basepage.py @ 9087214

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-4.2.2ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since 9087214 was 9087214, checked in by jhbakker, 8 years ago
Merge branch 'master' into Jurrian1D, fingers crossed!
Property mode set to `100644`
File size: 142.8 KB

Line
1	"""
2	Base Page for fitting
3	"""
4	import sys
5	import os
6	import wx
7	import numpy
8	import time
9	import copy
10	import math
11	import json
12	import logging
13	import traceback
14
15	from collections import defaultdict
16	from wx.lib.scrolledpanel import ScrolledPanel
17
18	from sasmodels.weights import MODELS as POLYDISPERSITY_MODELS
19
20	from sas.sasgui.guiframe.panel_base import PanelBase
21	from sas.sasgui.guiframe.utils import format_number, check_float, IdList, check_int
22	from sas.sasgui.guiframe.events import PanelOnFocusEvent
23	from sas.sasgui.guiframe.events import StatusEvent
24	from sas.sasgui.guiframe.events import AppendBookmarkEvent
25	from sas.sasgui.guiframe.dataFitting import Data2D
26	from sas.sasgui.guiframe.dataFitting import Data1D
27	from sas.sasgui.guiframe.dataFitting import check_data_validity
28	from sas.sasgui.guiframe.gui_style import GUIFRAME_ID
29	from sas.sascalc.dataloader.data_info import Detector
30	from sas.sascalc.dataloader.data_info import Source
31	from sas.sasgui.perspectives.fitting.pagestate import PageState
32	from sas.sasgui.guiframe.CategoryInstaller import CategoryInstaller
33	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
34
35
36	(PageInfoEvent, EVT_PAGE_INFO) = wx.lib.newevent.NewEvent()
37	(PreviousStateEvent, EVT_PREVIOUS_STATE) = wx.lib.newevent.NewEvent()
38	(NextStateEvent, EVT_NEXT_STATE) = wx.lib.newevent.NewEvent()
39
40	_BOX_WIDTH = 76
41	_QMIN_DEFAULT = 0.0005
42	_QMAX_DEFAULT = 0.5
43	_NPTS_DEFAULT = 50
44	#Control panel width
45	if sys.platform.count("win32") > 0:
46	PANEL_WIDTH = 450
47	FONT_VARIANT = 0
48	ON_MAC = False
49	else:
50	PANEL_WIDTH = 500
51	FONT_VARIANT = 1
52	ON_MAC = True
53
54
55	class BasicPage(ScrolledPanel, PanelBase):
56	"""
57	This class provide general structure of fitpanel page
58	"""
59	## Internal name for the AUI manager
60	window_name = "Fit Page"
61	## Title to appear on top of the window
62	window_caption = "Fit Page "
63
64	# These two buttons have specific IDs since they seem to be created more
65	# frequently than they need to. In particular, set_dispers_sizer() is
66	# called by _on_select_model
67	ID_BOOKMARK = wx.NewId()
68	ID_DISPERSER_HELP = wx.NewId()
69	_id_pool = IdList()
70
71	def __init__(self, parent, color='blue', **kwargs):
72	"""
73	"""
74	ScrolledPanel.__init__(self, parent, **kwargs)
75	PanelBase.__init__(self, parent)
76	self.SetupScrolling()
77	#Set window's font size
78	self.SetWindowVariant(variant=FONT_VARIANT)
79	self.SetBackgroundColour(color)
80
81	self._ids = iter(self._id_pool)
82	## parent of the page
83	self.parent = parent
84	## manager is the fitting plugin
85	## owner of the page (fitting plugin)
86	self.event_owner = None
87	## current model
88	self.model = None
89	self.m_name = None
90	self.index_model = None
91	self.panel = None
92	## data
93	self.data = None
94	#list of available data
95	self.data_list = []
96	self.mask = None
97	self.uid = wx.NewId()
98	self.graph_id = None
99	#Q range for data set
100	self.qmin_data_set = numpy.inf
101	self.qmax_data_set = None
102	self.npts_data_set = 0
103	## Q range
104	self.qmin = None
105	self.qmax = None
106	self.qmax_x = _QMAX_DEFAULT
107	self.qmin_x = _QMIN_DEFAULT
108	self.npts_x = _NPTS_DEFAULT
109	## total number of point: float
110	self.npts = None
111	self.num_points = None
112	## smear default
113	self.current_smearer = None
114	## 2D smear accuracy default
115	self.smear2d_accuracy = 'Low'
116	## slit smear:
117	self.dxl = None
118	self.dxw = None
119	## pinhole smear
120	self.dx_min = None
121	self.dx_max = None
122	##semar attrbs
123	self.enable_smearer = None
124	self.disable_smearer = None
125	self.pinhole_smearer = None
126	self.slit_smearer = None
127	##weigth attrbs
128	self.dI_noweight = None
129	self.dI_didata = None
130	self.dI_sqrdata = None
131	self.dI_idata = None
132	##other attrbs
133	self.dq_l = None
134	self.dq_r = None
135	self.tcChi = None
136	self.disp_box = None
137	self.model_disp = None
138	self.Npts_fit = None
139	self.Npts_total = None
140	self.theory_qmin = None
141	self.theory_qmax = None
142	self.theory_qmin_x = None
143	self.theory_qmax_x = None
144	self.cb1 = None
145	self.btEditMask = None
146	self.btFit = None
147	self.sld_axes = None
148	self.multi_factor = None
149
150	self.disp_cb_dict = {}
151
152	#self.state = PageState(parent=parent)
153	## dictionary containing list of models
154	self.model_list_box = {}
155
156	## Data member to store the dispersion object created
157	self._disp_obj_dict = {}
158	## selected parameters to apply dispersion
159	self.disp_cb_dict = {}
160	## smearer object
161	self.enable2D = False
162	self._has_magnetic = False
163	self.magnetic_on = False
164	self.is_mac = ON_MAC
165	self.formfactorbox = None
166	self.structurebox = None
167	self.categorybox = None
168	##list of model parameters. each item must have same length
169	## each item related to a given parameters
170	##[cb state, name, value, "+/-", error of fit, min, max , units]
171	self.parameters = []
172	# non-fittable parameter whose value is astring
173	self.str_parameters = []
174	## list of parameters to fit , must be like self.parameters
175	self.param_toFit = []
176	## list of looking like parameters but with non fittable parameters info
177	self.fixed_param = []
178	## list of looking like parameters but with fittable parameters info
179	self.fittable_param = []
180	##list of dispersion parameters
181	self.disp_list = []
182	self.disp_name = ""
183
184	## list of orientation parameters
185	self.orientation_params = []
186	self.orientation_params_disp = []
187	# Self.model should ALWAYS be None here. It was set to none above in
188	# this long init setting. no obvious function call in between setting
189	# and this - commenting out on 4/8/2014 by PDB. Remove once clear
190	# it is pointless.
191	# if self.model != None:
192	# self.disp_list = self.model.getDispParamList()
193	self.temp_multi_functional = False
194	##enable model 2D draw
195	self.enable2D = False
196	## check that the fit range is correct to plot the model again
197	self.fitrange = True
198	## Create memento to save the current state
199	self.state = PageState(parent=self.parent,
200	model=self.model, data=self.data)
201	## flag to determine if state has change
202	self.state_change = False
203	## save customized array
204	self.values = {} # type: Dict[str, List[float, ...]]
205	self.weights = {} # type: Dict[str, List[float, ...]]
206	## retrieve saved state
207	self.number_saved_state = 0
208	## dictionary of saved state
209	self.saved_states = {}
210	## Create context menu for page
211	self.popUpMenu = wx.Menu()
212
213	wx_id = self._ids.next()
214	self._keep = wx.MenuItem(self.popUpMenu, wx_id, "Add bookmark",
215	" Keep the panel status to recall it later")
216	self.popUpMenu.AppendItem(self._keep)
217	self._keep.Enable(False)
218	self._set_bookmark_flag(False)
219	self._set_save_flag(False)
220	wx.EVT_MENU(self, wx_id, self.on_bookmark)
221	self.popUpMenu.AppendSeparator()
222
223	## Default locations
224	self._default_save_location = os.getcwd()
225	## save initial state on context menu
226	#self.onSave(event=None)
227	self.Bind(wx.EVT_CONTEXT_MENU, self.onContextMenu)
228
229	# bind key event
230	self.Bind(wx.EVT_LEFT_DOWN, self.on_left_down)
231
232	## create the basic structure of the panel with empty sizer
233	self.define_page_structure()
234	## drawing Initial dispersion parameters sizer
235	self.set_dispers_sizer()
236
237	## layout
238	self.set_layout()
239
240	def set_index_model(self, index):
241	"""
242	Index related to this page
243	"""
244	self.index_model = index
245
246	def create_default_data(self):
247	"""
248	Given the user selection, creates a 1D or 2D data
249	Only when the page is on theory mode.
250	"""
251	if not hasattr(self, "model_view"):
252	return
253	toggle_mode_on = self.model_view.IsEnabled()
254	if toggle_mode_on:
255	if self.enable2D and not check_data_validity(self.data):
256	self._create_default_2d_data()
257	else:
258	if self.pointsbox.GetValue():
259	self._create_log_1d_data()
260	else:
261	self._create_default_1d_data()
262
263	if self.model != None:
264	if not self.data.is_data:
265	self._manager.page_finder[self.uid].set_fit_data(data=\
266	[self.data])
267	self.on_smear_helper(update=True)
268	self.state.enable_smearer = self.enable_smearer.GetValue()
269	self.state.disable_smearer = self.disable_smearer.GetValue()
270	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
271	self.state.slit_smearer = self.slit_smearer.GetValue()
272
273	def _create_default_1d_data(self):
274	"""
275	Create default data for fitting perspective
276	Only when the page is on theory mode.
277	:warning: This data is never plotted.
278
279	"""
280	x = numpy.linspace(start=self.qmin_x, stop=self.qmax_x,
281	num=self.npts_x, endpoint=True)
282	self.data = Data1D(x=x)
283	#self.data.xaxis('\\rm{Q}', "A^{-1}")
284	self.data.xaxis('\\rm{X}', "")
285	#self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
286	self.data.yaxis('\\rm{Y}', "")
287	self.data.is_data = False
288	self.data.id = str(self.uid) + " data"
289	self.data.group_id = str(self.uid) + " Model1D"
290
291	def _create_log_1d_data(self):
292	"""
293	Create log-spaced data for fitting perspective
294	Only when the page is on theory mode.
295	:warning: This data is never plotted.
296
297	"""
298	if self.qmin_x >= 1.e-10:
299	qmin = numpy.log10(self.qmin_x)
300	else:
301	qmin = -10.
302
303	if self.qmax_x <= 1.e10:
304	qmax = numpy.log10(self.qmax_x)
305	else:
306	qmax = 10.
307
308	x = numpy.logspace(start=qmin, stop=qmax,
309	num=self.npts_x, endpoint=True, base=10.0)
310	self.data = Data1D(x=x)
311	#self.data.xaxis('\\rm{Q}', "A^{-1}")
312	#self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
313	self.data.xaxis('\\rm{X}', "")
314	self.data.yaxis('\\rm{Y}', "")
315	self.data.is_data = False
316	self.data.id = str(self.uid) + " data"
317	self.data.group_id = str(self.uid) + " Model1D"
318
319	def _create_default_2d_data(self):
320	"""
321	Create 2D data by default
322	Only when the page is on theory mode.
323	:warning: This data is never plotted.
324	"""
325	self.data = Data2D()
326	qmax = self.qmax_x / math.sqrt(2)
327	self.data.xaxis('\\rm{Q_{x}}', 'A^{-1}')
328	self.data.yaxis('\\rm{Q_{y}}', 'A^{-1}')
329	self.data.is_data = False
330	self.data.id = str(self.uid) + " data"
331	self.data.group_id = str(self.uid) + " Model2D"
332	## Default values
333	self.data.detector.append(Detector())
334	index = len(self.data.detector) - 1
335	self.data.detector[index].distance = 8000 # mm
336	self.data.source.wavelength = 6 # A
337	self.data.detector[index].pixel_size.x = 5 # mm
338	self.data.detector[index].pixel_size.y = 5 # mm
339	self.data.detector[index].beam_center.x = qmax
340	self.data.detector[index].beam_center.y = qmax
341	xmax = qmax
342	xmin = -qmax
343	ymax = qmax
344	ymin = -qmax
345	qstep = self.npts_x
346
347	x = numpy.linspace(start=xmin, stop=xmax, num=qstep, endpoint=True)
348	y = numpy.linspace(start=ymin, stop=ymax, num=qstep, endpoint=True)
349	## use data info instead
350	new_x = numpy.tile(x, (len(y), 1))
351	new_y = numpy.tile(y, (len(x), 1))
352	new_y = new_y.swapaxes(0, 1)
353	# all data reuire now in 1d array
354	qx_data = new_x.flatten()
355	qy_data = new_y.flatten()
356	q_data = numpy.sqrt(qx_data * qx_data + qy_data * qy_data)
357	# set all True (standing for unmasked) as default
358	mask = numpy.ones(len(qx_data), dtype=bool)
359	# store x and y bin centers in q space
360	x_bins = x
361	y_bins = y
362
363	self.data.source = Source()
364	self.data.data = numpy.ones(len(mask))
365	self.data.err_data = numpy.ones(len(mask))
366	self.data.qx_data = qx_data
367	self.data.qy_data = qy_data
368	self.data.q_data = q_data
369	self.data.mask = mask
370	self.data.x_bins = x_bins
371	self.data.y_bins = y_bins
372	# max and min taking account of the bin sizes
373	self.data.xmin = xmin
374	self.data.xmax = xmax
375	self.data.ymin = ymin
376	self.data.ymax = ymax
377
378	def on_set_focus(self, event):
379	"""
380	On Set Focus, update guimanger and menu
381	"""
382	if self._manager is not None:
383	wx.PostEvent(self._manager.parent, PanelOnFocusEvent(panel=self))
384	self.on_tap_focus()
385
386	def on_tap_focus(self):
387	"""
388	Update menu1 on cliking the page tap
389	"""
390	if self._manager.menu1 != None:
391	chain_menu = self._manager.menu1.FindItemById(\
392	self._manager.id_reset_flag)
393	chain_menu.Enable(self.batch_on)
394	sim_menu = self._manager.menu1.FindItemById(self._manager.id_simfit)
395	flag = self.data.is_data\
396	and (self.model != None)
397	sim_menu.Enable(not self.batch_on and flag)
398	batch_menu = \
399	self._manager.menu1.FindItemById(self._manager.id_batchfit)
400	batch_menu.Enable(self.batch_on and flag)
401
402	def onContextMenu(self, event):
403	"""
404	Retrieve the state selected state
405	"""
406	pos = event.GetPosition()
407	pos = self.ScreenToClient(pos)
408	self.PopupMenu(self.popUpMenu, pos)
409
410	def onUndo(self, event):
411	"""
412	Cancel the previous action
413	"""
414	event = PreviousStateEvent(page=self)
415	wx.PostEvent(self.parent, event)
416
417	def onRedo(self, event):
418	"""
419	Restore the previous action cancelled
420	"""
421	event = NextStateEvent(page=self)
422	wx.PostEvent(self.parent, event)
423
424	def define_page_structure(self):
425	"""
426	Create empty sizer for a panel
427	"""
428	self.vbox = wx.BoxSizer(wx.VERTICAL)
429	self.sizer0 = wx.BoxSizer(wx.VERTICAL)
430	self.sizer1 = wx.BoxSizer(wx.VERTICAL)
431	self.sizer2 = wx.BoxSizer(wx.VERTICAL)
432	self.sizer3 = wx.BoxSizer(wx.VERTICAL)
433	self.sizerTrafo = wx.BoxSizer(wx.VERTICAL)
434	self.sizer4 = wx.BoxSizer(wx.VERTICAL)
435	self.sizer5 = wx.BoxSizer(wx.VERTICAL)
436	self.sizer6 = wx.BoxSizer(wx.VERTICAL)
437
438	self.sizer0.SetMinSize((PANEL_WIDTH, -1))
439	self.sizer1.SetMinSize((PANEL_WIDTH, -1))
440	self.sizer2.SetMinSize((PANEL_WIDTH, -1))
441	self.sizer3.SetMinSize((PANEL_WIDTH, -1))
442	self.sizerTrafo.SetMinSize((PANEL_WIDTH, -1))
443	self.sizer4.SetMinSize((PANEL_WIDTH, -1))
444	self.sizer5.SetMinSize((PANEL_WIDTH, -1))
445	self.sizer6.SetMinSize((PANEL_WIDTH, -1))
446
447	self.vbox.Add(self.sizer0)
448	self.vbox.Add(self.sizer1)
449	self.vbox.Add(self.sizer2)
450	self.vbox.Add(self.sizer3)
451	self.vbox.Add(self.sizerTrafo)
452	self.vbox.Add(self.sizer4)
453	self.vbox.Add(self.sizer5)
454	self.vbox.Add(self.sizer6)
455
456	def set_layout(self):
457	"""
458	layout
459	"""
460	self.vbox.Layout()
461	self.vbox.Fit(self)
462	self.SetSizer(self.vbox)
463	self.Centre()
464
465	def set_owner(self, owner):
466	"""
467	set owner of fitpage
468
469	:param owner: the class responsible of plotting
470
471	"""
472	self.event_owner = owner
473	self.state.event_owner = owner
474
475	def get_state(self):
476	"""
477	return the current page state
478	"""
479	return self.state
480
481	def get_data(self):
482	"""
483	return the current data
484	"""
485	return self.data
486
487	def get_data_list(self):
488	"""
489	return the current data
490	"""
491	return self.data_list
492
493	def set_manager(self, manager):
494	"""
495	set panel manager
496
497	:param manager: instance of plugin fitting
498
499	"""
500	self._manager = manager
501	self.state.manager = manager
502
503	def populate_box(self, model_dict):
504	"""
505	Store list of model
506
507	:param model_dict: dictionary containing list of models
508
509	"""
510	self.model_list_box = model_dict
511	self.state.model_list_box = self.model_list_box
512	self.initialize_combox()
513
514	def set_model_dictionary(self, model_dict):
515	"""
516	Store a dictionary linking model name -> model object
517
518	:param model_dict: dictionary containing list of models
519	"""
520	self.model_dict = model_dict
521
522	def initialize_combox(self):
523	"""
524	put default value in the combo box
525	"""
526	if self.model_list_box is not None and len(self.model_list_box) > 0:
527	self._populate_box(self.structurebox,
528	self.model_list_box["Structure Factors"])
529	self.structurebox.Insert("None", 0, None)
530	self.structurebox.SetSelection(0)
531	self.structurebox.Hide()
532	self.text2.Hide()
533	self.structurebox.Disable()
534	self.text2.Disable()
535
536	def set_dispers_sizer(self):
537	"""
538	fill sizer containing dispersity info
539	"""
540	#print "==== entering set_dispers_sizer ==="
541	self.sizer4.Clear(True)
542	name = "Polydispersity and Orientational Distribution"
543	box_description = wx.StaticBox(self, wx.ID_ANY, name)
544	box_description.SetForegroundColour(wx.BLUE)
545	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
546	#----------------------------------------------------
547	self.disable_disp = wx.RadioButton(self, wx.ID_ANY, 'Off', (10, 10),
548	style=wx.RB_GROUP)
549	self.enable_disp = wx.RadioButton(self, wx.ID_ANY, 'On', (10, 30))
550	# best size for MAC and PC
551	if ON_MAC:
552	size_q = (30, 20)
553	else:
554	size_q = (20, 15)
555	self.disp_help_bt = wx.Button(self, self.ID_DISPERSER_HELP, '?',
556	style=wx.BU_EXACTFIT,
557	size=size_q)
558	self.disp_help_bt.Bind(wx.EVT_BUTTON, self.on_pd_help_clicked,
559	id=self.disp_help_bt.GetId())
560	self.disp_help_bt.SetToolTipString("Help for polydispersion.")
561
562	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
563	id=self.disable_disp.GetId())
564	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
565	id=self.enable_disp.GetId())
566	#MAC needs SetValue
567	self.disable_disp.SetValue(True)
568	sizer_dispersion = wx.BoxSizer(wx.HORIZONTAL)
569	sizer_dispersion.Add((20, 20))
570	name = "" # Polydispersity and \nOrientational Distribution "
571	sizer_dispersion.Add(wx.StaticText(self, wx.ID_ANY, name))
572	sizer_dispersion.Add(self.enable_disp)
573	sizer_dispersion.Add((20, 20))
574	sizer_dispersion.Add(self.disable_disp)
575	sizer_dispersion.Add((25, 20))
576	sizer_dispersion.Add(self.disp_help_bt)
577
578	## fill a sizer for dispersion
579	boxsizer1.Add(sizer_dispersion, 0,
580	wx.TOP\|wx.BOTTOM\|wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
581	border=5)
582	self.sizer4_4 = wx.GridBagSizer(6, 5)
583
584	boxsizer1.Add(self.sizer4_4)
585	#-----------------------------------------------------
586	self.sizer4.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
587	self.sizer4_4.Layout()
588	self.sizer4.Layout()
589	self.Layout()
590
591	self.Refresh()
592	## saving the state of enable dispersity button
593	self.state.enable_disp = self.enable_disp.GetValue()
594	self.state.disable_disp = self.disable_disp.GetValue()
595	self.SetupScrolling()
596
597	def onResetModel(self, event):
598	"""
599	Reset model state
600	"""
601	menu = event.GetEventObject()
602	## post help message for the selected model
603	msg = menu.GetHelpString(event.GetId())
604	msg += " reloaded"
605	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
606	self.Show(False)
607	name = menu.GetLabel(event.GetId())
608	self._on_select_model_helper()
609	if self.model != None:
610	self.m_name = self.model.name
611	if name in self.saved_states.keys():
612	previous_state = self.saved_states[name]
613	## reset state of checkbox,textcrtl and regular parameters value
614
615	self.reset_page(previous_state)
616	self.state.m_name = self.m_name
617	self.Show(True)
618
619	def on_preview(self, event):
620	"""
621	Report the current fit results
622	"""
623	# Get plot image from plotpanel
624	images, canvases = self.get_images()
625	# get the report dialog
626	self.state.report(images, canvases)
627
628	def on_save(self, event):
629	"""
630	Save the current state into file
631	"""
632	self.save_current_state()
633	new_state = self.state.clone()
634	# Ask the user the location of the file to write to.
635	path = None
636	if self.parent != None:
637	self._default_save_location = \
638	self._manager.parent._default_save_location
639	dlg = wx.FileDialog(self, "Choose a file", self._default_save_location,
640	self.window_caption, "*.fitv", wx.SAVE)
641
642	if dlg.ShowModal() == wx.ID_OK:
643	path = dlg.GetPath()
644	self._default_save_location = os.path.dirname(path)
645	self._manager.parent._default_save_location = \
646	self._default_save_location
647	else:
648	return None
649	# MAC always needs the extension for saving
650	extens = ".fitv"
651	# Make sure the ext included in the file name
652	fName = os.path.splitext(path)[0] + extens
653	#the manager write the state into file
654	self._manager.save_fit_state(filepath=fName, fitstate=new_state)
655	return new_state
656
657	def on_copy(self, event):
658	"""
659	Copy Parameter values to the clipboad
660	"""
661	if event != None:
662	event.Skip()
663	# It seems MAC needs wxCallAfter
664	if event.GetId() == GUIFRAME_ID.COPYEX_ID:
665	print "copy excel"
666	wx.CallAfter(self.get_copy_excel)
667	elif event.GetId() == GUIFRAME_ID.COPYLAT_ID:
668	print "copy latex"
669	wx.CallAfter(self.get_copy_latex)
670	else:
671	wx.CallAfter(self.get_copy)
672
673	def on_paste(self, event):
674	"""
675	Paste Parameter values to the panel if possible
676	"""
677	#if event != None:
678	# event.Skip()
679	# It seems MAC needs wxCallAfter for the setvalues
680	# for multiple textctrl items, otherwise it tends to crash once a while
681	wx.CallAfter(self.get_paste)
682	# messages depending on the flag
683	#self._copy_info(True)
684
685	def _copy_info(self, flag):
686	"""
687	Send event dpemding on flag
688
689	: Param flag: flag that distinguish event
690	"""
691	# messages depending on the flag
692	if flag == None:
693	msg = " Parameter values are copied to the clipboard..."
694	infor = 'warning'
695	elif flag:
696	msg = " Parameter values are pasted from the clipboard..."
697	infor = "warning"
698	else:
699	msg = "Error occurred: "
700	msg += "No valid parameter values to paste from the clipboard..."
701	infor = "warning"
702	# inform msg to wx
703	wx.PostEvent(self._manager.parent,
704	StatusEvent(status=msg, info=infor))
705
706	def _get_time_stamp(self):
707	"""
708	return time and date stings
709	"""
710	# date and time
711	year, month, day, hour, minute, second, _, _, _ = time.localtime()
712	current_time = str(hour) + ":" + str(minute) + ":" + str(second)
713	current_date = str(month) + "/" + str(day) + "/" + str(year)
714	return current_time, current_date
715
716	def on_bookmark(self, event):
717	"""
718	save history of the data and model
719	"""
720	if self.model == None:
721	msg = "Can not bookmark; Please select Data and Model first..."
722	wx.MessageBox(msg, 'Info')
723	return
724	self.save_current_state()
725	new_state = self.state.clone()
726	##Add model state on context menu
727	self.number_saved_state += 1
728	current_time, current_date = self._get_time_stamp()
729	#name= self.model.name+"[%g]"%self.number_saved_state
730	name = "Fitting: %g]" % self.number_saved_state
731	name += self.model.__class__.__name__
732	name += "bookmarked at %s on %s" % (current_time, current_date)
733	self.saved_states[name] = new_state
734
735	## Add item in the context menu
736	msg = "Model saved at %s on %s" % (current_time, current_date)
737	## post help message for the selected model
738	msg += " Saved! right click on this page to retrieve this model"
739	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
740
741	self.popUpMenu.Append(self.ID_BOOKMARK, name, str(msg))
742	wx.EVT_MENU(self, self.ID_BOOKMARK, self.onResetModel)
743	wx.PostEvent(self._manager.parent,
744	AppendBookmarkEvent(title=name,
745	hint=str(msg),
746	handler=self._back_to_bookmark))
747
748	def _back_to_bookmark(self, event):
749	"""
750	Back to bookmark
751	"""
752	self._manager.on_perspective(event)
753	self.onResetModel(event)
754	self._draw_model()
755
756	def onSetFocus(self, evt):
757	"""
758	highlight the current textcrtl and hide the error text control shown
759	after fitting
760	"""
761	return
762
763	def read_file(self, path):
764	"""
765	Read two columns file
766
767	:param path: the path to the file to read
768
769	"""
770	try:
771	if path == None:
772	status = " Selected Distribution was not loaded: %s" % path
773	wx.PostEvent(self._manager.parent,
774	StatusEvent(status=status))
775	return None, None
776	input_f = open(path, 'r')
777	buff = input_f.read()
778	lines = buff.split('\n')
779	input_f.close()
780	angles = []
781	weights = []
782	for line in lines:
783	toks = line.split()
784	try:
785	angle = float(toks[0])
786	weight = float(toks[1])
787	angles.append(angle)
788	weights.append(weight)
789	except Exception:
790	# Skip non-data lines
791	logging.error(traceback.format_exc())
792	return numpy.array(angles), numpy.array(weights)
793	except:
794	raise
795
796	def createMemento(self):
797	"""
798	return the current state of the page
799	"""
800	return self.state.clone()
801
802	def save_current_state(self):
803	"""
804	Store current state
805	"""
806	## save model option
807	if self.model != None:
808	self.disp_list = self.model.getDispParamList()
809	self.state.disp_list = copy.deepcopy(self.disp_list)
810	self.state.model = self.model.clone()
811
812	#model combobox: complex code because of mac's silent error
813	if self.structurebox != None:
814	if self.structurebox.IsShown():
815	self.state.structurecombobox = 'None'
816	s_select = self.structurebox.GetSelection()
817	if s_select > 0:
818	self.state.structurecombobox = self.structurebox.\
819	GetString(s_select)
820	if self.formfactorbox != None:
821	f_select = self.formfactorbox.GetSelection()
822	if f_select > 0:
823	self.state.formfactorcombobox = self.formfactorbox.\
824	GetString(f_select)
825	if self.categorybox != None:
826	cb_select = self.categorybox.GetSelection()
827	if cb_select > 0:
828	self.state.categorycombobox = self.categorybox.\
829	GetString(cb_select)
830
831	self.state.enable2D = copy.deepcopy(self.enable2D)
832	self.state.values = copy.deepcopy(self.values)
833	self.state.weights = copy.deepcopy(self.weights)
834	## save data
835	self.state.data = copy.deepcopy(self.data)
836	self.state.qmax_x = self.qmax_x
837	self.state.qmin_x = self.qmin_x
838	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
839	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
840	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
841	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
842	self.state.dq_l = self.dq_l
843	self.state.dq_r = self.dq_r
844	if hasattr(self, "enable_disp"):
845	self.state.enable_disp = self.enable_disp.GetValue()
846	self.state.disable_disp = self.disable_disp.GetValue()
847
848	self.state.smearer = copy.deepcopy(self.current_smearer)
849	if hasattr(self, "enable_smearer"):
850	self.state.enable_smearer = \
851	copy.deepcopy(self.enable_smearer.GetValue())
852	self.state.disable_smearer = \
853	copy.deepcopy(self.disable_smearer.GetValue())
854
855	self.state.pinhole_smearer = \
856	copy.deepcopy(self.pinhole_smearer.GetValue())
857	self.state.dx_max = copy.deepcopy(self.dx_max)
858	self.state.dx_min = copy.deepcopy(self.dx_min)
859	self.state.dxl = copy.deepcopy(self.dxl)
860	self.state.dxw = copy.deepcopy(self.dxw)
861	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
862
863	if len(self._disp_obj_dict) > 0:
864	for k, v in self._disp_obj_dict.iteritems():
865	self.state._disp_obj_dict[k] = v.type
866
867	self.state.values = copy.deepcopy(self.values)
868	self.state.weights = copy.deepcopy(self.weights)
869	## save plotting range
870	self._save_plotting_range()
871
872	self.state.orientation_params = []
873	self.state.orientation_params_disp = []
874	self.state.parameters = []
875	self.state.fittable_param = []
876	self.state.fixed_param = []
877	self.state.str_parameters = []
878
879	## save checkbutton state and txtcrtl values
880	self._copy_parameters_state(self.str_parameters,
881	self.state.str_parameters)
882	self._copy_parameters_state(self.orientation_params,
883	self.state.orientation_params)
884	self._copy_parameters_state(self.orientation_params_disp,
885	self.state.orientation_params_disp)
886
887	self._copy_parameters_state(self.parameters, self.state.parameters)
888	self._copy_parameters_state(self.fittable_param,
889	self.state.fittable_param)
890	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
891	#save chisqr
892	self.state.tcChi = self.tcChi.GetValue()
893
894	def save_current_state_fit(self):
895	"""
896	Store current state for fit_page
897	"""
898	## save model option
899	if self.model != None:
900	self.disp_list = self.model.getDispParamList()
901	self.state.disp_list = copy.deepcopy(self.disp_list)
902	self.state.model = self.model.clone()
903
904	self.state.enable2D = copy.deepcopy(self.enable2D)
905	self.state.values = copy.deepcopy(self.values)
906	self.state.weights = copy.deepcopy(self.weights)
907	## save data
908	self.state.data = copy.deepcopy(self.data)
909
910	if hasattr(self, "enable_disp"):
911	self.state.enable_disp = self.enable_disp.GetValue()
912	self.state.disable_disp = self.disable_disp.GetValue()
913
914	self.state.smearer = copy.deepcopy(self.current_smearer)
915	if hasattr(self, "enable_smearer"):
916	self.state.enable_smearer = \
917	copy.deepcopy(self.enable_smearer.GetValue())
918	self.state.disable_smearer = \
919	copy.deepcopy(self.disable_smearer.GetValue())
920
921	self.state.pinhole_smearer = \
922	copy.deepcopy(self.pinhole_smearer.GetValue())
923	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
924	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
925	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
926	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
927	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
928	if hasattr(self, "disp_box") and self.disp_box != None:
929	self.state.disp_box = self.disp_box.GetCurrentSelection()
930
931	if len(self.disp_cb_dict) > 0:
932	for k, v in self.disp_cb_dict.iteritems():
933	if v == None:
934	self.state.disp_cb_dict[k] = v
935	else:
936	try:
937	self.state.disp_cb_dict[k] = v.GetValue()
938	except:
939	self.state.disp_cb_dict[k] = None
940	if len(self._disp_obj_dict) > 0:
941	for k, v in self._disp_obj_dict.iteritems():
942	self.state._disp_obj_dict[k] = v.type
943
944	self.state.values = copy.deepcopy(self.values)
945	self.state.weights = copy.deepcopy(self.weights)
946
947	## save plotting range
948	self._save_plotting_range()
949
950	## save checkbutton state and txtcrtl values
951	self._copy_parameters_state(self.orientation_params,
952	self.state.orientation_params)
953	self._copy_parameters_state(self.orientation_params_disp,
954	self.state.orientation_params_disp)
955	self._copy_parameters_state(self.parameters, self.state.parameters)
956	self._copy_parameters_state(self.fittable_param,
957	self.state.fittable_param)
958	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
959
960	def check_invalid_panel(self):
961	"""
962	check if the user can already perform some action with this panel
963	"""
964	if self.data is None:
965	self.disable_smearer.SetValue(True)
966	self.disable_disp.SetValue(True)
967	msg = "Please load Data and select Model to start..."
968	wx.MessageBox(msg, 'Info')
969	return True
970
971	def set_model_state(self, state):
972	"""
973	reset page given a model state
974	"""
975	self.disp_cb_dict = state.disp_cb_dict
976	self.disp_list = state.disp_list
977
978	## fill model combobox
979	self._show_combox_helper()
980	#select the current model
981	try:
982	# to support older version
983	category_pos = int(state.categorycombobox)
984	except:
985	category_pos = 0
986	for ind_cat in range(self.categorybox.GetCount()):
987	if self.categorycombobox.GetString(ind_cat) == \
988	state.categorycombobox:
989	category_pos = int(ind_cat)
990	break
991
992	self.categorybox.Select(category_pos)
993	try:
994	# to support older version
995	formfactor_pos = int(state.formfactorcombobox)
996	except:
997	formfactor_pos = 0
998	for ind_form in range(self.formfactorbox.GetCount()):
999	if self.formfactorbox.GetString(ind_form) == \
1000	state.formfactorcombobox:
1001	formfactor_pos = int(ind_form)
1002	break
1003
1004	self.formfactorbox.Select(formfactor_pos)
1005
1006	try:
1007	# to support older version
1008	structfactor_pos = int(state.structurecombobox)
1009	except:
1010	structfactor_pos = 0
1011	for ind_struct in range(self.structurebox.GetCount()):
1012	if self.structurebox.GetString(ind_struct) == \
1013	state.structurecombobox:
1014	structfactor_pos = int(ind_struct)
1015	break
1016
1017	self.structurebox.SetSelection(structfactor_pos)
1018
1019	if state.multi_factor != None:
1020	self.multifactorbox.SetSelection(state.multi_factor)
1021
1022	## reset state of checkbox,textcrtl and regular parameters value
1023	self._reset_parameters_state(self.orientation_params_disp,
1024	state.orientation_params_disp)
1025	self._reset_parameters_state(self.orientation_params,
1026	state.orientation_params)
1027	self._reset_parameters_state(self.str_parameters,
1028	state.str_parameters)
1029	self._reset_parameters_state(self.parameters, state.parameters)
1030	## display dispersion info layer
1031	self.enable_disp.SetValue(state.enable_disp)
1032	self.disable_disp.SetValue(state.disable_disp)
1033
1034	if hasattr(self, "disp_box") and self.disp_box != None:
1035	self.disp_box.SetSelection(state.disp_box)
1036	n = self.disp_box.GetCurrentSelection()
1037	dispersity = self.disp_box.GetClientData(n)
1038	name = dispersity.__name__
1039	self._set_dipers_Param(event=None)
1040
1041	if name == "ArrayDispersion":
1042
1043	for item in self.disp_cb_dict.keys():
1044
1045	if hasattr(self.disp_cb_dict[item], "SetValue"):
1046	self.disp_cb_dict[item].SetValue(\
1047	state.disp_cb_dict[item])
1048	# Create the dispersion objects
1049	disp_model = POLYDISPERSITY_MODELS['array']()
1050	if hasattr(state, "values") and \
1051	self.disp_cb_dict[item].GetValue() == True:
1052	if len(state.values) > 0:
1053	self.values = state.values
1054	self.weights = state.weights
1055	disp_model.set_weights(self.values,
1056	state.weights)
1057	else:
1058	self._reset_dispersity()
1059
1060	self._disp_obj_dict[item] = disp_model
1061	# Set the new model as the dispersion object
1062	#for the selected parameter
1063	self.model.set_dispersion(item, disp_model)
1064
1065	self.model._persistency_dict[item] = \
1066	[state.values, state.weights]
1067
1068	else:
1069	keys = self.model.getParamList()
1070	for item in keys:
1071	if item in self.disp_list and \
1072	not item in self.model.details:
1073	self.model.details[item] = ["", None, None]
1074	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1075	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1076	## smearing info restore
1077	if hasattr(self, "enable_smearer"):
1078	## set smearing value whether or not the data
1079	#contain the smearing info
1080	self.enable_smearer.SetValue(state.enable_smearer)
1081	self.disable_smearer.SetValue(state.disable_smearer)
1082	self.onSmear(event=None)
1083	self.pinhole_smearer.SetValue(state.pinhole_smearer)
1084	self.slit_smearer.SetValue(state.slit_smearer)
1085
1086	self.dI_noweight.SetValue(state.dI_noweight)
1087	self.dI_didata.SetValue(state.dI_didata)
1088	self.dI_sqrdata.SetValue(state.dI_sqrdata)
1089	self.dI_idata.SetValue(state.dI_idata)
1090
1091	## we have two more options for smearing
1092	if self.pinhole_smearer.GetValue():
1093	self.onPinholeSmear(event=None)
1094	elif self.slit_smearer.GetValue():
1095	self.onSlitSmear(event=None)
1096
1097	## reset state of checkbox,textcrtl and dispersity parameters value
1098	self._reset_parameters_state(self.fittable_param, state.fittable_param)
1099	self._reset_parameters_state(self.fixed_param, state.fixed_param)
1100
1101	## draw the model with previous parameters value
1102	self._onparamEnter_helper()
1103	self.select_param(event=None)
1104	#Save state_fit
1105	self.save_current_state_fit()
1106	self._lay_out()
1107	self.Refresh()
1108
1109	def get_cat_combo_box_pos(self, state):
1110	"""
1111	Iterate through the categories to find the structurefactor
1112	:return: combo_box_position
1113	"""
1114	for key, value in self.master_category_dict.iteritems():
1115	for list_item in value:
1116	if state.formfactorcombobox in list_item:
1117	return self.categorybox.Items.index(key)
1118
1119	def reset_page_helper(self, state):
1120	"""
1121	Use page_state and change the state of existing page
1122
1123	:precondition: the page is already drawn or created
1124
1125	:postcondition: the state of the underlying data change as well as the
1126	state of the graphic interface
1127	"""
1128	if state == None:
1129	return
1130	# set data, etc. from the state
1131	# reset page between theory and fitting from bookmarking
1132	#if state.data == None:
1133	# data = None
1134	#else:
1135	data = state.data
1136
1137	if data == None:
1138	data_min = state.qmin
1139	data_max = state.qmax
1140	self.qmin_x = data_min
1141	self.qmax_x = data_max
1142	self.qmin.SetValue(str(data_min))
1143	self.qmax.SetValue(str(data_max))
1144
1145	self.state.data = data
1146	self.state.qmin = self.qmin_x
1147	self.state.qmax = self.qmax_x
1148	else:
1149	self.set_data(data)
1150
1151	self.enable2D = state.enable2D
1152	try:
1153	self.magnetic_on = state.magnetic_on
1154	except:
1155	# Backward compatibility (for older state files)
1156	self.magnetic_on = False
1157
1158	self.disp_cb_dict = state.disp_cb_dict
1159	self.disp_list = state.disp_list
1160
1161	## set the state of the radio box
1162	#self.shape_rbutton.SetValue(state.shape_rbutton)
1163	#self.shape_indep_rbutton.SetValue(state.shape_indep_rbutton)
1164	#self.struct_rbutton.SetValue(state.struct_rbutton)
1165	#self.plugin_rbutton.SetValue(state.plugin_rbutton)
1166
1167	## fill model combobox
1168	self._show_combox_helper()
1169	#select the current model
1170	try:
1171	# to support older version
1172	category_pos = int(state.categorycombobox)
1173	except:
1174	state.formfactorcombobox = unicode(state.formfactorcombobox.lower())
1175	state.categorycombobox = unicode(state.categorycombobox)
1176	category_pos = 0
1177	if state.categorycombobox in self.categorybox.Items:
1178	category_pos = self.categorybox.Items.index(
1179	state.categorycombobox)
1180	else:
1181	# Look in master list for model name (model.lower)
1182	category_pos = self.get_cat_combo_box_pos(state)
1183
1184	self.categorybox.Select(category_pos)
1185	self._show_combox(None)
1186	try:
1187	# to support older version
1188	formfactor_pos = int(state.formfactorcombobox)
1189	except:
1190	formfactor_pos = 0
1191	for ind_form in range(self.formfactorbox.GetCount()):
1192	if self.formfactorbox.GetString(ind_form) == \
1193	(state.formfactorcombobox):
1194	formfactor_pos = int(ind_form)
1195	break
1196
1197	self.formfactorbox.Select(formfactor_pos)
1198
1199	try:
1200	# to support older version
1201	structfactor_pos = int(state.structurecombobox)
1202	except:
1203	if state.structurecombobox is not None:
1204	structfactor_pos = 0
1205	state.structurecombobox = unicode(state.structurecombobox)
1206	for ind_struct in range(self.structurebox.GetCount()):
1207	if self.structurebox.GetString(ind_struct) == \
1208	(state.structurecombobox):
1209	structfactor_pos = int(ind_struct)
1210	break
1211
1212	self.structurebox.SetSelection(structfactor_pos)
1213
1214	if state.multi_factor != None:
1215	self.multifactorbox.SetSelection(state.multi_factor)
1216
1217	#draw the panel according to the new model parameter
1218	self._on_select_model(event=None)
1219
1220	# take care of 2D button
1221	if data == None and self.model_view.IsEnabled():
1222	if self.enable2D:
1223	self.model_view.SetLabel("2D Mode")
1224	else:
1225	self.model_view.SetLabel("1D Mode")
1226
1227	## set the select all check box to the a given state
1228	self.cb1.SetValue(state.cb1)
1229
1230	## reset state of checkbox,textcrtl and regular parameters value
1231	self._reset_parameters_state(self.orientation_params_disp,
1232	state.orientation_params_disp)
1233	self._reset_parameters_state(self.orientation_params,
1234	state.orientation_params)
1235	self._reset_parameters_state(self.str_parameters,
1236	state.str_parameters)
1237	self._reset_parameters_state(self.parameters, state.parameters)
1238	## display dispersion info layer
1239	self.enable_disp.SetValue(state.enable_disp)
1240	self.disable_disp.SetValue(state.disable_disp)
1241	# If the polydispersion is ON
1242	if state.enable_disp:
1243	# reset dispersion according the state
1244	self._set_dipers_Param(event=None)
1245	self._reset_page_disp_helper(state)
1246	##plotting range restore
1247	self._reset_plotting_range(state)
1248	## smearing info restore
1249	if hasattr(self, "enable_smearer"):
1250	## set smearing value whether or not the data
1251	#contain the smearing info
1252	self.enable_smearer.SetValue(state.enable_smearer)
1253	self.disable_smearer.SetValue(state.disable_smearer)
1254	self.onSmear(event=None)
1255	self.pinhole_smearer.SetValue(state.pinhole_smearer)
1256	self.slit_smearer.SetValue(state.slit_smearer)
1257	try:
1258	self.dI_noweight.SetValue(state.dI_noweight)
1259	self.dI_didata.SetValue(state.dI_didata)
1260	self.dI_sqrdata.SetValue(state.dI_sqrdata)
1261	self.dI_idata.SetValue(state.dI_idata)
1262	except:
1263	# to support older state file formats
1264	self.dI_noweight.SetValue(False)
1265	self.dI_didata.SetValue(True)
1266	self.dI_sqrdata.SetValue(False)
1267	self.dI_idata.SetValue(False)
1268
1269	## we have two more options for smearing
1270	if self.pinhole_smearer.GetValue():
1271	self.dx_min = state.dx_min
1272	self.dx_max = state.dx_max
1273	if self.dx_min != None:
1274	self.smear_pinhole_min.SetValue(str(self.dx_min))
1275	if self.dx_max != None:
1276	self.smear_pinhole_max.SetValue(str(self.dx_max))
1277	self.onPinholeSmear(event=None)
1278	elif self.slit_smearer.GetValue():
1279	self.dxl = state.dxl
1280	self.dxw = state.dxw
1281	if self.dxl != None:
1282	self.smear_slit_height.SetValue(str(self.dxl))
1283	if self.dxw != None:
1284	self.smear_slit_width.SetValue(str(self.dxw))
1285	else:
1286	self.smear_slit_width.SetValue('')
1287	self.onSlitSmear(event=None)
1288
1289	## reset state of checkbox,textcrtl and dispersity parameters value
1290	self._reset_parameters_state(self.fittable_param, state.fittable_param)
1291	self._reset_parameters_state(self.fixed_param, state.fixed_param)
1292
1293	## draw the model with previous parameters value
1294	self._onparamEnter_helper()
1295	#reset the value of chisqr when not consistent with the value computed
1296	self.tcChi.SetValue(str(self.state.tcChi))
1297	## reset context menu items
1298	self._reset_context_menu()
1299
1300	## set the value of the current state to the state given as parameter
1301	self.state = state.clone()
1302	self.state.m_name = self.m_name
1303
1304	def _reset_page_disp_helper(self, state):
1305	"""
1306	Help to rest page for dispersions
1307	"""
1308	keys = self.model.getParamList()
1309	for item in keys:
1310	if item in self.disp_list and \
1311	not item in self.model.details:
1312	self.model.details[item] = ["", None, None]
1313	#for k,v in self.state.disp_cb_dict.iteritems():
1314	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1315	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1316	self.values = copy.deepcopy(state.values)
1317	self.weights = copy.deepcopy(state.weights)
1318
1319	for key, disp_type in state._disp_obj_dict.iteritems():
1320	#disp_model = disp
1321	disp_model = POLYDISPERSITY_MODELS[disp_type]()
1322	self._disp_obj_dict[key] = disp_model
1323	param_name = key.split('.')[0]
1324	# Try to set dispersion only when available
1325	# for eg., pass the orient. angles for 1D Cal
1326	try:
1327	self.model.set_dispersion(param_name, disp_model)
1328	self.model._persistency_dict[key] = \
1329	[state.values, state.weights]
1330	except Exception:
1331	logging.error(traceback.format_exc())
1332	selection = self._find_polyfunc_selection(disp_model)
1333	for list in self.fittable_param:
1334	if list[1] == key and list[7] != None:
1335	list[7].SetSelection(selection)
1336	# For the array disp_model, set the values and weights
1337	if selection == 1:
1338	disp_model.set_weights(self.values[key],
1339	self.weights[key])
1340	try:
1341	# Diables all fittable params for array
1342	list[0].SetValue(False)
1343	list[0].Disable()
1344	list[2].Disable()
1345	list[5].Disable()
1346	list[6].Disable()
1347	except Exception:
1348	logging.error(traceback.format_exc())
1349	# For array, disable all fixed params
1350	if selection == 1:
1351	for item in self.fixed_param:
1352	if item[1].split(".")[0] == key.split(".")[0]:
1353	# try it and pass it for the orientation for 1D
1354	try:
1355	item[2].Disable()
1356	except Exception:
1357	logging.error(traceback.format_exc())
1358
1359	# Make sure the check box updated when all checked
1360	if self.cb1.GetValue():
1361	self.select_all_param(None)
1362
1363	def _selectDlg(self):
1364	"""
1365	open a dialog file to selected the customized dispersity
1366	"""
1367	if self.parent != None:
1368	self._default_save_location = \
1369	self._manager.parent.get_save_location()
1370	dlg = wx.FileDialog(self, "Choose a weight file",
1371	self._default_save_location, "",
1372	".", wx.OPEN)
1373	path = None
1374	if dlg.ShowModal() == wx.ID_OK:
1375	path = dlg.GetPath()
1376	dlg.Destroy()
1377	return path
1378
1379	def _reset_context_menu(self):
1380	"""
1381	reset the context menu
1382	"""
1383	ids = iter(self._id_pool) # Reusing ids for context menu
1384	for name, _ in self.state.saved_states.iteritems():
1385	self.number_saved_state += 1
1386	## Add item in the context menu
1387	wx_id = ids.next()
1388	msg = 'Save model and state %g' % self.number_saved_state
1389	self.popUpMenu.Append(wx_id, name, msg)
1390	wx.EVT_MENU(self, wx_id, self.onResetModel)
1391
1392	def _reset_plotting_range(self, state):
1393	"""
1394	Reset the plotting range to a given state
1395	"""
1396	self.qmin.SetValue(str(state.qmin))
1397	self.qmax.SetValue(str(state.qmax))
1398
1399	def _save_typeOfmodel(self):
1400	"""
1401	save radiobutton containing the type model that can be selected
1402	"""
1403	#self.state.shape_rbutton = self.shape_rbutton.GetValue()
1404	#self.state.shape_indep_rbutton = self.shape_indep_rbutton.GetValue()
1405	#self.state.struct_rbutton = self.struct_rbutton.GetValue()
1406	#self.state.plugin_rbutton = self.plugin_rbutton.GetValue()
1407	self.state.structurecombobox = self.structurebox.GetLabel()
1408	self.state.formfactorcombobox = self.formfactorbox.GetLabel()
1409	self.state.categorycombobox = self.categorybox.GetLabel()
1410
1411	## post state to fit panel
1412	event = PageInfoEvent(page=self)
1413	wx.PostEvent(self.parent, event)
1414
1415	def _save_plotting_range(self):
1416	"""
1417	save the state of plotting range
1418	"""
1419	self.state.qmin = self.qmin_x
1420	self.state.qmax = self.qmax_x
1421	self.state.npts = self.npts_x
1422
1423	def _onparamEnter_helper(self,is_modified = False):
1424	"""
1425	check if values entered by the user are changed and valid to replot
1426	model
1427	"""
1428	# Flag to register when a parameter has changed.
1429	#is_modified = False
1430	self.fitrange = True
1431	is_2Ddata = False
1432	#self._undo.Enable(True)
1433	# check if 2d data
1434	if self.data.__class__.__name__ == "Data2D":
1435	is_2Ddata = True
1436	if self.model != None:
1437	#Either we get a is_modified = True passed in because
1438	#_update_paramv_on_fit() has been called already or
1439	# we need to check here ourselves.
1440	if not is_modified:
1441	is_modified = (self._check_value_enter(self.fittable_param)
1442	or self._check_value_enter(self.fixed_param)
1443	or self._check_value_enter(self.parameters))
1444
1445	# Here we should check whether the boundaries have been modified.
1446	# If qmin and qmax have been modified, update qmin and qmax and
1447	# set the is_modified flag to True
1448	if self._validate_qrange(self.qmin, self.qmax):
1449	tempmin = float(self.qmin.GetValue())
1450	if tempmin != self.qmin_x:
1451	self.qmin_x = tempmin
1452	is_modified = True
1453	tempmax = float(self.qmax.GetValue())
1454	if tempmax != self.qmax_x:
1455	self.qmax_x = tempmax
1456	is_modified = True
1457
1458	if is_2Ddata:
1459	# set mask
1460	is_modified = self._validate_Npts()
1461
1462	else:
1463	self.fitrange = False
1464
1465	if not self.data.is_data:
1466	is_modified = True
1467
1468	## if any value is modify draw model with new value
1469	if not self.fitrange:
1470	#self.btFit.Disable()
1471	if is_2Ddata:
1472	self.btEditMask.Disable()
1473	else:
1474	if is_2Ddata and self.data.is_data and not self.batch_on:
1475	self.btEditMask.Enable(True)
1476	if is_modified and self.fitrange:
1477	# Theory case: need to get npts value to draw
1478	self.npts_x = float(self.Npts_total.GetValue())
1479	self.create_default_data()
1480	self.state_change = True
1481	self._draw_model()
1482	self.Refresh()
1483	return is_modified
1484
1485	def _update_paramv_on_fit(self):
1486	"""
1487	make sure that update param values just before the fitting
1488	"""
1489	#flag for qmin qmax check values
1490	flag = True
1491	self.fitrange = True
1492	is_modified = False
1493
1494	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1495	#updating ... ",type="update"))
1496
1497	##So make sure that update param values on_Fit.
1498	#self._undo.Enable(True)
1499	if self.model != None:
1500	if self.Npts_total.GetValue() != self.Npts_fit.GetValue():
1501	if not self.data.is_data:
1502	self._manager.page_finder[self.uid].set_fit_data(data=\
1503	[self.data])
1504	##Check the values
1505	is_modified = (self._check_value_enter(self.fittable_param)
1506	or self._check_value_enter(self.fixed_param)
1507	or self._check_value_enter(self.parameters))
1508
1509	# If qmin and qmax have been modified, update qmin and qmax and
1510	# Here we should check whether the boundaries have been modified.
1511	# If qmin and qmax have been modified, update qmin and qmax and
1512	# set the is_modified flag to True
1513	self.fitrange = self._validate_qrange(self.qmin, self.qmax)
1514	if self.fitrange:
1515	tempmin = float(self.qmin.GetValue())
1516	if tempmin != self.qmin_x:
1517	self.qmin_x = tempmin
1518	tempmax = float(self.qmax.GetValue())
1519	if tempmax != self.qmax_x:
1520	self.qmax_x = tempmax
1521	if tempmax == tempmin:
1522	flag = False
1523	temp_smearer = None
1524	if not self.disable_smearer.GetValue():
1525	temp_smearer = self.current_smearer
1526	if self.slit_smearer.GetValue():
1527	flag = self.update_slit_smear()
1528	elif self.pinhole_smearer.GetValue():
1529	flag = self.update_pinhole_smear()
1530	else:
1531	enable_smearer = not self.disable_smearer.GetValue()
1532	self._manager.set_smearer(smearer=temp_smearer,
1533	uid=self.uid,
1534	fid=self.data.id,
1535	qmin=float(self.qmin_x),
1536	qmax=float(self.qmax_x),
1537	enable_smearer=enable_smearer,
1538	draw=False)
1539	elif not self._is_2D():
1540	enable_smearer = not self.disable_smearer.GetValue()
1541	self._manager.set_smearer(smearer=temp_smearer,
1542	qmin=float(self.qmin_x),
1543	uid=self.uid,
1544	fid=self.data.id,
1545	qmax=float(self.qmax_x),
1546	enable_smearer=enable_smearer,
1547	draw=False)
1548	if self.data != None:
1549	index_data = ((self.qmin_x <= self.data.x) & \
1550	(self.data.x <= self.qmax_x))
1551	val = str(len(self.data.x[index_data == True]))
1552	self.Npts_fit.SetValue(val)
1553	else:
1554	# No data in the panel
1555	try:
1556	self.npts_x = float(self.Npts_total.GetValue())
1557	except:
1558	flag = False
1559	return flag
1560	flag = True
1561	if self._is_2D():
1562	# only 2D case set mask
1563	flag = self._validate_Npts()
1564	if not flag:
1565	return flag
1566	else:
1567	flag = False
1568	else:
1569	flag = False
1570
1571	#For invalid q range, disable the mask editor and fit button, vs.
1572	if not self.fitrange:
1573	if self._is_2D():
1574	self.btEditMask.Disable()
1575	else:
1576	if self._is_2D() and self.data.is_data and not self.batch_on:
1577	self.btEditMask.Enable(True)
1578
1579	if not flag:
1580	msg = "Cannot Plot or Fit :Must select a "
1581	msg += " model or Fitting range is not valid!!! "
1582	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1583
1584	try:
1585	self.save_current_state()
1586	except Exception:
1587	logging.error(traceback.format_exc())
1588
1589	return flag,is_modified
1590
1591	def _reset_parameters_state(self, listtorestore, statelist):
1592	"""
1593	Reset the parameters at the given state
1594	"""
1595	if len(statelist) == 0 or len(listtorestore) == 0:
1596	return
1597	if len(statelist) != len(listtorestore):
1598	return
1599
1600	for j in range(len(listtorestore)):
1601	item_page = listtorestore[j]
1602	item_page_info = statelist[j]
1603	##change the state of the check box for simple parameters
1604	if item_page[0] != None:
1605	item_page[0].SetValue(item_page_info[0])
1606	if item_page[2] != None:
1607	item_page[2].SetValue(item_page_info[2])
1608	if item_page[2].__class__.__name__ == "ComboBox":
1609	if item_page_info[2] in self.model.fun_list:
1610	fun_val = self.model.fun_list[item_page_info[2]]
1611	self.model.setParam(item_page_info[1], fun_val)
1612	if item_page[3] != None:
1613	## show or hide text +/-
1614	if item_page_info[2]:
1615	item_page[3].Show(True)
1616	else:
1617	item_page[3].Hide()
1618	if item_page[4] != None:
1619	## show of hide the text crtl for fitting error
1620	if item_page_info[4][0]:
1621	item_page[4].Show(True)
1622	item_page[4].SetValue(item_page_info[4][1])
1623	else:
1624	item_page[3].Hide()
1625	if item_page[5] != None:
1626	## show of hide the text crtl for fitting error
1627	item_page[5].Show(item_page_info[5][0])
1628	item_page[5].SetValue(item_page_info[5][1])
1629
1630	if item_page[6] != None:
1631	## show of hide the text crtl for fitting error
1632	item_page[6].Show(item_page_info[6][0])
1633	item_page[6].SetValue(item_page_info[6][1])
1634
1635	def _reset_strparam_state(self, listtorestore, statelist):
1636	"""
1637	Reset the string parameters at the given state
1638	"""
1639	if len(statelist) == 0:
1640	return
1641
1642	listtorestore = copy.deepcopy(statelist)
1643
1644	for j in range(len(listtorestore)):
1645	item_page = listtorestore[j]
1646	item_page_info = statelist[j]
1647	##change the state of the check box for simple parameters
1648
1649	if item_page[0] != None:
1650	item_page[0].SetValue(format_number(item_page_info[0], True))
1651
1652	if item_page[2] != None:
1653	param_name = item_page_info[1]
1654	value = item_page_info[2]
1655	selection = value
1656	if value in self.model.fun_list:
1657	selection = self.model.fun_list[value]
1658	item_page[2].SetValue(selection)
1659	self.model.setParam(param_name, selection)
1660
1661	def _copy_parameters_state(self, listtocopy, statelist):
1662	"""
1663	copy the state of button
1664
1665	:param listtocopy: the list of check button to copy
1666	:param statelist: list of state object to store the current state
1667
1668	"""
1669	if len(listtocopy) == 0:
1670	return
1671
1672	for item in listtocopy:
1673
1674	checkbox_state = None
1675	if item[0] != None:
1676	checkbox_state = item[0].GetValue()
1677	parameter_name = item[1]
1678	parameter_value = None
1679	if item[2] != None:
1680	parameter_value = item[2].GetValue()
1681	static_text = None
1682	if item[3] != None:
1683	static_text = item[3].IsShown()
1684	error_value = None
1685	error_state = None
1686	if item[4] != None:
1687	error_value = item[4].GetValue()
1688	error_state = item[4].IsShown()
1689
1690	min_value = None
1691	min_state = None
1692	if item[5] != None:
1693	min_value = item[5].GetValue()
1694	min_state = item[5].IsShown()
1695
1696	max_value = None
1697	max_state = None
1698	if item[6] != None:
1699	max_value = item[6].GetValue()
1700	max_state = item[6].IsShown()
1701	unit = None
1702	if item[7] != None:
1703	unit = item[7].GetLabel()
1704
1705	statelist.append([checkbox_state, parameter_name, parameter_value,
1706	static_text, [error_state, error_value],
1707	[min_state, min_value],
1708	[max_state, max_value], unit])
1709
1710
1711	def _draw_model(self, update_chisqr=True, source='model'):
1712	"""
1713	Method to draw or refresh a plotted model.
1714	The method will use the data member from the model page
1715	to build a call to the fitting perspective manager.
1716
1717	:param chisqr: update chisqr value [bool]
1718	"""
1719	wx.CallAfter(self._draw_model_after, update_chisqr, source)
1720
1721	def _draw_model_after(self, update_chisqr=True, source='model'):
1722	"""
1723	Method to draw or refresh a plotted model.
1724	The method will use the data member from the model page
1725	to build a call to the fitting perspective manager.
1726
1727	:param chisqr: update chisqr value [bool]
1728	"""
1729	#if self.check_invalid_panel():
1730	# return
1731	if self.model != None:
1732	temp_smear = None
1733	if hasattr(self, "enable_smearer"):
1734	if not self.disable_smearer.GetValue():
1735	temp_smear = self.current_smearer
1736	# compute weight for the current data
1737	from sas.sasgui.perspectives.fitting.utils import get_weight
1738	flag = self.get_weight_flag()
1739	weight = get_weight(data=self.data, is2d=self._is_2D(), flag=flag)
1740	toggle_mode_on = self.model_view.IsEnabled()
1741	is_2d = self._is_2D()
1742	self._manager.draw_model(self.model,
1743	data=self.data,
1744	smearer=temp_smear,
1745	qmin=float(self.qmin_x),
1746	qmax=float(self.qmax_x),
1747	page_id=self.uid,
1748	toggle_mode_on=toggle_mode_on,
1749	state=self.state,
1750	enable2D=is_2d,
1751	update_chisqr=update_chisqr,
1752	source='model',
1753	weight=weight)
1754
1755	def _on_show_sld(self, event=None):
1756	"""
1757	Plot SLD profile
1758	"""
1759	# get profile data
1760	x, y = self.model.getProfile()
1761
1762	from sas.sasgui.plottools import Data1D as pf_data1d
1763	#from sas.sasgui.perspectives.theory.profile_dialog import SLDPanel
1764	from sas.sasgui.guiframe.local_perspectives.plotting.profile_dialog \
1765	import SLDPanel
1766	sld_data = pf_data1d(x, y)
1767	sld_data.name = 'SLD'
1768	sld_data.axes = self.sld_axes
1769	self.panel = SLDPanel(self, data=sld_data, axes=self.sld_axes,
1770	id=wx.ID_ANY)
1771	self.panel.ShowModal()
1772
1773	def _set_multfactor_combobox(self, multiplicity=10):
1774	"""
1775	Set comboBox for muitfactor of CoreMultiShellModel
1776	:param multiplicit: no. of multi-functionality
1777	"""
1778	# build content of the combobox
1779	for idx in range(0, multiplicity):
1780	self.multifactorbox.Append(str(idx), int(idx))
1781	self._hide_multfactor_combobox()
1782
1783	def _show_multfactor_combobox(self):
1784	"""
1785	Show the comboBox of muitfactor of CoreMultiShellModel
1786	"""
1787	if not self.mutifactor_text.IsShown():
1788	self.mutifactor_text.Show(True)
1789	self.mutifactor_text1.Show(True)
1790	if not self.multifactorbox.IsShown():
1791	self.multifactorbox.Show(True)
1792
1793	def _hide_multfactor_combobox(self):
1794	"""
1795	Hide the comboBox of muitfactor of CoreMultiShellModel
1796	"""
1797	if self.mutifactor_text.IsShown():
1798	self.mutifactor_text.Hide()
1799	self.mutifactor_text1.Hide()
1800	if self.multifactorbox.IsShown():
1801	self.multifactorbox.Hide()
1802
1803	def formfactor_combo_init(self):
1804	"""
1805	First time calls _show_combox_helper
1806	"""
1807	self._show_combox(None)
1808
1809	def _show_combox_helper(self):
1810	"""
1811	Fill panel's combo box according to the type of model selected
1812	"""
1813	custom_model = 'Customized Models'
1814	mod_cat = self.categorybox.GetStringSelection()
1815	self.structurebox.SetSelection(0)
1816	self.structurebox.Disable()
1817	self.formfactorbox.Clear()
1818	if mod_cat == None:
1819	return
1820	m_list = []
1821	try:
1822	if mod_cat == custom_model:
1823	for model in self.model_list_box[mod_cat]:
1824	m_list.append(self.model_dict[model.name])
1825	else:
1826	cat_dic = self.master_category_dict[mod_cat]
1827	for (model, enabled) in cat_dic:
1828	if enabled:
1829	m_list.append(self.model_dict[model])
1830	except Exception:
1831	msg = traceback.format_exc()
1832	wx.PostEvent(self._manager.parent,
1833	StatusEvent(status=msg, info="error"))
1834	self._populate_box(self.formfactorbox, m_list)
1835
1836	def _on_modify_cat(self, event=None):
1837	"""
1838	Called when category manager is opened
1839	"""
1840	self._manager.parent.on_category_panel(event)
1841
1842	def _show_combox(self, event=None):
1843	"""
1844	Show combox box associate with type of model selected
1845	"""
1846	self.Show(False)
1847	self._show_combox_helper()
1848	self._on_select_model(event=None)
1849	self.Show(True)
1850	self._save_typeOfmodel()
1851	self.sizer4_4.Layout()
1852	self.sizer4.Layout()
1853	self.Layout()
1854	self.Refresh()
1855
1856	def _populate_box(self, combobox, list):
1857	"""
1858	fill combox box with dict item
1859
1860	:param list: contains item to fill the combox
1861	item must model class
1862	"""
1863	mlist = []
1864	for models in list:
1865	if models.name != "NoStructure":
1866	mlist.append((models.name, models))
1867
1868	# Sort the models
1869	mlist_sorted = sorted(mlist)
1870	for item in mlist_sorted:
1871	combobox.Append(item[0], item[1])
1872	return 0
1873
1874	def _onQrangeEnter(self, event):
1875	"""
1876	Check validity of value enter in the Q range field
1877
1878	"""
1879	tcrtl = event.GetEventObject()
1880	#Clear msg if previously shown.
1881	msg = ""
1882	wx.PostEvent(self.parent, StatusEvent(status=msg))
1883	# Flag to register when a parameter has changed.
1884	if tcrtl.GetValue().lstrip().rstrip() != "":
1885	try:
1886	float(tcrtl.GetValue())
1887	tcrtl.SetBackgroundColour(wx.WHITE)
1888	# If qmin and qmax have been modified, update qmin and qmax
1889	if self._validate_qrange(self.qmin, self.qmax):
1890	tempmin = float(self.qmin.GetValue())
1891	if tempmin != self.qmin_x:
1892	self.qmin_x = tempmin
1893	tempmax = float(self.qmax.GetValue())
1894	if tempmax != self.qmax_x:
1895	self.qmax_x = tempmax
1896	else:
1897	tcrtl.SetBackgroundColour("pink")
1898	msg = "Model Error: wrong value entered: %s" % \
1899	sys.exc_info()[1]
1900	wx.PostEvent(self.parent, StatusEvent(status=msg))
1901	return
1902	except:
1903	tcrtl.SetBackgroundColour("pink")
1904	msg = "Model Error: wrong value entered: %s" % sys.exc_info()[1]
1905	wx.PostEvent(self.parent, StatusEvent(status=msg))
1906	return
1907	#Check if # of points for theory model are valid(>0).
1908	if self.npts != None:
1909	if check_float(self.npts):
1910	temp_npts = float(self.npts.GetValue())
1911	if temp_npts != self.num_points:
1912	self.num_points = temp_npts
1913	else:
1914	msg = "Cannot plot: No points in Q range!!! "
1915	wx.PostEvent(self.parent, StatusEvent(status=msg))
1916	else:
1917	tcrtl.SetBackgroundColour("pink")
1918	msg = "Model Error: wrong value entered!!!"
1919	wx.PostEvent(self.parent, StatusEvent(status=msg))
1920	self.save_current_state()
1921	event = PageInfoEvent(page=self)
1922	wx.PostEvent(self.parent, event)
1923	self.state_change = False
1924	#Draw the model for a different range
1925	if not self.data.is_data:
1926	self.create_default_data()
1927	self._draw_model()
1928
1929	def _theory_qrange_enter(self, event):
1930	"""
1931	Check validity of value enter in the Q range field
1932	"""
1933
1934	tcrtl = event.GetEventObject()
1935	#Clear msg if previously shown.
1936	msg = ""
1937	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1938	# Flag to register when a parameter has changed.
1939	is_modified = False
1940	if tcrtl.GetValue().lstrip().rstrip() != "":
1941	try:
1942	value = float(tcrtl.GetValue())
1943	tcrtl.SetBackgroundColour(wx.WHITE)
1944
1945	# If qmin and qmax have been modified, update qmin and qmax
1946	if self._validate_qrange(self.theory_qmin, self.theory_qmax):
1947	tempmin = float(self.theory_qmin.GetValue())
1948	if tempmin != self.theory_qmin_x:
1949	self.theory_qmin_x = tempmin
1950	tempmax = float(self.theory_qmax.GetValue())
1951	if tempmax != self.qmax_x:
1952	self.theory_qmax_x = tempmax
1953	else:
1954	tcrtl.SetBackgroundColour("pink")
1955	msg = "Model Error: wrong value entered: %s" % \
1956	sys.exc_info()[1]
1957	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1958	return
1959	except:
1960	tcrtl.SetBackgroundColour("pink")
1961	msg = "Model Error: wrong value entered: %s" % sys.exc_info()[1]
1962	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1963	return
1964	#Check if # of points for theory model are valid(>0).
1965	if self.Npts_total.IsEditable():
1966	if check_float(self.Npts_total):
1967	temp_npts = float(self.Npts_total.GetValue())
1968	if temp_npts != self.num_points:
1969	self.num_points = temp_npts
1970	is_modified = True
1971	else:
1972	msg = "Cannot Plot: No points in Q range!!! "
1973	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1974	else:
1975	tcrtl.SetBackgroundColour("pink")
1976	msg = "Model Error: wrong value entered!!!"
1977	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1978	self.save_current_state()
1979	event = PageInfoEvent(page=self)
1980	wx.PostEvent(self.parent, event)
1981	self.state_change = False
1982	#Draw the model for a different range
1983	self.create_default_data()
1984	self._draw_model()
1985
1986	def _on_select_model_helper(self):
1987	"""
1988	call back for model selection
1989	"""
1990	## reset dictionary containing reference to dispersion
1991	self._disp_obj_dict = {}
1992	self.disp_cb_dict = {}
1993	self.temp_multi_functional = False
1994	f_id = self.formfactorbox.GetCurrentSelection()
1995	#For MAC
1996	form_factor = None
1997	if f_id >= 0:
1998	form_factor = self.formfactorbox.GetClientData(f_id)
1999
2000	if form_factor is None or \
2001	not hasattr(form_factor, 'is_form_factor') or \
2002	not form_factor.is_form_factor:
2003	self.structurebox.Hide()
2004	self.text2.Hide()
2005	self.structurebox.Disable()
2006	self.structurebox.SetSelection(0)
2007	self.text2.Disable()
2008	else:
2009	self.structurebox.Show()
2010	self.text2.Show()
2011	self.structurebox.Enable()
2012	self.text2.Enable()
2013
2014	if form_factor != None:
2015	# set multifactor for Mutifunctional models
2016	if form_factor.is_multiplicity_model:
2017	m_id = self.multifactorbox.GetCurrentSelection()
2018	multiplicity = form_factor.multiplicity_info[0]
2019	self.multifactorbox.Clear()
2020	self._set_multfactor_combobox(multiplicity)
2021	self._show_multfactor_combobox()
2022	#ToDo: this info should be called directly from the model
2023	text = form_factor.multiplicity_info[1] # 'No. of Shells: '
2024
2025	self.mutifactor_text.SetLabel(text)
2026	if m_id > multiplicity - 1:
2027	# default value
2028	m_id = 1
2029
2030	self.multi_factor = self.multifactorbox.GetClientData(m_id)
2031	if self.multi_factor == None:
2032	self.multi_factor = 0
2033	self.multifactorbox.SetSelection(m_id)
2034	# Check len of the text1 and max_multiplicity
2035	text = ''
2036	if form_factor.multiplicity_info[0] == \
2037	len(form_factor.multiplicity_info[2]):
2038	text = form_factor.multiplicity_info[2][self.multi_factor]
2039	self.mutifactor_text1.SetLabel(text)
2040	# Check if model has get sld profile.
2041	if len(form_factor.multiplicity_info[3]) > 0:
2042	self.sld_axes = form_factor.multiplicity_info[3]
2043	self.show_sld_button.Show(True)
2044	else:
2045	self.sld_axes = ""
2046	else:
2047	self._hide_multfactor_combobox()
2048	self.show_sld_button.Hide()
2049	self.multi_factor = None
2050	else:
2051	self._hide_multfactor_combobox()
2052	self.show_sld_button.Hide()
2053	self.multi_factor = None
2054
2055	s_id = self.structurebox.GetCurrentSelection()
2056	struct_factor = self.structurebox.GetClientData(s_id)
2057
2058	if struct_factor != None:
2059	from sas.sascalc.fit.MultiplicationModel import MultiplicationModel
2060	self.model = MultiplicationModel(form_factor(self.multi_factor),
2061	struct_factor())
2062	# multifunctional form factor
2063	if len(form_factor.non_fittable) > 0:
2064	self.temp_multi_functional = True
2065	elif form_factor != None:
2066	if self.multi_factor is not None:
2067	self.model = form_factor(self.multi_factor)
2068	else:
2069	# old style plugin models do not accept a multiplicity argument
2070	self.model = form_factor()
2071	else:
2072	self.model = None
2073	return
2074
2075	# check if model has magnetic parameters
2076	if len(self.model.magnetic_params) > 0:
2077	self._has_magnetic = True
2078	else:
2079	self._has_magnetic = False
2080	## post state to fit panel
2081	self.state.parameters = []
2082	self.state.model = self.model
2083	self.state.qmin = self.qmin_x
2084	self.state.multi_factor = self.multi_factor
2085	self.disp_list = self.model.getDispParamList()
2086	self.state.disp_list = self.disp_list
2087	self.on_set_focus(None)
2088	self.Layout()
2089
2090
2091	def _validate_qrange(self, qmin_ctrl, qmax_ctrl):
2092	"""
2093	Verify that the Q range controls have valid values
2094	and that Qmin < Qmax.
2095
2096	:param qmin_ctrl: text control for Qmin
2097	:param qmax_ctrl: text control for Qmax
2098
2099	:return: True is the Q range is value, False otherwise
2100
2101	"""
2102	qmin_validity = check_float(qmin_ctrl)
2103	qmax_validity = check_float(qmax_ctrl)
2104	if not (qmin_validity and qmax_validity):
2105	return False
2106	else:
2107	qmin = float(qmin_ctrl.GetValue())
2108	qmax = float(qmax_ctrl.GetValue())
2109	if qmin < qmax:
2110	#Make sure to set both colours white.
2111	qmin_ctrl.SetBackgroundColour(wx.WHITE)
2112	qmin_ctrl.Refresh()
2113	qmax_ctrl.SetBackgroundColour(wx.WHITE)
2114	qmax_ctrl.Refresh()
2115	else:
2116	qmin_ctrl.SetBackgroundColour("pink")
2117	qmin_ctrl.Refresh()
2118	qmax_ctrl.SetBackgroundColour("pink")
2119	qmax_ctrl.Refresh()
2120	msg = "Invalid Q range: Q min must be smaller than Q max"
2121	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2122	return False
2123	return True
2124
2125	def _validate_Npts(self):
2126	"""
2127	Validate the number of points for fitting is more than 10 points.
2128	If valid, setvalues Npts_fit otherwise post msg.
2129	"""
2130	#default flag
2131	flag = True
2132	# Theory
2133	if self.data == None and self.enable2D:
2134	return flag
2135	for data in self.data_list:
2136	# q value from qx and qy
2137	radius = numpy.sqrt(data.qx_data * data.qx_data +
2138	data.qy_data * data.qy_data)
2139	#get unmasked index
2140	index_data = (float(self.qmin.GetValue()) <= radius) & \
2141	(radius <= float(self.qmax.GetValue()))
2142	index_data = (index_data) & (data.mask)
2143	index_data = (index_data) & (numpy.isfinite(data.data))
2144
2145	if len(index_data[index_data]) < 10:
2146	# change the color pink.
2147	self.qmin.SetBackgroundColour("pink")
2148	self.qmin.Refresh()
2149	self.qmax.SetBackgroundColour("pink")
2150	self.qmax.Refresh()
2151	msg = "Data Error: "
2152	msg += "Too few points in %s." % data.name
2153	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2154	self.fitrange = False
2155	flag = False
2156	else:
2157	self.Npts_fit.SetValue(str(len(index_data[index_data == True])))
2158	self.fitrange = True
2159
2160	return flag
2161
2162	def _validate_Npts_1D(self):
2163	"""
2164	Validate the number of points for fitting is more than 5 points.
2165	If valid, setvalues Npts_fit otherwise post msg.
2166	"""
2167	#default flag
2168	flag = True
2169	# Theory
2170	if self.data == None:
2171	return flag
2172	for data in self.data_list:
2173	# q value from qx and qy
2174	radius = data.x
2175	#get unmasked index
2176	index_data = (float(self.qmin.GetValue()) <= radius) & \
2177	(radius <= float(self.qmax.GetValue()))
2178	index_data = (index_data) & (numpy.isfinite(data.y))
2179
2180	if len(index_data[index_data]) < 5:
2181	# change the color pink.
2182	self.qmin.SetBackgroundColour("pink")
2183	self.qmin.Refresh()
2184	self.qmax.SetBackgroundColour("pink")
2185	self.qmax.Refresh()
2186	msg = "Data Error: "
2187	msg += "Too few points in %s." % data.name
2188	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2189	self.fitrange = False
2190	flag = False
2191	else:
2192	self.Npts_fit.SetValue(str(len(index_data[index_data == True])))
2193	self.fitrange = True
2194
2195	return flag
2196
2197	def _check_value_enter(self, list):
2198	"""
2199	:param list: model parameter and panel info
2200	:Note: each item of the list should be as follow:
2201	item=[check button state, parameter's name,
2202	paramater's value, string="+/-",
2203	parameter's error of fit,
2204	parameter's minimum value,
2205	parameter's maximum value ,
2206	parameter's units]
2207
2208	Returns True if the model parameters have changed.
2209	"""
2210	is_modified = False
2211	for item in list:
2212	#skip angle parameters for 1D
2213	if not self.enable2D and item in self.orientation_params:
2214	continue
2215
2216	value_ctrl = item[2]
2217	if not value_ctrl.IsEnabled():
2218	# ArrayDispersion disables PD, Min, Max, Npts, Nsigs
2219	continue
2220
2221	name = item[1]
2222	value_str = value_ctrl.GetValue().strip()
2223	if name.endswith(".npts"):
2224	validity = check_int(value_ctrl)
2225	if not validity:
2226	continue
2227	value = int(value_str)
2228
2229	elif name.endswith(".nsigmas"):
2230	validity = check_float(value_ctrl)
2231	if not validity:
2232	continue
2233	value = float(value_str)
2234
2235	else: # value or polydispersity
2236
2237	# Check that min, max and value are floats
2238	min_ctrl, max_ctrl = item[5], item[6]
2239	min_str = min_ctrl.GetValue().strip()
2240	max_str = max_ctrl.GetValue().strip()
2241	validity = check_float(value_ctrl)
2242	if min_str != "":
2243	validity = validity and check_float(min_ctrl)
2244	if max_str != "":
2245	validity = validity and check_float(max_ctrl)
2246	if not validity:
2247	continue
2248
2249	# Check that min is less than max
2250	low = -numpy.inf if min_str == "" else float(min_str)
2251	high = numpy.inf if max_str == "" else float(max_str)
2252	if high < low:
2253	min_ctrl.SetBackgroundColour("pink")
2254	min_ctrl.Refresh()
2255	max_ctrl.SetBackgroundColour("pink")
2256	max_ctrl.Refresh()
2257	#msg = "Invalid fit range for %s: min must be smaller than max"%name
2258	#wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2259	continue
2260
2261	# Force value between min and max
2262	value = float(value_str)
2263	if value < low:
2264	value = low
2265	value_ctrl.SetValue(format_number(value))
2266	elif value > high:
2267	value = high
2268	value_ctrl.SetValue(format_number(value))
2269
2270	if name not in self.model.details.keys():
2271	self.model.details[name] = ["", None, None]
2272	old_low, old_high = self.model.details[name][1:3]
2273	if old_low != low or old_high != high:
2274	# The configuration has changed but it won't change the
2275	# computed curve so no need to set is_modified to True
2276	#is_modified = True
2277	self.model.details[name][1:3] = low, high
2278
2279	# Update value in model if it has changed
2280	if value != self.model.getParam(name):
2281	self.model.setParam(name, value)
2282	is_modified = True
2283
2284	return is_modified
2285
2286	def _set_dipers_Param(self, event):
2287	"""
2288	respond to self.enable_disp and self.disable_disp radio box.
2289	The dispersity object is reset inside the model into Gaussian.
2290	When the user select yes , this method display a combo box for
2291	more selection when the user selects No,the combo box disappears.
2292	Redraw the model with the default dispersity (Gaussian)
2293	"""
2294	## On selction if no model exists.
2295	if self.model == None:
2296	self.disable_disp.SetValue(True)
2297	msg = "Please select a Model first..."
2298	wx.MessageBox(msg, 'Info')
2299	wx.PostEvent(self._manager.parent,
2300	StatusEvent(status="Polydispersion: %s" % msg))
2301	return
2302
2303	self._reset_dispersity()
2304
2305	if self.model == None:
2306	self.model_disp.Hide()
2307	self.sizer4_4.Clear(True)
2308	return
2309
2310	if self.enable_disp.GetValue():
2311	## layout for model containing no dispersity parameters
2312
2313	self.disp_list = self.model.getDispParamList()
2314
2315	if len(self.disp_list) == 0 and len(self.disp_cb_dict) == 0:
2316	self._layout_sizer_noDipers()
2317	else:
2318	## set gaussian sizer
2319	self._on_select_Disp(event=None)
2320	else:
2321	self.sizer4_4.Clear(True)
2322
2323	## post state to fit panel
2324	self.save_current_state()
2325	if event != None:
2326	event = PageInfoEvent(page=self)
2327	wx.PostEvent(self.parent, event)
2328	#draw the model with the current dispersity
2329
2330	#Wojtek P, Oct 8, 2016: Calling draw_model seems to be unessecary.
2331	#By comenting it we save an extra Iq calculation
2332	#self._draw_model()
2333
2334	## Need to use FitInside again here to replace the next four lines.
2335	## Otherwised polydispersity off does not resize the scrollwindow.
2336	## PDB Nov 28, 2015
2337	self.FitInside()
2338	# self.sizer4_4.Layout()
2339	# self.sizer5.Layout()
2340	# self.Layout()
2341	# self.Refresh()
2342
2343	def _layout_sizer_noDipers(self):
2344	"""
2345	Draw a sizer with no dispersity info
2346	"""
2347	ix = 0
2348	iy = 1
2349	self.fittable_param = []
2350	self.fixed_param = []
2351	self.orientation_params_disp = []
2352
2353	self.sizer4_4.Clear(True)
2354	text = "No polydispersity available for this model"
2355	model_disp = wx.StaticText(self, wx.ID_ANY, text)
2356	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
2357	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 10)
2358	self.sizer4_4.Layout()
2359	self.sizer4.Layout()
2360
2361	def _reset_dispersity(self):
2362	"""
2363	put gaussian dispersity into current model
2364	"""
2365	if len(self.param_toFit) > 0:
2366	for item in self.fittable_param:
2367	if item in self.param_toFit:
2368	self.param_toFit.remove(item)
2369
2370	for item in self.orientation_params_disp:
2371	if item in self.param_toFit:
2372	self.param_toFit.remove(item)
2373
2374	self.fittable_param = []
2375	self.fixed_param = []
2376	self.orientation_params_disp = []
2377	self.values = {}
2378	self.weights = {}
2379
2380	#from sas.models.dispersion_models import GaussianDispersion
2381	from sasmodels.weights import GaussianDispersion
2382	if len(self.disp_cb_dict) == 0:
2383	self.save_current_state()
2384	self.sizer4_4.Clear(True)
2385	self.Layout()
2386	return
2387	if (len(self.disp_cb_dict) > 0):
2388	for p in self.disp_cb_dict:
2389	# The parameter was un-selected.
2390	# Go back to Gaussian model (with 0 pts)
2391	disp_model = GaussianDispersion()
2392
2393	self._disp_obj_dict[p] = disp_model
2394	# Set the new model as the dispersion object
2395	# for the selected parameter
2396	try:
2397	self.model.set_dispersion(p, disp_model)
2398	except Exception:
2399	logging.error(traceback.format_exc())
2400
2401	## save state into
2402	self.save_current_state()
2403	self.Layout()
2404	self.Refresh()
2405
2406	def _on_select_Disp(self, event):
2407	"""
2408	allow selecting different dispersion
2409	self.disp_list should change type later .now only gaussian
2410	"""
2411	self._set_sizer_dispersion()
2412
2413	## Redraw the model
2414	self._draw_model()
2415	#self._undo.Enable(True)
2416	event = PageInfoEvent(page=self)
2417	wx.PostEvent(self.parent, event)
2418
2419	self.sizer4_4.Layout()
2420	self.sizer4.Layout()
2421	self.SetupScrolling()
2422
2423	def _on_disp_func(self, event=None):
2424	"""
2425	Select a distribution function for the polydispersion
2426
2427	:Param event: ComboBox event
2428	"""
2429	# get ready for new event
2430	if event != None:
2431	event.Skip()
2432	# Get event object
2433	disp_box = event.GetEventObject()
2434
2435	# Try to select a Distr. function
2436	try:
2437	disp_box.SetBackgroundColour("white")
2438	selection = disp_box.GetCurrentSelection()
2439	param_name = disp_box.Name.split('.')[0]
2440	disp_name = disp_box.GetValue()
2441	dispersity = disp_box.GetClientData(selection)
2442
2443	#disp_model = GaussianDispersion()
2444	disp_model = dispersity()
2445	# Get param names to reset the values of the param
2446	name1 = param_name + ".width"
2447	name2 = param_name + ".npts"
2448	name3 = param_name + ".nsigmas"
2449	# Check Disp. function whether or not it is 'array'
2450	if disp_name.lower() == "array":
2451	value2 = ""
2452	value3 = ""
2453	value1 = self._set_array_disp(name=name1, disp=disp_model)
2454	else:
2455	self._del_array_values(name1)
2456	#self._reset_array_disp(param_name)
2457	self._disp_obj_dict[name1] = disp_model
2458	self.model.set_dispersion(param_name, disp_model)
2459	self.state._disp_obj_dict[name1] = disp_model.type
2460
2461	value1 = str(format_number(self.model.getParam(name1), True))
2462	value2 = str(format_number(self.model.getParam(name2)))
2463	value3 = str(format_number(self.model.getParam(name3)))
2464	# Reset fittable polydispersin parameter value
2465	for item in self.fittable_param:
2466	if item[1] == name1:
2467	item[2].SetValue(value1)
2468	item[5].SetValue("")
2469	item[6].SetValue("")
2470	# Disable for array
2471	if disp_name.lower() == "array":
2472	item[0].SetValue(False)
2473	item[0].Disable()
2474	item[2].Disable()
2475	item[3].Show(False)
2476	item[4].Show(False)
2477	item[5].Disable()
2478	item[6].Disable()
2479	else:
2480	item[0].Enable()
2481	item[2].Enable()
2482	item[3].Show(True)
2483	item[4].Show(True)
2484	item[5].Enable()
2485	item[6].Enable()
2486	break
2487	# Reset fixed polydispersion params
2488	for item in self.fixed_param:
2489	if item[1] == name2:
2490	item[2].SetValue(value2)
2491	# Disable Npts for array
2492	if disp_name.lower() == "array":
2493	item[2].Disable()
2494	else:
2495	item[2].Enable()
2496	if item[1] == name3:
2497	item[2].SetValue(value3)
2498	# Disable Nsigs for array
2499	if disp_name.lower() == "array":
2500	item[2].Disable()
2501	else:
2502	item[2].Enable()
2503
2504	# Make sure the check box updated when all checked
2505	if self.cb1.GetValue():
2506	#self.select_all_param(None)
2507	self.get_all_checked_params()
2508
2509	# update params
2510	self._update_paramv_on_fit()
2511	# draw
2512	self._draw_model()
2513	self.Refresh()
2514	except Exception:
2515	logging.error(traceback.format_exc())
2516	# Error msg
2517	msg = "Error occurred:"
2518	msg += " Could not select the distribution function..."
2519	msg += " Please select another distribution function."
2520	disp_box.SetBackgroundColour("pink")
2521	# Focus on Fit button so that users can see the pinky box
2522	self.btFit.SetFocus()
2523	wx.PostEvent(self._manager.parent,
2524	StatusEvent(status=msg, info="error"))
2525
2526	def _set_array_disp(self, name=None, disp=None):
2527	"""
2528	Set array dispersion
2529
2530	:param name: name of the parameter for the dispersion to be set
2531	:param disp: the polydisperion object
2532	"""
2533	# The user wants this parameter to be averaged.
2534	# Pop up the file selection dialog.
2535	path = self._selectDlg()
2536	# Array data
2537	values = []
2538	weights = []
2539	# If nothing was selected, just return
2540	if path is None:
2541	self.disp_cb_dict[name].SetValue(False)
2542	#self.noDisper_rbox.SetValue(True)
2543	return
2544	self._default_save_location = os.path.dirname(path)
2545	if self._manager != None:
2546	self._manager.parent._default_save_location = \
2547	self._default_save_location
2548
2549	basename = os.path.basename(path)
2550	values, weights = self.read_file(path)
2551
2552	# If any of the two arrays is empty, notify the user that we won't
2553	# proceed
2554	if len(self.param_toFit) > 0:
2555	if name in self.param_toFit:
2556	self.param_toFit.remove(name)
2557
2558	# Tell the user that we are about to apply the distribution
2559	msg = "Applying loaded %s distribution: %s" % (name, path)
2560	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2561	self._set_array_disp_model(name=name, disp=disp,
2562	values=values, weights=weights)
2563	return basename
2564
2565	def _set_array_disp_model(self, name=None, disp=None,
2566	values=[], weights=[]):
2567	"""
2568	Set array dispersion model
2569
2570	:param name: name of the parameter for the dispersion to be set
2571	:param disp: the polydisperion object
2572	"""
2573	disp.set_weights(values, weights)
2574	self._disp_obj_dict[name] = disp
2575	self.model.set_dispersion(name.split('.')[0], disp)
2576	self.state._disp_obj_dict[name] = disp.type
2577	self.values[name] = values
2578	self.weights[name] = weights
2579	# Store the object to make it persist outside the
2580	# scope of this method
2581	#TODO: refactor model to clean this up?
2582	self.state.values = {}
2583	self.state.weights = {}
2584	self.state.values = copy.deepcopy(self.values)
2585	self.state.weights = copy.deepcopy(self.weights)
2586
2587	# Set the new model as the dispersion object for the
2588	#selected parameter
2589	#self.model.set_dispersion(p, disp_model)
2590	# Store a reference to the weights in the model object
2591	#so that
2592	# it's not lost when we use the model within another thread.
2593	self.state.model = self.model.clone()
2594	self.model._persistency_dict[name.split('.')[0]] = \
2595	[values, weights]
2596	self.state.model._persistency_dict[name.split('.')[0]] = \
2597	[values, weights]
2598
2599	def _del_array_values(self, name=None):
2600	"""
2601	Reset array dispersion
2602
2603	:param name: name of the parameter for the dispersion to be set
2604	"""
2605	# Try to delete values and weight of the names array dic if exists
2606	try:
2607	if name in self.values:
2608	del self.values[name]
2609	del self.weights[name]
2610	# delete all other dic
2611	del self.state.values[name]
2612	del self.state.weights[name]
2613	del self.model._persistency_dict[name.split('.')[0]]
2614	del self.state.model._persistency_dict[name.split('.')[0]]
2615	except Exception:
2616	logging.error(traceback.format_exc())
2617
2618	def _lay_out(self):
2619	"""
2620	returns self.Layout
2621
2622	:Note: Mac seems to like this better when self.
2623	Layout is called after fitting.
2624	"""
2625	self._sleep4sec()
2626	self.Layout()
2627	return
2628
2629	def _sleep4sec(self):
2630	"""
2631	sleep for 1 sec only applied on Mac
2632	Note: This 1sec helps for Mac not to crash on self.
2633	Layout after self._draw_model
2634	"""
2635	if ON_MAC == True:
2636	time.sleep(1)
2637
2638	def _find_polyfunc_selection(self, disp_func=None):
2639	"""
2640	FInd Comboox selection from disp_func
2641
2642	:param disp_function: dispersion distr. function
2643	"""
2644	# Find the selection
2645	if disp_func is not None:
2646	try:
2647	return POLYDISPERSITY_MODELS.values().index(disp_func.__class__)
2648	except ValueError:
2649	pass # Fall through to default class
2650	return POLYDISPERSITY_MODELS.keys().index('gaussian')
2651
2652	def on_reset_clicked(self, event):
2653	"""
2654	On 'Reset' button for Q range clicked
2655	"""
2656	flag = True
2657	##For 3 different cases: Data2D, Data1D, and theory
2658	if self.model == None:
2659	msg = "Please select a model first..."
2660	wx.MessageBox(msg, 'Info')
2661	flag = False
2662	return
2663
2664	elif self.data.__class__.__name__ == "Data2D":
2665	data_min = 0
2666	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
2667	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
2668	self.qmin_x = data_min
2669	self.qmax_x = math.sqrt(x * x + y * y)
2670	#self.data.mask = numpy.ones(len(self.data.data),dtype=bool)
2671	# check smearing
2672	if not self.disable_smearer.GetValue():
2673	## set smearing value whether or
2674	# not the data contain the smearing info
2675	if self.pinhole_smearer.GetValue():
2676	flag = self.update_pinhole_smear()
2677	else:
2678	flag = True
2679
2680	elif self.data == None:
2681	self.qmin_x = _QMIN_DEFAULT
2682	self.qmax_x = _QMAX_DEFAULT
2683	self.num_points = _NPTS_DEFAULT
2684	self.state.npts = self.num_points
2685
2686	elif self.data.__class__.__name__ != "Data2D":
2687	self.qmin_x = min(self.data.x)
2688	self.qmax_x = max(self.data.x)
2689	# check smearing
2690	if not self.disable_smearer.GetValue():
2691	## set smearing value whether or
2692	# not the data contain the smearing info
2693	if self.slit_smearer.GetValue():
2694	flag = self.update_slit_smear()
2695	elif self.pinhole_smearer.GetValue():
2696	flag = self.update_pinhole_smear()
2697	else:
2698	flag = True
2699	else:
2700	flag = False
2701
2702	if flag == False:
2703	msg = "Cannot Plot :Must enter a number!!! "
2704	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2705	else:
2706	# set relative text ctrs.
2707	self.qmin.SetValue(str(self.qmin_x))
2708	self.qmax.SetValue(str(self.qmax_x))
2709	self.show_npts2fit()
2710	# At this point, some button and variables satatus (disabled?)
2711	# should be checked such as color that should be reset to
2712	# white in case that it was pink.
2713	self._onparamEnter_helper()
2714
2715	self.save_current_state()
2716	self.state.qmin = self.qmin_x
2717	self.state.qmax = self.qmax_x
2718
2719	#reset the q range values
2720	self._reset_plotting_range(self.state)
2721	self._draw_model()
2722
2723	def select_log(self, event):
2724	"""
2725	Log checked to generate log spaced points for theory model
2726	"""
2727
2728	def get_images(self):
2729	"""
2730	Get the images of the plots corresponding this panel for report
2731
2732	: return graphs: list of figures
2733	: Need Move to guiframe
2734	"""
2735	# set list of graphs
2736	graphs = []
2737	canvases = []
2738	res_item = None
2739	# call gui_manager
2740	gui_manager = self._manager.parent
2741	# loops through the panels [dic]
2742	for _, item2 in gui_manager.plot_panels.iteritems():
2743	data_title = self.data.group_id
2744	# try to get all plots belonging to this control panel
2745	try:
2746	g_id = item2.group_id
2747	if g_id == data_title or \
2748	str(g_id).count("res" + str(self.graph_id)) or \
2749	str(g_id).count(str(self.uid)) > 0:
2750	if str(g_id).count("res" + str(self.graph_id)) > 0:
2751	res_item = [item2.figure, item2.canvas]
2752	else:
2753	# append to the list
2754	graphs.append(item2.figure)
2755	canvases.append(item2.canvas)
2756	except Exception:
2757	# Not for control panels
2758	logging.error(traceback.format_exc())
2759	# Make sure the resduals plot goes to the last
2760	if res_item != None:
2761	graphs.append(res_item[0])
2762	canvases.append(res_item[1])
2763	# return the list of graphs
2764	return graphs, canvases
2765
2766	def on_function_help_clicked(self, event):
2767	"""
2768	Function called when 'Help' button is pressed next to model
2769	of interest. This calls DocumentationWindow from
2770	documentation_window.py. It will load the top level of the model
2771	help documenation sphinx generated html if no model is presented.
2772	If a model IS present then if documention for that model exists
2773	it will load to that point otherwise again it will go to the top.
2774	For Wx2.8 and below is used (i.e. non-released through installer)
2775	a browser is loaded and the top of the model documentation only is
2776	accessible because webbrowser module does not pass anything after
2777	the # to the browser.
2778
2779	:param evt: on Help Button pressed event
2780	"""
2781
2782	if self.model != None:
2783	name = self.formfactorbox.GetValue()
2784	_TreeLocation = 'user/models/'+ name.lower()+'.html'
2785	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation,
2786	"", name + " Help")
2787	else:
2788	_TreeLocation = 'user/index.html'
2789	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation,
2790	"", "General Model Help")
2791
2792
2793	def on_model_help_clicked(self, event):
2794	"""
2795	Function called when 'Description' button is pressed next to model
2796	of interest. This calls the Description embedded in the model. This
2797	should work with either Wx2.8 and lower or higher. If no model is
2798	selected it will give the message that a model must be chosen first
2799	in the box that would normally contain the description. If a badly
2800	behaved model is encountered which has no description then it will
2801	give the message that none is available.
2802
2803	:param evt: on Description Button pressed event
2804	"""
2805
2806	if self.model == None:
2807	name = 'index.html'
2808	else:
2809	name = self.formfactorbox.GetValue()
2810
2811	msg = 'Model description:\n'
2812	info = "Info"
2813	if self.model != None:
2814	# frame.Destroy()
2815	if str(self.model.description).rstrip().lstrip() == '':
2816	msg += "Sorry, no information is available for this model."
2817	else:
2818	msg += self.model.description + '\n'
2819	wx.MessageBox(msg, info)
2820	else:
2821	msg += "You must select a model to get information on this"
2822	wx.MessageBox(msg, info)
2823
2824	def _on_mag_angle_help(self, event):
2825	"""
2826	Bring up Magnetic Angle definition bmp image whenever the ? button
2827	is clicked. Calls DocumentationWindow with the path of the location
2828	within the documentation tree (after /doc/ ....". When using old
2829	versions of Wx (i.e. before 2.9 and therefore not part of release
2830	versions distributed via installer) it brings up an image viewer
2831	box which allows the user to click through the rest of the images in
2832	the directory. Not ideal but probably better than alternative which
2833	would bring up the entire discussion of how magnetic models work?
2834	Specially since it is not likely to be accessed. The normal release
2835	versions bring up the normal image box.
2836
2837	:param evt: Triggers on clicking ? in Magnetic Angles? box
2838	"""
2839
2840	_TreeLocation = "_images/M_angles_pic.bmp"
2841	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
2842	"Magnetic Angle Defintions")
2843
2844	def _on_mag_help(self, event):
2845	"""
2846	Bring up Magnetic Angle definition bmp image whenever the ? button
2847	is clicked. Calls DocumentationWindow with the path of the location
2848	within the documentation tree (after /doc/ ....". When using old
2849	versions of Wx (i.e. before 2.9 and therefore not part of release
2850	versions distributed via installer) it brings up an image viewer
2851	box which allows the user to click through the rest of the images in
2852	the directory. Not ideal but probably better than alternative which
2853	would bring up the entire discussion of how magnetic models work?
2854	Specially since it is not likely to be accessed. The normal release
2855	versions bring up the normal image box.
2856
2857	:param evt: Triggers on clicking ? in Magnetic Angles? box
2858	"""
2859
2860	_TreeLocation = "user/magnetism.html"
2861	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
2862	"Polarized Beam/Magnetc Help")
2863
2864	def _on_mag_on(self, event):
2865	"""
2866	Magnetic Parameters ON/OFF
2867	"""
2868	button = event.GetEventObject()
2869
2870	if button.GetLabel().count('ON') > 0:
2871	self.magnetic_on = True
2872	button.SetLabel("Magnetic OFF")
2873	m_value = 1.0e-06
2874	for key in self.model.magnetic_params:
2875	if key.count('M0') > 0:
2876	self.model.setParam(key, m_value)
2877	m_value += 0.5e-06
2878	else:
2879	self.magnetic_on = False
2880	button.SetLabel("Magnetic ON")
2881	for key in self.model.magnetic_params:
2882	if key.count('M0') > 0:
2883	#reset mag value to zero fo safety
2884	self.model.setParam(key, 0.0)
2885
2886	self.Show(False)
2887	self.set_model_param_sizer(self.model)
2888	#self._set_sizer_dispersion()
2889	self.state.magnetic_on = self.magnetic_on
2890	self.SetupScrolling()
2891	self.Show(True)
2892
2893	def on_pd_help_clicked(self, event):
2894	"""
2895	Bring up Polydispersity Documentation whenever the ? button is clicked.
2896	Calls DocumentationWindow with the path of the location within the
2897	documentation tree (after /doc/ ....". Note that when using old
2898	versions of Wx (before 2.9) and thus not the release version of
2899	istallers, the help comes up at the top level of the file as
2900	webbrowser does not pass anything past the # to the browser when it is
2901	running "file:///...."
2902
2903	:param evt: Triggers on clicking ? in polydispersity box
2904	"""
2905
2906	_TreeLocation = "user/sasgui/perspectives/fitting/pd_help.html"
2907	_PageAnchor = ""
2908	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation,
2909	_PageAnchor, "Polydispersity Help")
2910
2911	def on_left_down(self, event):
2912	"""
2913	Get key stroke event
2914	"""
2915	# Figuring out key combo: Cmd for copy, Alt for paste
2916	if event.CmdDown() and event.ShiftDown():
2917	self.get_paste()
2918	elif event.CmdDown():
2919	self.get_copy()
2920	else:
2921	event.Skip()
2922	return
2923	# make event free
2924	event.Skip()
2925
2926	def get_copy(self):
2927	"""
2928	Get copy params to clipboard
2929	"""
2930	content = self.get_copy_params()
2931	flag = self.set_clipboard(content)
2932	self._copy_info(flag)
2933	return flag
2934
2935	def get_copy_params(self):
2936	"""
2937	Get the string copies of the param names and values in the tap
2938	"""
2939	content = 'sasview_parameter_values:'
2940	# Do it if params exist
2941	if self.parameters != []:
2942
2943	# go through the parameters
2944	strings = self._get_copy_helper(self.parameters,
2945	self.orientation_params)
2946	content += strings
2947
2948	# go through the fittables
2949	strings = self._get_copy_helper(self.fittable_param,
2950	self.orientation_params_disp)
2951	content += strings
2952
2953	# go through the fixed params
2954	strings = self._get_copy_helper(self.fixed_param,
2955	self.orientation_params_disp)
2956	content += strings
2957
2958	# go through the str params
2959	strings = self._get_copy_helper(self.str_parameters,
2960	self.orientation_params)
2961	content += strings
2962	return content
2963	else:
2964	return False
2965
2966	def get_copy_excel(self):
2967	"""
2968	Get copy params to clipboard
2969	"""
2970	content = self.get_copy_params_excel()
2971	flag = self.set_clipboard(content)
2972	self._copy_info(flag)
2973	return flag
2974
2975	def get_copy_params_excel(self):
2976	"""
2977	Get the string copies of the param names and values in the tap
2978	"""
2979	content = ''
2980
2981	crlf = chr(13) + chr(10)
2982	tab = chr(9)
2983
2984	# Do it if params exist
2985	if self.parameters != []:
2986
2987	for param in self.parameters:
2988	content += param[1] #parameter name
2989	content += tab
2990	content += param[1] + "_err"
2991	content += tab
2992
2993	content += crlf
2994
2995	#row of values and errors...
2996	for param in self.parameters:
2997	content += param[2].GetValue() #value
2998	content += tab
2999	content += param[4].GetValue() #error
3000	content += tab
3001
3002	return content
3003	else:
3004	return False
3005
3006
3007	def get_copy_latex(self):
3008	"""
3009	Get copy params to clipboard
3010	"""
3011	content = self.get_copy_params_latex()
3012	flag = self.set_clipboard(content)
3013	self._copy_info(flag)
3014	return flag
3015
3016	def get_copy_params_latex(self):
3017	"""
3018	Get the string copies of the param names and values in the tap
3019	"""
3020	content = '\\begin{table}'
3021	content += '\\begin{tabular}[h]'
3022
3023	crlf = chr(13) + chr(10)
3024	tab = chr(9)
3025
3026	# Do it if params exist
3027	if self.parameters != []:
3028
3029	content += '{\|'
3030	for param in self.parameters:
3031	content += 'l\|l\|'
3032	content += '}\hline'
3033	content += crlf
3034
3035	for index, param in enumerate(self.parameters):
3036	content += param[1].replace('_', '\_') #parameter name
3037	content += ' & '
3038	content += param[1].replace('_', '\_') + "\_err"
3039	if index < len(self.parameters) - 1:
3040	content += ' & '
3041	content += '\\\\ \\hline'
3042	content += crlf
3043
3044	#row of values and errors...
3045	for index, param in enumerate(self.parameters):
3046	content += param[2].GetValue() #parameter value
3047	content += ' & '
3048	content += param[4].GetValue() #parameter error
3049	if index < len(self.parameters) - 1:
3050	content += ' & '
3051	content += '\\\\ \\hline'
3052	content += crlf
3053
3054	content += '\\end{tabular}'
3055	content += '\\end{table}'
3056	return content
3057	else:
3058	return False
3059
3060
3061	def set_clipboard(self, content=None):
3062	"""
3063	Put the string to the clipboard
3064	"""
3065	if not content:
3066	return False
3067	if wx.TheClipboard.Open():
3068	wx.TheClipboard.SetData(wx.TextDataObject(str(content)))
3069	wx.TheClipboard.Close()
3070	return True
3071	return None
3072
3073	def _get_copy_helper(self, param, orient_param):
3074	"""
3075	Helping get value and name of the params
3076
3077	: param param: parameters
3078	: param orient_param = oritational params
3079	: return content: strings [list] [name,value:....]
3080	"""
3081	content = ''
3082	bound_hi = ''
3083	bound_lo = ''
3084	# go through the str params
3085	for item in param:
3086	# copy only the params shown
3087	if not item[2].IsShown():
3088	continue
3089	disfunc = ''
3090	try:
3091	if item[7].__class__.__name__ == 'ComboBox':
3092	disfunc = str(item[7].GetValue())
3093	except Exception:
3094	logging.error(traceback.format_exc())
3095
3096	# 2D
3097	if self.data.__class__.__name__ == "Data2D":
3098	try:
3099	check = item[0].GetValue()
3100	except Exception:
3101	check = None
3102	name = item[1]
3103	value = item[2].GetValue()
3104	# 1D
3105	else:
3106	## for 1D all parameters except orientation
3107	if not item[1] in orient_param:
3108	try:
3109	check = item[0].GetValue()
3110	except:
3111	check = None
3112	name = item[1]
3113	value = item[2].GetValue()
3114
3115	# Bounds
3116	try:
3117	bound_lo = item[5].GetValue()
3118	bound_hi = item[6].GetValue()
3119	except Exception:
3120	# harmless - need to just pass
3121	pass
3122
3123	# add to the content
3124	if disfunc != '':
3125
3126	disfunc = ',' + disfunc
3127	# Need to support array func for copy/paste
3128	try:
3129	if disfunc.count('array') > 0:
3130	disfunc += ','
3131	for val in self.values[name]:
3132	disfunc += ' ' + str(val)
3133	disfunc += ','
3134	for weight in self.weights[name]:
3135	disfunc += ' ' + str(weight)
3136	except Exception:
3137	logging.error(traceback.format_exc())
3138	content += name + ',' + str(check) + ',' +\
3139	value + disfunc + ',' + bound_lo + ',' +\
3140	bound_hi + ':'
3141
3142	return content
3143
3144	def get_clipboard(self):
3145	"""
3146	Get strings in the clipboard
3147	"""
3148	text = ""
3149	# Get text from the clip board
3150	if wx.TheClipboard.Open():
3151	if wx.TheClipboard.IsSupported(wx.DataFormat(wx.DF_TEXT)):
3152	data = wx.TextDataObject()
3153	# get wx dataobject
3154	success = wx.TheClipboard.GetData(data)
3155	# get text
3156	if success:
3157	text = data.GetText()
3158	else:
3159	text = ''
3160	# close clipboard
3161	wx.TheClipboard.Close()
3162	return text
3163
3164	def get_paste(self):
3165	"""
3166	Paste params from the clipboard
3167	"""
3168	text = self.get_clipboard()
3169	flag = self.get_paste_params(text)
3170	self._copy_info(flag)
3171	return flag
3172
3173	def get_paste_params(self, text=''):
3174	"""
3175	Get the string copies of the param names and values in the tap
3176	"""
3177	context = {}
3178	# put the text into dictionary
3179	lines = text.split(':')
3180	if lines[0] != 'sasview_parameter_values':
3181	self._copy_info(False)
3182	return False
3183	for line in lines[1:-1]:
3184	if len(line) != 0:
3185	item = line.split(',')
3186	check = item[1]
3187	name = item[0]
3188	value = item[2]
3189	# Transfer the text to content[dictionary]
3190	context[name] = [check, value]
3191
3192	# limits
3193	limit_lo = item[3]
3194	context[name].append(limit_lo)
3195	limit_hi = item[4]
3196	context[name].append(limit_hi)
3197
3198	# ToDo: PlugIn this poly disp function for pasting
3199	try:
3200	poly_func = item[5]
3201	context[name].append(poly_func)
3202	try:
3203	# take the vals and weights for array
3204	array_values = item[6].split(' ')
3205	array_weights = item[7].split(' ')
3206	val = [float(a_val) for a_val in array_values[1:]]
3207	weit = [float(a_weit) for a_weit in array_weights[1:]]
3208
3209	context[name].append(val)
3210	context[name].append(weit)
3211	except:
3212	raise
3213	except:
3214	poly_func = ''
3215	context[name].append(poly_func)
3216
3217	# Do it if params exist
3218	if self.parameters != []:
3219	# go through the parameters
3220	self._get_paste_helper(self.parameters,
3221	self.orientation_params, context)
3222
3223	# go through the fittables
3224	self._get_paste_helper(self.fittable_param,
3225	self.orientation_params_disp,
3226	context)
3227
3228	# go through the fixed params
3229	self._get_paste_helper(self.fixed_param,
3230	self.orientation_params_disp, context)
3231
3232	# go through the str params
3233	self._get_paste_helper(self.str_parameters,
3234	self.orientation_params, context)
3235
3236	return True
3237	return None
3238
3239	def _get_paste_helper(self, param, orient_param, content):
3240	"""
3241	Helping set values of the params
3242
3243	: param param: parameters
3244	: param orient_param: oritational params
3245	: param content: dictionary [ name, value: name1.value1,...]
3246	"""
3247	# go through the str params
3248	for item in param:
3249	# 2D
3250	if self.data.__class__.__name__ == "Data2D":
3251	name = item[1]
3252	if name in content.keys():
3253	values = content[name]
3254	check = values[0]
3255	pd = values[1]
3256
3257	if name.count('.') > 0:
3258	# If this is parameter.width, then pd may be a floating
3259	# point value or it may be an array distribution.
3260	# Nothing to do for parameter.npts or parameter.nsigmas.
3261	try:
3262	float(pd)
3263	if name.endswith('.npts'):
3264	pd = int(pd)
3265	except Exception:
3266	#continue
3267	if not pd and pd != '':
3268	continue
3269	item[2].SetValue(str(pd))
3270	if item in self.fixed_param and pd == '':
3271	# Only array func has pd == '' case.
3272	item[2].Enable(False)
3273	else:
3274	item[2].Enable(True)
3275	if item[2].__class__.__name__ == "ComboBox":
3276	if content[name][1] in self.model.fun_list:
3277	fun_val = self.model.fun_list[content[name][1]]
3278	self.model.setParam(name, fun_val)
3279	try:
3280	item[5].SetValue(str(values[-3]))
3281	item[6].SetValue(str(values[-2]))
3282	except Exception:
3283	# passing as harmless non-update
3284	pass
3285
3286	value = content[name][1:]
3287	self._paste_poly_help(item, value)
3288	if check == 'True':
3289	is_true = True
3290	elif check == 'False':
3291	is_true = False
3292	else:
3293	is_true = None
3294	if is_true != None:
3295	item[0].SetValue(is_true)
3296	# 1D
3297	else:
3298	## for 1D all parameters except orientation
3299	if not item[1] in orient_param:
3300	name = item[1]
3301	if name in content.keys():
3302	check = content[name][0]
3303	# Avoid changing combox content
3304	value = content[name][1:]
3305	pd = value[0]
3306	if name.count('.') > 0:
3307	# If this is parameter.width, then pd may be a floating
3308	# point value or it may be an array distribution.
3309	# Nothing to do for parameter.npts or parameter.nsigmas.
3310	try:
3311	pd = float(pd)
3312	if name.endswith('.npts'):
3313	pd = int(pd)
3314	except:
3315	#continue
3316	if not pd and pd != '':
3317	continue
3318	item[2].SetValue(str(pd))
3319	if item in self.fixed_param and pd == '':
3320	# Only array func has pd == '' case.
3321	item[2].Enable(False)
3322	else:
3323	item[2].Enable(True)
3324	if item[2].__class__.__name__ == "ComboBox":
3325	if value[0] in self.model.fun_list:
3326	fun_val = self.model.fun_list[value[0]]
3327	self.model.setParam(name, fun_val)
3328	# save state
3329	try:
3330	item[5].SetValue(str(value[-3]))
3331	item[6].SetValue(str(value[-2]))
3332	except Exception:
3333	# passing as harmless non-update
3334	pass
3335
3336	self._paste_poly_help(item, value)
3337	if check == 'True':
3338	is_true = True
3339	elif check == 'False':
3340	is_true = False
3341	else:
3342	is_true = None
3343	if is_true != None:
3344	item[0].SetValue(is_true)
3345
3346	def _paste_poly_help(self, item, value):
3347	"""
3348	Helps get paste for poly function
3349
3350	item is the parameter name
3351
3352	value depends on which parameter is being processed, and whether it
3353	has array polydispersity.
3354
3355	For parameters without array polydispersity:
3356
3357	parameter => ['FLOAT', '']
3358	parameter.width => ['FLOAT', 'DISTRIBUTION', '']
3359	parameter.npts => ['FLOAT', '']
3360	parameter.nsigmas => ['FLOAT', '']
3361
3362	For parameters with array polydispersity:
3363
3364	parameter => ['FLOAT', '']
3365	parameter.width => ['FILENAME', 'array', [x1, ...], [w1, ...]]
3366	parameter.npts => ['FLOAT', '']
3367	parameter.nsigmas => ['FLOAT', '']
3368	"""
3369	# Do nothing if not setting polydispersity
3370	if len(value[3]) == 0:
3371	return
3372
3373	try:
3374	name = item[7].Name
3375	param_name = name.split('.')[0]
3376	item[7].SetValue(value[1])
3377	selection = item[7].GetCurrentSelection()
3378	dispersity = item[7].GetClientData(selection)
3379	disp_model = dispersity()
3380
3381	if value[1] == 'array':
3382	pd_vals = numpy.array(value[2])
3383	pd_weights = numpy.array(value[3])
3384	if len(pd_vals) == 0 or len(pd_vals) != len(pd_weights):
3385	msg = ("bad array distribution parameters for %s"
3386	% param_name)
3387	raise ValueError(msg)
3388	self._set_disp_cb(True, item=item)
3389	self._set_array_disp_model(name=name,
3390	disp=disp_model,
3391	values=pd_vals,
3392	weights=pd_weights)
3393	else:
3394	self._set_disp_cb(False, item=item)
3395	self._disp_obj_dict[name] = disp_model
3396	self.model.set_dispersion(param_name, disp_model)
3397	self.state._disp_obj_dict[name] = disp_model.type
3398	# TODO: It's not an array, why update values and weights?
3399	self.model._persistency_dict[param_name] = \
3400	[self.values, self.weights]
3401	self.state.values = self.values
3402	self.state.weights = self.weights
3403
3404	except Exception:
3405	logging.error(traceback.format_exc())
3406	print "Error in BasePage._paste_poly_help: %s" % \
3407	sys.exc_info()[1]
3408
3409	def _set_disp_cb(self, isarray, item):
3410	"""
3411	Set cb for array disp
3412	"""
3413	if isarray:
3414	item[0].SetValue(False)
3415	item[0].Enable(False)
3416	item[2].Enable(False)
3417	item[3].Show(False)
3418	item[4].Show(False)
3419	item[5].SetValue('')
3420	item[5].Enable(False)
3421	item[6].SetValue('')
3422	item[6].Enable(False)
3423	else:
3424	item[0].Enable()
3425	item[2].Enable()
3426	item[3].Show(True)
3427	item[4].Show(True)
3428	item[5].Enable()
3429	item[6].Enable()
3430
3431	def update_pinhole_smear(self):
3432	"""
3433	Method to be called by sub-classes
3434	Moveit; This method doesn't belong here
3435	"""
3436	print "BasicPage.update_pinhole_smear was called: skipping"
3437	return
3438
3439	def _read_category_info(self):
3440	"""
3441	Reads the categories in from file
3442	"""
3443	# # ILL mod starts here - July 2012 kieranrcampbell@gmail.com
3444	self.master_category_dict = defaultdict(list)
3445	self.by_model_dict = defaultdict(list)
3446	self.model_enabled_dict = defaultdict(bool)
3447	categorization_file = CategoryInstaller.get_user_file()
3448	with open(categorization_file, 'rb') as f:
3449	self.master_category_dict = json.load(f)
3450	self._regenerate_model_dict()
3451
3452	def _regenerate_model_dict(self):
3453	"""
3454	regenerates self.by_model_dict which has each model name as the
3455	key and the list of categories belonging to that model
3456	along with the enabled mapping
3457	"""
3458	self.by_model_dict = defaultdict(list)
3459	for category in self.master_category_dict:
3460	for (model, enabled) in self.master_category_dict[category]:
3461	self.by_model_dict[model].append(category)
3462	self.model_enabled_dict[model] = enabled
3463
3464	def _populate_listbox(self):
3465	"""
3466	fills out the category list box
3467	"""
3468	uncat_str = 'Customized Models'
3469	self._read_category_info()
3470
3471	self.categorybox.Clear()
3472	cat_list = sorted(self.master_category_dict.keys())
3473	if not uncat_str in cat_list:
3474	cat_list.append(uncat_str)
3475
3476	for category in cat_list:
3477	if category != '':
3478	self.categorybox.Append(category)
3479
3480	if self.categorybox.GetSelection() == wx.NOT_FOUND:
3481	self.categorybox.SetSelection(0)
3482	else:
3483	self.categorybox.SetSelection(\
3484	self.categorybox.GetSelection())
3485	#self._on_change_cat(None)
3486
3487	def _on_change_cat(self, event):
3488	"""
3489	Callback for category change action
3490	"""
3491	self.model_name = None
3492	category = self.categorybox.GetStringSelection()
3493	if category == None:
3494	return
3495	self.model_box.Clear()
3496
3497	if category == 'Customized Models':
3498	for model in self.model_list_box[category]:
3499	str_m = str(model).split(".")[0]
3500	self.model_box.Append(str_m)
3501
3502	else:
3503	for (model, enabled) in sorted(self.master_category_dict[category],
3504	key=lambda name: name[0]):
3505	if(enabled):
3506	self.model_box.Append(model)
3507
3508	def _fill_model_sizer(self, sizer):
3509	"""
3510	fill sizer containing model info
3511	"""
3512	# This should only be called once per fit tab
3513	#print "==== Entering _fill_model_sizer"
3514	##Add model function Details button in fitpanel.
3515	##The following 3 lines are for Mac. Let JHC know before modifying...
3516	title = "Model"
3517	self.formfactorbox = None
3518	self.multifactorbox = None
3519	self.mbox_description = wx.StaticBox(self, wx.ID_ANY, str(title))
3520	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
3521	sizer_cat = wx.BoxSizer(wx.HORIZONTAL)
3522	self.mbox_description.SetForegroundColour(wx.RED)
3523	wx_id = self._ids.next()
3524	self.model_func = wx.Button(self, wx_id, 'Help', size=(80, 23))
3525	self.model_func.Bind(wx.EVT_BUTTON, self.on_function_help_clicked,
3526	id=wx_id)
3527	self.model_func.SetToolTipString("Full Model Function Help")
3528	wx_id = self._ids.next()
3529	self.model_help = wx.Button(self, wx_id, 'Description', size=(80, 23))
3530	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,
3531	id=wx_id)
3532	self.model_help.SetToolTipString("Short Model Function Description")
3533	wx_id = self._ids.next()
3534	self.model_view = wx.Button(self, wx_id, "Show 2D", size=(80, 23))
3535	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=wx_id)
3536	hint = "toggle view of model from 1D to 2D or 2D to 1D"
3537	self.model_view.SetToolTipString(hint)
3538
3539	cat_set_box = wx.StaticBox(self, wx.ID_ANY, 'Category')
3540	sizer_cat_box = wx.StaticBoxSizer(cat_set_box, wx.HORIZONTAL)
3541	sizer_cat_box.SetMinSize((200, 50))
3542	self.categorybox = wx.ComboBox(self, wx.ID_ANY,
3543	style=wx.CB_READONLY)
3544	self.categorybox.SetToolTip(wx.ToolTip("Select a Category/Type"))
3545	self._populate_listbox()
3546	wx.EVT_COMBOBOX(self.categorybox, wx.ID_ANY, self._show_combox)
3547	#self.shape_rbutton = wx.RadioButton(self, wx.ID_ANY, 'Shapes',
3548	# style=wx.RB_GROUP)
3549	#self.shape_indep_rbutton = wx.RadioButton(self, wx.ID_ANY,
3550	# "Shape-Independent")
3551	#self.struct_rbutton = wx.RadioButton(self, wx.ID_ANY,
3552	# "Structure Factor ")
3553	#self.plugin_rbutton = wx.RadioButton(self, wx.ID_ANY,
3554	# "Uncategorized")
3555
3556	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3557	# id=self.shape_rbutton.GetId())
3558	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3559	# id=self.shape_indep_rbutton.GetId())
3560	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3561	# id=self.struct_rbutton.GetId())
3562	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3563	# id=self.plugin_rbutton.GetId())
3564	#MAC needs SetValue
3565
3566	show_cat_button = wx.Button(self, wx.ID_ANY, "Modify")
3567	cat_tip = "Modify model categories \n"
3568	cat_tip += "(also accessible from the menu bar)."
3569	show_cat_button.SetToolTip( wx.ToolTip(cat_tip) )
3570	show_cat_button.Bind(wx.EVT_BUTTON, self._on_modify_cat)
3571	sizer_cat_box.Add(self.categorybox, 1, wx.RIGHT, 3)
3572	sizer_cat_box.Add((10,10))
3573	sizer_cat_box.Add(show_cat_button)
3574	#self.shape_rbutton.SetValue(True)
3575
3576	sizer_radiobutton = wx.GridSizer(2, 2, 5, 5)
3577	#sizer_radiobutton.Add(self.shape_rbutton)
3578	#sizer_radiobutton.Add(self.shape_indep_rbutton)
3579	sizer_radiobutton.Add((5,5))
3580	sizer_radiobutton.Add(self.model_view, 1, wx.RIGHT, 5)
3581	#sizer_radiobutton.Add(self.plugin_rbutton)
3582	#sizer_radiobutton.Add(self.struct_rbutton)
3583	# sizer_radiobutton.Add((5,5))
3584	sizer_radiobutton.Add(self.model_help, 1, wx.RIGHT \| wx.LEFT, 5)
3585	# sizer_radiobutton.Add((5,5))
3586	sizer_radiobutton.Add(self.model_func, 1, wx.RIGHT, 5)
3587	sizer_cat.Add(sizer_cat_box, 1, wx.LEFT, 2.5)
3588	sizer_cat.Add(sizer_radiobutton)
3589	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
3590	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
3591
3592	self.text1 = wx.StaticText(self, wx.ID_ANY, "")
3593	self.text2 = wx.StaticText(self, wx.ID_ANY, "P(Q)*S(Q)")
3594	self.mutifactor_text = wx.StaticText(self, wx.ID_ANY, "No. of Shells: ")
3595	self.mutifactor_text1 = wx.StaticText(self, wx.ID_ANY, "")
3596	self.show_sld_button = wx.Button(self, wx.ID_ANY, "Show SLD Profile")
3597	self.show_sld_button.Bind(wx.EVT_BUTTON, self._on_show_sld)
3598
3599	self.formfactorbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
3600	self.formfactorbox.SetToolTip(wx.ToolTip("Select a Model"))
3601	if self.model != None:
3602	self.formfactorbox.SetValue(self.model.name)
3603	self.structurebox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
3604	self.multifactorbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
3605	self.initialize_combox()
3606	wx.EVT_COMBOBOX(self.formfactorbox, wx.ID_ANY, self._on_select_model)
3607
3608	wx.EVT_COMBOBOX(self.structurebox, wx.ID_ANY, self._on_select_model)
3609	wx.EVT_COMBOBOX(self.multifactorbox, wx.ID_ANY, self._on_select_model)
3610	## check model type to show sizer
3611	if self.model != None:
3612	print "_set_model_sizer_selection: disabled."
3613	#self._set_model_sizer_selection(self.model)
3614
3615	sizer_selection.Add(self.text1)
3616	sizer_selection.Add((10, 5))
3617	sizer_selection.Add(self.formfactorbox)
3618	sizer_selection.Add((5, 5))
3619	sizer_selection.Add(self.text2)
3620	sizer_selection.Add((5, 5))
3621	sizer_selection.Add(self.structurebox)
3622
3623	mutifactor_selection.Add((13, 5))
3624	mutifactor_selection.Add(self.mutifactor_text)
3625	mutifactor_selection.Add(self.multifactorbox)
3626	mutifactor_selection.Add((5, 5))
3627	mutifactor_selection.Add(self.mutifactor_text1)
3628	mutifactor_selection.Add((10, 5))
3629	mutifactor_selection.Add(self.show_sld_button)
3630
3631	boxsizer1.Add(sizer_cat)
3632	boxsizer1.Add((10, 10))
3633	boxsizer1.Add(sizer_selection)
3634	boxsizer1.Add((10, 10))
3635	boxsizer1.Add(mutifactor_selection)
3636
3637	self._set_multfactor_combobox()
3638	self.multifactorbox.SetSelection(1)
3639	self.show_sld_button.Hide()
3640	sizer.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
3641	sizer.Layout()
3642
3643	def on_smear_helper(self, update=False):
3644	"""
3645	Help for onSmear if implemented
3646
3647	:param update: force or not to update
3648	"""
3649	def reset_page(self, state, first=False):
3650	"""
3651	reset the state if implemented
3652	"""
3653	def onSmear(self, event):
3654	"""
3655	Create a smear object if implemented
3656	"""
3657	def onPinholeSmear(self, event):
3658	"""
3659	Create a custom pinhole smear object if implemented
3660	"""
3661	def onSlitSmear(self, event):
3662	"""
3663	Create a custom slit smear object if implemented
3664	"""
3665	def update_slit_smear(self):
3666	"""
3667	called by kill_focus on pinhole TextCntrl
3668	to update the changes if implemented
3669	"""
3670	def select_param(self, event):
3671	"""
3672	Select TextCtrl checked if implemented
3673	"""
3674	def set_data(self, data=None):
3675	"""
3676	Sets data if implemented
3677	"""
3678	def _is_2D(self):
3679	"""
3680	Check if data_name is Data2D if implemented
3681	"""
3682	def _on_select_model(self, event=None):
3683	"""
3684	call back for model selection if implemented
3685	"""
3686	def select_all_param(self, event):
3687	"""
3688	set to true or false all checkBox if implemented
3689	"""
3690	def get_weight_flag(self):
3691	"""
3692	Get flag corresponding to a given weighting dI data if implemented
3693	"""
3694	def _set_sizer_dispersion(self):
3695	"""
3696	draw sizer for dispersity if implemented
3697	"""
3698	def get_all_checked_params(self):
3699	"""
3700	Found all parameters current check and add them to list of parameters
3701	to fit if implemented
3702	"""
3703	def show_npts2fit(self):
3704	"""
3705	setValue Npts for fitting if implemented
3706	"""
3707	def _onModel2D(self, event):
3708	"""
3709	toggle view of model from 1D to 2D or 2D from 1D if implemented
3710	"""
3711
3712	class ModelTextCtrl(wx.TextCtrl):
3713	"""
3714	Text control for model and fit parameters.
3715	Binds the appropriate events for user interactions.
3716	Default callback methods can be overwritten on initialization
3717
3718	:param kill_focus_callback: callback method for EVT_KILL_FOCUS event
3719	:param set_focus_callback: callback method for EVT_SET_FOCUS event
3720	:param mouse_up_callback: callback method for EVT_LEFT_UP event
3721	:param text_enter_callback: callback method for EVT_TEXT_ENTER event
3722
3723	"""
3724	## Set to True when the mouse is clicked while whole string is selected
3725	full_selection = False
3726	## Call back for EVT_SET_FOCUS events
3727	_on_set_focus_callback = None
3728
3729	def __init__(self, parent, id=-1,
3730	value=wx.EmptyString,
3731	pos=wx.DefaultPosition,
3732	size=wx.DefaultSize,
3733	style=0,
3734	validator=wx.DefaultValidator,
3735	name=wx.TextCtrlNameStr,
3736	kill_focus_callback=None,
3737	set_focus_callback=None,
3738	mouse_up_callback=None,
3739	text_enter_callback=None):
3740
3741	wx.TextCtrl.__init__(self, parent, id, value, pos,
3742	size, style, validator, name)
3743
3744	# Bind appropriate events
3745	self._on_set_focus_callback = parent.onSetFocus \
3746	if set_focus_callback is None else set_focus_callback
3747	self.Bind(wx.EVT_SET_FOCUS, self._on_set_focus)
3748	self.Bind(wx.EVT_KILL_FOCUS, self._silent_kill_focus \
3749	if kill_focus_callback is None else kill_focus_callback)
3750	self.Bind(wx.EVT_TEXT_ENTER, parent._onparamEnter \
3751	if text_enter_callback is None else text_enter_callback)
3752	if not ON_MAC:
3753	self.Bind(wx.EVT_LEFT_UP, self._highlight_text \
3754	if mouse_up_callback is None else mouse_up_callback)
3755
3756	def _on_set_focus(self, event):
3757	"""
3758	Catch when the text control is set in focus to highlight the whole
3759	text if necessary
3760
3761	:param event: mouse event
3762
3763	"""
3764	event.Skip()
3765	self.full_selection = True
3766	return self._on_set_focus_callback(event)
3767
3768	def _highlight_text(self, event):
3769	"""
3770	Highlight text of a TextCtrl only of no text has be selected
3771
3772	:param event: mouse event
3773
3774	"""
3775	# Make sure the mouse event is available to other listeners
3776	event.Skip()
3777	control = event.GetEventObject()
3778	if self.full_selection:
3779	self.full_selection = False
3780	# Check that we have a TextCtrl
3781	if issubclass(control.__class__, wx.TextCtrl):
3782	# Check whether text has been selected,
3783	# if not, select the whole string
3784	(start, end) = control.GetSelection()
3785	if start == end:
3786	control.SetSelection(-1, -1)
3787
3788	def _silent_kill_focus(self, event):
3789	"""
3790	Save the state of the page
3791	"""
3792
3793	event.Skip()
3794	#pass

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SasView

source: sasview/src/sas/sasgui/perspectives/fitting/basepage.py @ 9087214

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