	is_modified = False
1182	self.fitrange = True
1183	is_2Ddata = False
1184	#self._undo.Enable(True)
1185	# check if 2d data
1186	if self.data.__class__.__name__ == "Data2D":
1187	is_2Ddata = True
1188	if self.model !=None:
1189	try:
1190	is_modified = self._check_value_enter(self.fittable_param,
1191	is_modified)
1192	is_modified = self._check_value_enter(self.fixed_param,
1193	is_modified)
1194	is_modified = self._check_value_enter(self.parameters,
1195	is_modified)
1196	except:
1197	pass
1198	#if is_modified:
1199
1200	# Here we should check whether the boundaries have been modified.
1201	# If qmin and qmax have been modified, update qmin and qmax and
1202	# set the is_modified flag to True
1203	if self._validate_qrange(self.qmin, self.qmax):
1204	tempmin = float(self.qmin.GetValue())
1205	if tempmin != self.qmin_x:
1206	self.qmin_x = tempmin
1207	is_modified = True
1208	tempmax = float(self.qmax.GetValue())
1209	if tempmax != self.qmax_x:
1210	self.qmax_x = tempmax
1211	is_modified = True
1212
1213	if is_2Ddata:
1214	# set mask
1215	is_modified = self._validate_Npts()
1216
1217	else:
1218	self.fitrange = False
1219
1220	## if any value is modify draw model with new value
1221	if not self.fitrange:
1222	#self.btFit.Disable()
1223	if is_2Ddata: self.btEditMask.Disable()
1224	else:
1225	#self.btFit.Enable(True)
1226	if is_2Ddata: self.btEditMask.Enable(True)
1227	if is_modified and self.fitrange:
1228	if self.data == None:
1229	# Theory case: need to get npts value to draw
1230	self.npts_x = float(self.Npts_total.GetValue())
1231	self.state_change= True
1232	self._draw_model()
1233	self.Refresh()
1234	return is_modified
1235
1236	def _update_paramv_on_fit(self):
1237	"""
1238	make sure that update param values just before the fitting
1239	"""
1240	#flag for qmin qmax check values
1241	flag = True
1242	self.fitrange = True
1243	is_modified = False
1244
1245	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1246	#updating ... ",type="update"))
1247
1248	##So make sure that update param values on_Fit.
1249	#self._undo.Enable(True)
1250	if self.model !=None:
1251	##Check the values
1252	self._check_value_enter( self.fittable_param ,is_modified)
1253	self._check_value_enter( self.fixed_param ,is_modified)
1254	self._check_value_enter( self.parameters ,is_modified)
1255
1256	# If qmin and qmax have been modified, update qmin and qmax and
1257	# Here we should check whether the boundaries have been modified.
1258	# If qmin and qmax have been modified, update qmin and qmax and
1259	# set the is_modified flag to True
1260	self.fitrange = self._validate_qrange(self.qmin, self.qmax)
1261	if self.fitrange:
1262	tempmin = float(self.qmin.GetValue())
1263	if tempmin != self.qmin_x:
1264	self.qmin_x = tempmin
1265	tempmax = float(self.qmax.GetValue())
1266	if tempmax != self.qmax_x:
1267	self.qmax_x = tempmax
1268	if tempmax == tempmin:
1269	flag = False
1270	temp_smearer = None
1271	if not self.disable_smearer.GetValue():
1272	temp_smearer= self.current_smearer
1273	if self.slit_smearer.GetValue():
1274	flag = self.update_slit_smear()
1275	elif self.pinhole_smearer.GetValue():
1276	flag = self.update_pinhole_smear()
1277	else:
1278	self._manager.set_smearer(smearer=temp_smearer,
1279	uid=self.uid,
1280	qmin=float(self.qmin_x),
1281	qmax=float(self.qmax_x),
1282	draw=False)
1283	elif not self._is_2D():
1284	self._manager.set_smearer(smearer=temp_smearer,
1285	qmin=float(self.qmin_x),
1286	uid=self.uid,
1287	qmax= float(self.qmax_x))
1288	if self.data != None:
1289	index_data = ((self.qmin_x <= self.data.x)&\
1290	(self.data.x <= self.qmax_x))
1291	val = str(len(self.data.x[index_data==True]))
1292	self.Npts_fit.SetValue(val)
1293	else:
1294	# No data in the panel
1295	try:
1296	self.npts_x = float(self.Npts_total.GetValue())
1297	except:
1298	flag = False
1299	return flag
1300	flag = True
1301	if self._is_2D():
1302	# only 2D case set mask
1303	flag = self._validate_Npts()
1304	if not flag:
1305	return flag
1306	else: flag = False
1307	else:
1308	flag = False
1309
1310	#For invalid q range, disable the mask editor and fit button, vs.
1311	if not self.fitrange:
1312	#self.btFit.Disable()
1313	if self._is_2D():self.btEditMask.Disable()
1314	else:
1315	#self.btFit.Enable(True)
1316	if self._is_2D():self.btEditMask.Enable(True)
1317
1318	if not flag:
1319	msg = "Cannot Plot or Fit :Must select a "
1320	msg += " model or Fitting range is not valid!!! "
1321	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1322
1323	self.save_current_state()
1324
1325	return flag
1326
1327	def _is_modified(self, is_modified):
1328	"""
1329	return to self._is_modified
1330	"""
1331	return is_modified
1332
1333	def _reset_parameters_state(self, listtorestore, statelist):
1334	"""
1335	Reset the parameters at the given state
1336	"""
1337	if len(statelist) == 0 or len(listtorestore) == 0:
1338	return
1339	if len(statelist) != len(listtorestore):
1340	return
1341
1342	for j in range(len(listtorestore)):
1343	item_page = listtorestore[j]
1344	item_page_info = statelist[j]
1345	##change the state of the check box for simple parameters
1346	if item_page[0]!=None:
1347	item_page[0].SetValue(item_page_info[0])
1348	if item_page[2]!=None:
1349	item_page[2].SetValue(item_page_info[2])
1350	if item_page[2].__class__.__name__ == "ComboBox":
1351	if self.model.fun_list.has_key(item_page_info[2]):
1352	fun_val = self.model.fun_list[item_page_info[2]]
1353	self.model.setParam(item_page_info[1],fun_val)
1354	if item_page[3]!=None:
1355	## show or hide text +/-
1356	if item_page_info[2]:
1357	item_page[3].Show(True)
1358	else:
1359	item_page[3].Hide()
1360	if item_page[4]!=None:
1361	## show of hide the text crtl for fitting error
1362	if item_page_info[4][0]:
1363	item_page[4].Show(True)
1364	item_page[4].SetValue(item_page_info[4][1])
1365	else:
1366	item_page[3].Hide()
1367	if item_page[5]!=None:
1368	## show of hide the text crtl for fitting error
1369	item_page[5].Show(item_page_info[5][0])
1370	item_page[5].SetValue(item_page_info[5][1])
1371
1372	if item_page[6]!=None:
1373	## show of hide the text crtl for fitting error
1374	item_page[6].Show(item_page_info[6][0])
1375	item_page[6].SetValue(item_page_info[6][1])
1376
1377
1378	def _reset_strparam_state(self, listtorestore, statelist):
1379	"""
1380	Reset the string parameters at the given state
1381	"""
1382	if len(statelist) == 0:
1383	return
1384
1385	listtorestore = copy.deepcopy(statelist)
1386
1387	for j in range(len(listtorestore)):
1388	item_page = listtorestore[j]
1389	item_page_info = statelist[j]
1390	##change the state of the check box for simple parameters
1391
1392	if item_page[0] != None:
1393	item_page[0].SetValue(format_number(item_page_info[0], True))
1394
1395	if item_page[2] != None:
1396	param_name = item_page_info[1]
1397	value = item_page_info[2]
1398	selection = value
1399	if self.model.fun_list.has_key(value):
1400	selection = self.model.fun_list[value]
1401	item_page[2].SetValue(selection)
1402	self.model.setParam(param_name, selection)
1403
1404	def _copy_parameters_state(self, listtocopy, statelist):
1405	"""
1406	copy the state of button
1407
1408	:param listtocopy: the list of check button to copy
1409	:param statelist: list of state object to store the current state
1410
1411	"""
1412	if len(listtocopy)==0:
1413	return
1414
1415	for item in listtocopy:
1416
1417	checkbox_state = None
1418	if item[0]!= None:
1419	checkbox_state= item[0].GetValue()
1420	parameter_name = item[1]
1421	parameter_value = None
1422	if item[2]!=None:
1423	parameter_value = item[2].GetValue()
1424	static_text = None
1425	if item[3]!=None:
1426	static_text = item[3].IsShown()
1427	error_value = None
1428	error_state = None
1429	if item[4]!= None:
1430	error_value = item[4].GetValue()
1431	error_state = item[4].IsShown()
1432
1433	min_value = None
1434	min_state = None
1435	if item[5]!= None:
1436	min_value = item[5].GetValue()
1437	min_state = item[5].IsShown()
1438
1439	max_value = None
1440	max_state = None
1441	if item[6]!= None:
1442	max_value = item[6].GetValue()
1443	max_state = item[6].IsShown()
1444	unit=None
1445	if item[7]!=None:
1446	unit = item[7].GetLabel()
1447
1448	statelist.append([checkbox_state, parameter_name, parameter_value,
1449	static_text ,[error_state, error_value],
1450	[min_state, min_value],
1451	[max_state, max_value], unit])
1452
1453	def _set_model_sizer_selection(self, model):
1454	"""
1455	Display the sizer according to the type of the current model
1456	"""
1457	if model == None:
1458	return
1459	if hasattr(model ,"s_model"):
1460
1461	class_name = model.s_model.__class__
1462	name = model.s_model.name
1463	flag = (name != "NoStructure")
1464	if flag and \
1465	(class_name in self.model_list_box["Structure Factors"]):
1466	self.structurebox.Show()
1467	self.text2.Show()
1468	self.structurebox.Enable()
1469	self.text2.Enable()
1470	items = self.structurebox.GetItems()
1471	self.sizer1.Layout()
1472
1473	for i in range(len(items)):
1474	if items[i]== str(name):
1475	self.structurebox.SetSelection(i)
1476	break
1477
1478	if hasattr(model ,"p_model"):
1479	class_name = model.p_model.__class__
1480	name = model.p_model.name
1481	self.formfactorbox.Clear()
1482
1483	for k, list in self.model_list_box.iteritems():
1484	if k in["P(Q)*S(Q)","Shapes" ] and class_name in self.model_list_box["Shapes"]:
1485	self.shape_rbutton.SetValue(True)
1486	## fill the form factor list with new model
1487	self._populate_box(self.formfactorbox,self.model_list_box["Shapes"])
1488	items = self.formfactorbox.GetItems()
1489	## set comboxbox to the selected item
1490	for i in range(len(items)):
1491	if items[i]== str(name):
1492	self.formfactorbox.SetSelection(i)
1493	break
1494	return
1495	elif k == "Shape-Independent":
1496	self.shape_indep_rbutton.SetValue(True)
1497	elif k == "Structure Factors":
1498	self.struct_rbutton.SetValue(True)
1499	elif k == "Multi-Functions":
1500	continue
1501	else:
1502	self.plugin_rbutton.SetValue(True)
1503
1504	if class_name in list:
1505	## fill the form factor list with new model
1506	self._populate_box(self.formfactorbox, list)
1507	items = self.formfactorbox.GetItems()
1508	## set comboxbox to the selected item
1509	for i in range(len(items)):
1510	if items[i]== str(name):
1511	self.formfactorbox.SetSelection(i)
1512	break
1513	break
1514	else:
1515
1516	## Select the model from the menu
1517	class_name = model.__class__
1518	name = model.name
1519	self.formfactorbox.Clear()
1520	items = self.formfactorbox.GetItems()
1521
1522	for k, list in self.model_list_box.iteritems():
1523	if k in["P(Q)*S(Q)","Shapes" ] and class_name in self.model_list_box["Shapes"]:
1524	if class_name in self.model_list_box["P(Q)*S(Q)"]:
1525	self.structurebox.Show()
1526	self.text2.Show()
1527	self.structurebox.Enable()
1528	self.structurebox.SetSelection(0)
1529	self.text2.Enable()
1530	else:
1531	self.structurebox.Hide()
1532	self.text2.Hide()
1533	self.structurebox.Disable()
1534	self.structurebox.SetSelection(0)
1535	self.text2.Disable()
1536
1537	self.shape_rbutton.SetValue(True)
1538	## fill the form factor list with new model
1539	self._populate_box(self.formfactorbox,self.model_list_box["Shapes"])
1540	items = self.formfactorbox.GetItems()
1541	## set comboxbox to the selected item
1542	for i in range(len(items)):
1543	if items[i]== str(name):
1544	self.formfactorbox.SetSelection(i)
1545	break
1546	return
1547	elif k == "Shape-Independent":
1548	self.shape_indep_rbutton.SetValue(True)
1549	elif k == "Structure Factors":
1550	self.struct_rbutton.SetValue(True)
1551	elif k == "Multi-Functions":
1552	continue
1553	else:
1554	self.plugin_rbutton.SetValue(True)
1555	if class_name in list:
1556	self.structurebox.SetSelection(0)
1557	self.structurebox.Disable()
1558	self.text2.Disable()
1559	## fill the form factor list with new model
1560	self._populate_box(self.formfactorbox, list)
1561	items = self.formfactorbox.GetItems()
1562	## set comboxbox to the selected item
1563	for i in range(len(items)):
1564	if items[i]== str(name):
1565	self.formfactorbox.SetSelection(i)
1566	break
1567	break
1568
1569	def _draw_model(self, update_chisqr=True):
1570	"""
1571	Method to draw or refresh a plotted model.
1572	The method will use the data member from the model page
1573	to build a call to the fitting perspective manager.
1574
1575	:param chisqr: update chisqr value [bool]
1576	"""
1577	#if self.check_invalid_panel():
1578	# return
1579	if self.model !=None:
1580	temp_smear=None
1581	if hasattr(self, "enable_smearer"):
1582	if not self.disable_smearer.GetValue():
1583	temp_smear= self.current_smearer
1584	toggle_mode_on = self.model_view.IsEnabled()
1585	self._manager.draw_model(self.model,
1586	data=self.data,
1587	smearer= temp_smear,
1588	qmin=float(self.qmin_x),
1589	qmax=float(self.qmax_x),
1590	qstep= float(self.npts_x),
1591	page_id=self.uid,
1592	toggle_mode_on=toggle_mode_on,
1593	state = self.state,
1594	enable2D=self.enable2D,
1595	update_chisqr=update_chisqr)
1596
1597
1598	def _on_show_sld(self, event=None):
1599	"""
1600	Plot SLD profile
1601	"""
1602	# get profile data
1603	x,y=self.model.getProfile()
1604
1605	from danse.common.plottools import Data1D
1606	#from sans.perspectives.theory.profile_dialog import SLDPanel
1607	from sans.guiframe.local_perspectives.plotting.profile_dialog \
1608	import SLDPanel
1609	sld_data = Data1D(x,y)
1610	sld_data.name = 'SLD'
1611	sld_data.axes = self.sld_axes
1612	self.panel = SLDPanel(self, data=sld_data,axes =self.sld_axes,id =-1 )
1613	self.panel.ShowModal()
1614
1615	def _set_multfactor_combobox(self, multiplicity=10):
1616	"""
1617	Set comboBox for muitfactor of CoreMultiShellModel
1618	:param multiplicit: no. of multi-functionality
1619	"""
1620	# build content of the combobox
1621	for idx in range(0,multiplicity):
1622	self.multifactorbox.Append(str(idx),int(idx))
1623	#self.multifactorbox.SetSelection(1)
1624	self._hide_multfactor_combobox()
1625
1626	def _show_multfactor_combobox(self):
1627	"""
1628	Show the comboBox of muitfactor of CoreMultiShellModel
1629	"""
1630	if not self.mutifactor_text.IsShown():
1631	self.mutifactor_text.Show(True)
1632	self.mutifactor_text1.Show(True)
1633	if not self.multifactorbox.IsShown():
1634	self.multifactorbox.Show(True)
1635
1636	def _hide_multfactor_combobox(self):
1637	"""
1638	Hide the comboBox of muitfactor of CoreMultiShellModel
1639	"""
1640	if self.mutifactor_text.IsShown():
1641	self.mutifactor_text.Hide()
1642	self.mutifactor_text1.Hide()
1643	if self.multifactorbox.IsShown():
1644	self.multifactorbox.Hide()
1645
1646
1647	def _show_combox_helper(self):
1648	"""
1649	Fill panel's combo box according to the type of model selected
1650	"""
1651	if self.shape_rbutton.GetValue():
1652	##fill the combobox with form factor list
1653	self.structurebox.SetSelection(0)
1654	self.structurebox.Disable()
1655	self.formfactorbox.Clear()
1656	self._populate_box( self.formfactorbox,self.model_list_box["Shapes"])
1657	if self.shape_indep_rbutton.GetValue():
1658	##fill the combobox with shape independent factor list
1659	self.structurebox.SetSelection(0)
1660	self.structurebox.Disable()
1661	self.formfactorbox.Clear()
1662	self._populate_box( self.formfactorbox,
1663	self.model_list_box["Shape-Independent"])
1664	if self.struct_rbutton.GetValue():
1665	##fill the combobox with structure factor list
1666	self.structurebox.SetSelection(0)
1667	self.structurebox.Disable()
1668	self.formfactorbox.Clear()
1669	self._populate_box( self.formfactorbox,
1670	self.model_list_box["Structure Factors"])
1671	if self.plugin_rbutton.GetValue():
1672	##fill the combobox with form factor list
1673	self.structurebox.Disable()
1674	self.formfactorbox.Clear()
1675	self._populate_box( self.formfactorbox,
1676	self.model_list_box["Customized Models"])
1677
1678	def _show_combox(self, event=None):
1679	"""
1680	Show combox box associate with type of model selected
1681	"""
1682	#if self.check_invalid_panel():
1683	# self.shape_rbutton.SetValue(True)
1684	# return
1685
1686	self._show_combox_helper()
1687	self._on_select_model(event=None)
1688	self._save_typeOfmodel()
1689	self.sizer4_4.Layout()
1690	self.sizer4.Layout()
1691	self.Layout()
1692	self.Refresh()
1693
1694	def _populate_box(self, combobox, list):
1695	"""
1696	fill combox box with dict item
1697
1698	:param list: contains item to fill the combox
1699	item must model class
1700	"""
1701	for models in list:
1702	model= models()
1703	name = model.__class__.__name__
1704	if models.__name__!="NoStructure":
1705	if hasattr(model, "name"):
1706	name = model.name
1707	combobox.Append(name,models)
1708	return 0
1709
1710	def _onQrangeEnter(self, event):
1711	"""
1712	Check validity of value enter in the Q range field
1713
1714	"""
1715	tcrtl = event.GetEventObject()
1716	#Clear msg if previously shown.
1717	msg = ""
1718	wx.PostEvent(self.parent, StatusEvent(status=msg))
1719	# Flag to register when a parameter has changed.
1720	is_modified = False
1721	if tcrtl.GetValue().lstrip().rstrip() != "":
1722	try:
1723	value = float(tcrtl.GetValue())
1724	tcrtl.SetBackgroundColour(wx.WHITE)
1725	# If qmin and qmax have been modified, update qmin and qmax
1726	if self._validate_qrange(self.qmin, self.qmax):
1727	tempmin = float(self.qmin.GetValue())
1728	if tempmin != self.qmin_x:
1729	self.qmin_x = tempmin
1730	tempmax = float(self.qmax.GetValue())
1731	if tempmax != self.qmax_x:
1732	self.qmax_x = tempmax
1733	else:
1734	tcrtl.SetBackgroundColour("pink")
1735	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1736	wx.PostEvent(self.parent, StatusEvent(status=msg))
1737	return
1738	except:
1739	tcrtl.SetBackgroundColour("pink")
1740	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1741	wx.PostEvent(self.parent, StatusEvent(status=msg))
1742	return
1743	#Check if # of points for theory model are valid(>0).
1744	if self.npts != None:
1745	if check_float(self.npts):
1746	temp_npts = float(self.npts.GetValue())
1747	if temp_npts != self.num_points:
1748	self.num_points = temp_npts
1749	is_modified = True
1750	else:
1751	msg = "Cannot Plot :No npts in that Qrange!!! "
1752	wx.PostEvent(self.parent, StatusEvent(status=msg))
1753	else:
1754	tcrtl.SetBackgroundColour("pink")
1755	msg = "Model Error:wrong value entered!!!"
1756	wx.PostEvent(self.parent, StatusEvent(status=msg))
1757	#self._undo.Enable(True)
1758	self.save_current_state()
1759	event = PageInfoEvent(page=self)
1760	wx.PostEvent(self.parent, event)
1761	self.state_change = False
1762	#Draw the model for a different range
1763	self._draw_model()
1764
1765	def _theory_qrange_enter(self, event):
1766	"""
1767	Check validity of value enter in the Q range field
1768	"""
1769
1770	tcrtl= event.GetEventObject()
1771	#Clear msg if previously shown.
1772	msg= ""
1773	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1774	# Flag to register when a parameter has changed.
1775	is_modified = False
1776	if tcrtl.GetValue().lstrip().rstrip()!="":
1777	try:
1778	value = float(tcrtl.GetValue())
1779	tcrtl.SetBackgroundColour(wx.WHITE)
1780
1781	# If qmin and qmax have been modified, update qmin and qmax
1782	if self._validate_qrange(self.theory_qmin, self.theory_qmax):
1783	tempmin = float(self.theory_qmin.GetValue())
1784	if tempmin != self.theory_qmin_x:
1785	self.theory_qmin_x = tempmin
1786	tempmax = float(self.theory_qmax.GetValue())
1787	if tempmax != self.qmax_x:
1788	self.theory_qmax_x = tempmax
1789	else:
1790	tcrtl.SetBackgroundColour("pink")
1791	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1792	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1793	return
1794	except:
1795	tcrtl.SetBackgroundColour("pink")
1796	msg= "Model Error:wrong value entered : %s"% sys.exc_value
1797	wx.PostEvent(self._manager.parent, StatusEvent(status = msg ))
1798	return
1799	#Check if # of points for theory model are valid(>0).
1800	if self.Npts_total.IsEditable() :
1801	if check_float(self.Npts_total):
1802	temp_npts = float(self.Npts_total.GetValue())
1803	if temp_npts != self.num_points:
1804	self.num_points = temp_npts
1805	is_modified = True
1806	else:
1807	msg= "Cannot Plot :No npts in that Qrange!!! "
1808	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1809	else:
1810	tcrtl.SetBackgroundColour("pink")
1811	msg = "Model Error:wrong value entered!!!"
1812	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
1813	#self._undo.Enable(True)
1814	self.save_current_state()
1815	event = PageInfoEvent(page = self)
1816	wx.PostEvent(self.parent, event)
1817	self.state_change= False
1818	#Draw the model for a different range
1819	self._draw_model()
1820
1821	def _on_select_model_helper(self):
1822	"""
1823	call back for model selection
1824	"""
1825	## reset dictionary containing reference to dispersion
1826	self._disp_obj_dict = {}
1827	self.disp_cb_dict ={}
1828
1829	f_id = self.formfactorbox.GetCurrentSelection()
1830	#For MAC
1831	form_factor = None
1832	if f_id >= 0:
1833	form_factor = self.formfactorbox.GetClientData(f_id)
1834
1835	if not form_factor in self.model_list_box["multiplication"]:
1836	self.structurebox.Hide()
1837	self.text2.Hide()
1838	self.structurebox.Disable()
1839	self.structurebox.SetSelection(0)
1840	self.text2.Disable()
1841	else:
1842	self.structurebox.Show()
1843	self.text2.Show()
1844	self.structurebox.Enable()
1845	self.text2.Enable()
1846
1847	if form_factor != None:
1848	# set multifactor for Mutifunctional models
1849	if form_factor().__class__ in self.model_list_box["Multi-Functions"]:
1850	m_id = self.multifactorbox.GetCurrentSelection()
1851	multiplicity = form_factor().multiplicity_info[0]
1852	self.multifactorbox.Clear()
1853	#self.mutifactor_text.SetLabel(form_factor().details[])
1854	self._set_multfactor_combobox(multiplicity)
1855	self._show_multfactor_combobox()
1856	#ToDo: this info should be called directly from the model
1857	text = form_factor().multiplicity_info[1]#'No. of Shells: '
1858
1859	#self.mutifactor_text.Clear()
1860	self.mutifactor_text.SetLabel(text)
1861	if m_id > multiplicity -1:
1862	# default value
1863	m_id = 1
1864
1865	self.multi_factor = self.multifactorbox.GetClientData(m_id)
1866	if self.multi_factor == None: self.multi_factor =0
1867	form_factor = form_factor(int(self.multi_factor))
1868	self.multifactorbox.SetSelection(m_id)
1869	# Check len of the text1 and max_multiplicity
1870	text = ''
1871	if form_factor.multiplicity_info[0] == len(form_factor.multiplicity_info[2]):
1872	text = form_factor.multiplicity_info[2][self.multi_factor]
1873	self.mutifactor_text1.SetLabel(text)
1874	# Check if model has get sld profile.
1875	if len(form_factor.multiplicity_info[3]) > 0:
1876	self.sld_axes = form_factor.multiplicity_info[3]
1877	self.show_sld_button.Show(True)
1878	else:
1879	self.sld_axes = ""
1880
1881	else:
1882	self._hide_multfactor_combobox()
1883	self.show_sld_button.Hide()
1884	form_factor = form_factor()
1885	self.multi_factor = None
1886	else:
1887	self._hide_multfactor_combobox()
1888	self.show_sld_button.Hide()
1889	self.multi_factor = None
1890
1891	s_id = self.structurebox.GetCurrentSelection()
1892	struct_factor = self.structurebox.GetClientData( s_id )
1893
1894	if struct_factor !=None:
1895	from sans.models.MultiplicationModel import MultiplicationModel
1896	self.model= MultiplicationModel(form_factor,struct_factor())
1897
1898	else:
1899	if form_factor != None:
1900	self.model= form_factor
1901	else:
1902	self.model = None
1903	return self.model
1904
1905
1906	## post state to fit panel
1907	self.state.parameters =[]
1908	self.state.model =self.model
1909	self.state.qmin = self.qmin_x
1910	self.state.multi_factor = self.multi_factor
1911	self.disp_list =self.model.getDispParamList()
1912	self.state.disp_list = self.disp_list
1913	self.Layout()
1914
1915	def _validate_qrange(self, qmin_ctrl, qmax_ctrl):
1916	"""
1917	Verify that the Q range controls have valid values
1918	and that Qmin < Qmax.
1919
1920	:param qmin_ctrl: text control for Qmin
1921	:param qmax_ctrl: text control for Qmax
1922
1923	:return: True is the Q range is value, False otherwise
1924
1925	"""
1926	qmin_validity = check_float(qmin_ctrl)
1927	qmax_validity = check_float(qmax_ctrl)
1928	if not (qmin_validity and qmax_validity):
1929	return False
1930	else:
1931	qmin = float(qmin_ctrl.GetValue())
1932	qmax = float(qmax_ctrl.GetValue())
1933	if qmin <= qmax:
1934	#Make sure to set both colours white.
1935	qmin_ctrl.SetBackgroundColour(wx.WHITE)
1936	qmin_ctrl.Refresh()
1937	qmax_ctrl.SetBackgroundColour(wx.WHITE)
1938	qmax_ctrl.Refresh()
1939	else:
1940	qmin_ctrl.SetBackgroundColour("pink")
1941	qmin_ctrl.Refresh()
1942	qmax_ctrl.SetBackgroundColour("pink")
1943	qmax_ctrl.Refresh()
1944	msg= "Invalid Q range: Q min must be smaller than Q max"
1945	wx.PostEvent(self.parent.parent, StatusEvent(status = msg))
1946	return False
1947	return True
1948
1949	def _validate_Npts(self):
1950	"""
1951	Validate the number of points for fitting is more than 10 points.
1952	If valid, setvalues Npts_fit otherwise post msg.
1953	"""
1954	#default flag
1955	flag = True
1956	# Theory
1957	if self.data == None and self.enable2D:
1958	return flag
1959
1960	# q value from qx and qy
1961	radius= numpy.sqrt( self.data.qx_data * self.data.qx_data +
1962	self.data.qy_data * self.data.qy_data )
1963	#get unmasked index
1964	index_data = (float(self.qmin.GetValue()) <= radius) & \
1965	(radius <= float(self.qmax.GetValue()))
1966	index_data = (index_data) & (self.data.mask)
1967	index_data = (index_data) & (numpy.isfinite(self.data.data))
1968
1969	if len(index_data[index_data]) < 10:
1970	# change the color pink.
1971	self.qmin.SetBackgroundColour("pink")
1972	self.qmin.Refresh()
1973	self.qmax.SetBackgroundColour("pink")
1974	self.qmax.Refresh()
1975	msg= "Cannot Plot :No or too little npts in that data range!!! "
1976	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
1977	self.fitrange = False
1978	flag = False
1979	else:
1980	self.Npts_fit.SetValue(str(len(self.data.mask[index_data==True])))
1981	self.fitrange = True
1982
1983	return flag
1984
1985	def _check_value_enter(self, list, modified):
1986	"""
1987	:param list: model parameter and panel info
1988	:Note: each item of the list should be as follow:
1989	item=[check button state, parameter's name,
1990	paramater's value, string="+/-",
1991	parameter's error of fit,
1992	parameter's minimum value,
1993	parrameter's maximum value ,
1994	parameter's units]
1995	"""
1996	is_modified = modified
1997	if len(list)==0:
1998	return is_modified
1999	for item in list:
2000	#skip angle parameters for 1D
2001	if not self.enable2D:#self.data.__class__.__name__ !="Data2D":
2002	if item in self.orientation_params:
2003	continue
2004	#try:
2005	name = str(item[1])
2006
2007	if string.find(name,".npts") ==-1 and \
2008	string.find(name,".nsigmas")==-1:
2009	## check model parameters range
2010	param_min= None
2011	param_max= None
2012
2013	## check minimun value
2014	if item[5]!= None and item[5]!= "":
2015	if item[5].GetValue().lstrip().rstrip()!="":
2016	try:
2017
2018	param_min = float(item[5].GetValue())
2019	if not self._validate_qrange(item[5],item[2]):
2020	if numpy.isfinite(param_min):
2021	item[2].SetValue(format_number(param_min))
2022
2023	item[5].SetBackgroundColour(wx.WHITE)
2024	item[2].SetBackgroundColour(wx.WHITE)
2025
2026	except:
2027	msg = "Wrong Fit parameter range entered "
2028	wx.PostEvent(self.parent.parent,
2029	StatusEvent(status = msg))
2030	raise ValueError, msg
2031	is_modified = True
2032	## check maximum value
2033	if item[6]!= None and item[6]!= "":
2034	if item[6].GetValue().lstrip().rstrip()!="":
2035	try:
2036	param_max = float(item[6].GetValue())
2037	if not self._validate_qrange(item[2],item[6]):
2038	if numpy.isfinite(param_max):
2039	item[2].SetValue(format_number(param_max))
2040
2041	item[6].SetBackgroundColour(wx.WHITE)
2042	item[2].SetBackgroundColour(wx.WHITE)
2043	except:
2044	msg = "Wrong Fit parameter range entered "
2045	wx.PostEvent(self.parent.parent,
2046	StatusEvent(status = msg))
2047	raise ValueError, msg
2048	is_modified = True
2049
2050
2051	if param_min != None and param_max !=None:
2052	if not self._validate_qrange(item[5], item[6]):
2053	msg= "Wrong Fit range entered for parameter "
2054	msg+= "name %s of model %s "%(name, self.model.name)
2055	wx.PostEvent(self.parent.parent,
2056	StatusEvent(status = msg))
2057
2058	if name in self.model.details.keys():
2059	self.model.details[name][1:3] = param_min, param_max
2060	is_modified = True
2061
2062	else:
2063	self.model.details [name] = ["", param_min, param_max]
2064	is_modified = True
2065	try:
2066	# Check if the textctr is enabled
2067	if item[2].IsEnabled():
2068	value= float(item[2].GetValue())
2069	item[2].SetBackgroundColour("white")
2070	# If the value of the parameter has changed,
2071	# +update the model and set the is_modified flag
2072	if value != self.model.getParam(name) and \
2073	numpy.isfinite(value):
2074	self.model.setParam(name, value)
2075
2076	except:
2077	item[2].SetBackgroundColour("pink")
2078	msg = "Wrong Fit parameter value entered "
2079	wx.PostEvent(self.parent.parent, StatusEvent(status = msg))
2080
2081	return is_modified
2082
2083
2084	def _set_dipers_Param(self, event):
2085	"""
2086	respond to self.enable_disp and self.disable_disp radio box.
2087	The dispersity object is reset inside the model into Gaussian.
2088	When the user select yes , this method display a combo box for more selection
2089	when the user selects No,the combo box disappears.
2090	Redraw the model with the default dispersity (Gaussian)
2091	"""
2092	#if self.check_invalid_panel():
2093	# return
2094	## On selction if no model exists.
2095	if self.model ==None:
2096	self.disable_disp.SetValue(True)
2097	msg="Please select a Model first..."
2098	wx.MessageBox(msg, 'Info')
2099	wx.PostEvent(self._manager.parent, StatusEvent(status=\
2100	"Polydispersion: %s"%msg))
2101	return
2102
2103	self._reset_dispersity()
2104
2105	if self.model ==None:
2106	self.model_disp.Hide()
2107	self.sizer4_4.Clear(True)
2108	return
2109
2110	if self.enable_disp.GetValue():
2111	## layout for model containing no dispersity parameters
2112
2113	self.disp_list= self.model.getDispParamList()
2114
2115	if len(self.disp_list)==0 and len(self.disp_cb_dict)==0:
2116	self._layout_sizer_noDipers()
2117	else:
2118	## set gaussian sizer
2119	self._on_select_Disp(event=None)
2120	else:
2121	self.sizer4_4.Clear(True)
2122
2123	## post state to fit panel
2124	self.save_current_state()
2125	if event !=None:
2126	#self._undo.Enable(True)
2127	event = PageInfoEvent(page = self)
2128	wx.PostEvent(self.parent, event)
2129	#draw the model with the current dispersity
2130	self._draw_model()
2131	self.sizer4_4.Layout()
2132	self.sizer5.Layout()
2133	self.Layout()
2134	self.Refresh()
2135
2136
2137	def _layout_sizer_noDipers(self):
2138	"""
2139	Draw a sizer with no dispersity info
2140	"""
2141	ix=0
2142	iy=1
2143	self.fittable_param=[]
2144	self.fixed_param=[]
2145	self.orientation_params_disp=[]
2146
2147	self.sizer4_4.Clear(True)
2148	text = "No polydispersity available for this model"
2149	text = "No polydispersity available for this model"
2150	model_disp = wx.StaticText(self, -1, text)
2151	self.sizer4_4.Add(model_disp,( iy, ix),(1,1),
2152	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 10)
2153	self.sizer4_4.Layout()
2154	self.sizer4.Layout()
2155
2156	def _reset_dispersity(self):
2157	"""
2158	put gaussian dispersity into current model
2159	"""
2160	if len(self.param_toFit)>0:
2161	for item in self.fittable_param:
2162	if item in self.param_toFit:
2163	self.param_toFit.remove(item)
2164
2165	for item in self.orientation_params_disp:
2166	if item in self.param_toFit:
2167	self.param_toFit.remove(item)
2168
2169	self.fittable_param=[]
2170	self.fixed_param=[]
2171	self.orientation_params_disp=[]
2172	self.values={}
2173	self.weights={}
2174
2175	from sans.models.dispersion_models import GaussianDispersion, ArrayDispersion
2176	if len(self.disp_cb_dict)==0:
2177	self.save_current_state()
2178	self.sizer4_4.Clear(True)
2179	self.Layout()
2180
2181	return
2182	if (len(self.disp_cb_dict)>0) :
2183	for p in self.disp_cb_dict:
2184	# The parameter was un-selected. Go back to Gaussian model (with 0 pts)
2185	disp_model = GaussianDispersion()
2186
2187	self._disp_obj_dict[p] = disp_model
2188	# Set the new model as the dispersion object for the selected parameter
2189	try:
2190	self.model.set_dispersion(p, disp_model)
2191	except:
2192
2193	pass
2194
2195	## save state into
2196	self.save_current_state()
2197	self.Layout()
2198	self.Refresh()
2199
2200	def _on_select_Disp(self,event):
2201	"""
2202	allow selecting different dispersion
2203	self.disp_list should change type later .now only gaussian
2204	"""
2205	self._set_sizer_dispersion()
2206
2207	## Redraw the model
2208	self._draw_model()
2209	#self._undo.Enable(True)
2210	event = PageInfoEvent(page = self)
2211	wx.PostEvent(self.parent, event)
2212
2213	self.sizer4_4.Layout()
2214	self.sizer4.Layout()
2215	self.SetupScrolling()
2216
2217	def _on_disp_func(self, event=None):
2218	"""
2219	Select a distribution function for the polydispersion
2220
2221	:Param event: ComboBox event
2222	"""
2223	# get ready for new event
2224	if event != None:
2225	event.Skip()
2226	# Get event object
2227	disp_box = event.GetEventObject()
2228
2229	# Try to select a Distr. function
2230	try:
2231	disp_box.SetBackgroundColour("white")
2232	selection = disp_box.GetCurrentSelection()
2233	param_name = disp_box.Name.split('.')[0]
2234	disp_name = disp_box.GetValue()
2235	dispersity= disp_box.GetClientData(selection)
2236
2237	#disp_model = GaussianDispersion()
2238	disp_model = dispersity()
2239	# Get param names to reset the values of the param
2240	name1 = param_name + ".width"
2241	name2 = param_name + ".npts"
2242	name3 = param_name + ".nsigmas"
2243	# Check Disp. function whether or not it is 'array'
2244	if disp_name.lower() == "array":
2245	value2= ""
2246	value3= ""
2247	value1 = self._set_array_disp(name=name1, disp=disp_model)
2248	else:
2249	self._del_array_values(name1)
2250	#self._reset_array_disp(param_name)
2251	self._disp_obj_dict[name1] = disp_model
2252	self.model.set_dispersion(param_name, disp_model)
2253	self.state._disp_obj_dict[name1]= disp_model
2254
2255	value1= str(format_number(self.model.getParam(name1), True))
2256	value2= str(format_number(self.model.getParam(name2)))
2257	value3= str(format_number(self.model.getParam(name3)))
2258	# Reset fittable polydispersin parameter value
2259	for item in self.fittable_param:
2260	if item[1] == name1:
2261	item[2].SetValue(value1)
2262	item[5].SetValue("")
2263	item[6].SetValue("")
2264	# Disable for array
2265	if disp_name.lower() == "array":
2266	item[0].SetValue(False)
2267	item[0].Disable()
2268	item[2].Disable()
2269	item[5].Disable()
2270	item[6].Disable()
2271	else:
2272	item[0].Enable()
2273	item[2].Enable()
2274	item[5].Enable()
2275	item[6].Enable()
2276	break
2277	# Reset fixed polydispersion params
2278	for item in self.fixed_param:
2279	if item[1] == name2:
2280	item[2].SetValue(value2)
2281	# Disable Npts for array
2282	if disp_name.lower() == "array":
2283	item[2].Disable()
2284	else:
2285	item[2].Enable()
2286	if item[1] == name3:
2287	item[2].SetValue(value3)
2288	# Disable Nsigs for array
2289	if disp_name.lower() == "array":
2290	item[2].Disable()
2291	else:
2292	item[2].Enable()
2293
2294	# Make sure the check box updated when all checked
2295	if self.cb1.GetValue():
2296	self.select_all_param(None)
2297
2298	# update params
2299	self._update_paramv_on_fit()
2300	# draw
2301	self._draw_model()
2302	self.Refresh()
2303	except:
2304	# Error msg
2305	msg = "Error occurred:"
2306	msg += " Could not select the distribution function..."
2307	msg += " Please select another distribution function."
2308	disp_box.SetBackgroundColour("pink")
2309	# Focus on Fit button so that users can see the pinky box
2310	self.btFit.SetFocus()
2311	wx.PostEvent(self.parent.parent,
2312	StatusEvent(status=msg, info="error"))
2313
2314
2315	def _set_array_disp(self, name=None, disp=None):
2316	"""
2317	Set array dispersion
2318
2319	:param name: name of the parameter for the dispersion to be set
2320	:param disp: the polydisperion object
2321	"""
2322	# The user wants this parameter to be averaged.
2323	# Pop up the file selection dialog.
2324	path = self._selectDlg()
2325	# Array data
2326	values = []
2327	weights = []
2328	# If nothing was selected, just return
2329	if path is None:
2330	self.disp_cb_dict[name].SetValue(False)
2331	#self.noDisper_rbox.SetValue(True)
2332	return
2333	self._default_save_location = os.path.dirname(path)
2334
2335	basename = os.path.basename(path)
2336	values,weights = self.read_file(path)
2337
2338	# If any of the two arrays is empty, notify the user that we won't
2339	# proceed
2340	if len(self.param_toFit)>0:
2341	if name in self.param_toFit:
2342	self.param_toFit.remove(name)
2343
2344	# Tell the user that we are about to apply the distribution
2345	msg = "Applying loaded %s distribution: %s" % (name, path)
2346	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
2347
2348	disp.set_weights(values, weights)
2349	self._disp_obj_dict[name] = disp
2350	self.model.set_dispersion(name.split('.')[0], disp)
2351	self.state._disp_obj_dict[name]= disp
2352	self.values[name] = values
2353	self.weights[name] = weights
2354	# Store the object to make it persist outside the
2355	# scope of this method
2356	#TODO: refactor model to clean this up?
2357	self.state.values = {}
2358	self.state.weights = {}
2359	self.state.values = copy.deepcopy(self.values)
2360	self.state.weights = copy.deepcopy(self.weights)
2361
2362	# Set the new model as the dispersion object for the
2363	#selected parameter
2364	#self.model.set_dispersion(p, disp_model)
2365	# Store a reference to the weights in the model object
2366	#so that
2367	# it's not lost when we use the model within another thread.
2368	#TODO: total hack - fix this
2369	self.state.model= self.model.clone()
2370	self.model._persistency_dict[name.split('.')[0]] = \
2371	[values, weights]
2372	self.state.model._persistency_dict[name.split('.')[0]] = \
2373	[values,weights]
2374	return basename
2375
2376	def _del_array_values(self, name=None):
2377	"""
2378	Reset array dispersion
2379
2380	:param name: name of the parameter for the dispersion to be set
2381	"""
2382	# Try to delete values and weight of the names array dic if exists
2383	try:
2384	del self.values[name]
2385	del self.weights[name]
2386	# delete all other dic
2387	del self.state.values[name]
2388	del self.state.weights[name]
2389	del self.model._persistency_dict[name.split('.')[0]]
2390	del self.state.model._persistency_dict[name.split('.')[0]]
2391	except:
2392	pass
2393
2394	def _lay_out(self):
2395	"""
2396	returns self.Layout
2397
2398	:Note: Mac seems to like this better when self.
2399	Layout is called after fitting.
2400	"""
2401	self._sleep4sec()
2402	self.Layout()
2403	return
2404
2405	def _sleep4sec(self):
2406	"""
2407	sleep for 1 sec only applied on Mac
2408	Note: This 1sec helps for Mac not to crash on self.:ayout after self._draw_model
2409	"""
2410	if ON_MAC == True:
2411	time.sleep(1)
2412
2413	def _find_polyfunc_selection(self, disp_func = None):
2414	"""
2415	FInd Comboox selection from disp_func
2416
2417	:param disp_function: dispersion distr. function
2418	"""
2419	# List of the poly_model name in the combobox
2420	list = ["RectangleDispersion", "ArrayDispersion",
2421	"LogNormalDispersion", "GaussianDispersion",
2422	"SchulzDispersion"]
2423
2424	# Find the selection
2425	try:
2426	selection = list.index(disp_func.__class__.__name__)
2427	return selection
2428	except:
2429	return 3
2430
2431	def on_reset_clicked(self,event):
2432	"""
2433	On 'Reset' button for Q range clicked
2434	"""
2435	flag = True
2436	#if self.check_invalid_panel():
2437	# return
2438	##For 3 different cases: Data2D, Data1D, and theory
2439	if self.model == None:
2440	msg="Please select a model first..."
2441	wx.MessageBox(msg, 'Info')
2442	flag = False
2443	return
2444
2445	elif self.data.__class__.__name__ == "Data2D":
2446	data_min= 0
2447	x= max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
2448	y= max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
2449	self.qmin_x = data_min
2450	self.qmax_x = math.sqrt(xx + yy)
2451	# check smearing
2452	if not self.disable_smearer.GetValue():
2453	temp_smearer= self.current_smearer
2454	## set smearing value whether or not the data contain the smearing info
2455	if self.pinhole_smearer.GetValue():
2456	flag = self.update_pinhole_smear()
2457	else:
2458	flag = True
2459
2460	elif self.data == None:
2461	self.qmin_x = _QMIN_DEFAULT
2462	self.qmax_x = _QMAX_DEFAULT
2463	self.num_points = _NPTS_DEFAULT
2464	self.state.npts = self.num_points
2465
2466	elif self.data.__class__.__name__ != "Data2D":
2467	self.qmin_x = min(self.data.x)
2468	self.qmax_x = max(self.data.x)
2469	# check smearing
2470	if not self.disable_smearer.GetValue():
2471	temp_smearer= self.current_smearer
2472	## set smearing value whether or not the data contain the smearing info
2473	if self.slit_smearer.GetValue():
2474	flag = self.update_slit_smear()
2475	elif self.pinhole_smearer.GetValue():
2476	flag = self.update_pinhole_smear()
2477	else:
2478	flag = True
2479	else:
2480	flag = False
2481
2482	if flag == False:
2483	msg= "Cannot Plot :Must enter a number!!! "
2484	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
2485	else:
2486	# set relative text ctrs.
2487	self.qmin.SetValue(str(self.qmin_x))
2488	self.qmax.SetValue(str(self.qmax_x))
2489	self.set_npts2fit()
2490	# At this point, some button and variables satatus (disabled?) should be checked
2491	# such as color that should be reset to white in case that it was pink.
2492	self._onparamEnter_helper()
2493
2494	self.save_current_state()
2495	self.state.qmin = self.qmin_x
2496	self.state.qmax = self.qmax_x
2497
2498	#reset the q range values
2499	self._reset_plotting_range(self.state)
2500	#self.compute_chisqr(smearer=self.current_smearer)
2501	#Re draw plot
2502	self._draw_model()
2503
2504	def get_images(self):
2505	"""
2506	Get the images of the plots corresponding this panel for report
2507
2508	: return graphs: list of figures
2509	: TODO: Move to guiframe
2510	"""
2511	# set list of graphs
2512	graphs = []
2513	canvases = []
2514	# call gui_manager
2515	gui_manager = self.parent.parent
2516	# loops through the panels [dic]
2517	for item1, item2 in gui_manager.panels.iteritems():
2518	data_title = self.data.group_id
2519	data_name = str(self.data.name).split(" [")[0]
2520	# try to get all plots belonging to this control panel
2521	try:
2522	title = ''
2523	# check titles (main plot)
2524	if hasattr(item2,"data2D"):
2525	title = item2.data2D.title
2526	# and data_names (model plot[2D], and residuals)
2527	if item2.group_id == data_title or \
2528	title.count(data_name) or \
2529	item2.window_name.count(data_name) or \
2530	item2.window_caption.count(data_name):
2531	#panel = gui_manager._mgr.GetPane(item2.window_name)
2532	# append to the list
2533	graphs.append(item2.figure)
2534	canvases.append(item2.canvas)
2535	except:
2536	# Not for control panels
2537	pass
2538	# return the list of graphs
2539	return graphs, canvases
2540
2541	def on_model_help_clicked(self,event):
2542	"""
2543	on 'More details' button
2544	"""
2545	from help_panel import HelpWindow
2546	import sans.models as models
2547
2548	# Get models help model_function path
2549	path = models.get_data_path(media='media')
2550	model_path = os.path.join(path,"model_functions.html")
2551	if self.model == None:
2552	name = 'FuncHelp'
2553	else:
2554	name = self.formfactorbox.GetValue()
2555	#name = self.model.__class__.__name__
2556	frame = HelpWindow(None, -1, pageToOpen=model_path)
2557	frame.Show(True)
2558	if frame.rhelp.HasAnchor(name):
2559	frame.rhelp.ScrollToAnchor(name)
2560	else:
2561	msg= "Model does not contains an available description "
2562	msg +="Please try searching in the Help window"
2563	wx.PostEvent(self.parent.parent, StatusEvent(status = msg ))
2564
2565	def on_pd_help_clicked(self, event):
2566	"""
2567	Button event for PD help
2568	"""
2569	from help_panel import HelpWindow
2570	import sans.models as models
2571
2572	# Get models help model_function path
2573	path = models.get_data_path(media='media')
2574	pd_path = os.path.join(path,"pd_help.html")
2575
2576	frame = HelpWindow(None, -1, pageToOpen=pd_path)
2577	frame.Show(True)
2578
2579	def on_left_down(self, event):
2580	"""
2581	Get key stroke event
2582	"""
2583	# Figuring out key combo: Cmd for copy, Alt for paste
2584	if event.CmdDown() and event.ShiftDown():
2585	flag = self.get_paste()
2586	elif event.CmdDown():
2587	flag = self.get_copy()
2588	else:
2589	event.Skip()
2590	return
2591	# make event free
2592	event.Skip()
2593	# messages depending on the flag
2594	if flag == None:
2595	msg = " Parameter values are copied to the clipboard..."
2596	infor = 'warning'
2597	elif flag:
2598	msg = " Parameter values are pasted from the clipboad..."
2599	infor = "warning"
2600	else:
2601	msg = "Error was occured during pasting the parameter values "
2602	msg += "from the clipboard..."
2603	infor = "error"
2604	# inform msg to wx
2605	wx.PostEvent( self.parent.parent,
2606	StatusEvent(status= msg, info=infor))
2607
2608
2609	def get_copy(self):
2610	"""
2611	Get the string copies of the param names and values in the tap
2612	"""
2613	content = 'sansview_parameter_values:'
2614	# Do it if params exist
2615	if self.parameters !=[]:
2616
2617	# go through the parameters
2618	string = self._get_copy_helper(self.parameters,
2619	self.orientation_params)
2620	content += string
2621
2622	# go through the fittables
2623	string = self._get_copy_helper(self.fittable_param,
2624	self.orientation_params_disp)
2625	content += string
2626
2627	# go through the fixed params
2628	string = self._get_copy_helper(self.fixed_param,
2629	self.orientation_params_disp)
2630	content += string
2631
2632	# go through the str params
2633	string = self._get_copy_helper(self.str_parameters,
2634	self.orientation_params)
2635	content += string
2636
2637	if wx.TheClipboard.Open():
2638	wx.TheClipboard.SetData(wx.TextDataObject(str(content)))
2639	data = wx.TextDataObject()
2640	success = wx.TheClipboard.GetData(data)
2641	text = data.GetText()
2642	wx.TheClipboard.Close()
2643
2644	return None
2645
2646	def _get_copy_helper(self, param, orient_param):
2647	"""
2648	Helping get value and name of the params
2649
2650	: param param: parameters
2651	: param orient_param = oritational params
2652	: return content: strings [list] [name,value:....]
2653	"""
2654	content = ''
2655	# go through the str params
2656	for item in param:
2657	# 2D
2658	if self.data.__class__.__name__== "Data2D":
2659	name = item[1]
2660	value = item[2].GetValue()
2661	# 1D
2662	else:
2663	## for 1D all parameters except orientation
2664	if not item[1] in orient_param:
2665	name = item[1]
2666	value = item[2].GetValue()
2667	# add to the content
2668	content += name + ',' + value + ':'
2669
2670	return content
2671
2672	def get_paste(self):
2673	"""
2674	Get the string copies of the param names and values in the tap
2675	"""
2676	context = {}
2677	text = ""
2678
2679	# Get text from the clip board
2680	if wx.TheClipboard.Open():
2681	if wx.TheClipboard.IsSupported(wx.DataFormat(wx.DF_TEXT)):
2682	data = wx.TextDataObject()
2683	# get wx dataobject
2684	success = wx.TheClipboard.GetData(data)
2685	# get text
2686	text = data.GetText()
2687	# close clipboard
2688	wx.TheClipboard.Close()
2689
2690	# put the text into dictionary
2691	lines = text.split(':')
2692	if lines[0] != 'sansview_parameter_values':
2693	return False
2694	for line in lines[1:-1]:
2695	if len(line) != 0:
2696	item =line.split(',')
2697	name = item[0]
2698	value = item[1]
2699	# Transfer the text to content[dictionary]
2700	context[name] = value
2701
2702	# Do it if params exist
2703	if self.parameters != []:
2704	# go through the parameters
2705	self._get_paste_helper(self.parameters,
2706	self.orientation_params, context)
2707
2708	# go through the fittables
2709	self._get_paste_helper(self.fittable_param,
2710	self.orientation_params_disp, context)
2711
2712	# go through the fixed params
2713	self._get_paste_helper(self.fixed_param,
2714	self.orientation_params_disp, context)
2715
2716	# go through the str params
2717	self._get_paste_helper(self.str_parameters,
2718	self.orientation_params, context)
2719
2720	return True
2721
2722	def _get_paste_helper(self, param, orient_param, content):
2723	"""
2724	Helping set values of the params
2725
2726	: param param: parameters
2727	: param orient_param: oritational params
2728	: param content: dictionary [ name, value: name1.value1,...]
2729	"""
2730	# go through the str params
2731	for item in param:
2732	# 2D
2733	if self.data.__class__.__name__== "Data2D":
2734	name = item[1]
2735	if name in content.keys():
2736	item[2].SetValue(content[name])
2737	# 1D
2738	else:
2739	## for 1D all parameters except orientation
2740	if not item[1] in orient_param:
2741	name = item[1]
2742	if name in content.keys():
2743	# Avoid changing combox content which needs special care
2744	if item[2].__class__.__name__ != "ComboBox":
2745	item[2].SetValue(content[name])
2746
2747

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SasView

source: sasview/sansview/perspectives/fitting/basepage.py @ 6d8053c

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