basepage.py @ bc9a0e1

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalccostrafo411magnetic_scattrelease-4.1.1release-4.1.2release-4.2.2release_4.0.1ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since bc9a0e1 was c1694f8, checked in by butler, 10 years ago
Moved the rest of basepage help to the new method. Basically MODELS 1) Added a button to separate description help from function details help 2) Make function details help go to new documentation 3) Converted polydispersity help (hitting question mark) and mag angle description help (question mark again) to use new documentation.
Property mode set to `100644`
File size: 148.5 KB

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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 string
12	import json
13	from collections import defaultdict
14	from wx.lib.scrolledpanel import ScrolledPanel
15	from sas.guiframe.panel_base import PanelBase
16	from sas.guiframe.utils import format_number, check_float
17	from sas.guiframe.events import PanelOnFocusEvent
18	from sas.guiframe.events import StatusEvent
19	from sas.guiframe.events import AppendBookmarkEvent
20	from sas.guiframe.dataFitting import Data2D
21	from sas.guiframe.dataFitting import Data1D
22	from sas.guiframe.dataFitting import check_data_validity
23	from sas.guiframe.gui_style import GUIFRAME_ID
24	from sas.dataloader.data_info import Detector
25	from sas.dataloader.data_info import Source
26	from sas.perspectives.fitting.pagestate import PageState
27	from sas.guiframe.CategoryInstaller import CategoryInstaller
28	from sas.guiframe.documentation_window import DocumentationWindow
29
30
31	(PageInfoEvent, EVT_PAGE_INFO) = wx.lib.newevent.NewEvent()
32	(PreviousStateEvent, EVT_PREVIOUS_STATE) = wx.lib.newevent.NewEvent()
33	(NextStateEvent, EVT_NEXT_STATE) = wx.lib.newevent.NewEvent()
34
35	_BOX_WIDTH = 76
36	_QMIN_DEFAULT = 0.0005
37	_QMAX_DEFAULT = 0.5
38	_NPTS_DEFAULT = 50
39	#Control panel width
40	if sys.platform.count("win32") > 0:
41	PANEL_WIDTH = 450
42	FONT_VARIANT = 0
43	ON_MAC = False
44	else:
45	PANEL_WIDTH = 500
46	FONT_VARIANT = 1
47	ON_MAC = True
48
49
50	class BasicPage(ScrolledPanel, PanelBase):
51	"""
52	This class provide general structure of fitpanel page
53	"""
54	## Internal name for the AUI manager
55	window_name = "Fit Page"
56	## Title to appear on top of the window
57	window_caption = "Fit Page "
58
59	def __init__(self, parent, color='blue', **kwargs):
60	"""
61	"""
62	ScrolledPanel.__init__(self, parent, **kwargs)
63	PanelBase.__init__(self, parent)
64	self.SetupScrolling()
65	#Set window's font size
66	self.SetWindowVariant(variant=FONT_VARIANT)
67
68	self.SetBackgroundColour(color)
69	## parent of the page
70	self.parent = parent
71	## manager is the fitting plugin
72	## owner of the page (fitting plugin)
73	self.event_owner = None
74	## current model
75	self.model = None
76	self.m_name = None
77	self.index_model = None
78	self.panel = None
79	## data
80	self.data = None
81	#list of available data
82	self.data_list = []
83	self.mask = None
84	self.uid = wx.NewId()
85	self.graph_id = None
86	#Q range for data set
87	self.qmin_data_set = numpy.inf
88	self.qmax_data_set = None
89	self.npts_data_set = 0
90	## Q range
91	self.qmin = None
92	self.qmax = None
93	self.qmax_x = _QMAX_DEFAULT
94	self.qmin_x = _QMIN_DEFAULT
95	self.npts_x = _NPTS_DEFAULT
96	## total number of point: float
97	self.npts = None
98	self.num_points = None
99	## default fitengine type
100	self.engine_type = 'bumps'
101	## smear default
102	self.current_smearer = None
103	## 2D smear accuracy default
104	self.smear2d_accuracy = 'Low'
105	## slit smear:
106	self.dxl = None
107	self.dxw = None
108	## pinhole smear
109	self.dx_min = None
110	self.dx_max = None
111	##semar attrbs
112	self.enable_smearer = None
113	self.disable_smearer = None
114	self.pinhole_smearer = None
115	self.slit_smearer = None
116	##weigth attrbs
117	self.dI_noweight = None
118	self.dI_didata = None
119	self.dI_sqrdata = None
120	self.dI_idata = None
121	##other attrbs
122	self.dq_l = None
123	self.dq_r = None
124	self.tcChi = None
125	self.disp_box = None
126	self.model_disp = None
127	self.Npts_fit = None
128	self.Npts_total = None
129	self.theory_qmin = None
130	self.theory_qmax = None
131	self.theory_qmin_x = None
132	self.theory_qmax_x = None
133	self.cb1 = None
134	self.btEditMask = None
135	self.btFit = None
136	self.sld_axes = None
137	self.multi_factor = None
138
139	self.disp_cb_dict = {}
140
141	#self.state = PageState(parent=parent)
142	## dictionary containing list of models
143	self.model_list_box = {}
144
145	## Data member to store the dispersion object created
146	self._disp_obj_dict = {}
147	## selected parameters to apply dispersion
148	self.disp_cb_dict = {}
149	## smearer object
150	self.enable2D = False
151	self._has_magnetic = False
152	self.magnetic_on = False
153	self.is_mac = ON_MAC
154	self.formfactorbox = None
155	self.structurebox = None
156	self.categorybox = None
157	##list of model parameters. each item must have same length
158	## each item related to a given parameters
159	##[cb state, name, value, "+/-", error of fit, min, max , units]
160	self.parameters = []
161	# non-fittable parameter whose value is astring
162	self.str_parameters = []
163	## list of parameters to fit , must be like self.parameters
164	self.param_toFit = []
165	## list of looking like parameters but with non fittable parameters info
166	self.fixed_param = []
167	## list of looking like parameters but with fittable parameters info
168	self.fittable_param = []
169	##list of dispersion parameters
170	self.disp_list = []
171	self.disp_name = ""
172
173	## list of orientation parameters
174	self.orientation_params = []
175	self.orientation_params_disp = []
176	# Self.model should ALWAYS be None here. It was set to none above in
177	# this long init setting. no obvious function call in between setting
178	# and this - commenting out on 4/8/2014 by PDB. Remove once clear
179	# it is pointless.
180	# if self.model != None:
181	# self.disp_list = self.model.getDispParamList()
182	self.temp_multi_functional = False
183	##enable model 2D draw
184	self.enable2D = False
185	## check that the fit range is correct to plot the model again
186	self.fitrange = True
187	## Create memento to save the current state
188	self.state = PageState(parent=self.parent,
189	model=self.model, data=self.data)
190	## flag to determine if state has change
191	self.state_change = False
192	## save customized array
193	self.values = []
194	self.weights = []
195	## retrieve saved state
196	self.number_saved_state = 0
197	## dictionary of saved state
198	self.saved_states = {}
199	## Create context menu for page
200	self.popUpMenu = wx.Menu()
201
202	id = wx.NewId()
203	self._keep = wx.MenuItem(self.popUpMenu, id, "Add bookmark",
204	" Keep the panel status to recall it later")
205	self.popUpMenu.AppendItem(self._keep)
206	self._keep.Enable(False)
207	self._set_bookmark_flag(False)
208	self._set_save_flag(False)
209	wx.EVT_MENU(self, id, self.on_bookmark)
210	self.popUpMenu.AppendSeparator()
211
212	## Default locations
213	self._default_save_location = os.getcwd()
214	## save initial state on context menu
215	#self.onSave(event=None)
216	self.Bind(wx.EVT_CONTEXT_MENU, self.onContextMenu)
217
218	# bind key event
219	self.Bind(wx.EVT_LEFT_DOWN, self.on_left_down)
220
221	## create the basic structure of the panel with empty sizer
222	self.define_page_structure()
223	## drawing Initial dispersion parameters sizer
224	self.set_dispers_sizer()
225
226	## layout
227	self.set_layout()
228
229	def set_index_model(self, index):
230	"""
231	Index related to this page
232	"""
233	self.index_model = index
234
235	def create_default_data(self):
236	"""
237	Given the user selection, creates a 1D or 2D data
238	Only when the page is on theory mode.
239	"""
240	if not hasattr(self, "model_view"):
241	return
242	toggle_mode_on = self.model_view.IsEnabled()
243	if toggle_mode_on:
244	if self.enable2D and not check_data_validity(self.data):
245	self._create_default_2d_data()
246	else:
247	if self.pointsbox.GetValue():
248	self._create_log_1d_data()
249	else:
250	self._create_default_1d_data()
251
252	if self.model != None:
253	if not self.data.is_data:
254	self._manager.page_finder[self.uid].set_fit_data(data=\
255	[self.data])
256	self.on_smear_helper(update=True)
257	self.state.enable_smearer = self.enable_smearer.GetValue()
258	self.state.disable_smearer = self.disable_smearer.GetValue()
259	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
260	self.state.slit_smearer = self.slit_smearer.GetValue()
261
262	def _create_default_1d_data(self):
263	"""
264	Create default data for fitting perspective
265	Only when the page is on theory mode.
266	:warning: This data is never plotted.
267
268	"""
269	x = numpy.linspace(start=self.qmin_x, stop=self.qmax_x,
270	num=self.npts_x, endpoint=True)
271	self.data = Data1D(x=x)
272	self.data.xaxis('\\rm{Q}', "A^{-1}")
273	self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
274	self.data.is_data = False
275	self.data.id = str(self.uid) + " data"
276	self.data.group_id = str(self.uid) + " Model1D"
277
278	def _create_log_1d_data(self):
279	"""
280	Create log-spaced data for fitting perspective
281	Only when the page is on theory mode.
282	:warning: This data is never plotted.
283
284	"""
285	if self.qmin_x >= 1.e-10:
286	qmin = numpy.log10(self.qmin_x)
287	else:
288	qmin = -10.
289
290	if self.qmax_x <= 1.e10:
291	qmax = numpy.log10(self.qmax_x)
292	else:
293	qmax = 10.
294
295	x = numpy.logspace(start=qmin, stop=qmax,
296	num=self.npts_x, endpoint=True, base=10.0)
297	self.data = Data1D(x=x)
298	self.data.xaxis('\\rm{Q}', "A^{-1}")
299	self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
300	self.data.is_data = False
301	self.data.id = str(self.uid) + " data"
302	self.data.group_id = str(self.uid) + " Model1D"
303
304	def _create_default_2d_data(self):
305	"""
306	Create 2D data by default
307	Only when the page is on theory mode.
308	:warning: This data is never plotted.
309	"""
310	self.data = Data2D()
311	qmax = self.qmax_x / math.sqrt(2)
312	self.data.xaxis('\\rm{Q_{x}}', 'A^{-1}')
313	self.data.yaxis('\\rm{Q_{y}}', 'A^{-1}')
314	self.data.is_data = False
315	self.data.id = str(self.uid) + " data"
316	self.data.group_id = str(self.uid) + " Model2D"
317	## Default values
318	self.data.detector.append(Detector())
319	index = len(self.data.detector) - 1
320	self.data.detector[index].distance = 8000 # mm
321	self.data.source.wavelength = 6 # A
322	self.data.detector[index].pixel_size.x = 5 # mm
323	self.data.detector[index].pixel_size.y = 5 # mm
324	self.data.detector[index].beam_center.x = qmax
325	self.data.detector[index].beam_center.y = qmax
326	## create x_bins and y_bins of the model 2D
327	#pixel_width_x = self.data.detector[index].pixel_size.x
328	#pixel_width_y = self.data.detector[index].pixel_size.y
329	#center_x = self.data.detector[index].beam_center.x/pixel_width_x
330	#center_y = self.data.detector[index].beam_center.y/pixel_width_y
331	# theory default: assume the beam
332	#center is located at the center of sqr detector
333	xmax = qmax
334	xmin = -qmax
335	ymax = qmax
336	ymin = -qmax
337	qstep = self.npts_x
338
339	x = numpy.linspace(start=xmin, stop=xmax, num=qstep, endpoint=True)
340	y = numpy.linspace(start=ymin, stop=ymax, num=qstep, endpoint=True)
341	## use data info instead
342	new_x = numpy.tile(x, (len(y), 1))
343	new_y = numpy.tile(y, (len(x), 1))
344	new_y = new_y.swapaxes(0, 1)
345	# all data reuire now in 1d array
346	qx_data = new_x.flatten()
347	qy_data = new_y.flatten()
348	q_data = numpy.sqrt(qx_data * qx_data + qy_data * qy_data)
349	# set all True (standing for unmasked) as default
350	mask = numpy.ones(len(qx_data), dtype=bool)
351	# calculate the range of qx and qy: this way,
352	# it is a little more independent
353	#x_size = xmax - xmin
354	#y_size = ymax - ymin
355	# store x and y bin centers in q space
356	x_bins = x
357	y_bins = y
358	# bin size: x- & y-directions
359	#xstep = x_size / len(x_bins - 1)
360	#ystep = y_size / len(y_bins - 1)
361
362	self.data.source = Source()
363	self.data.data = numpy.ones(len(mask))
364	self.data.err_data = numpy.ones(len(mask))
365	self.data.qx_data = qx_data
366	self.data.qy_data = qy_data
367	self.data.q_data = q_data
368	self.data.mask = mask
369	self.data.x_bins = x_bins
370	self.data.y_bins = y_bins
371	# max and min taking account of the bin sizes
372	self.data.xmin = xmin
373	self.data.xmax = xmax
374	self.data.ymin = ymin
375	self.data.ymax = ymax
376
377	def on_set_focus(self, event):
378	"""
379	On Set Focus, update guimanger and menu
380	"""
381	if self._manager is not None:
382	wx.PostEvent(self._manager.parent, PanelOnFocusEvent(panel=self))
383	self.on_tap_focus()
384
385	def on_tap_focus(self):
386	"""
387	Update menu1 on cliking the page tap
388	"""
389	if self._manager.menu1 != None:
390	chain_menu = self._manager.menu1.FindItemById(\
391	self._manager.id_reset_flag)
392	chain_menu.Enable(self.batch_on)
393	sim_menu = self._manager.menu1.FindItemById(self._manager.id_simfit)
394	flag = self.data.is_data\
395	and (self.model != None)
396	sim_menu.Enable(not self.batch_on and flag)
397	batch_menu = \
398	self._manager.menu1.FindItemById(self._manager.id_batchfit)
399	batch_menu.Enable(self.batch_on and flag)
400
401	class ModelTextCtrl(wx.TextCtrl):
402	"""
403	Text control for model and fit parameters.
404	Binds the appropriate events for user interactions.
405	Default callback methods can be overwritten on initialization
406
407	:param kill_focus_callback: callback method for EVT_KILL_FOCUS event
408	:param set_focus_callback: callback method for EVT_SET_FOCUS event
409	:param mouse_up_callback: callback method for EVT_LEFT_UP event
410	:param text_enter_callback: callback method for EVT_TEXT_ENTER event
411
412	"""
413	## Set to True when the mouse is clicked while whole string is selected
414	full_selection = False
415	## Call back for EVT_SET_FOCUS events
416	_on_set_focus_callback = None
417
418	def __init__(self, parent, id=-1,
419	value=wx.EmptyString,
420	pos=wx.DefaultPosition,
421	size=wx.DefaultSize,
422	style=0,
423	validator=wx.DefaultValidator,
424	name=wx.TextCtrlNameStr,
425	kill_focus_callback=None,
426	set_focus_callback=None,
427	mouse_up_callback=None,
428	text_enter_callback=None):
429
430	wx.TextCtrl.__init__(self, parent, id, value, pos,
431	size, style, validator, name)
432
433	# Bind appropriate events
434	self._on_set_focus_callback = parent.onSetFocus \
435	if set_focus_callback is None else set_focus_callback
436	self.Bind(wx.EVT_SET_FOCUS, self._on_set_focus)
437	self.Bind(wx.EVT_KILL_FOCUS, self._silent_kill_focus \
438	if kill_focus_callback is None else kill_focus_callback)
439	self.Bind(wx.EVT_TEXT_ENTER, parent._onparamEnter \
440	if text_enter_callback is None else text_enter_callback)
441	if not ON_MAC:
442	self.Bind(wx.EVT_LEFT_UP, self._highlight_text \
443	if mouse_up_callback is None else mouse_up_callback)
444
445	def _on_set_focus(self, event):
446	"""
447	Catch when the text control is set in focus to highlight the whole
448	text if necessary
449
450	:param event: mouse event
451
452	"""
453	event.Skip()
454	self.full_selection = True
455	return self._on_set_focus_callback(event)
456
457	def _highlight_text(self, event):
458	"""
459	Highlight text of a TextCtrl only of no text has be selected
460
461	:param event: mouse event
462
463	"""
464	# Make sure the mouse event is available to other listeners
465	event.Skip()
466	control = event.GetEventObject()
467	if self.full_selection:
468	self.full_selection = False
469	# Check that we have a TextCtrl
470	if issubclass(control.__class__, wx.TextCtrl):
471	# Check whether text has been selected,
472	# if not, select the whole string
473	(start, end) = control.GetSelection()
474	if start == end:
475	control.SetSelection(-1, -1)
476
477	def _silent_kill_focus(self, event):
478	"""
479	Save the state of the page
480	"""
481
482	event.Skip()
483	#pass
484
485	def set_page_info(self, page_info):
486	"""
487	set some page important information at once
488	"""
489	# THIS METHOD/FUNCTION NO LONGE APPEARS TO BE CALLED. Started up program
490	# and started new fit window and PR and Invariant and a fit in fitting
491	# but never entered this routine which should be an initialization
492	# routine. Leave for a while but probably something to clean up at
493	# some point?
494	#
495	# PDB April 13 2014
496	#
497	##window_name
498	self.window_name = page_info.window_name
499	##window_caption
500	self.window_caption = page_info.window_caption
501	## manager is the fitting plugin
502	self._manager = page_info.manager
503	## owner of the page (fitting plugin)
504	self.event_owner = page_info.event_owner
505	## current model
506	self.model = page_info.model
507	## data
508	self.data = page_info.data
509	## dictionary containing list of models
510	self.model_list_box = page_info.model_list_box
511	## Data member to store the dispersion object created
512	self.populate_box(model_dict=self.model_list_box)
513
514	def onContextMenu(self, event):
515	"""
516	Retrieve the state selected state
517	"""
518	# Skipping the save state functionality for release 0.9.0
519	#return
520
521	pos = event.GetPosition()
522	pos = self.ScreenToClient(pos)
523
524	self.PopupMenu(self.popUpMenu, pos)
525
526	def onUndo(self, event):
527	"""
528	Cancel the previous action
529	"""
530	event = PreviousStateEvent(page=self)
531	wx.PostEvent(self.parent, event)
532
533	def onRedo(self, event):
534	"""
535	Restore the previous action cancelled
536	"""
537	event = NextStateEvent(page=self)
538	wx.PostEvent(self.parent, event)
539
540	def define_page_structure(self):
541	"""
542	Create empty sizer for a panel
543	"""
544	self.vbox = wx.BoxSizer(wx.VERTICAL)
545	self.sizer0 = wx.BoxSizer(wx.VERTICAL)
546	self.sizer1 = wx.BoxSizer(wx.VERTICAL)
547	self.sizer2 = wx.BoxSizer(wx.VERTICAL)
548	self.sizer3 = wx.BoxSizer(wx.VERTICAL)
549	self.sizer4 = wx.BoxSizer(wx.VERTICAL)
550	self.sizer5 = wx.BoxSizer(wx.VERTICAL)
551	self.sizer6 = wx.BoxSizer(wx.VERTICAL)
552
553	self.sizer0.SetMinSize((PANEL_WIDTH, -1))
554	self.sizer1.SetMinSize((PANEL_WIDTH, -1))
555	self.sizer2.SetMinSize((PANEL_WIDTH, -1))
556	self.sizer3.SetMinSize((PANEL_WIDTH, -1))
557	self.sizer4.SetMinSize((PANEL_WIDTH, -1))
558	self.sizer5.SetMinSize((PANEL_WIDTH, -1))
559	self.sizer6.SetMinSize((PANEL_WIDTH, -1))
560
561	self.vbox.Add(self.sizer0)
562	self.vbox.Add(self.sizer1)
563	self.vbox.Add(self.sizer2)
564	self.vbox.Add(self.sizer3)
565	self.vbox.Add(self.sizer4)
566	self.vbox.Add(self.sizer5)
567	self.vbox.Add(self.sizer6)
568
569	def set_layout(self):
570	"""
571	layout
572	"""
573	self.vbox.Layout()
574	self.vbox.Fit(self)
575	self.SetSizer(self.vbox)
576	self.Centre()
577
578	def set_owner(self, owner):
579	"""
580	set owner of fitpage
581
582	:param owner: the class responsible of plotting
583
584	"""
585	self.event_owner = owner
586	self.state.event_owner = owner
587
588	def get_state(self):
589	"""
590	"""
591	return self.state
592
593	def get_data(self):
594	"""
595	return the current data
596	"""
597	return self.data
598
599	def get_data_list(self):
600	"""
601	return the current data
602	"""
603	return self.data_list
604
605	def set_manager(self, manager):
606	"""
607	set panel manager
608
609	:param manager: instance of plugin fitting
610
611	"""
612	self._manager = manager
613	self.state.manager = manager
614
615	def populate_box(self, model_dict):
616	"""
617	Store list of model
618
619	:param model_dict: dictionary containing list of models
620
621	"""
622	self.model_list_box = model_dict
623	self.state.model_list_box = self.model_list_box
624	self.initialize_combox()
625
626	def set_model_dictionary(self, model_dict):
627	"""
628	Store a dictionary linking model name -> model object
629
630	:param model_dict: dictionary containing list of models
631	"""
632	self.model_dict = model_dict
633
634	def initialize_combox(self):
635	"""
636	put default value in the combobox
637	"""
638	## fill combox box
639	if self.model_list_box is None:
640	return
641	if len(self.model_list_box) > 0:
642	## This is obsolete code since form factor box is no longer static.
643	## It is now set dynamically through _show_combox and _show_combos_helper
644	## These are called for first time by formfactor_combo_init
645	## itself called from fitpanel only. If we find that I'm wrong and
646	## we DO need to initialize somehow here - do it by a call to
647	## formfactor_combo_init
648	## self.formfator_combo_init()
649	## BUT NOT HERE -- make it last line of this
650	## method so that structure box is populated before _show_comboox_helper
651	## is called. Otherwise wx will complain mightily:-)
652	##
653	## Also change the name to initiatlize_structurebox along with changes
654	## to other combobox methods (_populate_listbox --> _populate_categorybox
655	## etc )
656	##
657	## PDB 4/26/2014
658	# self._populate_box(self.formfactorbox,
659	# self.model_list_box["Shapes"])
660	self._populate_box(self.structurebox,
661	self.model_list_box["Structure Factors"])
662	self.structurebox.Insert("None", 0, None)
663	self.structurebox.SetSelection(0)
664	self.structurebox.Hide()
665	self.text2.Hide()
666	self.structurebox.Disable()
667	self.text2.Disable()
668
669	if self.model.__class__ in self.model_list_box["P(Q)*S(Q)"]:
670	self.structurebox.Show()
671	self.text2.Show()
672	self.structurebox.Enable()
673	self.text2.Enable()
674
675
676	def set_dispers_sizer(self):
677	"""
678	fill sizer containing dispersity info
679	"""
680	self.sizer4.Clear(True)
681	name = "Polydispersity and Orientational Distribution"
682	box_description = wx.StaticBox(self, -1, name)
683	box_description.SetForegroundColour(wx.BLUE)
684	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
685	#----------------------------------------------------
686	self.disable_disp = wx.RadioButton(self, -1, 'Off', (10, 10),
687	style=wx.RB_GROUP)
688	self.enable_disp = wx.RadioButton(self, -1, 'On', (10, 30))
689	# best size for MAC and PC
690	if ON_MAC:
691	size_q = (30, 20)
692	else:
693	size_q = (20, 15)
694	self.disp_help_bt = wx.Button(self, wx.NewId(), '?',
695	style=wx.BU_EXACTFIT,
696	size=size_q)
697	self.disp_help_bt.Bind(wx.EVT_BUTTON,
698	self.on_pd_help_clicked, id=self.disp_help_bt.GetId())
699	self.disp_help_bt.SetToolTipString("Helps for Polydispersion.")
700
701	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
702	id=self.disable_disp.GetId())
703	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
704	id=self.enable_disp.GetId())
705	#MAC needs SetValue
706	self.disable_disp.SetValue(True)
707	sizer_dispersion = wx.BoxSizer(wx.HORIZONTAL)
708	sizer_dispersion.Add((20, 20))
709	name = "" # Polydispersity and \nOrientational Distribution "
710	sizer_dispersion.Add(wx.StaticText(self, -1, name))
711	sizer_dispersion.Add(self.enable_disp)
712	sizer_dispersion.Add((20, 20))
713	sizer_dispersion.Add(self.disable_disp)
714	sizer_dispersion.Add((25, 20))
715	sizer_dispersion.Add(self.disp_help_bt)
716
717	## fill a sizer for dispersion
718	boxsizer1.Add(sizer_dispersion, 0,
719	wx.TOP \| wx.BOTTOM \| wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE,
720	border=5)
721	self.sizer4_4 = wx.GridBagSizer(6, 5)
722
723	boxsizer1.Add(self.sizer4_4)
724	#-----------------------------------------------------
725	self.sizer4.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
726	self.sizer4_4.Layout()
727	self.sizer4.Layout()
728	self.Layout()
729
730	self.Refresh()
731	## saving the state of enable dispersity button
732	self.state.enable_disp = self.enable_disp.GetValue()
733	self.state.disable_disp = self.disable_disp.GetValue()
734	self.SetupScrolling()
735
736	def onResetModel(self, event):
737	"""
738	Reset model state
739	"""
740	menu = event.GetEventObject()
741	## post help message for the selected model
742	msg = menu.GetHelpString(event.GetId())
743	msg += " reloaded"
744	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
745	self.Show(False)
746	name = menu.GetLabel(event.GetId())
747	self._on_select_model_helper()
748	if self.model != None:
749	self.m_name = self.model.name
750	if name in self.saved_states.keys():
751	previous_state = self.saved_states[name]
752	## reset state of checkbox,textcrtl and regular parameters value
753
754	self.reset_page(previous_state)
755	self.state.m_name = self.m_name
756	self.Show(True)
757
758	def on_preview(self, event):
759	"""
760	Report the current fit results
761	"""
762	# Get plot image from plotpanel
763	images, canvases = self.get_images()
764	# get the report dialog
765	self.state.report(images, canvases)
766
767	def on_save(self, event):
768	"""
769	Save the current state into file
770	"""
771	self.save_current_state()
772	new_state = self.state.clone()
773	# Ask the user the location of the file to write to.
774	path = None
775	if self.parent != None:
776	self._default_save_location = \
777	self._manager.parent._default_save_location
778	dlg = wx.FileDialog(self, "Choose a file", self._default_save_location,
779	self.window_caption, "*.fitv", wx.SAVE)
780
781	if dlg.ShowModal() == wx.ID_OK:
782	path = dlg.GetPath()
783	self._default_save_location = os.path.dirname(path)
784	self._manager.parent._default_save_location =\
785	self._default_save_location
786	else:
787	return None
788	# MAC always needs the extension for saving
789	extens = ".fitv"
790	# Make sure the ext included in the file name
791	fName = os.path.splitext(path)[0] + extens
792	#the manager write the state into file
793	self._manager.save_fit_state(filepath=fName, fitstate=new_state)
794	return new_state
795
796	def on_copy(self, event):
797	"""
798	Copy Parameter values to the clipboad
799	"""
800	if event != None:
801	event.Skip()
802	# It seems MAC needs wxCallAfter
803	if event.GetId() == GUIFRAME_ID.COPYEX_ID:
804	print "copy excel"
805	wx.CallAfter(self.get_copy_excel)
806	elif event.GetId() == GUIFRAME_ID.COPYLAT_ID:
807	print "copy latex"
808	wx.CallAfter(self.get_copy_latex)
809	else:
810	wx.CallAfter(self.get_copy)
811
812
813	def on_paste(self, event):
814	"""
815	Paste Parameter values to the panel if possible
816	"""
817	#if event != None:
818	# event.Skip()
819	# It seems MAC needs wxCallAfter for the setvalues
820	# for multiple textctrl items, otherwise it tends to crash once a while
821	wx.CallAfter(self.get_paste)
822	# messages depending on the flag
823	#self._copy_info(True)
824
825	def _copy_info(self, flag):
826	"""
827	Send event dpemding on flag
828
829	: Param flag: flag that distinguish event
830	"""
831	# messages depending on the flag
832	if flag == None:
833	msg = " Parameter values are copied to the clipboard..."
834	infor = 'warning'
835	elif flag:
836	msg = " Parameter values are pasted from the clipboard..."
837	infor = "warning"
838	else:
839	msg = "Error occurred: "
840	msg += "No valid parameter values to paste from the clipboard..."
841	infor = "warning"
842	# inform msg to wx
843	wx.PostEvent(self._manager.parent,
844	StatusEvent(status=msg, info=infor))
845
846	def _get_time_stamp(self):
847	"""
848	return time and date stings
849	"""
850	# date and time
851	year, month, day, hour, minute, second, _, _, _ = time.localtime()
852	current_time = str(hour) + ":" + str(minute) + ":" + str(second)
853	current_date = str(month) + "/" + str(day) + "/" + str(year)
854	return current_time, current_date
855
856	def on_bookmark(self, event):
857	"""
858	save history of the data and model
859	"""
860	if self.model == None:
861	msg = "Can not bookmark; Please select Data and Model first..."
862	wx.MessageBox(msg, 'Info')
863	return
864	self.save_current_state()
865	new_state = self.state.clone()
866	##Add model state on context menu
867	self.number_saved_state += 1
868	current_time, current_date = self._get_time_stamp()
869	#name= self.model.name+"[%g]"%self.number_saved_state
870	name = "Fitting: %g]" % self.number_saved_state
871	name += self.model.__class__.__name__
872	name += "bookmarked at %s on %s" % (current_time, current_date)
873	self.saved_states[name] = new_state
874
875	## Add item in the context menu
876	msg = "Model saved at %s on %s" % (current_time, current_date)
877	## post help message for the selected model
878	msg += " Saved! right click on this page to retrieve this model"
879	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
880
881	id = wx.NewId()
882	self.popUpMenu.Append(id, name, str(msg))
883	wx.EVT_MENU(self, id, self.onResetModel)
884	wx.PostEvent(self._manager.parent,
885	AppendBookmarkEvent(title=name,
886	hint=str(msg),
887	handler=self._back_to_bookmark))
888
889	def _back_to_bookmark(self, event):
890	"""
891	Back to bookmark
892	"""
893	self._manager.on_perspective(event)
894	self.onResetModel(event)
895	self._draw_model()
896
897	def onSetFocus(self, evt):
898	"""
899	highlight the current textcrtl and hide the error text control shown
900	after fitting
901	"""
902	return
903
904	def read_file(self, path):
905	"""
906	Read two columns file
907
908	:param path: the path to the file to read
909
910	"""
911	try:
912	if path == None:
913	wx.PostEvent(self._manager.parent,
914	StatusEvent(status= \
915	" Selected Distribution was not loaded: %s" % path))
916	return None, None
917	input_f = open(path, 'r')
918	buff = input_f.read()
919	lines = buff.split('\n')
920	input_f.close()
921	angles = []
922	weights = []
923	for line in lines:
924	toks = line.split()
925	try:
926	angle = float(toks[0])
927	weight = float(toks[1])
928	angles.append(angle)
929	weights.append(weight)
930	except:
931	# Skip non-data lines
932	pass
933	return numpy.array(angles), numpy.array(weights)
934	except:
935	raise
936
937	def createMemento(self):
938	"""
939	return the current state of the page
940	"""
941	return self.state.clone()
942
943	def save_current_state(self):
944	"""
945	Store current state
946	"""
947	self.state.engine_type = copy.deepcopy(self.engine_type)
948	## save model option
949	if self.model != None:
950	self.disp_list = self.model.getDispParamList()
951	self.state.disp_list = copy.deepcopy(self.disp_list)
952	self.state.model = self.model.clone()
953
954	#model combobox: complex code because of mac's silent error
955	if self.structurebox != None:
956	if self.structurebox.IsShown():
957	self.state.structurecombobox = 'None'
958	s_select = self.structurebox.GetSelection()
959	if s_select > 0:
960	self.state.structurecombobox = self.structurebox.\
961	GetString(s_select)
962	if self.formfactorbox != None:
963	f_select = self.formfactorbox.GetSelection()
964	if f_select > 0:
965	self.state.formfactorcombobox = self.formfactorbox.\
966	GetString(f_select)
967	if self.categorybox != None:
968	cb_select = self.categorybox.GetSelection()
969	if cb_select > 0:
970	self.state.categorycombobox = self.categorybox.\
971	GetString(cb_select)
972
973	self.state.enable2D = copy.deepcopy(self.enable2D)
974	self.state.values = copy.deepcopy(self.values)
975	self.state.weights = copy.deepcopy(self.weights)
976	## save data
977	self.state.data = copy.deepcopy(self.data)
978	self.state.qmax_x = self.qmax_x
979	self.state.qmin_x = self.qmin_x
980	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
981	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
982	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
983	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
984	self.state.dq_l = self.dq_l
985	self.state.dq_r = self.dq_r
986	if hasattr(self, "enable_disp"):
987	self.state.enable_disp = self.enable_disp.GetValue()
988	self.state.disable_disp = self.disable_disp.GetValue()
989
990	self.state.smearer = copy.deepcopy(self.current_smearer)
991	if hasattr(self, "enable_smearer"):
992	self.state.enable_smearer = \
993	copy.deepcopy(self.enable_smearer.GetValue())
994	self.state.disable_smearer = \
995	copy.deepcopy(self.disable_smearer.GetValue())
996
997	self.state.pinhole_smearer = \
998	copy.deepcopy(self.pinhole_smearer.GetValue())
999	self.state.dx_max = copy.deepcopy(self.dx_max)
1000	self.state.dx_min = copy.deepcopy(self.dx_min)
1001	self.state.dxl = copy.deepcopy(self.dxl)
1002	self.state.dxw = copy.deepcopy(self.dxw)
1003	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
1004
1005	if len(self._disp_obj_dict) > 0:
1006	for k, v in self._disp_obj_dict.iteritems():
1007	self.state._disp_obj_dict[k] = v
1008
1009	self.state.values = copy.deepcopy(self.values)
1010	self.state.weights = copy.deepcopy(self.weights)
1011	## save plotting range
1012	self._save_plotting_range()
1013
1014	self.state.orientation_params = []
1015	self.state.orientation_params_disp = []
1016	self.state.parameters = []
1017	self.state.fittable_param = []
1018	self.state.fixed_param = []
1019	self.state.str_parameters = []
1020
1021	## save checkbutton state and txtcrtl values
1022	self._copy_parameters_state(self.str_parameters,
1023	self.state.str_parameters)
1024	self._copy_parameters_state(self.orientation_params,
1025	self.state.orientation_params)
1026	self._copy_parameters_state(self.orientation_params_disp,
1027	self.state.orientation_params_disp)
1028
1029	self._copy_parameters_state(self.parameters, self.state.parameters)
1030	self._copy_parameters_state(self.fittable_param,
1031	self.state.fittable_param)
1032	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1033	#save chisqr
1034	self.state.tcChi = self.tcChi.GetValue()
1035
1036	def save_current_state_fit(self):
1037	"""
1038	Store current state for fit_page
1039	"""
1040	## save model option
1041	if self.model != None:
1042	self.disp_list = self.model.getDispParamList()
1043	self.state.disp_list = copy.deepcopy(self.disp_list)
1044	self.state.model = self.model.clone()
1045	if hasattr(self, "engine_type"):
1046	self.state.engine_type = copy.deepcopy(self.engine_type)
1047
1048	self.state.enable2D = copy.deepcopy(self.enable2D)
1049	self.state.values = copy.deepcopy(self.values)
1050	self.state.weights = copy.deepcopy(self.weights)
1051	## save data
1052	self.state.data = copy.deepcopy(self.data)
1053
1054	if hasattr(self, "enable_disp"):
1055	self.state.enable_disp = self.enable_disp.GetValue()
1056	self.state.disable_disp = self.disable_disp.GetValue()
1057
1058	self.state.smearer = copy.deepcopy(self.current_smearer)
1059	if hasattr(self, "enable_smearer"):
1060	self.state.enable_smearer = \
1061	copy.deepcopy(self.enable_smearer.GetValue())
1062	self.state.disable_smearer = \
1063	copy.deepcopy(self.disable_smearer.GetValue())
1064
1065	self.state.pinhole_smearer = \
1066	copy.deepcopy(self.pinhole_smearer.GetValue())
1067	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
1068	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
1069	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
1070	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
1071	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
1072	if hasattr(self, "disp_box") and self.disp_box != None:
1073	self.state.disp_box = self.disp_box.GetCurrentSelection()
1074
1075	if len(self.disp_cb_dict) > 0:
1076	for k, v in self.disp_cb_dict.iteritems():
1077	if v == None:
1078	self.state.disp_cb_dict[k] = v
1079	else:
1080	try:
1081	self.state.disp_cb_dict[k] = v.GetValue()
1082	except:
1083	self.state.disp_cb_dict[k] = None
1084	if len(self._disp_obj_dict) > 0:
1085	for k, v in self._disp_obj_dict.iteritems():
1086	self.state._disp_obj_dict[k] = v
1087
1088	self.state.values = copy.deepcopy(self.values)
1089	self.state.weights = copy.deepcopy(self.weights)
1090
1091	## save plotting range
1092	self._save_plotting_range()
1093
1094	## save checkbutton state and txtcrtl values
1095	self._copy_parameters_state(self.orientation_params,
1096	self.state.orientation_params)
1097	self._copy_parameters_state(self.orientation_params_disp,
1098	self.state.orientation_params_disp)
1099	self._copy_parameters_state(self.parameters, self.state.parameters)
1100	self._copy_parameters_state(self.fittable_param,
1101	self.state.fittable_param)
1102	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1103
1104	def check_invalid_panel(self):
1105	"""
1106	check if the user can already perform some action with this panel
1107	"""
1108	if self.data is None:
1109	self.disable_smearer.SetValue(True)
1110	self.disable_disp.SetValue(True)
1111	msg = "Please load Data and select Model to start..."
1112	wx.MessageBox(msg, 'Info')
1113	return True
1114
1115	def set_model_state(self, state):
1116	"""
1117	reset page given a model state
1118	"""
1119	self.disp_cb_dict = state.disp_cb_dict
1120	self.disp_list = state.disp_list
1121
1122	## set the state of the radio box
1123	#self.shape_rbutton.SetValue(state.shape_rbutton)
1124	#self.shape_indep_rbutton.SetValue(state.shape_indep_rbutton)
1125	#self.struct_rbutton.SetValue(state.struct_rbutton)
1126	#self.plugin_rbutton.SetValue(state.plugin_rbutton)
1127
1128	## fill model combobox
1129	self._show_combox_helper()
1130	#select the current model
1131	try:
1132	# to support older version
1133	category_pos = int(state.categorycombobox)
1134	except:
1135	category_pos = 0
1136	for ind_cat in range(self.categorybox.GetCount()):
1137	if self.categorycombobox.GetString(ind_form) == \
1138	state.categorycombobox:
1139	category_pos = int(ind_cat)
1140	break
1141
1142	self.categorybox.Select(category_pos)
1143	try:
1144	# to support older version
1145	formfactor_pos = int(state.formfactorcombobox)
1146	except:
1147	formfactor_pos = 0
1148	for ind_form in range(self.formfactorbox.GetCount()):
1149	if self.formfactorbox.GetString(ind_form) == \
1150	state.formfactorcombobox:
1151	formfactor_pos = int(ind_form)
1152	break
1153
1154	self.formfactorbox.Select(formfactor_pos)
1155
1156	try:
1157	# to support older version
1158	structfactor_pos = int(state.structurecombobox)
1159	except:
1160	structfactor_pos = 0
1161	for ind_struct in range(self.structurebox.GetCount()):
1162	if self.structurebox.GetString(ind_struct) == \
1163	state.structurecombobox:
1164	structfactor_pos = int(ind_struct)
1165	break
1166
1167	self.structurebox.SetSelection(structfactor_pos)
1168
1169	if state.multi_factor != None:
1170	self.multifactorbox.SetSelection(state.multi_factor)
1171
1172	## reset state of checkbox,textcrtl and regular parameters value
1173	self._reset_parameters_state(self.orientation_params_disp,
1174	state.orientation_params_disp)
1175	self._reset_parameters_state(self.orientation_params,
1176	state.orientation_params)
1177	self._reset_parameters_state(self.str_parameters,
1178	state.str_parameters)
1179	self._reset_parameters_state(self.parameters, state.parameters)
1180	## display dispersion info layer
1181	self.enable_disp.SetValue(state.enable_disp)
1182	self.disable_disp.SetValue(state.disable_disp)
1183
1184	if hasattr(self, "disp_box") and self.disp_box != None:
1185	self.disp_box.SetSelection(state.disp_box)
1186	n = self.disp_box.GetCurrentSelection()
1187	dispersity = self.disp_box.GetClientData(n)
1188	name = dispersity.__name__
1189
1190	self._set_dipers_Param(event=None)
1191
1192	if name == "ArrayDispersion":
1193
1194	for item in self.disp_cb_dict.keys():
1195
1196	if hasattr(self.disp_cb_dict[item], "SetValue"):
1197	self.disp_cb_dict[item].SetValue(\
1198	state.disp_cb_dict[item])
1199	# Create the dispersion objects
1200	from sas.models.dispersion_models import ArrayDispersion
1201	disp_model = ArrayDispersion()
1202	if hasattr(state, "values") and \
1203	self.disp_cb_dict[item].GetValue() == True:
1204	if len(state.values) > 0:
1205	self.values = state.values
1206	self.weights = state.weights
1207	disp_model.set_weights(self.values,
1208	state.weights)
1209	else:
1210	self._reset_dispersity()
1211
1212	self._disp_obj_dict[item] = disp_model
1213	# Set the new model as the dispersion object
1214	#for the selected parameter
1215	self.model.set_dispersion(item, disp_model)
1216
1217	self.model._persistency_dict[item] = \
1218	[state.values, state.weights]
1219
1220	else:
1221	keys = self.model.getParamList()
1222	for item in keys:
1223	if item in self.disp_list and \
1224	not item in self.model.details:
1225	self.model.details[item] = ["", None, None]
1226	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1227	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1228	## smearing info restore
1229	if hasattr(self, "enable_smearer"):
1230	## set smearing value whether or not the data
1231	#contain the smearing info
1232	self.enable_smearer.SetValue(state.enable_smearer)
1233	self.disable_smearer.SetValue(state.disable_smearer)
1234	self.onSmear(event=None)
1235	self.pinhole_smearer.SetValue(state.pinhole_smearer)
1236	self.slit_smearer.SetValue(state.slit_smearer)
1237
1238	self.dI_noweight.SetValue(state.dI_noweight)
1239	self.dI_didata.SetValue(state.dI_didata)
1240	self.dI_sqrdata.SetValue(state.dI_sqrdata)
1241	self.dI_idata.SetValue(state.dI_idata)
1242
1243	## we have two more options for smearing
1244	if self.pinhole_smearer.GetValue():
1245	self.onPinholeSmear(event=None)
1246	elif self.slit_smearer.GetValue():
1247	self.onSlitSmear(event=None)
1248
1249	## reset state of checkbox,textcrtl and dispersity parameters value
1250	self._reset_parameters_state(self.fittable_param, state.fittable_param)
1251	self._reset_parameters_state(self.fixed_param, state.fixed_param)
1252
1253	## draw the model with previous parameters value
1254	self._onparamEnter_helper()
1255	self.select_param(event=None)
1256	#Save state_fit
1257	self.save_current_state_fit()
1258	self._lay_out()
1259	self.Refresh()
1260
1261	def reset_page_helper(self, state):
1262	"""
1263	Use page_state and change the state of existing page
1264
1265	:precondition: the page is already drawn or created
1266
1267	:postcondition: the state of the underlying data change as well as the
1268	state of the graphic interface
1269	"""
1270	if state == None:
1271	return
1272	# set data, etc. from the state
1273	# reset page between theory and fitting from bookmarking
1274	#if state.data == None:
1275	# data = None
1276	#else:
1277	data = state.data
1278
1279	if data == None:
1280	data_min = state.qmin
1281	data_max = state.qmax
1282	self.qmin_x = data_min
1283	self.qmax_x = data_max
1284	self.qmin.SetValue(str(data_min))
1285	self.qmax.SetValue(str(data_max))
1286
1287	self.state.data = data
1288	self.state.qmin = self.qmin_x
1289	self.state.qmax = self.qmax_x
1290	else:
1291	self.set_data(data)
1292
1293	self.enable2D = state.enable2D
1294	try:
1295	self.magnetic_on = state.magnetic_on
1296	except:
1297	# Backward compatibility (for older state files)
1298	self.magnetic_on = False
1299	self.engine_type = state.engine_type
1300
1301	self.disp_cb_dict = state.disp_cb_dict
1302	self.disp_list = state.disp_list
1303
1304	## set the state of the radio box
1305	#self.shape_rbutton.SetValue(state.shape_rbutton)
1306	#self.shape_indep_rbutton.SetValue(state.shape_indep_rbutton)
1307	#self.struct_rbutton.SetValue(state.struct_rbutton)
1308	#self.plugin_rbutton.SetValue(state.plugin_rbutton)
1309
1310	## fill model combobox
1311	self._show_combox_helper()
1312	#select the current model
1313	try:
1314	# to support older version
1315	category_pos = int(state.categorycombobox)
1316	except:
1317	category_pos = 0
1318	for ind_cat in range(self.categorybox.GetCount()):
1319	if self.categorybox.GetString(ind_cat) == \
1320	state.categorycombobox:
1321	category_pos = int(ind_cat)
1322	break
1323
1324	self.categorybox.Select(category_pos)
1325	self._show_combox(None)
1326	try:
1327	# to support older version
1328	formfactor_pos = int(state.formfactorcombobox)
1329	except:
1330	formfactor_pos = 0
1331	for ind_form in range(self.formfactorbox.GetCount()):
1332	if self.formfactorbox.GetString(ind_form) == \
1333	(state.formfactorcombobox):
1334	formfactor_pos = int(ind_form)
1335	break
1336
1337	self.formfactorbox.Select(formfactor_pos)
1338
1339	try:
1340	# to support older version
1341	structfactor_pos = int(state.structurecombobox)
1342	except:
1343	structfactor_pos = 0
1344	for ind_struct in range(self.structurebox.GetCount()):
1345	if self.structurebox.GetString(ind_struct) == \
1346	(state.structurecombobox):
1347	structfactor_pos = int(ind_struct)
1348	break
1349
1350	self.structurebox.SetSelection(structfactor_pos)
1351
1352	if state.multi_factor != None:
1353	self.multifactorbox.SetSelection(state.multi_factor)
1354
1355	#reset the fitting engine type
1356	self.engine_type = state.engine_type
1357	#draw the pnael according to the new model parameter
1358	self._on_select_model(event=None)
1359
1360	# take care of 2D button
1361	if data == None and self.model_view.IsEnabled():
1362	if self.enable2D:
1363	self.model_view.SetLabel("2D Mode")
1364	else:
1365	self.model_view.SetLabel("1D Mode")
1366	# else:
1367
1368	if self._manager != None and self.engine_type != None:
1369	self._manager._on_change_engine(engine=self.engine_type)
1370	## set the select all check box to the a given state
1371	self.cb1.SetValue(state.cb1)
1372
1373	## reset state of checkbox,textcrtl and regular parameters value
1374	self._reset_parameters_state(self.orientation_params_disp,
1375	state.orientation_params_disp)
1376	self._reset_parameters_state(self.orientation_params,
1377	state.orientation_params)
1378	self._reset_parameters_state(self.str_parameters,
1379	state.str_parameters)
1380	self._reset_parameters_state(self.parameters, state.parameters)
1381	## display dispersion info layer
1382	self.enable_disp.SetValue(state.enable_disp)
1383	self.disable_disp.SetValue(state.disable_disp)
1384	# If the polydispersion is ON
1385	if state.enable_disp:
1386	# reset dispersion according the state
1387	self._set_dipers_Param(event=None)
1388	self._reset_page_disp_helper(state)
1389	##plotting range restore
1390	self._reset_plotting_range(state)
1391	## smearing info restore
1392	if hasattr(self, "enable_smearer"):
1393	## set smearing value whether or not the data
1394	#contain the smearing info
1395	self.enable_smearer.SetValue(state.enable_smearer)
1396	self.disable_smearer.SetValue(state.disable_smearer)
1397	self.onSmear(event=None)
1398	self.pinhole_smearer.SetValue(state.pinhole_smearer)
1399	self.slit_smearer.SetValue(state.slit_smearer)
1400	try:
1401	self.dI_noweight.SetValue(state.dI_noweight)
1402	self.dI_didata.SetValue(state.dI_didata)
1403	self.dI_sqrdata.SetValue(state.dI_sqrdata)
1404	self.dI_idata.SetValue(state.dI_idata)
1405	except:
1406	# to support older state file formats
1407	self.dI_noweight.SetValue(False)
1408	self.dI_didata.SetValue(True)
1409	self.dI_sqrdata.SetValue(False)
1410	self.dI_idata.SetValue(False)
1411
1412	## we have two more options for smearing
1413	if self.pinhole_smearer.GetValue():
1414	self.dx_min = state.dx_min
1415	self.dx_max = state.dx_max
1416	if self.dx_min != None:
1417	self.smear_pinhole_min.SetValue(str(self.dx_min))
1418	if self.dx_max != None:
1419	self.smear_pinhole_max.SetValue(str(self.dx_max))
1420	self.onPinholeSmear(event=None)
1421	elif self.slit_smearer.GetValue():
1422	self.dxl = state.dxl
1423	self.dxw = state.dxw
1424	if self.dxl != None:
1425	self.smear_slit_height.SetValue(str(self.dxl))
1426	if self.dxw != None:
1427	self.smear_slit_width.SetValue(str(self.dxw))
1428	else:
1429	self.smear_slit_width.SetValue('')
1430	self.onSlitSmear(event=None)
1431
1432	## reset state of checkbox,textcrtl and dispersity parameters value
1433	self._reset_parameters_state(self.fittable_param, state.fittable_param)
1434	self._reset_parameters_state(self.fixed_param, state.fixed_param)
1435
1436	## draw the model with previous parameters value
1437	self._onparamEnter_helper()
1438	#reset the value of chisqr when not consistent with the value computed
1439	self.tcChi.SetValue(str(self.state.tcChi))
1440	## reset context menu items
1441	self._reset_context_menu()
1442
1443	## set the value of the current state to the state given as parameter
1444	self.state = state.clone()
1445	self.state.m_name = self.m_name
1446
1447	def _reset_page_disp_helper(self, state):
1448	"""
1449	Help to rest page for dispersions
1450	"""
1451	keys = self.model.getParamList()
1452	for item in keys:
1453	if item in self.disp_list and \
1454	not item in self.model.details:
1455	self.model.details[item] = ["", None, None]
1456	#for k,v in self.state.disp_cb_dict.iteritems():
1457	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1458	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1459	self.values = copy.deepcopy(state.values)
1460	self.weights = copy.deepcopy(state.weights)
1461
1462	for key, disp in state._disp_obj_dict.iteritems():
1463	# From saved file, disp_model can not be sent in model obj.
1464	# it will be sent as a string here, then converted to model object.
1465	if disp.__class__.__name__ == 'str':
1466	disp_model = None
1467	com_str = "from sas.models.dispersion_models "
1468	com_str += "import %s as disp_func \ndisp_model = disp_func()"
1469	exec com_str % disp
1470	else:
1471	disp_model = disp
1472	self._disp_obj_dict[key] = disp_model
1473	param_name = key.split('.')[0]
1474	# Try to set dispersion only when available
1475	# for eg., pass the orient. angles for 1D Cal
1476	try:
1477	self.model.set_dispersion(param_name, disp_model)
1478	self.model._persistency_dict[key] = \
1479	[state.values, state.weights]
1480	except:
1481	pass
1482	selection = self._find_polyfunc_selection(disp_model)
1483	for list in self.fittable_param:
1484	if list[1] == key and list[7] != None:
1485	list[7].SetSelection(selection)
1486	# For the array disp_model, set the values and weights
1487	if selection == 1:
1488	disp_model.set_weights(self.values[key],
1489	self.weights[key])
1490	try:
1491	# Diables all fittable params for array
1492	list[0].SetValue(False)
1493	list[0].Disable()
1494	list[2].Disable()
1495	list[5].Disable()
1496	list[6].Disable()
1497	except:
1498	pass
1499	# For array, disable all fixed params
1500	if selection == 1:
1501	for item in self.fixed_param:
1502	if item[1].split(".")[0] == key.split(".")[0]:
1503	# try it and pass it for the orientation for 1D
1504	try:
1505	item[2].Disable()
1506	except:
1507	pass
1508
1509	# Make sure the check box updated when all checked
1510	if self.cb1.GetValue():
1511	self.select_all_param(None)
1512
1513	def _selectDlg(self):
1514	"""
1515	open a dialog file to selected the customized dispersity
1516	"""
1517	if self.parent != None:
1518	self._default_save_location = \
1519	self._manager.parent.get_save_location()
1520	dlg = wx.FileDialog(self, "Choose a weight file",
1521	self._default_save_location, "",
1522	".", wx.OPEN)
1523	path = None
1524	if dlg.ShowModal() == wx.ID_OK:
1525	path = dlg.GetPath()
1526	dlg.Destroy()
1527	return path
1528
1529	def _reset_context_menu(self):
1530	"""
1531	reset the context menu
1532	"""
1533	for name, _ in self.state.saved_states.iteritems():
1534	self.number_saved_state += 1
1535	## Add item in the context menu
1536	id = wx.NewId()
1537	msg = 'Save model and state %g' % self.number_saved_state
1538	self.popUpMenu.Append(id, name, msg)
1539	wx.EVT_MENU(self, id, self.onResetModel)
1540
1541	def _reset_plotting_range(self, state):
1542	"""
1543	Reset the plotting range to a given state
1544	"""
1545	self.qmin.SetValue(str(state.qmin))
1546	self.qmax.SetValue(str(state.qmax))
1547
1548	def _save_typeOfmodel(self):
1549	"""
1550	save radiobutton containing the type model that can be selected
1551	"""
1552	#self.state.shape_rbutton = self.shape_rbutton.GetValue()
1553	#self.state.shape_indep_rbutton = self.shape_indep_rbutton.GetValue()
1554	#self.state.struct_rbutton = self.struct_rbutton.GetValue()
1555	#self.state.plugin_rbutton = self.plugin_rbutton.GetValue()
1556	self.state.structurecombobox = self.structurebox.GetLabel()
1557	self.state.formfactorcombobox = self.formfactorbox.GetLabel()
1558	self.state.categorycombobox = self.categorybox.GetLabel()
1559
1560	## post state to fit panel
1561	event = PageInfoEvent(page=self)
1562	wx.PostEvent(self.parent, event)
1563
1564	def _save_plotting_range(self):
1565	"""
1566	save the state of plotting range
1567	"""
1568	self.state.qmin = self.qmin_x
1569	self.state.qmax = self.qmax_x
1570	self.state.npts = self.npts_x
1571
1572	def _onparamEnter_helper(self):
1573	"""
1574	check if values entered by the user are changed and valid to replot
1575	model
1576	"""
1577	# Flag to register when a parameter has changed.
1578	is_modified = False
1579	self.fitrange = True
1580	is_2Ddata = False
1581	#self._undo.Enable(True)
1582	# check if 2d data
1583	if self.data.__class__.__name__ == "Data2D":
1584	is_2Ddata = True
1585	if self.model != None:
1586	try:
1587	is_modified = self._check_value_enter(self.fittable_param,
1588	is_modified)
1589	is_modified = self._check_value_enter(self.fixed_param,
1590	is_modified)
1591	is_modified = self._check_value_enter(self.parameters,
1592	is_modified)
1593	except:
1594	pass
1595
1596	# Here we should check whether the boundaries have been modified.
1597	# If qmin and qmax have been modified, update qmin and qmax and
1598	# set the is_modified flag to True
1599	if self._validate_qrange(self.qmin, self.qmax):
1600	tempmin = float(self.qmin.GetValue())
1601	if tempmin != self.qmin_x:
1602	self.qmin_x = tempmin
1603	is_modified = True
1604	tempmax = float(self.qmax.GetValue())
1605	if tempmax != self.qmax_x:
1606	self.qmax_x = tempmax
1607	is_modified = True
1608
1609	if is_2Ddata:
1610	# set mask
1611	is_modified = self._validate_Npts()
1612
1613	else:
1614	self.fitrange = False
1615
1616	if not self.data.is_data:
1617	is_modified = True
1618
1619	## if any value is modify draw model with new value
1620	if not self.fitrange:
1621	#self.btFit.Disable()
1622	if is_2Ddata:
1623	self.btEditMask.Disable()
1624	else:
1625	if is_2Ddata and self.data.is_data and not self.batch_on:
1626	self.btEditMask.Enable(True)
1627	if is_modified and self.fitrange:
1628	# Theory case: need to get npts value to draw
1629	self.npts_x = float(self.Npts_total.GetValue())
1630	self.create_default_data()
1631	self.state_change = True
1632	self._draw_model()
1633	self.Refresh()
1634	return is_modified
1635
1636	def _update_paramv_on_fit(self):
1637	"""
1638	make sure that update param values just before the fitting
1639	"""
1640	#flag for qmin qmax check values
1641	flag = True
1642	self.fitrange = True
1643	is_modified = False
1644
1645	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1646	#updating ... ",type="update"))
1647
1648	##So make sure that update param values on_Fit.
1649	#self._undo.Enable(True)
1650	if self.model != None:
1651	if self.Npts_total.GetValue() != self.Npts_fit.GetValue():
1652	if not self.data.is_data:
1653	self._manager.page_finder[self.uid].set_fit_data(data=\
1654	[self.data])
1655	##Check the values
1656	self._check_value_enter(self.fittable_param, is_modified)
1657	self._check_value_enter(self.fixed_param, is_modified)
1658	self._check_value_enter(self.parameters, is_modified)
1659
1660	# If qmin and qmax have been modified, update qmin and qmax and
1661	# Here we should check whether the boundaries have been modified.
1662	# If qmin and qmax have been modified, update qmin and qmax and
1663	# set the is_modified flag to True
1664	self.fitrange = self._validate_qrange(self.qmin, self.qmax)
1665	if self.fitrange:
1666	tempmin = float(self.qmin.GetValue())
1667	if tempmin != self.qmin_x:
1668	self.qmin_x = tempmin
1669	tempmax = float(self.qmax.GetValue())
1670	if tempmax != self.qmax_x:
1671	self.qmax_x = tempmax
1672	if tempmax == tempmin:
1673	flag = False
1674	temp_smearer = None
1675	if not self.disable_smearer.GetValue():
1676	temp_smearer = self.current_smearer
1677	if self.slit_smearer.GetValue():
1678	flag = self.update_slit_smear()
1679	elif self.pinhole_smearer.GetValue():
1680	flag = self.update_pinhole_smear()
1681	else:
1682	self._manager.set_smearer(smearer=temp_smearer,
1683	uid=self.uid,
1684	fid=self.data.id,
1685	qmin=float(self.qmin_x),
1686	qmax=float(self.qmax_x),
1687	enable_smearer=not self.disable_smearer.GetValue(),
1688	draw=False)
1689	elif not self._is_2D():
1690	self._manager.set_smearer(smearer=temp_smearer,
1691	qmin=float(self.qmin_x),
1692	uid=self.uid,
1693	fid=self.data.id,
1694	qmax=float(self.qmax_x),
1695	enable_smearer=not self.disable_smearer.GetValue(),
1696	draw=False)
1697	if self.data != None:
1698	index_data = ((self.qmin_x <= self.data.x) & \
1699	(self.data.x <= self.qmax_x))
1700	val = str(len(self.data.x[index_data == True]))
1701	self.Npts_fit.SetValue(val)
1702	else:
1703	# No data in the panel
1704	try:
1705	self.npts_x = float(self.Npts_total.GetValue())
1706	except:
1707	flag = False
1708	return flag
1709	flag = True
1710	if self._is_2D():
1711	# only 2D case set mask
1712	flag = self._validate_Npts()
1713	if not flag:
1714	return flag
1715	else:
1716	flag = False
1717	else:
1718	flag = False
1719
1720	#For invalid q range, disable the mask editor and fit button, vs.
1721	if not self.fitrange:
1722	if self._is_2D():
1723	self.btEditMask.Disable()
1724	else:
1725	if self._is_2D() and self.data.is_data and not self.batch_on:
1726	self.btEditMask.Enable(True)
1727
1728	if not flag:
1729	msg = "Cannot Plot or Fit :Must select a "
1730	msg += " model or Fitting range is not valid!!! "
1731	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1732
1733	try:
1734	self.save_current_state()
1735	except:
1736	pass
1737
1738	return flag
1739
1740	def _is_modified(self, is_modified):
1741	"""
1742	return to self._is_modified
1743	"""
1744	return is_modified
1745
1746	def _reset_parameters_state(self, listtorestore, statelist):
1747	"""
1748	Reset the parameters at the given state
1749	"""
1750	if len(statelist) == 0 or len(listtorestore) == 0:
1751	return
1752	if len(statelist) != len(listtorestore):
1753	return
1754
1755	for j in range(len(listtorestore)):
1756	item_page = listtorestore[j]
1757	item_page_info = statelist[j]
1758	##change the state of the check box for simple parameters
1759	if item_page[0] != None:
1760	item_page[0].SetValue(item_page_info[0])
1761	if item_page[2] != None:
1762	item_page[2].SetValue(item_page_info[2])
1763	if item_page[2].__class__.__name__ == "ComboBox":
1764	if item_page_info[2] in self.model.fun_list:
1765	fun_val = self.model.fun_list[item_page_info[2]]
1766	self.model.setParam(item_page_info[1], fun_val)
1767	if item_page[3] != None:
1768	## show or hide text +/-
1769	if item_page_info[2]:
1770	item_page[3].Show(True)
1771	else:
1772	item_page[3].Hide()
1773	if item_page[4] != None:
1774	## show of hide the text crtl for fitting error
1775	if item_page_info[4][0]:
1776	item_page[4].Show(True)
1777	item_page[4].SetValue(item_page_info[4][1])
1778	else:
1779	item_page[3].Hide()
1780	if item_page[5] != None:
1781	## show of hide the text crtl for fitting error
1782	item_page[5].Show(item_page_info[5][0])
1783	item_page[5].SetValue(item_page_info[5][1])
1784
1785	if item_page[6] != None:
1786	## show of hide the text crtl for fitting error
1787	item_page[6].Show(item_page_info[6][0])
1788	item_page[6].SetValue(item_page_info[6][1])
1789
1790	def _reset_strparam_state(self, listtorestore, statelist):
1791	"""
1792	Reset the string parameters at the given state
1793	"""
1794	if len(statelist) == 0:
1795	return
1796
1797	listtorestore = copy.deepcopy(statelist)
1798
1799	for j in range(len(listtorestore)):
1800	item_page = listtorestore[j]
1801	item_page_info = statelist[j]
1802	##change the state of the check box for simple parameters
1803
1804	if item_page[0] != None:
1805	item_page[0].SetValue(format_number(item_page_info[0], True))
1806
1807	if item_page[2] != None:
1808	param_name = item_page_info[1]
1809	value = item_page_info[2]
1810	selection = value
1811	if value in self.model.fun_list:
1812	selection = self.model.fun_list[value]
1813	item_page[2].SetValue(selection)
1814	self.model.setParam(param_name, selection)
1815
1816	def _copy_parameters_state(self, listtocopy, statelist):
1817	"""
1818	copy the state of button
1819
1820	:param listtocopy: the list of check button to copy
1821	:param statelist: list of state object to store the current state
1822
1823	"""
1824	if len(listtocopy) == 0:
1825	return
1826
1827	for item in listtocopy:
1828
1829	checkbox_state = None
1830	if item[0] != None:
1831	checkbox_state = item[0].GetValue()
1832	parameter_name = item[1]
1833	parameter_value = None
1834	if item[2] != None:
1835	parameter_value = item[2].GetValue()
1836	static_text = None
1837	if item[3] != None:
1838	static_text = item[3].IsShown()
1839	error_value = None
1840	error_state = None
1841	if item[4] != None:
1842	error_value = item[4].GetValue()
1843	error_state = item[4].IsShown()
1844
1845	min_value = None
1846	min_state = None
1847	if item[5] != None:
1848	min_value = item[5].GetValue()
1849	min_state = item[5].IsShown()
1850
1851	max_value = None
1852	max_state = None
1853	if item[6] != None:
1854	max_value = item[6].GetValue()
1855	max_state = item[6].IsShown()
1856	unit = None
1857	if item[7] != None:
1858	unit = item[7].GetLabel()
1859
1860	statelist.append([checkbox_state, parameter_name, parameter_value,
1861	static_text, [error_state, error_value],
1862	[min_state, min_value],
1863	[max_state, max_value], unit])
1864
1865
1866	def _draw_model(self, update_chisqr=True, source='model'):
1867	"""
1868	Method to draw or refresh a plotted model.
1869	The method will use the data member from the model page
1870	to build a call to the fitting perspective manager.
1871
1872	:param chisqr: update chisqr value [bool]
1873	"""
1874	wx.CallAfter(self._draw_model_after, update_chisqr, source)
1875
1876	def _draw_model_after(self, update_chisqr=True, source='model'):
1877	"""
1878	Method to draw or refresh a plotted model.
1879	The method will use the data member from the model page
1880	to build a call to the fitting perspective manager.
1881
1882	:param chisqr: update chisqr value [bool]
1883	"""
1884	#if self.check_invalid_panel():
1885	# return
1886	if self.model != None:
1887	temp_smear = None
1888	if hasattr(self, "enable_smearer"):
1889	if not self.disable_smearer.GetValue():
1890	temp_smear = self.current_smearer
1891	# compute weight for the current data
1892	from sas.perspectives.fitting.utils import get_weight
1893	flag = self.get_weight_flag()
1894	weight = get_weight(data=self.data, is2d=self._is_2D(), flag=flag)
1895	toggle_mode_on = self.model_view.IsEnabled()
1896	is_2d = self._is_2D()
1897	self._manager.draw_model(self.model,
1898	data=self.data,
1899	smearer=temp_smear,
1900	qmin=float(self.qmin_x),
1901	qmax=float(self.qmax_x),
1902	page_id=self.uid,
1903	toggle_mode_on=toggle_mode_on,
1904	state=self.state,
1905	enable2D=is_2d,
1906	update_chisqr=update_chisqr,
1907	source='model',
1908	weight=weight)
1909
1910	def _on_show_sld(self, event=None):
1911	"""
1912	Plot SLD profile
1913	"""
1914	# get profile data
1915	x, y = self.model.getProfile()
1916
1917	from sas.plottools import Data1D as pf_data1d
1918	#from sas.perspectives.theory.profile_dialog import SLDPanel
1919	from sas.guiframe.local_perspectives.plotting.profile_dialog \
1920	import SLDPanel
1921	sld_data = pf_data1d(x, y)
1922	sld_data.name = 'SLD'
1923	sld_data.axes = self.sld_axes
1924	self.panel = SLDPanel(self, data=sld_data, axes=self.sld_axes, id=-1)
1925	self.panel.ShowModal()
1926
1927	def _set_multfactor_combobox(self, multiplicity=10):
1928	"""
1929	Set comboBox for muitfactor of CoreMultiShellModel
1930	:param multiplicit: no. of multi-functionality
1931	"""
1932	# build content of the combobox
1933	for idx in range(0, multiplicity):
1934	self.multifactorbox.Append(str(idx), int(idx))
1935	self._hide_multfactor_combobox()
1936
1937	def _show_multfactor_combobox(self):
1938	"""
1939	Show the comboBox of muitfactor of CoreMultiShellModel
1940	"""
1941	if not self.mutifactor_text.IsShown():
1942	self.mutifactor_text.Show(True)
1943	self.mutifactor_text1.Show(True)
1944	if not self.multifactorbox.IsShown():
1945	self.multifactorbox.Show(True)
1946
1947	def _hide_multfactor_combobox(self):
1948	"""
1949	Hide the comboBox of muitfactor of CoreMultiShellModel
1950	"""
1951	if self.mutifactor_text.IsShown():
1952	self.mutifactor_text.Hide()
1953	self.mutifactor_text1.Hide()
1954	if self.multifactorbox.IsShown():
1955	self.multifactorbox.Hide()
1956
1957	def formfactor_combo_init(self):
1958	"""
1959	First time calls _show_combox_helper
1960	"""
1961	self._show_combox(None)
1962
1963	def _show_combox_helper(self):
1964	"""
1965	Fill panel's combo box according to the type of model selected
1966	"""
1967	custom_model = 'Customized Models'
1968	mod_cat = self.categorybox.GetStringSelection()
1969	self.structurebox.SetSelection(0)
1970	self.structurebox.Disable()
1971	self.formfactorbox.Clear()
1972	if mod_cat == None:
1973	return
1974	m_list = []
1975	try:
1976	if mod_cat == custom_model:
1977	for model in self.model_list_box[mod_cat]:
1978	str_m = str(model).split(".")[0]
1979	#self.model_box.Append(str_m)
1980	m_list.append(self.model_dict[str_m])
1981	else:
1982	cat_dic = self.master_category_dict[mod_cat]
1983	for (model, enabled) in cat_dic:
1984	if enabled:
1985	m_list.append(self.model_dict[model])
1986	#else:
1987	# msg = "This model is disabled by Category Manager."
1988	# wx.PostEvent(self.parent.parent,
1989	# StatusEvent(status=msg, info="error"))
1990	except:
1991	msg = "%s\n" % (sys.exc_value)
1992	wx.PostEvent(self._manager.parent,
1993	StatusEvent(status=msg, info="error"))
1994	self._populate_box(self.formfactorbox, m_list)
1995
1996	def _on_modify_cat(self, event=None):
1997	self._manager.parent.on_category_panel(event)
1998
1999	def _show_combox(self, event=None):
2000	"""
2001	Show combox box associate with type of model selected
2002	"""
2003	self.Show(False)
2004	self._show_combox_helper()
2005	self._on_select_model(event=None)
2006	self.Show(True)
2007	self._save_typeOfmodel()
2008	self.sizer4_4.Layout()
2009	self.sizer4.Layout()
2010	self.Layout()
2011	self.Refresh()
2012
2013	def _populate_box(self, combobox, list):
2014	"""
2015	fill combox box with dict item
2016
2017	:param list: contains item to fill the combox
2018	item must model class
2019	"""
2020	mlist = []
2021	for models in list:
2022	model = models()
2023	name = model.__class__.__name__
2024	if models.__name__ != "NoStructure":
2025	if hasattr(model, "name"):
2026	name = model.name
2027	mlist.append((name, models))
2028
2029	# Sort the models
2030	mlist_sorted = sorted(mlist)
2031	for item in mlist_sorted:
2032	combobox.Append(item[0], item[1])
2033	return 0
2034
2035	def _onQrangeEnter(self, event):
2036	"""
2037	Check validity of value enter in the Q range field
2038
2039	"""
2040	tcrtl = event.GetEventObject()
2041	#Clear msg if previously shown.
2042	msg = ""
2043	wx.PostEvent(self.parent, StatusEvent(status=msg))
2044	# Flag to register when a parameter has changed.
2045	#is_modified = False
2046	if tcrtl.GetValue().lstrip().rstrip() != "":
2047	try:
2048	float(tcrtl.GetValue())
2049	tcrtl.SetBackgroundColour(wx.WHITE)
2050	# If qmin and qmax have been modified, update qmin and qmax
2051	if self._validate_qrange(self.qmin, self.qmax):
2052	tempmin = float(self.qmin.GetValue())
2053	if tempmin != self.qmin_x:
2054	self.qmin_x = tempmin
2055	tempmax = float(self.qmax.GetValue())
2056	if tempmax != self.qmax_x:
2057	self.qmax_x = tempmax
2058	else:
2059	tcrtl.SetBackgroundColour("pink")
2060	msg = "Model Error: wrong value entered: %s" % sys.exc_value
2061	wx.PostEvent(self.parent, StatusEvent(status=msg))
2062	return
2063	except:
2064	tcrtl.SetBackgroundColour("pink")
2065	msg = "Model Error: wrong value entered: %s" % sys.exc_value
2066	wx.PostEvent(self.parent, StatusEvent(status=msg))
2067	return
2068	#Check if # of points for theory model are valid(>0).
2069	if self.npts != None:
2070	if check_float(self.npts):
2071	temp_npts = float(self.npts.GetValue())
2072	if temp_npts != self.num_points:
2073	self.num_points = temp_npts
2074	#is_modified = True
2075	else:
2076	msg = "Cannot plot: No points in Q range!!! "
2077	wx.PostEvent(self.parent, StatusEvent(status=msg))
2078	else:
2079	tcrtl.SetBackgroundColour("pink")
2080	msg = "Model Error: wrong value entered!!!"
2081	wx.PostEvent(self.parent, StatusEvent(status=msg))
2082	self.save_current_state()
2083	event = PageInfoEvent(page=self)
2084	wx.PostEvent(self.parent, event)
2085	self.state_change = False
2086	#Draw the model for a different range
2087	if not self.data.is_data:
2088	self.create_default_data()
2089	self._draw_model()
2090
2091	def _theory_qrange_enter(self, event):
2092	"""
2093	Check validity of value enter in the Q range field
2094	"""
2095
2096	tcrtl = event.GetEventObject()
2097	#Clear msg if previously shown.
2098	msg = ""
2099	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2100	# Flag to register when a parameter has changed.
2101	is_modified = False
2102	if tcrtl.GetValue().lstrip().rstrip() != "":
2103	try:
2104	value = float(tcrtl.GetValue())
2105	tcrtl.SetBackgroundColour(wx.WHITE)
2106
2107	# If qmin and qmax have been modified, update qmin and qmax
2108	if self._validate_qrange(self.theory_qmin, self.theory_qmax):
2109	tempmin = float(self.theory_qmin.GetValue())
2110	if tempmin != self.theory_qmin_x:
2111	self.theory_qmin_x = tempmin
2112	tempmax = float(self.theory_qmax.GetValue())
2113	if tempmax != self.qmax_x:
2114	self.theory_qmax_x = tempmax
2115	else:
2116	tcrtl.SetBackgroundColour("pink")
2117	msg = "Model Error: wrong value entered: %s" % sys.exc_value
2118	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2119	return
2120	except:
2121	tcrtl.SetBackgroundColour("pink")
2122	msg = "Model Error: wrong value entered: %s" % sys.exc_value
2123	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2124	return
2125	#Check if # of points for theory model are valid(>0).
2126	if self.Npts_total.IsEditable():
2127	if check_float(self.Npts_total):
2128	temp_npts = float(self.Npts_total.GetValue())
2129	if temp_npts != self.num_points:
2130	self.num_points = temp_npts
2131	is_modified = True
2132	else:
2133	msg = "Cannot Plot: No points in Q range!!! "
2134	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2135	else:
2136	tcrtl.SetBackgroundColour("pink")
2137	msg = "Model Error: wrong value entered!!!"
2138	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2139	self.save_current_state()
2140	event = PageInfoEvent(page=self)
2141	wx.PostEvent(self.parent, event)
2142	self.state_change = False
2143	#Draw the model for a different range
2144	self.create_default_data()
2145	self._draw_model()
2146
2147	def _on_select_model_helper(self):
2148	"""
2149	call back for model selection
2150	"""
2151	## reset dictionary containing reference to dispersion
2152	self._disp_obj_dict = {}
2153	self.disp_cb_dict = {}
2154	self.temp_multi_functional = False
2155	f_id = self.formfactorbox.GetCurrentSelection()
2156	#For MAC
2157	form_factor = None
2158	if f_id >= 0:
2159	form_factor = self.formfactorbox.GetClientData(f_id)
2160
2161	if not form_factor in self.model_list_box["multiplication"]:
2162	self.structurebox.Hide()
2163	self.text2.Hide()
2164	self.structurebox.Disable()
2165	self.structurebox.SetSelection(0)
2166	self.text2.Disable()
2167	else:
2168	self.structurebox.Show()
2169	self.text2.Show()
2170	self.structurebox.Enable()
2171	self.text2.Enable()
2172
2173	if form_factor != None:
2174	# set multifactor for Mutifunctional models
2175	if form_factor().__class__ in \
2176	self.model_list_box["Multi-Functions"]:
2177	m_id = self.multifactorbox.GetCurrentSelection()
2178	multiplicity = form_factor().multiplicity_info[0]
2179	self.multifactorbox.Clear()
2180	self._set_multfactor_combobox(multiplicity)
2181	self._show_multfactor_combobox()
2182	#ToDo: this info should be called directly from the model
2183	text = form_factor().multiplicity_info[1] # 'No. of Shells: '
2184
2185	self.mutifactor_text.SetLabel(text)
2186	if m_id > multiplicity - 1:
2187	# default value
2188	m_id = 1
2189
2190	self.multi_factor = self.multifactorbox.GetClientData(m_id)
2191	if self.multi_factor == None:
2192	self.multi_factor = 0
2193	form_factor = form_factor(int(self.multi_factor))
2194	self.multifactorbox.SetSelection(m_id)
2195	# Check len of the text1 and max_multiplicity
2196	text = ''
2197	if form_factor.multiplicity_info[0] == \
2198	len(form_factor.multiplicity_info[2]):
2199	text = form_factor.multiplicity_info[2][self.multi_factor]
2200	self.mutifactor_text1.SetLabel(text)
2201	# Check if model has get sld profile.
2202	if len(form_factor.multiplicity_info[3]) > 0:
2203	self.sld_axes = form_factor.multiplicity_info[3]
2204	self.show_sld_button.Show(True)
2205	else:
2206	self.sld_axes = ""
2207
2208	else:
2209	self._hide_multfactor_combobox()
2210	self.show_sld_button.Hide()
2211	form_factor = form_factor()
2212	self.multi_factor = None
2213	else:
2214	self._hide_multfactor_combobox()
2215	self.show_sld_button.Hide()
2216	self.multi_factor = None
2217
2218	s_id = self.structurebox.GetCurrentSelection()
2219	struct_factor = self.structurebox.GetClientData(s_id)
2220
2221	if struct_factor != None:
2222	from sas.models.MultiplicationModel import MultiplicationModel
2223	self.model = MultiplicationModel(form_factor, struct_factor())
2224	# multifunctional form factor
2225	if len(form_factor.non_fittable) > 0:
2226	self.temp_multi_functional = True
2227	else:
2228	if form_factor != None:
2229	self.model = form_factor
2230	else:
2231	self.model = None
2232	return self.model
2233	# check if model has magnetic parameters
2234	if len(self.model.magnetic_params) > 0:
2235	self._has_magnetic = True
2236	else:
2237	self._has_magnetic = False
2238	## post state to fit panel
2239	self.state.parameters = []
2240	self.state.model = self.model
2241	self.state.qmin = self.qmin_x
2242	self.state.multi_factor = self.multi_factor
2243	self.disp_list = self.model.getDispParamList()
2244	self.state.disp_list = self.disp_list
2245	self.on_set_focus(None)
2246	self.Layout()
2247
2248	def _validate_qrange(self, qmin_ctrl, qmax_ctrl):
2249	"""
2250	Verify that the Q range controls have valid values
2251	and that Qmin < Qmax.
2252
2253	:param qmin_ctrl: text control for Qmin
2254	:param qmax_ctrl: text control for Qmax
2255
2256	:return: True is the Q range is value, False otherwise
2257
2258	"""
2259	qmin_validity = check_float(qmin_ctrl)
2260	qmax_validity = check_float(qmax_ctrl)
2261	if not (qmin_validity and qmax_validity):
2262	return False
2263	else:
2264	qmin = float(qmin_ctrl.GetValue())
2265	qmax = float(qmax_ctrl.GetValue())
2266	if qmin < qmax:
2267	#Make sure to set both colours white.
2268	qmin_ctrl.SetBackgroundColour(wx.WHITE)
2269	qmin_ctrl.Refresh()
2270	qmax_ctrl.SetBackgroundColour(wx.WHITE)
2271	qmax_ctrl.Refresh()
2272	else:
2273	qmin_ctrl.SetBackgroundColour("pink")
2274	qmin_ctrl.Refresh()
2275	qmax_ctrl.SetBackgroundColour("pink")
2276	qmax_ctrl.Refresh()
2277	msg = "Invalid Q range: Q min must be smaller than Q max"
2278	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2279	return False
2280	return True
2281
2282	def _validate_Npts(self):
2283	"""
2284	Validate the number of points for fitting is more than 10 points.
2285	If valid, setvalues Npts_fit otherwise post msg.
2286	"""
2287	#default flag
2288	flag = True
2289	# Theory
2290	if self.data == None and self.enable2D:
2291	return flag
2292	for data in self.data_list:
2293	# q value from qx and qy
2294	radius = numpy.sqrt(data.qx_data * data.qx_data +
2295	data.qy_data * data.qy_data)
2296	#get unmasked index
2297	index_data = (float(self.qmin.GetValue()) <= radius) & \
2298	(radius <= float(self.qmax.GetValue()))
2299	index_data = (index_data) & (data.mask)
2300	index_data = (index_data) & (numpy.isfinite(data.data))
2301
2302	if len(index_data[index_data]) < 10:
2303	# change the color pink.
2304	self.qmin.SetBackgroundColour("pink")
2305	self.qmin.Refresh()
2306	self.qmax.SetBackgroundColour("pink")
2307	self.qmax.Refresh()
2308	msg = "Data Error: "
2309	msg += "Too few points in %s." % data.name
2310	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2311	self.fitrange = False
2312	flag = False
2313	else:
2314	self.Npts_fit.SetValue(str(len(index_data[index_data == True])))
2315	self.fitrange = True
2316
2317	return flag
2318
2319	def _validate_Npts_1D(self):
2320	"""
2321	Validate the number of points for fitting is more than 5 points.
2322	If valid, setvalues Npts_fit otherwise post msg.
2323	"""
2324	#default flag
2325	flag = True
2326	# Theory
2327	if self.data == None:
2328	return flag
2329	for data in self.data_list:
2330	# q value from qx and qy
2331	radius = data.x
2332	#get unmasked index
2333	index_data = (float(self.qmin.GetValue()) <= radius) & \
2334	(radius <= float(self.qmax.GetValue()))
2335	index_data = (index_data) & (numpy.isfinite(data.y))
2336
2337	if len(index_data[index_data]) < 5:
2338	# change the color pink.
2339	self.qmin.SetBackgroundColour("pink")
2340	self.qmin.Refresh()
2341	self.qmax.SetBackgroundColour("pink")
2342	self.qmax.Refresh()
2343	msg = "Data Error: "
2344	msg += "Too few points in %s." % data.name
2345	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2346	self.fitrange = False
2347	flag = False
2348	else:
2349	self.Npts_fit.SetValue(str(len(index_data[index_data == True])))
2350	self.fitrange = True
2351
2352	return flag
2353
2354	def _check_value_enter(self, list, modified):
2355	"""
2356	:param list: model parameter and panel info
2357	:Note: each item of the list should be as follow:
2358	item=[check button state, parameter's name,
2359	paramater's value, string="+/-",
2360	parameter's error of fit,
2361	parameter's minimum value,
2362	parrameter's maximum value ,
2363	parameter's units]
2364	"""
2365	is_modified = modified
2366	if len(list) == 0:
2367	return is_modified
2368	for item in list:
2369	#skip angle parameters for 1D
2370	if not self.enable2D:
2371	if item in self.orientation_params:
2372	continue
2373	#try:
2374	name = str(item[1])
2375
2376	if string.find(name, ".npts") == -1 and \
2377	string.find(name, ".nsigmas") == -1:
2378	## check model parameters range
2379	param_min = None
2380	param_max = None
2381
2382	## check minimun value
2383	if item[5] != None and item[5] != "":
2384	if item[5].GetValue().lstrip().rstrip() != "":
2385	try:
2386	param_min = float(item[5].GetValue())
2387	if not self._validate_qrange(item[5], item[2]):
2388	if numpy.isfinite(param_min):
2389	item[2].SetValue(format_number(param_min))
2390
2391	item[5].SetBackgroundColour(wx.WHITE)
2392	item[2].SetBackgroundColour(wx.WHITE)
2393
2394	except:
2395	msg = "Wrong fit parameter range entered"
2396	wx.PostEvent(self._manager.parent,
2397	StatusEvent(status=msg))
2398	raise ValueError, msg
2399	is_modified = True
2400	## check maximum value
2401	if item[6] != None and item[6] != "":
2402	if item[6].GetValue().lstrip().rstrip() != "":
2403	try:
2404	param_max = float(item[6].GetValue())
2405	if not self._validate_qrange(item[2], item[6]):
2406	if numpy.isfinite(param_max):
2407	item[2].SetValue(format_number(param_max))
2408
2409	item[6].SetBackgroundColour(wx.WHITE)
2410	item[2].SetBackgroundColour(wx.WHITE)
2411	except:
2412	msg = "Wrong Fit parameter range entered "
2413	wx.PostEvent(self._manager.parent,
2414	StatusEvent(status=msg))
2415	raise ValueError, msg
2416	is_modified = True
2417
2418	if param_min != None and param_max != None:
2419	if not self._validate_qrange(item[5], item[6]):
2420	msg = "Wrong Fit range entered for parameter "
2421	msg += "name %s of model %s " % (name, self.model.name)
2422	wx.PostEvent(self._manager.parent,
2423	StatusEvent(status=msg))
2424
2425	if name in self.model.details.keys():
2426	self.model.details[name][1:3] = param_min, param_max
2427	is_modified = True
2428	else:
2429	self.model.details[name] = ["", param_min, param_max]
2430	is_modified = True
2431	try:
2432	# Check if the textctr is enabled
2433	if item[2].IsEnabled():
2434	value = float(item[2].GetValue())
2435	item[2].SetBackgroundColour("white")
2436	# If the value of the parameter has changed,
2437	# +update the model and set the is_modified flag
2438	if value != self.model.getParam(name) and \
2439	numpy.isfinite(value):
2440	self.model.setParam(name, value)
2441	except:
2442	item[2].SetBackgroundColour("pink")
2443	msg = "Wrong Fit parameter value entered "
2444	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2445
2446	return is_modified
2447
2448	def _set_dipers_Param(self, event):
2449	"""
2450	respond to self.enable_disp and self.disable_disp radio box.
2451	The dispersity object is reset inside the model into Gaussian.
2452	When the user select yes , this method display a combo box for
2453	more selection when the user selects No,the combo box disappears.
2454	Redraw the model with the default dispersity (Gaussian)
2455	"""
2456	## On selction if no model exists.
2457	if self.model == None:
2458	self.disable_disp.SetValue(True)
2459	msg = "Please select a Model first..."
2460	wx.MessageBox(msg, 'Info')
2461	wx.PostEvent(self._manager.parent,
2462	StatusEvent(status="Polydispersion: %s" % msg))
2463	return
2464
2465	self._reset_dispersity()
2466
2467	if self.model == None:
2468	self.model_disp.Hide()
2469	self.sizer4_4.Clear(True)
2470	return
2471
2472	if self.enable_disp.GetValue():
2473	## layout for model containing no dispersity parameters
2474
2475	self.disp_list = self.model.getDispParamList()
2476
2477	if len(self.disp_list) == 0 and len(self.disp_cb_dict) == 0:
2478	self._layout_sizer_noDipers()
2479	else:
2480	## set gaussian sizer
2481	self._on_select_Disp(event=None)
2482	else:
2483	self.sizer4_4.Clear(True)
2484
2485	## post state to fit panel
2486	self.save_current_state()
2487	if event != None:
2488	event = PageInfoEvent(page=self)
2489	wx.PostEvent(self.parent, event)
2490	#draw the model with the current dispersity
2491	self._draw_model()
2492	self.sizer4_4.Layout()
2493	self.sizer5.Layout()
2494	self.Layout()
2495	self.Refresh()
2496
2497	def _layout_sizer_noDipers(self):
2498	"""
2499	Draw a sizer with no dispersity info
2500	"""
2501	ix = 0
2502	iy = 1
2503	self.fittable_param = []
2504	self.fixed_param = []
2505	self.orientation_params_disp = []
2506
2507	self.sizer4_4.Clear(True)
2508	text = "No polydispersity available for this model"
2509	model_disp = wx.StaticText(self, -1, text)
2510	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
2511	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 10)
2512	self.sizer4_4.Layout()
2513	self.sizer4.Layout()
2514
2515	def _reset_dispersity(self):
2516	"""
2517	put gaussian dispersity into current model
2518	"""
2519	if len(self.param_toFit) > 0:
2520	for item in self.fittable_param:
2521	if item in self.param_toFit:
2522	self.param_toFit.remove(item)
2523
2524	for item in self.orientation_params_disp:
2525	if item in self.param_toFit:
2526	self.param_toFit.remove(item)
2527
2528	self.fittable_param = []
2529	self.fixed_param = []
2530	self.orientation_params_disp = []
2531	self.values = {}
2532	self.weights = {}
2533
2534	from sas.models.dispersion_models import GaussianDispersion
2535	if len(self.disp_cb_dict) == 0:
2536	self.save_current_state()
2537	self.sizer4_4.Clear(True)
2538	self.Layout()
2539	return
2540	if (len(self.disp_cb_dict) > 0):
2541	for p in self.disp_cb_dict:
2542	# The parameter was un-selected.
2543	# Go back to Gaussian model (with 0 pts)
2544	disp_model = GaussianDispersion()
2545
2546	self._disp_obj_dict[p] = disp_model
2547	# Set the new model as the dispersion object
2548	# for the selected parameter
2549	try:
2550	self.model.set_dispersion(p, disp_model)
2551	except:
2552
2553	pass
2554
2555	## save state into
2556	self.save_current_state()
2557	self.Layout()
2558	self.Refresh()
2559
2560	def _on_select_Disp(self, event):
2561	"""
2562	allow selecting different dispersion
2563	self.disp_list should change type later .now only gaussian
2564	"""
2565	self._set_sizer_dispersion()
2566
2567	## Redraw the model
2568	self._draw_model()
2569	#self._undo.Enable(True)
2570	event = PageInfoEvent(page=self)
2571	wx.PostEvent(self.parent, event)
2572
2573	self.sizer4_4.Layout()
2574	self.sizer4.Layout()
2575	self.SetupScrolling()
2576
2577	def _on_disp_func(self, event=None):
2578	"""
2579	Select a distribution function for the polydispersion
2580
2581	:Param event: ComboBox event
2582	"""
2583	# get ready for new event
2584	if event != None:
2585	event.Skip()
2586	# Get event object
2587	disp_box = event.GetEventObject()
2588
2589	# Try to select a Distr. function
2590	try:
2591	disp_box.SetBackgroundColour("white")
2592	selection = disp_box.GetCurrentSelection()
2593	param_name = disp_box.Name.split('.')[0]
2594	disp_name = disp_box.GetValue()
2595	dispersity = disp_box.GetClientData(selection)
2596
2597	#disp_model = GaussianDispersion()
2598	disp_model = dispersity()
2599	# Get param names to reset the values of the param
2600	name1 = param_name + ".width"
2601	name2 = param_name + ".npts"
2602	name3 = param_name + ".nsigmas"
2603	# Check Disp. function whether or not it is 'array'
2604	if disp_name.lower() == "array":
2605	value2 = ""
2606	value3 = ""
2607	value1 = self._set_array_disp(name=name1, disp=disp_model)
2608	else:
2609	self._del_array_values(name1)
2610	#self._reset_array_disp(param_name)
2611	self._disp_obj_dict[name1] = disp_model
2612	self.model.set_dispersion(param_name, disp_model)
2613	self.state._disp_obj_dict[name1] = disp_model
2614
2615	value1 = str(format_number(self.model.getParam(name1), True))
2616	value2 = str(format_number(self.model.getParam(name2)))
2617	value3 = str(format_number(self.model.getParam(name3)))
2618	# Reset fittable polydispersin parameter value
2619	for item in self.fittable_param:
2620	if item[1] == name1:
2621	item[2].SetValue(value1)
2622	item[5].SetValue("")
2623	item[6].SetValue("")
2624	# Disable for array
2625	if disp_name.lower() == "array":
2626	item[0].SetValue(False)
2627	item[0].Disable()
2628	item[2].Disable()
2629	item[3].Show(False)
2630	item[4].Show(False)
2631	item[5].Disable()
2632	item[6].Disable()
2633	else:
2634	item[0].Enable()
2635	item[2].Enable()
2636	item[5].Enable()
2637	item[6].Enable()
2638	break
2639	# Reset fixed polydispersion params
2640	for item in self.fixed_param:
2641	if item[1] == name2:
2642	item[2].SetValue(value2)
2643	# Disable Npts for array
2644	if disp_name.lower() == "array":
2645	item[2].Disable()
2646	else:
2647	item[2].Enable()
2648	if item[1] == name3:
2649	item[2].SetValue(value3)
2650	# Disable Nsigs for array
2651	if disp_name.lower() == "array":
2652	item[2].Disable()
2653	else:
2654	item[2].Enable()
2655
2656	# Make sure the check box updated when all checked
2657	if self.cb1.GetValue():
2658	#self.select_all_param(None)
2659	self.get_all_checked_params()
2660
2661	# update params
2662	self._update_paramv_on_fit()
2663	# draw
2664	self._draw_model()
2665	self.Refresh()
2666	except:
2667	# Error msg
2668	msg = "Error occurred:"
2669	msg += " Could not select the distribution function..."
2670	msg += " Please select another distribution function."
2671	disp_box.SetBackgroundColour("pink")
2672	# Focus on Fit button so that users can see the pinky box
2673	self.btFit.SetFocus()
2674	wx.PostEvent(self._manager.parent,
2675	StatusEvent(status=msg, info="error"))
2676
2677	def _set_array_disp(self, name=None, disp=None):
2678	"""
2679	Set array dispersion
2680
2681	:param name: name of the parameter for the dispersion to be set
2682	:param disp: the polydisperion object
2683	"""
2684	# The user wants this parameter to be averaged.
2685	# Pop up the file selection dialog.
2686	path = self._selectDlg()
2687	# Array data
2688	values = []
2689	weights = []
2690	# If nothing was selected, just return
2691	if path is None:
2692	self.disp_cb_dict[name].SetValue(False)
2693	#self.noDisper_rbox.SetValue(True)
2694	return
2695	self._default_save_location = os.path.dirname(path)
2696	if self._manager != None:
2697	self._manager.parent._default_save_location =\
2698	self._default_save_location
2699
2700	basename = os.path.basename(path)
2701	values, weights = self.read_file(path)
2702
2703	# If any of the two arrays is empty, notify the user that we won't
2704	# proceed
2705	if len(self.param_toFit) > 0:
2706	if name in self.param_toFit:
2707	self.param_toFit.remove(name)
2708
2709	# Tell the user that we are about to apply the distribution
2710	msg = "Applying loaded %s distribution: %s" % (name, path)
2711	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2712	self._set_array_disp_model(name=name, disp=disp,
2713	values=values, weights=weights)
2714	return basename
2715
2716	def _set_array_disp_model(self, name=None, disp=None,
2717	values=[], weights=[]):
2718	"""
2719	Set array dispersion model
2720
2721	:param name: name of the parameter for the dispersion to be set
2722	:param disp: the polydisperion object
2723	"""
2724	disp.set_weights(values, weights)
2725	self._disp_obj_dict[name] = disp
2726	self.model.set_dispersion(name.split('.')[0], disp)
2727	self.state._disp_obj_dict[name] = disp
2728	self.values[name] = values
2729	self.weights[name] = weights
2730	# Store the object to make it persist outside the
2731	# scope of this method
2732	#TODO: refactor model to clean this up?
2733	self.state.values = {}
2734	self.state.weights = {}
2735	self.state.values = copy.deepcopy(self.values)
2736	self.state.weights = copy.deepcopy(self.weights)
2737
2738	# Set the new model as the dispersion object for the
2739	#selected parameter
2740	#self.model.set_dispersion(p, disp_model)
2741	# Store a reference to the weights in the model object
2742	#so that
2743	# it's not lost when we use the model within another thread.
2744	self.state.model = self.model.clone()
2745	self.model._persistency_dict[name.split('.')[0]] = \
2746	[values, weights]
2747	self.state.model._persistency_dict[name.split('.')[0]] = \
2748	[values, weights]
2749
2750	def _del_array_values(self, name=None):
2751	"""
2752	Reset array dispersion
2753
2754	:param name: name of the parameter for the dispersion to be set
2755	"""
2756	# Try to delete values and weight of the names array dic if exists
2757	try:
2758	del self.values[name]
2759	del self.weights[name]
2760	# delete all other dic
2761	del self.state.values[name]
2762	del self.state.weights[name]
2763	del self.model._persistency_dict[name.split('.')[0]]
2764	del self.state.model._persistency_dict[name.split('.')[0]]
2765	except:
2766	pass
2767
2768	def _lay_out(self):
2769	"""
2770	returns self.Layout
2771
2772	:Note: Mac seems to like this better when self.
2773	Layout is called after fitting.
2774	"""
2775	self._sleep4sec()
2776	self.Layout()
2777	return
2778
2779	def _sleep4sec(self):
2780	"""
2781	sleep for 1 sec only applied on Mac
2782	Note: This 1sec helps for Mac not to crash on self.
2783	Layout after self._draw_model
2784	"""
2785	if ON_MAC == True:
2786	time.sleep(1)
2787
2788	def _find_polyfunc_selection(self, disp_func=None):
2789	"""
2790	FInd Comboox selection from disp_func
2791
2792	:param disp_function: dispersion distr. function
2793	"""
2794	# List of the poly_model name in the combobox
2795	list = ["RectangleDispersion", "ArrayDispersion",
2796	"LogNormalDispersion", "GaussianDispersion",
2797	"SchulzDispersion"]
2798
2799	# Find the selection
2800	try:
2801	selection = list.index(disp_func.__class__.__name__)
2802	return selection
2803	except:
2804	return 3
2805
2806	def on_reset_clicked(self, event):
2807	"""
2808	On 'Reset' button for Q range clicked
2809	"""
2810	flag = True
2811	##For 3 different cases: Data2D, Data1D, and theory
2812	if self.model == None:
2813	msg = "Please select a model first..."
2814	wx.MessageBox(msg, 'Info')
2815	flag = False
2816	return
2817
2818	elif self.data.__class__.__name__ == "Data2D":
2819	data_min = 0
2820	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
2821	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
2822	self.qmin_x = data_min
2823	self.qmax_x = math.sqrt(xx + yy)
2824	#self.data.mask = numpy.ones(len(self.data.data),dtype=bool)
2825	# check smearing
2826	if not self.disable_smearer.GetValue():
2827	## set smearing value whether or
2828	# not the data contain the smearing info
2829	if self.pinhole_smearer.GetValue():
2830	flag = self.update_pinhole_smear()
2831	else:
2832	flag = True
2833
2834	elif self.data == None:
2835	self.qmin_x = _QMIN_DEFAULT
2836	self.qmax_x = _QMAX_DEFAULT
2837	self.num_points = _NPTS_DEFAULT
2838	self.state.npts = self.num_points
2839
2840	elif self.data.__class__.__name__ != "Data2D":
2841	self.qmin_x = min(self.data.x)
2842	self.qmax_x = max(self.data.x)
2843	# check smearing
2844	if not self.disable_smearer.GetValue():
2845	## set smearing value whether or
2846	# not the data contain the smearing info
2847	if self.slit_smearer.GetValue():
2848	flag = self.update_slit_smear()
2849	elif self.pinhole_smearer.GetValue():
2850	flag = self.update_pinhole_smear()
2851	else:
2852	flag = True
2853	else:
2854	flag = False
2855
2856	if flag == False:
2857	msg = "Cannot Plot :Must enter a number!!! "
2858	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2859	else:
2860	# set relative text ctrs.
2861	self.qmin.SetValue(str(self.qmin_x))
2862	self.qmax.SetValue(str(self.qmax_x))
2863	self.show_npts2fit()
2864	# At this point, some button and variables satatus (disabled?)
2865	# should be checked such as color that should be reset to
2866	# white in case that it was pink.
2867	self._onparamEnter_helper()
2868
2869	self.save_current_state()
2870	self.state.qmin = self.qmin_x
2871	self.state.qmax = self.qmax_x
2872
2873	#reset the q range values
2874	self._reset_plotting_range(self.state)
2875	self._draw_model()
2876
2877	def select_log(self, event):
2878	"""
2879	Log checked to generate log spaced points for theory model
2880	"""
2881
2882	def get_images(self):
2883	"""
2884	Get the images of the plots corresponding this panel for report
2885
2886	: return graphs: list of figures
2887	: Need Move to guiframe
2888	"""
2889	# set list of graphs
2890	graphs = []
2891	canvases = []
2892	res_item = None
2893	# call gui_manager
2894	gui_manager = self._manager.parent
2895	# loops through the panels [dic]
2896	for _, item2 in gui_manager.plot_panels.iteritems():
2897	data_title = self.data.group_id
2898	# try to get all plots belonging to this control panel
2899	try:
2900	g_id = item2.group_id
2901	if g_id == data_title or \
2902	str(g_id).count("res" + str(self.graph_id)) or \
2903	str(g_id).count(str(self.uid)) > 0:
2904	if str(g_id).count("res" + str(self.graph_id)) > 0:
2905	res_item = [item2.figure, item2.canvas]
2906	else:
2907	# append to the list
2908	graphs.append(item2.figure)
2909	canvases.append(item2.canvas)
2910	except:
2911	# Not for control panels
2912	pass
2913	# Make sure the resduals plot goes to the last
2914	if res_item != None:
2915	graphs.append(res_item[0])
2916	canvases.append(res_item[1])
2917	# return the list of graphs
2918	return graphs, canvases
2919
2920	def on_function_help_clicked(self, event):
2921	"""
2922	Function called when 'Help' button is pressed next to model
2923	of interest. This calls DocumentationWindow from
2924	documentation_window.py. It will load the top level of the model
2925	help documenation sphinx generated html if no model is presented.
2926	If a model IS present then if documention for that model exists
2927	it will load to that point otherwise again it will go to the top.
2928	For Wx2.8 and below is used (i.e. non-released through installer)
2929	a browser is loaded and the top of the model documentation only is
2930	accessible because webbrowser module does not pass anything after
2931	the # to the browser.
2932
2933	:param evt: on Help Button pressed event
2934	"""
2935
2936	if self.model == None:
2937	name = 'index.html'
2938	else:
2939	name = self.formfactorbox.GetValue()
2940
2941	if self.model != None:
2942	_docspath='user/models/model_functions.html#' + name
2943	_doc_viewer = DocumentationWindow(self, -1, _docspath, name + "Help")
2944	else:
2945	_doc_viewer = DocumentationWindow(self, -1, "index.html", \
2946	"General Help")
2947
2948
2949	def on_model_help_clicked(self, event):
2950	"""
2951	Function called when 'Description' button is pressed next to model
2952	of interest. This calls the Description embedded in the model. This
2953	should work with either Wx2.8 and lower or higher. If no model is
2954	selected it will give the message that a model must be chosen first
2955	in the box that would normally contain the description. If a badly
2956	behaved model is encountered which has no description then it will
2957	give the message that none is available.
2958
2959	:param evt: on Description Button pressed event
2960	"""
2961
2962	if self.model == None:
2963	name = 'index.html'
2964	else:
2965	name = self.formfactorbox.GetValue()
2966
2967	msg = 'Model description:\n'
2968	info = "Info"
2969	if self.model != None:
2970	# frame.Destroy()
2971	if str(self.model.description).rstrip().lstrip() == '':
2972	msg += "Sorry, no information is available for this model."
2973	else:
2974	msg += self.model.description + '\n'
2975	wx.MessageBox(msg, info)
2976	else:
2977	msg += "You must select a model to get information on this"
2978	wx.MessageBox(msg, info)
2979
2980	def _on_mag_help(self, event):
2981	"""
2982	Bring up Magnetic Angle definition bmp image whenever the ? button
2983	is clicked. Calls DocumentationWindow with the path of the location
2984	within the documentation tree (after /doc/ ....". When using old
2985	versions of Wx (i.e. before 2.9 and therefore not part of release
2986	versions distributed via installer) it brings up an image viewer
2987	box which allows the user to click through the rest of the images in
2988	the directory. Not ideal but probably better than alternative which
2989	would bring up the entire discussion of how magnetic models work?
2990	Specially since it is not likely to be accessed. The normal release
2991	versions bring up the normal image box.
2992
2993	:param evt: Triggers on clicking ? in Magnetic Angles? box
2994	"""
2995
2996	_TreeLocation = "_images/M_angles_pic.bmp"
2997	_doc_viewer = DocumentationWindow(self, -1, \
2998	_TreeLocation,"Magnetic Angle Defintions")
2999
3000	def _on_mag_on(self, event):
3001	"""
3002	Magnetic Parameters ON/OFF
3003	"""
3004	button = event.GetEventObject()
3005
3006	if button.GetLabel().count('ON') > 0:
3007	self.magnetic_on = True
3008	button.SetLabel("Magnetic OFF")
3009	m_value = 1.0e-06
3010	for key in self.model.magnetic_params:
3011	if key.count('M0') > 0:
3012	self.model.setParam(key, m_value)
3013	m_value += 0.5e-06
3014	else:
3015	self.magnetic_on = False
3016	button.SetLabel("Magnetic ON")
3017	for key in self.model.magnetic_params:
3018	if key.count('M0') > 0:
3019	#reset mag value to zero fo safety
3020	self.model.setParam(key, 0.0)
3021
3022	self.Show(False)
3023	self.set_model_param_sizer(self.model)
3024	#self._set_sizer_dispersion()
3025	self.state.magnetic_on = self.magnetic_on
3026	self.SetupScrolling()
3027	self.Show(True)
3028
3029	def on_pd_help_clicked(self, event):
3030	"""
3031	Bring up Polydispersity Documentation whenever the ? button is clicked.
3032	Calls DocumentationWindow with the path of the location within the
3033	documentation tree (after /doc/ ....". Note that when using old
3034	versions of Wx (before 2.9) and thus not the release version of
3035	istallers, the help comes up at the top level of the file as
3036	webbrowser does not pass anything past the # to the browser when it is
3037	running "file:///...."
3038
3039	:param evt: Triggers on clicking ? in polydispersity box
3040	"""
3041
3042	_TreeLocation = "user/perspectives/fitting/fitting_help.html"
3043	_TreeLocation += "#polydispersity-distributions"
3044	_doc_viewer = DocumentationWindow(self, -1, \
3045	_TreeLocation,"Polydispersity Help")
3046
3047	def on_left_down(self, event):
3048	"""
3049	Get key stroke event
3050	"""
3051	# Figuring out key combo: Cmd for copy, Alt for paste
3052	if event.CmdDown() and event.ShiftDown():
3053	self.get_paste()
3054	elif event.CmdDown():
3055	self.get_copy()
3056	else:
3057	event.Skip()
3058	return
3059	# make event free
3060	event.Skip()
3061
3062	def get_copy(self):
3063	"""
3064	Get copy params to clipboard
3065	"""
3066	content = self.get_copy_params()
3067	flag = self.set_clipboard(content)
3068	self._copy_info(flag)
3069	return flag
3070
3071	def get_copy_params(self):
3072	"""
3073	Get the string copies of the param names and values in the tap
3074	"""
3075	content = 'sasview_parameter_values:'
3076	# Do it if params exist
3077	if self.parameters != []:
3078
3079	# go through the parameters
3080	strings = self._get_copy_helper(self.parameters,
3081	self.orientation_params)
3082	content += strings
3083
3084	# go through the fittables
3085	strings = self._get_copy_helper(self.fittable_param,
3086	self.orientation_params_disp)
3087	content += strings
3088
3089	# go through the fixed params
3090	strings = self._get_copy_helper(self.fixed_param,
3091	self.orientation_params_disp)
3092	content += strings
3093
3094	# go through the str params
3095	strings = self._get_copy_helper(self.str_parameters,
3096	self.orientation_params)
3097	content += strings
3098	return content
3099	else:
3100	return False
3101
3102	def get_copy_excel(self):
3103	"""
3104	Get copy params to clipboard
3105	"""
3106	content = self.get_copy_params_excel()
3107	flag = self.set_clipboard(content)
3108	self._copy_info(flag)
3109	return flag
3110
3111	def get_copy_params_excel(self):
3112	"""
3113	Get the string copies of the param names and values in the tap
3114	"""
3115	content = ''
3116
3117	crlf = chr(13) + chr(10)
3118	tab = chr(9)
3119
3120	# Do it if params exist
3121	if self.parameters != []:
3122
3123	for param in self.parameters:
3124	content += param[1] #parameter name
3125	content += tab
3126	content += param[1]+"_err"
3127	content += tab
3128
3129	content += crlf
3130
3131	#row of values and errors...
3132	for param in self.parameters:
3133	content += param[2].GetValue() #value
3134	content +=tab
3135	content += param[4].GetValue() #error
3136	content +=tab
3137
3138	return content
3139	else:
3140	return False
3141
3142
3143	def get_copy_latex(self):
3144	"""
3145	Get copy params to clipboard
3146	"""
3147	content = self.get_copy_params_latex()
3148	flag = self.set_clipboard(content)
3149	self._copy_info(flag)
3150	return flag
3151
3152	def get_copy_params_latex(self):
3153	"""
3154	Get the string copies of the param names and values in the tap
3155	"""
3156	content = '\\begin{table}'
3157	content += '\\begin{tabular}[h]'
3158
3159	crlf = chr(13) + chr(10)
3160	tab = chr(9)
3161
3162	# Do it if params exist
3163	if self.parameters != []:
3164
3165	content += '{\|'
3166	for param in self.parameters:
3167	content += 'l\|l\|'
3168	content += '}\hline'
3169	content += crlf
3170
3171	for index, param in enumerate(self.parameters):
3172	content += param[1].replace('_','\_') #parameter name
3173	content += ' & '
3174	content += param[1].replace('_','\_')+"\_err"
3175	if index < len(self.parameters)-1:
3176	content += ' & '
3177	content += '\\\\ \\hline'
3178	content += crlf
3179
3180	#row of values and errors...
3181	for index, param in enumerate(self.parameters):
3182	content += param[2].GetValue() #parameter value
3183	content += ' & '
3184	content += param[4].GetValue() #parameter error
3185	if index < len(self.parameters)-1:
3186	content += ' & '
3187	content += '\\\\ \\hline'
3188	content += crlf
3189
3190	content += '\\end{tabular}'
3191	content += '\\end{table}'
3192	return content
3193	else:
3194	return False
3195
3196
3197	def set_clipboard(self, content=None):
3198	"""
3199	Put the string to the clipboard
3200	"""
3201	if not content:
3202	return False
3203	if wx.TheClipboard.Open():
3204	wx.TheClipboard.SetData(wx.TextDataObject(str(content)))
3205	wx.TheClipboard.Close()
3206	return True
3207	return None
3208
3209	def _get_copy_helper(self, param, orient_param):
3210	"""
3211	Helping get value and name of the params
3212
3213	: param param: parameters
3214	: param orient_param = oritational params
3215	: return content: strings [list] [name,value:....]
3216	"""
3217	content = ''
3218	# go through the str params
3219	for item in param:
3220	# copy only the params shown
3221	if not item[2].IsShown():
3222	continue
3223	disfunc = ''
3224	try:
3225	if item[7].__class__.__name__ == 'ComboBox':
3226	disfunc = str(item[7].GetValue())
3227	except:
3228	pass
3229
3230	# 2D
3231	if self.data.__class__.__name__ == "Data2D":
3232	try:
3233	check = item[0].GetValue()
3234	except:
3235	check = None
3236	name = item[1]
3237	value = item[2].GetValue()
3238	# 1D
3239	else:
3240	## for 1D all parameters except orientation
3241	if not item[1] in orient_param:
3242	try:
3243	check = item[0].GetValue()
3244	except:
3245	check = None
3246	name = item[1]
3247	value = item[2].GetValue()
3248
3249	# add to the content
3250	if disfunc != '':
3251
3252	disfunc = ',' + disfunc
3253	# Need to support array func for copy/paste
3254	try:
3255	if disfunc.count('array') > 0:
3256	disfunc += ','
3257	for val in self.values[name]:
3258	disfunc += ' ' + str(val)
3259	disfunc += ','
3260	for weight in self.weights[name]:
3261	disfunc += ' ' + str(weight)
3262	except:
3263	pass
3264	content += name + ',' + str(check) + ',' + value + disfunc + ':'
3265
3266	return content
3267
3268	def get_clipboard(self):
3269	"""
3270	Get strings in the clipboard
3271	"""
3272	text = ""
3273	# Get text from the clip board
3274	if wx.TheClipboard.Open():
3275	if wx.TheClipboard.IsSupported(wx.DataFormat(wx.DF_TEXT)):
3276	data = wx.TextDataObject()
3277	# get wx dataobject
3278	success = wx.TheClipboard.GetData(data)
3279	# get text
3280	if success:
3281	text = data.GetText()
3282	else:
3283	text = ''
3284	# close clipboard
3285	wx.TheClipboard.Close()
3286	return text
3287
3288	def get_paste(self):
3289	"""
3290	Paste params from the clipboard
3291	"""
3292	text = self.get_clipboard()
3293	flag = self.get_paste_params(text)
3294	self._copy_info(flag)
3295	return flag
3296
3297	def get_paste_params(self, text=''):
3298	"""
3299	Get the string copies of the param names and values in the tap
3300	"""
3301	context = {}
3302	# put the text into dictionary
3303	lines = text.split(':')
3304	if lines[0] != 'sasview_parameter_values':
3305	self._copy_info(False)
3306	return False
3307	for line in lines[1:-1]:
3308	if len(line) != 0:
3309	item = line.split(',')
3310	check = item[1]
3311	name = item[0]
3312	value = item[2]
3313	# Transfer the text to content[dictionary]
3314	context[name] = [check, value]
3315	# ToDo: PlugIn this poly disp function for pasting
3316	try:
3317	poly_func = item[3]
3318	context[name].append(poly_func)
3319	try:
3320	# take the vals and weights for array
3321	array_values = item[4].split(' ')
3322	array_weights = item[5].split(' ')
3323	val = [float(a_val) for a_val in array_values[1:]]
3324	weit = [float(a_weit) for a_weit in array_weights[1:]]
3325
3326	context[name].append(val)
3327	context[name].append(weit)
3328	except:
3329	raise
3330	except:
3331	poly_func = ''
3332	context[name].append(poly_func)
3333
3334	# Do it if params exist
3335	if self.parameters != []:
3336	# go through the parameters
3337	self._get_paste_helper(self.parameters,
3338	self.orientation_params, context)
3339
3340	# go through the fittables
3341	self._get_paste_helper(self.fittable_param,
3342	self.orientation_params_disp,
3343	context)
3344
3345	# go through the fixed params
3346	self._get_paste_helper(self.fixed_param,
3347	self.orientation_params_disp, context)
3348
3349	# go through the str params
3350	self._get_paste_helper(self.str_parameters,
3351	self.orientation_params, context)
3352
3353	return True
3354	return None
3355
3356	def _get_paste_helper(self, param, orient_param, content):
3357	"""
3358	Helping set values of the params
3359
3360	: param param: parameters
3361	: param orient_param: oritational params
3362	: param content: dictionary [ name, value: name1.value1,...]
3363	"""
3364	# go through the str params
3365	for item in param:
3366	# 2D
3367	if self.data.__class__.__name__ == "Data2D":
3368	name = item[1]
3369	if name in content.keys():
3370	check = content[name][0]
3371	pd = content[name][1]
3372	if name.count('.') > 0:
3373	try:
3374	float(pd)
3375	except:
3376	#continue
3377	if not pd and pd != '':
3378	continue
3379	item[2].SetValue(str(pd))
3380	if item in self.fixed_param and pd == '':
3381	# Only array func has pd == '' case.
3382	item[2].Enable(False)
3383	if item[2].__class__.__name__ == "ComboBox":
3384	if content[name][1] in self.model.fun_list:
3385	fun_val = self.model.fun_list[content[name][1]]
3386	self.model.setParam(name, fun_val)
3387
3388	value = content[name][1:]
3389	self._paste_poly_help(item, value)
3390	if check == 'True':
3391	is_true = True
3392	elif check == 'False':
3393	is_true = False
3394	else:
3395	is_true = None
3396	if is_true != None:
3397	item[0].SetValue(is_true)
3398	# 1D
3399	else:
3400	## for 1D all parameters except orientation
3401	if not item[1] in orient_param:
3402	name = item[1]
3403	if name in content.keys():
3404	check = content[name][0]
3405	# Avoid changing combox content
3406	value = content[name][1:]
3407	pd = value[0]
3408	if name.count('.') > 0:
3409	try:
3410	pd = float(pd)
3411	except:
3412	#continue
3413	if not pd and pd != '':
3414	continue
3415	item[2].SetValue(str(pd))
3416	if item in self.fixed_param and pd == '':
3417	# Only array func has pd == '' case.
3418	item[2].Enable(False)
3419	if item[2].__class__.__name__ == "ComboBox":
3420	if value[0] in self.model.fun_list:
3421	fun_val = self.model.fun_list[value[0]]
3422	self.model.setParam(name, fun_val)
3423	# save state
3424	self._paste_poly_help(item, value)
3425	if check == 'True':
3426	is_true = True
3427	elif check == 'False':
3428	is_true = False
3429	else:
3430	is_true = None
3431	if is_true != None:
3432	item[0].SetValue(is_true)
3433
3434	def _paste_poly_help(self, item, value):
3435	"""
3436	Helps get paste for poly function
3437
3438	:param item: Gui param items
3439	:param value: the values for parameter ctrols
3440	"""
3441	is_array = False
3442	if len(value[1]) > 0:
3443	# Only for dispersion func.s
3444	try:
3445	item[7].SetValue(value[1])
3446	selection = item[7].GetCurrentSelection()
3447	name = item[7].Name
3448	param_name = name.split('.')[0]
3449	dispersity = item[7].GetClientData(selection)
3450	disp_model = dispersity()
3451	# Only for array disp
3452	try:
3453	pd_vals = numpy.array(value[2])
3454	pd_weights = numpy.array(value[3])
3455	if len(pd_vals) > 0 and len(pd_vals) > 0:
3456	if len(pd_vals) == len(pd_weights):
3457	self._set_disp_array_cb(item=item)
3458	self._set_array_disp_model(name=name,
3459	disp=disp_model,
3460	values=pd_vals,
3461	weights=pd_weights)
3462	is_array = True
3463	except:
3464	pass
3465	if not is_array:
3466	self._disp_obj_dict[name] = disp_model
3467	self.model.set_dispersion(name,
3468	disp_model)
3469	self.state._disp_obj_dict[name] = \
3470	disp_model
3471	self.model.set_dispersion(param_name, disp_model)
3472	self.state.values = self.values
3473	self.state.weights = self.weights
3474	self.model._persistency_dict[param_name] = \
3475	[self.state.values,
3476	self.state.weights]
3477
3478	except:
3479	print "Error in BasePage._paste_poly_help: %s" % sys.exc_value
3480
3481	def _set_disp_array_cb(self, item):
3482	"""
3483	Set cb for array disp
3484	"""
3485	item[0].SetValue(False)
3486	item[0].Enable(False)
3487	item[2].Enable(False)
3488	item[3].Show(False)
3489	item[4].Show(False)
3490	item[5].SetValue('')
3491	item[5].Enable(False)
3492	item[6].SetValue('')
3493	item[6].Enable(False)
3494
3495	def update_pinhole_smear(self):
3496	"""
3497	Method to be called by sub-classes
3498	Moveit; This method doesn't belong here
3499	"""
3500	print "BasicPage.update_pinhole_smear was called: skipping"
3501	return
3502
3503
3504
3505
3506	def _read_category_info(self):
3507	"""
3508	Reads the categories in from file
3509	"""
3510
3511	# # ILL mod starts here - July 2012 kieranrcampbell@gmail.com
3512	self.master_category_dict = defaultdict(list)
3513	self.by_model_dict = defaultdict(list)
3514	self.model_enabled_dict = defaultdict(bool)
3515
3516	try:
3517	categorization_file = CategoryInstaller.get_user_file()
3518	if not os.path.isfile(categorization_file):
3519	categorization_file = CategoryInstaller.get_default_file()
3520	cat_file = open(categorization_file, 'rb')
3521	self.master_category_dict = json.load(cat_file)
3522	self._regenerate_model_dict()
3523	cat_file.close()
3524
3525	except IOError:
3526	raise
3527	print 'Problem reading in category file.'
3528	print 'We even looked for it, made sure it was there.'
3529	print 'An existential crisis if there ever was one.'
3530
3531	def _regenerate_model_dict(self):
3532	"""
3533	regenerates self.by_model_dict which has each model name as the
3534	key and the list of categories belonging to that model
3535	along with the enabled mapping
3536	"""
3537
3538	self.by_model_dict = defaultdict(list)
3539	for category in self.master_category_dict:
3540	for (model, enabled) in self.master_category_dict[category]:
3541	self.by_model_dict[model].append(category)
3542	self.model_enabled_dict[model] = enabled
3543
3544	def _populate_listbox(self):
3545	"""
3546	fills out the category list box
3547	"""
3548	uncat_str = 'Customized Models'
3549	self._read_category_info()
3550
3551	self.categorybox.Clear()
3552	cat_list = sorted(self.master_category_dict.keys())
3553	if not uncat_str in cat_list:
3554	cat_list.append(uncat_str)
3555
3556	for category in cat_list:
3557	if category != '':
3558	self.categorybox.Append(category)
3559
3560	if self.categorybox.GetSelection() == wx.NOT_FOUND:
3561	self.categorybox.SetSelection(0)
3562	else:
3563	self.categorybox.SetSelection( \
3564	self.categorybox.GetSelection())
3565
3566	#self._on_change_cat(None)
3567
3568
3569	def _on_change_cat(self, event):
3570	"""
3571	Callback for category change action
3572	"""
3573	self.model_name = None
3574	category = self.categorybox.GetStringSelection()
3575	if category == None:
3576	return
3577	self.model_box.Clear()
3578
3579	if category == 'Customized Models':
3580	for model in self.model_list_box[category]:
3581	str_m = str(model).split(".")[0]
3582	self.model_box.Append(str_m)
3583
3584	else:
3585	for (model,enabled) in sorted(self.master_category_dict[category],
3586	key = lambda name: name[0]):
3587	if(enabled):
3588	self.model_box.Append(model)
3589
3590
3591
3592
3593	def _fill_model_sizer(self, sizer):
3594	"""
3595	fill sizer containing model info
3596	"""
3597	##Add model function Details button in fitpanel.
3598	##The following 3 lines are for Mac. Let JHC know before modifying...
3599	title = "Model"
3600	self.formfactorbox = None
3601	self.multifactorbox = None
3602	self.mbox_description = wx.StaticBox(self, -1, str(title))
3603	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
3604	sizer_cat = wx.BoxSizer(wx.HORIZONTAL)
3605	self.mbox_description.SetForegroundColour(wx.RED)
3606	id = wx.NewId()
3607	self.model_func = wx.Button(self, id, 'Help', size=(80, 23))
3608	self.model_func.Bind(wx.EVT_BUTTON, self.on_function_help_clicked, id=id)
3609	self.model_func.SetToolTipString("Full Model Function Help")
3610	id = wx.NewId()
3611	self.model_help = wx.Button(self, id, 'Description', size=(80, 23))
3612	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked, id=id)
3613	self.model_help.SetToolTipString("Short Model Function Description")
3614	id = wx.NewId()
3615	self.model_view = wx.Button(self, id, "Show 2D", size=(80, 23))
3616	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
3617	hint = "toggle view of model from 1D to 2D or 2D to 1D"
3618	self.model_view.SetToolTipString(hint)
3619
3620	cat_set_box = wx.StaticBox(self, -1, 'Category')
3621	sizer_cat_box = wx.StaticBoxSizer(cat_set_box, wx.HORIZONTAL)
3622	sizer_cat_box.SetMinSize((200, 50))
3623	self.categorybox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3624	self.categorybox.SetToolTip( wx.ToolTip("Select a Category/Type") )
3625	self._populate_listbox()
3626	wx.EVT_COMBOBOX(self.categorybox, -1, self._show_combox)
3627	#self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
3628	# style=wx.RB_GROUP)
3629	#self.shape_indep_rbutton = wx.RadioButton(self, -1,
3630	# "Shape-Independent")
3631	#self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
3632	#self.plugin_rbutton = wx.RadioButton(self, -1, "Uncategorized")
3633
3634	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3635	# id=self.shape_rbutton.GetId())
3636	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3637	# id=self.shape_indep_rbutton.GetId())
3638	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3639	# id=self.struct_rbutton.GetId())
3640	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3641	# id=self.plugin_rbutton.GetId())
3642	#MAC needs SetValue
3643
3644	show_cat_button = wx.Button(self, -1, "Modify")
3645	cat_tip = "Modify model categories \n"
3646	cat_tip += "(also accessible from the menu bar)."
3647	show_cat_button.SetToolTip( wx.ToolTip(cat_tip) )
3648	show_cat_button.Bind(wx.EVT_BUTTON, self._on_modify_cat)
3649	sizer_cat_box.Add(self.categorybox, 1, wx.RIGHT, 3)
3650	sizer_cat_box.Add((10,10))
3651	sizer_cat_box.Add(show_cat_button)
3652	#self.shape_rbutton.SetValue(True)
3653
3654	sizer_radiobutton = wx.GridSizer(2, 2, 5, 5)
3655
3656
3657	#sizer_radiobutton.Add(self.shape_rbutton)
3658	#sizer_radiobutton.Add(self.shape_indep_rbutton)
3659	sizer_radiobutton.Add((5,5))
3660	sizer_radiobutton.Add(self.model_view, 1, wx.RIGHT, 5)
3661	#sizer_radiobutton.Add(self.plugin_rbutton)
3662	#sizer_radiobutton.Add(self.struct_rbutton)
3663	# sizer_radiobutton.Add((5,5))
3664	sizer_radiobutton.Add(self.model_help, 1, wx.RIGHT\|wx.LEFT, 5)
3665	# sizer_radiobutton.Add((5,5))
3666	sizer_radiobutton.Add(self.model_func, 1, wx.RIGHT, 5)
3667	sizer_cat.Add(sizer_cat_box, 1, wx.LEFT, 2.5)
3668	sizer_cat.Add(sizer_radiobutton)
3669	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
3670	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
3671
3672	self.text1 = wx.StaticText(self, -1, "")
3673	self.text2 = wx.StaticText(self, -1, "P(Q)*S(Q)")
3674	self.mutifactor_text = wx.StaticText(self, -1, "No. of Shells: ")
3675	self.mutifactor_text1 = wx.StaticText(self, -1, "")
3676	self.show_sld_button = wx.Button(self, -1, "Show SLD Profile")
3677	self.show_sld_button.Bind(wx.EVT_BUTTON, self._on_show_sld)
3678
3679	self.formfactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3680	self.formfactorbox.SetToolTip( wx.ToolTip("Select a Model") )
3681	if self.model != None:
3682	self.formfactorbox.SetValue(self.model.name)
3683	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3684	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3685	self.initialize_combox()
3686	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
3687
3688	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
3689	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
3690	## check model type to show sizer
3691	if self.model != None:
3692	print "_set_model_sizer_selection: disabled."
3693	#self._set_model_sizer_selection(self.model)
3694
3695	sizer_selection.Add(self.text1)
3696	sizer_selection.Add((10, 5))
3697	sizer_selection.Add(self.formfactorbox)
3698	sizer_selection.Add((5, 5))
3699	sizer_selection.Add(self.text2)
3700	sizer_selection.Add((5, 5))
3701	sizer_selection.Add(self.structurebox)
3702
3703	mutifactor_selection.Add((13, 5))
3704	mutifactor_selection.Add(self.mutifactor_text)
3705	mutifactor_selection.Add(self.multifactorbox)
3706	mutifactor_selection.Add((5, 5))
3707	mutifactor_selection.Add(self.mutifactor_text1)
3708	mutifactor_selection.Add((10, 5))
3709	mutifactor_selection.Add(self.show_sld_button)
3710
3711	boxsizer1.Add(sizer_cat)
3712	boxsizer1.Add((10, 10))
3713	boxsizer1.Add(sizer_selection)
3714	boxsizer1.Add((10, 10))
3715	boxsizer1.Add(mutifactor_selection)
3716
3717	self._set_multfactor_combobox()
3718	self.multifactorbox.SetSelection(1)
3719	self.show_sld_button.Hide()
3720	sizer.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
3721	sizer.Layout()
3722
3723	def on_smear_helper(self, update=False):
3724	"""
3725	Help for onSmear if implemented
3726
3727	:param update: force or not to update
3728	"""
3729	def reset_page(self, state, first=False):
3730	"""
3731	reset the state if implemented
3732	"""
3733	def onSmear(self, event):
3734	"""
3735	Create a smear object if implemented
3736	"""
3737	def onPinholeSmear(self, event):
3738	"""
3739	Create a custom pinhole smear object if implemented
3740	"""
3741	def onSlitSmear(self, event):
3742	"""
3743	Create a custom slit smear object if implemented
3744	"""
3745	def update_slit_smear(self):
3746	"""
3747	called by kill_focus on pinhole TextCntrl
3748	to update the changes if implemented
3749	"""
3750	def select_param(self, event):
3751	"""
3752	Select TextCtrl checked if implemented
3753	"""
3754	def set_data(self, data=None):
3755	"""
3756	Sets data if implemented
3757	"""
3758	def _is_2D(self):
3759	"""
3760	Check if data_name is Data2D if implemented
3761	"""
3762	def _on_select_model(self, event=None):
3763	"""
3764	call back for model selection if implemented
3765	"""
3766	def select_all_param(self, event):
3767	"""
3768	set to true or false all checkBox if implemented
3769	"""
3770	def get_weight_flag(self):
3771	"""
3772	Get flag corresponding to a given weighting dI data if implemented
3773	"""
3774	def _set_sizer_dispersion(self):
3775	"""
3776	draw sizer for dispersity if implemented
3777	"""
3778	def get_all_checked_params(self):
3779	"""
3780	Found all parameters current check and add them to list of parameters
3781	to fit if implemented
3782	"""
3783	def show_npts2fit(self):
3784	"""
3785	setValue Npts for fitting if implemented
3786	"""
3787	def _onModel2D(self, event):
3788	"""
3789	toggle view of model from 1D to 2D or 2D from 1D if implemented
3790	"""

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SasView

source: sasview/src/sas/perspectives/fitting/basepage.py @ bc9a0e1

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