basepage.py @ 18c8c3d

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 18c8c3d was 27b7acc, checked in by butler, 11 years ago
converted stored category file from pickle to json and a bit of cleanup
Property mode set to `100644`
File size: 150.3 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 sans.guiframe.panel_base import PanelBase
16	from sans.guiframe.utils import format_number, check_float
17	from sans.guiframe.events import PanelOnFocusEvent
18	from sans.guiframe.events import StatusEvent
19	from sans.guiframe.events import AppendBookmarkEvent
20	from sans.guiframe.dataFitting import Data2D
21	from sans.guiframe.dataFitting import Data1D
22	from sans.guiframe.dataFitting import check_data_validity
23	from sans.guiframe.gui_style import GUIFRAME_ID
24	from sans.dataloader.data_info import Detector
25	from sans.dataloader.data_info import Source
26	from sans.perspectives.fitting.pagestate import PageState
27	from sans.guiframe.CategoryInstaller import CategoryInstaller
28
29	(PageInfoEvent, EVT_PAGE_INFO) = wx.lib.newevent.NewEvent()
30	(PreviousStateEvent, EVT_PREVIOUS_STATE) = wx.lib.newevent.NewEvent()
31	(NextStateEvent, EVT_NEXT_STATE) = wx.lib.newevent.NewEvent()
32
33	_BOX_WIDTH = 76
34	_QMIN_DEFAULT = 0.0005
35	_QMAX_DEFAULT = 0.5
36	_NPTS_DEFAULT = 50
37	#Control panel width
38	if sys.platform.count("win32") > 0:
39	PANEL_WIDTH = 450
40	FONT_VARIANT = 0
41	ON_MAC = False
42	else:
43	PANEL_WIDTH = 500
44	FONT_VARIANT = 1
45	ON_MAC = True
46
47
48	class BasicPage(ScrolledPanel, PanelBase):
49	"""
50	This class provide general structure of fitpanel page
51	"""
52	## Internal name for the AUI manager
53	window_name = "Fit Page"
54	## Title to appear on top of the window
55	window_caption = "Fit Page "
56
57	def __init__(self, parent, color='blue', **kwargs):
58	"""
59	"""
60	ScrolledPanel.__init__(self, parent, **kwargs)
61	PanelBase.__init__(self, parent)
62	self.SetupScrolling()
63	#Set window's font size
64	self.SetWindowVariant(variant=FONT_VARIANT)
65
66	self.SetBackgroundColour(color)
67	## parent of the page
68	self.parent = parent
69	## manager is the fitting plugin
70	## owner of the page (fitting plugin)
71	self.event_owner = None
72	## current model
73	self.model = None
74	self.m_name = None
75	self.index_model = None
76	self.panel = None
77	## data
78	self.data = None
79	#list of available data
80	self.data_list = []
81	self.mask = None
82	self.uid = wx.NewId()
83	self.graph_id = None
84	#Q range for data set
85	self.qmin_data_set = numpy.inf
86	self.qmax_data_set = None
87	self.npts_data_set = 0
88	## Q range
89	self.qmin = None
90	self.qmax = None
91	self.qmax_x = _QMAX_DEFAULT
92	self.qmin_x = _QMIN_DEFAULT
93	self.npts_x = _NPTS_DEFAULT
94	## total number of point: float
95	self.npts = None
96	self.num_points = None
97	## default fitengine type
98	self.engine_type = 'scipy'
99	## smear default
100	self.current_smearer = None
101	## 2D smear accuracy default
102	self.smear2d_accuracy = 'Low'
103	## slit smear:
104	self.dxl = None
105	self.dxw = None
106	## pinhole smear
107	self.dx_min = None
108	self.dx_max = None
109	##semar attrbs
110	self.enable_smearer = None
111	self.disable_smearer = None
112	self.pinhole_smearer = None
113	self.slit_smearer = None
114	##weigth attrbs
115	self.dI_noweight = None
116	self.dI_didata = None
117	self.dI_sqrdata = None
118	self.dI_idata = None
119	##other attrbs
120	self.dq_l = None
121	self.dq_r = None
122	self.tcChi = None
123	self.disp_box = None
124	self.model_disp = None
125	self.Npts_fit = None
126	self.Npts_total = None
127	self.theory_qmin = None
128	self.theory_qmax = None
129	self.theory_qmin_x = None
130	self.theory_qmax_x = None
131	self.cb1 = None
132	self.btEditMask = None
133	self.btFit = None
134	self.sld_axes = None
135	self.multi_factor = None
136
137	self.disp_cb_dict = {}
138
139	#self.state = PageState(parent=parent)
140	## dictionary containing list of models
141	self.model_list_box = {}
142
143	## Data member to store the dispersion object created
144	self._disp_obj_dict = {}
145	## selected parameters to apply dispersion
146	self.disp_cb_dict = {}
147	## smearer object
148	self.enable2D = False
149	self._has_magnetic = False
150	self.magnetic_on = False
151	self.is_mac = ON_MAC
152	self.formfactorbox = None
153	self.structurebox = None
154	self.categorybox = None
155	##list of model parameters. each item must have same length
156	## each item related to a given parameters
157	##[cb state, name, value, "+/-", error of fit, min, max , units]
158	self.parameters = []
159	# non-fittable parameter whose value is astring
160	self.str_parameters = []
161	## list of parameters to fit , must be like self.parameters
162	self.param_toFit = []
163	## list of looking like parameters but with non fittable parameters info
164	self.fixed_param = []
165	## list of looking like parameters but with fittable parameters info
166	self.fittable_param = []
167	##list of dispersion parameters
168	self.disp_list = []
169	self.disp_name = ""
170
171	## list of orientation parameters
172	self.orientation_params = []
173	self.orientation_params_disp = []
174	if self.model != None:
175	self.disp_list = self.model.getDispParamList()
176	self.temp_multi_functional = False
177	##enable model 2D draw
178	self.enable2D = False
179	## check that the fit range is correct to plot the model again
180	self.fitrange = True
181	## Create memento to save the current state
182	self.state = PageState(parent=self.parent,
183	model=self.model, data=self.data)
184	## flag to determine if state has change
185	self.state_change = False
186	## save customized array
187	self.values = []
188	self.weights = []
189	## retrieve saved state
190	self.number_saved_state = 0
191	## dictionary of saved state
192	self.saved_states = {}
193	## Create context menu for page
194	self.popUpMenu = wx.Menu()
195
196	id = wx.NewId()
197	self._keep = wx.MenuItem(self.popUpMenu, id, "Add bookmark",
198	" Keep the panel status to recall it later")
199	self.popUpMenu.AppendItem(self._keep)
200	self._keep.Enable(False)
201	self._set_bookmark_flag(False)
202	self._set_save_flag(False)
203	wx.EVT_MENU(self, id, self.on_bookmark)
204	self.popUpMenu.AppendSeparator()
205
206	## Default locations
207	self._default_save_location = os.getcwd()
208	## save initial state on context menu
209	#self.onSave(event=None)
210	self.Bind(wx.EVT_CONTEXT_MENU, self.onContextMenu)
211
212	# bind key event
213	self.Bind(wx.EVT_LEFT_DOWN, self.on_left_down)
214
215	## create the basic structure of the panel with empty sizer
216	self.define_page_structure()
217	## drawing Initial dispersion parameters sizer
218	self.set_dispers_sizer()
219
220	## layout
221	self.set_layout()
222
223	def set_index_model(self, index):
224	"""
225	Index related to this page
226	"""
227	self.index_model = index
228
229	def create_default_data(self):
230	"""
231	Given the user selection, creates a 1D or 2D data
232	Only when the page is on theory mode.
233	"""
234	if not hasattr(self, "model_view"):
235	return
236	toggle_mode_on = self.model_view.IsEnabled()
237	if toggle_mode_on:
238	if self.enable2D and not check_data_validity(self.data):
239	self._create_default_2d_data()
240	else:
241	if self.pointsbox.GetValue():
242	self._create_log_1d_data()
243	else:
244	self._create_default_1d_data()
245
246	if self.model != None:
247	if not self.data.is_data:
248	self._manager.page_finder[self.uid].set_fit_data(data=\
249	[self.data])
250	self.on_smear_helper(update=True)
251	self.state.enable_smearer = self.enable_smearer.GetValue()
252	self.state.disable_smearer = self.disable_smearer.GetValue()
253	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
254	self.state.slit_smearer = self.slit_smearer.GetValue()
255
256	def _create_default_1d_data(self):
257	"""
258	Create default data for fitting perspective
259	Only when the page is on theory mode.
260	:warning: This data is never plotted.
261
262	"""
263	x = numpy.linspace(start=self.qmin_x, stop=self.qmax_x,
264	num=self.npts_x, endpoint=True)
265	self.data = Data1D(x=x)
266	self.data.xaxis('\\rm{Q}', "A^{-1}")
267	self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
268	self.data.is_data = False
269	self.data.id = str(self.uid) + " data"
270	self.data.group_id = str(self.uid) + " Model1D"
271
272	def _create_log_1d_data(self):
273	"""
274	Create log-spaced data for fitting perspective
275	Only when the page is on theory mode.
276	:warning: This data is never plotted.
277
278	"""
279	if self.qmin_x >= 1.e-10:
280	qmin = numpy.log10(self.qmin_x)
281	else:
282	qmin = -10.
283
284	if self.qmax_x <= 1.e10:
285	qmax = numpy.log10(self.qmax_x)
286	else:
287	qmax = 10.
288
289	x = numpy.logspace(start=qmin, stop=qmax,
290	num=self.npts_x, endpoint=True, base=10.0)
291	self.data = Data1D(x=x)
292	self.data.xaxis('\\rm{Q}', "A^{-1}")
293	self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
294	self.data.is_data = False
295	self.data.id = str(self.uid) + " data"
296	self.data.group_id = str(self.uid) + " Model1D"
297
298	def _create_default_2d_data(self):
299	"""
300	Create 2D data by default
301	Only when the page is on theory mode.
302	:warning: This data is never plotted.
303	"""
304	self.data = Data2D()
305	qmax = self.qmax_x / math.sqrt(2)
306	self.data.xaxis('\\rm{Q_{x}}', 'A^{-1}')
307	self.data.yaxis('\\rm{Q_{y}}', 'A^{-1}')
308	self.data.is_data = False
309	self.data.id = str(self.uid) + " data"
310	self.data.group_id = str(self.uid) + " Model2D"
311	## Default values
312	self.data.detector.append(Detector())
313	index = len(self.data.detector) - 1
314	self.data.detector[index].distance = 8000 # mm
315	self.data.source.wavelength = 6 # A
316	self.data.detector[index].pixel_size.x = 5 # mm
317	self.data.detector[index].pixel_size.y = 5 # mm
318	self.data.detector[index].beam_center.x = qmax
319	self.data.detector[index].beam_center.y = qmax
320	## create x_bins and y_bins of the model 2D
321	#pixel_width_x = self.data.detector[index].pixel_size.x
322	#pixel_width_y = self.data.detector[index].pixel_size.y
323	#center_x = self.data.detector[index].beam_center.x/pixel_width_x
324	#center_y = self.data.detector[index].beam_center.y/pixel_width_y
325	# theory default: assume the beam
326	#center is located at the center of sqr detector
327	xmax = qmax
328	xmin = -qmax
329	ymax = qmax
330	ymin = -qmax
331	qstep = self.npts_x
332
333	x = numpy.linspace(start=xmin, stop=xmax, num=qstep, endpoint=True)
334	y = numpy.linspace(start=ymin, stop=ymax, num=qstep, endpoint=True)
335	## use data info instead
336	new_x = numpy.tile(x, (len(y), 1))
337	new_y = numpy.tile(y, (len(x), 1))
338	new_y = new_y.swapaxes(0, 1)
339	# all data reuire now in 1d array
340	qx_data = new_x.flatten()
341	qy_data = new_y.flatten()
342	q_data = numpy.sqrt(qx_data * qx_data + qy_data * qy_data)
343	# set all True (standing for unmasked) as default
344	mask = numpy.ones(len(qx_data), dtype=bool)
345	# calculate the range of qx and qy: this way,
346	# it is a little more independent
347	#x_size = xmax - xmin
348	#y_size = ymax - ymin
349	# store x and y bin centers in q space
350	x_bins = x
351	y_bins = y
352	# bin size: x- & y-directions
353	#xstep = x_size / len(x_bins - 1)
354	#ystep = y_size / len(y_bins - 1)
355
356	self.data.source = Source()
357	self.data.data = numpy.ones(len(mask))
358	self.data.err_data = numpy.ones(len(mask))
359	self.data.qx_data = qx_data
360	self.data.qy_data = qy_data
361	self.data.q_data = q_data
362	self.data.mask = mask
363	self.data.x_bins = x_bins
364	self.data.y_bins = y_bins
365	# max and min taking account of the bin sizes
366	self.data.xmin = xmin
367	self.data.xmax = xmax
368	self.data.ymin = ymin
369	self.data.ymax = ymax
370
371	def on_set_focus(self, event):
372	"""
373	On Set Focus, update guimanger and menu
374	"""
375	if self._manager is not None:
376	wx.PostEvent(self._manager.parent, PanelOnFocusEvent(panel=self))
377	self.on_tap_focus()
378
379	def on_tap_focus(self):
380	"""
381	Update menu1 on cliking the page tap
382	"""
383	if self._manager.menu1 != None:
384	chain_menu = self._manager.menu1.FindItemById(\
385	self._manager.id_reset_flag)
386	chain_menu.Enable(self.batch_on)
387	sim_menu = self._manager.menu1.FindItemById(self._manager.id_simfit)
388	flag = self.data.is_data\
389	and (self.model != None)
390	sim_menu.Enable(not self.batch_on and flag)
391	batch_menu = \
392	self._manager.menu1.FindItemById(self._manager.id_batchfit)
393	batch_menu.Enable(self.batch_on and flag)
394
395	class ModelTextCtrl(wx.TextCtrl):
396	"""
397	Text control for model and fit parameters.
398	Binds the appropriate events for user interactions.
399	Default callback methods can be overwritten on initialization
400
401	:param kill_focus_callback: callback method for EVT_KILL_FOCUS event
402	:param set_focus_callback: callback method for EVT_SET_FOCUS event
403	:param mouse_up_callback: callback method for EVT_LEFT_UP event
404	:param text_enter_callback: callback method for EVT_TEXT_ENTER event
405
406	"""
407	## Set to True when the mouse is clicked while whole string is selected
408	full_selection = False
409	## Call back for EVT_SET_FOCUS events
410	_on_set_focus_callback = None
411
412	def __init__(self, parent, id=-1,
413	value=wx.EmptyString,
414	pos=wx.DefaultPosition,
415	size=wx.DefaultSize,
416	style=0,
417	validator=wx.DefaultValidator,
418	name=wx.TextCtrlNameStr,
419	kill_focus_callback=None,
420	set_focus_callback=None,
421	mouse_up_callback=None,
422	text_enter_callback=None):
423
424	wx.TextCtrl.__init__(self, parent, id, value, pos,
425	size, style, validator, name)
426
427	# Bind appropriate events
428	self._on_set_focus_callback = parent.onSetFocus \
429	if set_focus_callback is None else set_focus_callback
430	self.Bind(wx.EVT_SET_FOCUS, self._on_set_focus)
431	self.Bind(wx.EVT_KILL_FOCUS, self._silent_kill_focus \
432	if kill_focus_callback is None else kill_focus_callback)
433	self.Bind(wx.EVT_TEXT_ENTER, parent._onparamEnter \
434	if text_enter_callback is None else text_enter_callback)
435	if not ON_MAC:
436	self.Bind(wx.EVT_LEFT_UP, self._highlight_text \
437	if mouse_up_callback is None else mouse_up_callback)
438
439	def _on_set_focus(self, event):
440	"""
441	Catch when the text control is set in focus to highlight the whole
442	text if necessary
443
444	:param event: mouse event
445
446	"""
447	event.Skip()
448	self.full_selection = True
449	return self._on_set_focus_callback(event)
450
451	def _highlight_text(self, event):
452	"""
453	Highlight text of a TextCtrl only of no text has be selected
454
455	:param event: mouse event
456
457	"""
458	# Make sure the mouse event is available to other listeners
459	event.Skip()
460	control = event.GetEventObject()
461	if self.full_selection:
462	self.full_selection = False
463	# Check that we have a TextCtrl
464	if issubclass(control.__class__, wx.TextCtrl):
465	# Check whether text has been selected,
466	# if not, select the whole string
467	(start, end) = control.GetSelection()
468	if start == end:
469	control.SetSelection(-1, -1)
470
471	def _silent_kill_focus(self, event):
472	"""
473	Save the state of the page
474	"""
475
476	event.Skip()
477	#pass
478
479	def set_page_info(self, page_info):
480	"""
481	set some page important information at once
482	"""
483	##window_name
484	self.window_name = page_info.window_name
485	##window_caption
486	self.window_caption = page_info.window_caption
487	## manager is the fitting plugin
488	self._manager = page_info.manager
489	## owner of the page (fitting plugin)
490	self.event_owner = page_info.event_owner
491	## current model
492	self.model = page_info.model
493	## data
494	self.data = page_info.data
495	## dictionary containing list of models
496	self.model_list_box = page_info.model_list_box
497	## Data member to store the dispersion object created
498	self.populate_box(model_dict=self.model_list_box)
499
500	def onContextMenu(self, event):
501	"""
502	Retrieve the state selected state
503	"""
504	# Skipping the save state functionality for release 0.9.0
505	#return
506
507	pos = event.GetPosition()
508	pos = self.ScreenToClient(pos)
509
510	self.PopupMenu(self.popUpMenu, pos)
511
512	def onUndo(self, event):
513	"""
514	Cancel the previous action
515	"""
516	event = PreviousStateEvent(page=self)
517	wx.PostEvent(self.parent, event)
518
519	def onRedo(self, event):
520	"""
521	Restore the previous action cancelled
522	"""
523	event = NextStateEvent(page=self)
524	wx.PostEvent(self.parent, event)
525
526	def define_page_structure(self):
527	"""
528	Create empty sizer for a panel
529	"""
530	self.vbox = wx.BoxSizer(wx.VERTICAL)
531	self.sizer0 = wx.BoxSizer(wx.VERTICAL)
532	self.sizer1 = wx.BoxSizer(wx.VERTICAL)
533	self.sizer2 = wx.BoxSizer(wx.VERTICAL)
534	self.sizer3 = wx.BoxSizer(wx.VERTICAL)
535	self.sizer4 = wx.BoxSizer(wx.VERTICAL)
536	self.sizer5 = wx.BoxSizer(wx.VERTICAL)
537	self.sizer6 = wx.BoxSizer(wx.VERTICAL)
538
539	self.sizer0.SetMinSize((PANEL_WIDTH, -1))
540	self.sizer1.SetMinSize((PANEL_WIDTH, -1))
541	self.sizer2.SetMinSize((PANEL_WIDTH, -1))
542	self.sizer3.SetMinSize((PANEL_WIDTH, -1))
543	self.sizer4.SetMinSize((PANEL_WIDTH, -1))
544	self.sizer5.SetMinSize((PANEL_WIDTH, -1))
545	self.sizer6.SetMinSize((PANEL_WIDTH, -1))
546
547	self.vbox.Add(self.sizer0)
548	self.vbox.Add(self.sizer1)
549	self.vbox.Add(self.sizer2)
550	self.vbox.Add(self.sizer3)
551	self.vbox.Add(self.sizer4)
552	self.vbox.Add(self.sizer5)
553	self.vbox.Add(self.sizer6)
554
555	def set_layout(self):
556	"""
557	layout
558	"""
559	self.vbox.Layout()
560	self.vbox.Fit(self)
561	self.SetSizer(self.vbox)
562	self.Centre()
563
564	def set_owner(self, owner):
565	"""
566	set owner of fitpage
567
568	:param owner: the class responsible of plotting
569
570	"""
571	self.event_owner = owner
572	self.state.event_owner = owner
573
574	def get_state(self):
575	"""
576	"""
577	return self.state
578
579	def get_data(self):
580	"""
581	return the current data
582	"""
583	return self.data
584
585	def get_data_list(self):
586	"""
587	return the current data
588	"""
589	return self.data_list
590
591	def set_manager(self, manager):
592	"""
593	set panel manager
594
595	:param manager: instance of plugin fitting
596
597	"""
598	self._manager = manager
599	self.state.manager = manager
600
601	def populate_box(self, model_dict):
602	"""
603	Store list of model
604
605	:param model_dict: dictionary containing list of models
606
607	"""
608	self.model_list_box = model_dict
609	self.state.model_list_box = self.model_list_box
610	self.initialize_combox()
611
612	def set_model_dictionary(self, model_dict):
613	"""
614	Store a dictionary linking model name -> model object
615
616	:param model_dict: dictionary containing list of models
617	"""
618	self.model_dict = model_dict
619
620	def initialize_combox(self):
621	"""
622	put default value in the combobox
623	"""
624	## fill combox box
625	if self.model_list_box is None:
626	return
627	if len(self.model_list_box) > 0:
628	self._populate_box(self.formfactorbox,
629	self.model_list_box["Shapes"])
630
631	if len(self.model_list_box) > 0:
632	self._populate_box(self.structurebox,
633	self.model_list_box["Structure Factors"])
634	self.structurebox.Insert("None", 0, None)
635	self.structurebox.SetSelection(0)
636	self.structurebox.Hide()
637	self.text2.Hide()
638	self.structurebox.Disable()
639	self.text2.Disable()
640
641	if self.model.__class__ in self.model_list_box["P(Q)*S(Q)"]:
642	self.structurebox.Show()
643	self.text2.Show()
644	self.structurebox.Enable()
645	self.text2.Enable()
646
647	def set_dispers_sizer(self):
648	"""
649	fill sizer containing dispersity info
650	"""
651	self.sizer4.Clear(True)
652	name = "Polydispersity and Orientational Distribution"
653	box_description = wx.StaticBox(self, -1, name)
654	box_description.SetForegroundColour(wx.BLUE)
655	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
656	#----------------------------------------------------
657	self.disable_disp = wx.RadioButton(self, -1, 'Off', (10, 10),
658	style=wx.RB_GROUP)
659	self.enable_disp = wx.RadioButton(self, -1, 'On', (10, 30))
660	# best size for MAC and PC
661	if ON_MAC:
662	size_q = (30, 20)
663	else:
664	size_q = (20, 15)
665	self.disp_help_bt = wx.Button(self, wx.NewId(), '?',
666	style=wx.BU_EXACTFIT,
667	size=size_q)
668	self.disp_help_bt.Bind(wx.EVT_BUTTON,
669	self.on_pd_help_clicked, id=self.disp_help_bt.GetId())
670	self.disp_help_bt.SetToolTipString("Helps for Polydispersion.")
671
672	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
673	id=self.disable_disp.GetId())
674	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
675	id=self.enable_disp.GetId())
676	#MAC needs SetValue
677	self.disable_disp.SetValue(True)
678	sizer_dispersion = wx.BoxSizer(wx.HORIZONTAL)
679	sizer_dispersion.Add((20, 20))
680	name = "" # Polydispersity and \nOrientational Distribution "
681	sizer_dispersion.Add(wx.StaticText(self, -1, name))
682	sizer_dispersion.Add(self.enable_disp)
683	sizer_dispersion.Add((20, 20))
684	sizer_dispersion.Add(self.disable_disp)
685	sizer_dispersion.Add((25, 20))
686	sizer_dispersion.Add(self.disp_help_bt)
687
688	## fill a sizer for dispersion
689	boxsizer1.Add(sizer_dispersion, 0,
690	wx.TOP \| wx.BOTTOM \| wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE,
691	border=5)
692	self.sizer4_4 = wx.GridBagSizer(6, 5)
693
694	boxsizer1.Add(self.sizer4_4)
695	#-----------------------------------------------------
696	self.sizer4.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
697	self.sizer4_4.Layout()
698	self.sizer4.Layout()
699	self.Layout()
700
701	self.Refresh()
702	## saving the state of enable dispersity button
703	self.state.enable_disp = self.enable_disp.GetValue()
704	self.state.disable_disp = self.disable_disp.GetValue()
705	self.SetupScrolling()
706
707	def onResetModel(self, event):
708	"""
709	Reset model state
710	"""
711	menu = event.GetEventObject()
712	## post help message for the selected model
713	msg = menu.GetHelpString(event.GetId())
714	msg += " reloaded"
715	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
716	self.Show(False)
717	name = menu.GetLabel(event.GetId())
718	self._on_select_model_helper()
719	if self.model != None:
720	self.m_name = self.model.name
721	if name in self.saved_states.keys():
722	previous_state = self.saved_states[name]
723	## reset state of checkbox,textcrtl and regular parameters value
724
725	self.reset_page(previous_state)
726	self.state.m_name = self.m_name
727	self.Show(True)
728
729	def on_preview(self, event):
730	"""
731	Report the current fit results
732	"""
733	# Get plot image from plotpanel
734	images, canvases = self.get_images()
735	# get the report dialog
736	self.state.report(images, canvases)
737
738	def on_save(self, event):
739	"""
740	Save the current state into file
741	"""
742	self.save_current_state()
743	new_state = self.state.clone()
744	# Ask the user the location of the file to write to.
745	path = None
746	if self.parent != None:
747	self._default_save_location = \
748	self._manager.parent._default_save_location
749	dlg = wx.FileDialog(self, "Choose a file", self._default_save_location,
750	self.window_caption, "*.fitv", wx.SAVE)
751
752	if dlg.ShowModal() == wx.ID_OK:
753	path = dlg.GetPath()
754	self._default_save_location = os.path.dirname(path)
755	self._manager.parent._default_save_location =\
756	self._default_save_location
757	else:
758	return None
759	# MAC always needs the extension for saving
760	extens = ".fitv"
761	# Make sure the ext included in the file name
762	fName = os.path.splitext(path)[0] + extens
763	#the manager write the state into file
764	self._manager.save_fit_state(filepath=fName, fitstate=new_state)
765	return new_state
766
767	def on_copy(self, event):
768	"""
769	Copy Parameter values to the clipboad
770	"""
771	if event != None:
772	event.Skip()
773	# It seems MAC needs wxCallAfter
774	if event.GetId() == GUIFRAME_ID.COPYEX_ID:
775	print "copy excel"
776	wx.CallAfter(self.get_copy_excel)
777	elif event.GetId() == GUIFRAME_ID.COPYLAT_ID:
778	print "copy latex"
779	wx.CallAfter(self.get_copy_latex)
780	else:
781	wx.CallAfter(self.get_copy)
782
783
784	def on_paste(self, event):
785	"""
786	Paste Parameter values to the panel if possible
787	"""
788	#if event != None:
789	# event.Skip()
790	# It seems MAC needs wxCallAfter for the setvalues
791	# for multiple textctrl items, otherwise it tends to crash once a while
792	wx.CallAfter(self.get_paste)
793	# messages depending on the flag
794	#self._copy_info(True)
795
796	def _copy_info(self, flag):
797	"""
798	Send event dpemding on flag
799
800	: Param flag: flag that distinguish event
801	"""
802	# messages depending on the flag
803	if flag == None:
804	msg = " Parameter values are copied to the clipboard..."
805	infor = 'warning'
806	elif flag:
807	msg = " Parameter values are pasted from the clipboad..."
808	infor = "warning"
809	else:
810	msg = "Error was occured "
811	msg += ": No valid parameter values to paste from the clipboard..."
812	infor = "error"
813	wx.PostEvent(self._manager.parent,
814	StatusEvent(status=msg, info=infor))
815	# inform msg to wx
816	wx.PostEvent(self._manager.parent,
817	StatusEvent(status=msg, info=infor))
818
819	def _get_time_stamp(self):
820	"""
821	return time and date stings
822	"""
823	# date and time
824	year, month, day, hour, minute, second, _, _, _ = time.localtime()
825	current_time = str(hour) + ":" + str(minute) + ":" + str(second)
826	current_date = str(month) + "/" + str(day) + "/" + str(year)
827	return current_time, current_date
828
829	def on_bookmark(self, event):
830	"""
831	save history of the data and model
832	"""
833	if self.model == None:
834	msg = "Can not bookmark; Please select Data and Model first..."
835	wx.MessageBox(msg, 'Info')
836	return
837	self.save_current_state()
838	new_state = self.state.clone()
839	##Add model state on context menu
840	self.number_saved_state += 1
841	current_time, current_date = self._get_time_stamp()
842	#name= self.model.name+"[%g]"%self.number_saved_state
843	name = "Fitting: %g]" % self.number_saved_state
844	name += self.model.__class__.__name__
845	name += "bookmarked at %s on %s" % (current_time, current_date)
846	self.saved_states[name] = new_state
847
848	## Add item in the context menu
849	msg = "Model saved at %s on %s" % (current_time, current_date)
850	## post help message for the selected model
851	msg += " Saved! right click on this page to retrieve this model"
852	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
853
854	id = wx.NewId()
855	self.popUpMenu.Append(id, name, str(msg))
856	wx.EVT_MENU(self, id, self.onResetModel)
857	wx.PostEvent(self._manager.parent,
858	AppendBookmarkEvent(title=name,
859	hint=str(msg),
860	handler=self._back_to_bookmark))
861
862	def _back_to_bookmark(self, event):
863	"""
864	Back to bookmark
865	"""
866	self._manager.on_perspective(event)
867	self.onResetModel(event)
868	self._draw_model()
869
870	def onSetFocus(self, evt):
871	"""
872	highlight the current textcrtl and hide the error text control shown
873	after fitting
874	"""
875	return
876
877	def read_file(self, path):
878	"""
879	Read two columns file
880
881	:param path: the path to the file to read
882
883	"""
884	try:
885	if path == None:
886	wx.PostEvent(self._manager.parent,
887	StatusEvent(status= \
888	" Selected Distribution was not loaded: %s" % path))
889	return None, None
890	input_f = open(path, 'r')
891	buff = input_f.read()
892	lines = buff.split('\n')
893	input_f.close()
894	angles = []
895	weights = []
896	for line in lines:
897	toks = line.split()
898	try:
899	angle = float(toks[0])
900	weight = float(toks[1])
901	angles.append(angle)
902	weights.append(weight)
903	except:
904	# Skip non-data lines
905	pass
906	return numpy.array(angles), numpy.array(weights)
907	except:
908	raise
909
910	def createMemento(self):
911	"""
912	return the current state of the page
913	"""
914	return self.state.clone()
915
916	def save_current_state(self):
917	"""
918	Store current state
919	"""
920	self.state.engine_type = copy.deepcopy(self.engine_type)
921	## save model option
922	if self.model != None:
923	self.disp_list = self.model.getDispParamList()
924	self.state.disp_list = copy.deepcopy(self.disp_list)
925	self.state.model = self.model.clone()
926
927	#model combobox: complex code because of mac's silent error
928	if self.structurebox != None:
929	if self.structurebox.IsShown():
930	self.state.structurecombobox = 'None'
931	s_select = self.structurebox.GetSelection()
932	if s_select > 0:
933	self.state.structurecombobox = self.structurebox.\
934	GetString(s_select)
935	if self.formfactorbox != None:
936	f_select = self.formfactorbox.GetSelection()
937	if f_select > 0:
938	self.state.formfactorcombobox = self.formfactorbox.\
939	GetString(f_select)
940	if self.categorybox != None:
941	cb_select = self.categorybox.GetSelection()
942	if cb_select > 0:
943	self.state.categorycombobox = self.categorybox.\
944	GetString(cb_select)
945
946	self.state.enable2D = copy.deepcopy(self.enable2D)
947	self.state.values = copy.deepcopy(self.values)
948	self.state.weights = copy.deepcopy(self.weights)
949	## save data
950	self.state.data = copy.deepcopy(self.data)
951	self.state.qmax_x = self.qmax_x
952	self.state.qmin_x = self.qmin_x
953	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
954	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
955	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
956	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
957	self.state.dq_l = self.dq_l
958	self.state.dq_r = self.dq_r
959	if hasattr(self, "enable_disp"):
960	self.state.enable_disp = self.enable_disp.GetValue()
961	self.state.disable_disp = self.disable_disp.GetValue()
962
963	self.state.smearer = copy.deepcopy(self.current_smearer)
964	if hasattr(self, "enable_smearer"):
965	self.state.enable_smearer = \
966	copy.deepcopy(self.enable_smearer.GetValue())
967	self.state.disable_smearer = \
968	copy.deepcopy(self.disable_smearer.GetValue())
969
970	self.state.pinhole_smearer = \
971	copy.deepcopy(self.pinhole_smearer.GetValue())
972	self.state.dx_max = copy.deepcopy(self.dx_max)
973	self.state.dx_min = copy.deepcopy(self.dx_min)
974	self.state.dxl = copy.deepcopy(self.dxl)
975	self.state.dxw = copy.deepcopy(self.dxw)
976	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
977
978	if len(self._disp_obj_dict) > 0:
979	for k, v in self._disp_obj_dict.iteritems():
980	self.state._disp_obj_dict[k] = v
981
982	self.state.values = copy.deepcopy(self.values)
983	self.state.weights = copy.deepcopy(self.weights)
984	## save plotting range
985	self._save_plotting_range()
986
987	self.state.orientation_params = []
988	self.state.orientation_params_disp = []
989	self.state.parameters = []
990	self.state.fittable_param = []
991	self.state.fixed_param = []
992	self.state.str_parameters = []
993
994	## save checkbutton state and txtcrtl values
995	self._copy_parameters_state(self.str_parameters,
996	self.state.str_parameters)
997	self._copy_parameters_state(self.orientation_params,
998	self.state.orientation_params)
999	self._copy_parameters_state(self.orientation_params_disp,
1000	self.state.orientation_params_disp)
1001
1002	self._copy_parameters_state(self.parameters, self.state.parameters)
1003	self._copy_parameters_state(self.fittable_param,
1004	self.state.fittable_param)
1005	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1006	#save chisqr
1007	self.state.tcChi = self.tcChi.GetValue()
1008
1009	def save_current_state_fit(self):
1010	"""
1011	Store current state for fit_page
1012	"""
1013	## save model option
1014	if self.model != None:
1015	self.disp_list = self.model.getDispParamList()
1016	self.state.disp_list = copy.deepcopy(self.disp_list)
1017	self.state.model = self.model.clone()
1018	if hasattr(self, "engine_type"):
1019	self.state.engine_type = copy.deepcopy(self.engine_type)
1020
1021	self.state.enable2D = copy.deepcopy(self.enable2D)
1022	self.state.values = copy.deepcopy(self.values)
1023	self.state.weights = copy.deepcopy(self.weights)
1024	## save data
1025	self.state.data = copy.deepcopy(self.data)
1026
1027	if hasattr(self, "enable_disp"):
1028	self.state.enable_disp = self.enable_disp.GetValue()
1029	self.state.disable_disp = self.disable_disp.GetValue()
1030
1031	self.state.smearer = copy.deepcopy(self.current_smearer)
1032	if hasattr(self, "enable_smearer"):
1033	self.state.enable_smearer = \
1034	copy.deepcopy(self.enable_smearer.GetValue())
1035	self.state.disable_smearer = \
1036	copy.deepcopy(self.disable_smearer.GetValue())
1037
1038	self.state.pinhole_smearer = \
1039	copy.deepcopy(self.pinhole_smearer.GetValue())
1040	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
1041	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
1042	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
1043	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
1044	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
1045	if hasattr(self, "disp_box") and self.disp_box != None:
1046	self.state.disp_box = self.disp_box.GetCurrentSelection()
1047
1048	if len(self.disp_cb_dict) > 0:
1049	for k, v in self.disp_cb_dict.iteritems():
1050	if v == None:
1051	self.state.disp_cb_dict[k] = v
1052	else:
1053	try:
1054	self.state.disp_cb_dict[k] = v.GetValue()
1055	except:
1056	self.state.disp_cb_dict[k] = None
1057	if len(self._disp_obj_dict) > 0:
1058	for k, v in self._disp_obj_dict.iteritems():
1059	self.state._disp_obj_dict[k] = v
1060
1061	self.state.values = copy.deepcopy(self.values)
1062	self.state.weights = copy.deepcopy(self.weights)
1063
1064	## save plotting range
1065	self._save_plotting_range()
1066
1067	## save checkbutton state and txtcrtl values
1068	self._copy_parameters_state(self.orientation_params,
1069	self.state.orientation_params)
1070	self._copy_parameters_state(self.orientation_params_disp,
1071	self.state.orientation_params_disp)
1072	self._copy_parameters_state(self.parameters, self.state.parameters)
1073	self._copy_parameters_state(self.fittable_param,
1074	self.state.fittable_param)
1075	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
1076
1077	def check_invalid_panel(self):
1078	"""
1079	check if the user can already perform some action with this panel
1080	"""
1081	if self.data is None:
1082	self.disable_smearer.SetValue(True)
1083	self.disable_disp.SetValue(True)
1084	msg = "Please load Data and select Model to start..."
1085	wx.MessageBox(msg, 'Info')
1086	return True
1087
1088	def set_model_state(self, state):
1089	"""
1090	reset page given a model state
1091	"""
1092	self.disp_cb_dict = state.disp_cb_dict
1093	self.disp_list = state.disp_list
1094
1095	## set the state of the radio box
1096	#self.shape_rbutton.SetValue(state.shape_rbutton)
1097	#self.shape_indep_rbutton.SetValue(state.shape_indep_rbutton)
1098	#self.struct_rbutton.SetValue(state.struct_rbutton)
1099	#self.plugin_rbutton.SetValue(state.plugin_rbutton)
1100
1101	## fill model combobox
1102	self._show_combox_helper()
1103	#select the current model
1104	try:
1105	# to support older version
1106	category_pos = int(state.categorycombobox)
1107	except:
1108	category_pos = 0
1109	for ind_cat in range(self.categorybox.GetCount()):
1110	if self.categorycombobox.GetString(ind_form) == \
1111	state.categorycombobox:
1112	category_pos = int(ind_cat)
1113	break
1114
1115	self.categorybox.Select(category_pos)
1116	try:
1117	# to support older version
1118	formfactor_pos = int(state.formfactorcombobox)
1119	except:
1120	formfactor_pos = 0
1121	for ind_form in range(self.formfactorbox.GetCount()):
1122	if self.formfactorbox.GetString(ind_form) == \
1123	state.formfactorcombobox:
1124	formfactor_pos = int(ind_form)
1125	break
1126
1127	self.formfactorbox.Select(formfactor_pos)
1128
1129	try:
1130	# to support older version
1131	structfactor_pos = int(state.structurecombobox)
1132	except:
1133	structfactor_pos = 0
1134	for ind_struct in range(self.structurebox.GetCount()):
1135	if self.structurebox.GetString(ind_struct) == \
1136	state.structurecombobox:
1137	structfactor_pos = int(ind_struct)
1138	break
1139
1140	self.structurebox.SetSelection(structfactor_pos)
1141
1142	if state.multi_factor != None:
1143	self.multifactorbox.SetSelection(state.multi_factor)
1144
1145	## reset state of checkbox,textcrtl and regular parameters value
1146	self._reset_parameters_state(self.orientation_params_disp,
1147	state.orientation_params_disp)
1148	self._reset_parameters_state(self.orientation_params,
1149	state.orientation_params)
1150	self._reset_parameters_state(self.str_parameters,
1151	state.str_parameters)
1152	self._reset_parameters_state(self.parameters, state.parameters)
1153	## display dispersion info layer
1154	self.enable_disp.SetValue(state.enable_disp)
1155	self.disable_disp.SetValue(state.disable_disp)
1156
1157	if hasattr(self, "disp_box") and self.disp_box != None:
1158	self.disp_box.SetSelection(state.disp_box)
1159	n = self.disp_box.GetCurrentSelection()
1160	dispersity = self.disp_box.GetClientData(n)
1161	name = dispersity.__name__
1162
1163	self._set_dipers_Param(event=None)
1164
1165	if name == "ArrayDispersion":
1166
1167	for item in self.disp_cb_dict.keys():
1168
1169	if hasattr(self.disp_cb_dict[item], "SetValue"):
1170	self.disp_cb_dict[item].SetValue(\
1171	state.disp_cb_dict[item])
1172	# Create the dispersion objects
1173	from sans.models.dispersion_models import ArrayDispersion
1174	disp_model = ArrayDispersion()
1175	if hasattr(state, "values") and \
1176	self.disp_cb_dict[item].GetValue() == True:
1177	if len(state.values) > 0:
1178	self.values = state.values
1179	self.weights = state.weights
1180	disp_model.set_weights(self.values,
1181	state.weights)
1182	else:
1183	self._reset_dispersity()
1184
1185	self._disp_obj_dict[item] = disp_model
1186	# Set the new model as the dispersion object
1187	#for the selected parameter
1188	self.model.set_dispersion(item, disp_model)
1189
1190	self.model._persistency_dict[item] = \
1191	[state.values, state.weights]
1192
1193	else:
1194	keys = self.model.getParamList()
1195	for item in keys:
1196	if item in self.disp_list and \
1197	not item in self.model.details:
1198	self.model.details[item] = ["", None, None]
1199	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1200	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1201	## smearing info restore
1202	if hasattr(self, "enable_smearer"):
1203	## set smearing value whether or not the data
1204	#contain the smearing info
1205	self.enable_smearer.SetValue(state.enable_smearer)
1206	self.disable_smearer.SetValue(state.disable_smearer)
1207	self.onSmear(event=None)
1208	self.pinhole_smearer.SetValue(state.pinhole_smearer)
1209	self.slit_smearer.SetValue(state.slit_smearer)
1210
1211	self.dI_noweight.SetValue(state.dI_noweight)
1212	self.dI_didata.SetValue(state.dI_didata)
1213	self.dI_sqrdata.SetValue(state.dI_sqrdata)
1214	self.dI_idata.SetValue(state.dI_idata)
1215
1216	## we have two more options for smearing
1217	if self.pinhole_smearer.GetValue():
1218	self.onPinholeSmear(event=None)
1219	elif self.slit_smearer.GetValue():
1220	self.onSlitSmear(event=None)
1221
1222	## reset state of checkbox,textcrtl and dispersity parameters value
1223	self._reset_parameters_state(self.fittable_param, state.fittable_param)
1224	self._reset_parameters_state(self.fixed_param, state.fixed_param)
1225
1226	## draw the model with previous parameters value
1227	self._onparamEnter_helper()
1228	self.select_param(event=None)
1229	#Save state_fit
1230	self.save_current_state_fit()
1231	self._lay_out()
1232	self.Refresh()
1233
1234	def reset_page_helper(self, state):
1235	"""
1236	Use page_state and change the state of existing page
1237
1238	:precondition: the page is already drawn or created
1239
1240	:postcondition: the state of the underlying data change as well as the
1241	state of the graphic interface
1242	"""
1243	if state == None:
1244	return
1245	# set data, etc. from the state
1246	# reset page between theory and fitting from bookmarking
1247	#if state.data == None:
1248	# data = None
1249	#else:
1250	data = state.data
1251
1252	if data == None:
1253	data_min = state.qmin
1254	data_max = state.qmax
1255	self.qmin_x = data_min
1256	self.qmax_x = data_max
1257	self.qmin.SetValue(str(data_min))
1258	self.qmax.SetValue(str(data_max))
1259
1260	self.state.data = data
1261	self.state.qmin = self.qmin_x
1262	self.state.qmax = self.qmax_x
1263	else:
1264	self.set_data(data)
1265
1266	self.enable2D = state.enable2D
1267	try:
1268	self.magnetic_on = state.magnetic_on
1269	except:
1270	# Backward compatibility (for older state files)
1271	self.magnetic_on = False
1272	self.engine_type = state.engine_type
1273
1274	self.disp_cb_dict = state.disp_cb_dict
1275	self.disp_list = state.disp_list
1276
1277	## set the state of the radio box
1278	#self.shape_rbutton.SetValue(state.shape_rbutton)
1279	#self.shape_indep_rbutton.SetValue(state.shape_indep_rbutton)
1280	#self.struct_rbutton.SetValue(state.struct_rbutton)
1281	#self.plugin_rbutton.SetValue(state.plugin_rbutton)
1282
1283	## fill model combobox
1284	self._show_combox_helper()
1285	#select the current model
1286	try:
1287	# to support older version
1288	category_pos = int(state.categorycombobox)
1289	except:
1290	category_pos = 0
1291	for ind_cat in range(self.categorybox.GetCount()):
1292	if self.categorybox.GetString(ind_cat) == \
1293	state.categorycombobox:
1294	category_pos = int(ind_cat)
1295	break
1296
1297	self.categorybox.Select(category_pos)
1298	self._show_combox(None)
1299	try:
1300	# to support older version
1301	formfactor_pos = int(state.formfactorcombobox)
1302	except:
1303	formfactor_pos = 0
1304	for ind_form in range(self.formfactorbox.GetCount()):
1305	if self.formfactorbox.GetString(ind_form) == \
1306	(state.formfactorcombobox):
1307	formfactor_pos = int(ind_form)
1308	break
1309
1310	self.formfactorbox.Select(formfactor_pos)
1311
1312	try:
1313	# to support older version
1314	structfactor_pos = int(state.structurecombobox)
1315	except:
1316	structfactor_pos = 0
1317	for ind_struct in range(self.structurebox.GetCount()):
1318	if self.structurebox.GetString(ind_struct) == \
1319	(state.structurecombobox):
1320	structfactor_pos = int(ind_struct)
1321	break
1322
1323	self.structurebox.SetSelection(structfactor_pos)
1324
1325	if state.multi_factor != None:
1326	self.multifactorbox.SetSelection(state.multi_factor)
1327
1328	#reset the fitting engine type
1329	self.engine_type = state.engine_type
1330	#draw the pnael according to the new model parameter
1331	self._on_select_model(event=None)
1332
1333	# take care of 2D button
1334	if data == None and self.model_view.IsEnabled():
1335	if self.enable2D:
1336	self.model_view.SetLabel("2D Mode")
1337	else:
1338	self.model_view.SetLabel("1D Mode")
1339	# else:
1340
1341	if self._manager != None and self.engine_type != None:
1342	self._manager._on_change_engine(engine=self.engine_type)
1343	## set the select all check box to the a given state
1344	self.cb1.SetValue(state.cb1)
1345
1346	## reset state of checkbox,textcrtl and regular parameters value
1347	self._reset_parameters_state(self.orientation_params_disp,
1348	state.orientation_params_disp)
1349	self._reset_parameters_state(self.orientation_params,
1350	state.orientation_params)
1351	self._reset_parameters_state(self.str_parameters,
1352	state.str_parameters)
1353	self._reset_parameters_state(self.parameters, state.parameters)
1354	## display dispersion info layer
1355	self.enable_disp.SetValue(state.enable_disp)
1356	self.disable_disp.SetValue(state.disable_disp)
1357	# If the polydispersion is ON
1358	if state.enable_disp:
1359	# reset dispersion according the state
1360	self._set_dipers_Param(event=None)
1361	self._reset_page_disp_helper(state)
1362	##plotting range restore
1363	self._reset_plotting_range(state)
1364	## smearing info restore
1365	if hasattr(self, "enable_smearer"):
1366	## set smearing value whether or not the data
1367	#contain the smearing info
1368	self.enable_smearer.SetValue(state.enable_smearer)
1369	self.disable_smearer.SetValue(state.disable_smearer)
1370	self.onSmear(event=None)
1371	self.pinhole_smearer.SetValue(state.pinhole_smearer)
1372	self.slit_smearer.SetValue(state.slit_smearer)
1373	try:
1374	self.dI_noweight.SetValue(state.dI_noweight)
1375	self.dI_didata.SetValue(state.dI_didata)
1376	self.dI_sqrdata.SetValue(state.dI_sqrdata)
1377	self.dI_idata.SetValue(state.dI_idata)
1378	except:
1379	# to support older state file formats
1380	self.dI_noweight.SetValue(False)
1381	self.dI_didata.SetValue(True)
1382	self.dI_sqrdata.SetValue(False)
1383	self.dI_idata.SetValue(False)
1384
1385	## we have two more options for smearing
1386	if self.pinhole_smearer.GetValue():
1387	self.dx_min = state.dx_min
1388	self.dx_max = state.dx_max
1389	if self.dx_min != None:
1390	self.smear_pinhole_min.SetValue(str(self.dx_min))
1391	if self.dx_max != None:
1392	self.smear_pinhole_max.SetValue(str(self.dx_max))
1393	self.onPinholeSmear(event=None)
1394	elif self.slit_smearer.GetValue():
1395	self.dxl = state.dxl
1396	self.dxw = state.dxw
1397	if self.dxl != None:
1398	self.smear_slit_height.SetValue(str(self.dxl))
1399	if self.dxw != None:
1400	self.smear_slit_width.SetValue(str(self.dxw))
1401	else:
1402	self.smear_slit_width.SetValue('')
1403	self.onSlitSmear(event=None)
1404
1405	## reset state of checkbox,textcrtl and dispersity parameters value
1406	self._reset_parameters_state(self.fittable_param, state.fittable_param)
1407	self._reset_parameters_state(self.fixed_param, state.fixed_param)
1408
1409	## draw the model with previous parameters value
1410	self._onparamEnter_helper()
1411	#reset the value of chisqr when not consistent with the value computed
1412	self.tcChi.SetValue(str(self.state.tcChi))
1413	## reset context menu items
1414	self._reset_context_menu()
1415
1416	## set the value of the current state to the state given as parameter
1417	self.state = state.clone()
1418	self.state.m_name = self.m_name
1419
1420	def _reset_page_disp_helper(self, state):
1421	"""
1422	Help to rest page for dispersions
1423	"""
1424	keys = self.model.getParamList()
1425	for item in keys:
1426	if item in self.disp_list and \
1427	not item in self.model.details:
1428	self.model.details[item] = ["", None, None]
1429	#for k,v in self.state.disp_cb_dict.iteritems():
1430	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1431	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
1432	self.values = copy.deepcopy(state.values)
1433	self.weights = copy.deepcopy(state.weights)
1434
1435	for key, disp in state._disp_obj_dict.iteritems():
1436	# From saved file, disp_model can not be sent in model obj.
1437	# it will be sent as a string here, then converted to model object.
1438	if disp.__class__.__name__ == 'str':
1439	disp_model = None
1440	com_str = "from sans.models.dispersion_models "
1441	com_str += "import %s as disp_func \ndisp_model = disp_func()"
1442	exec com_str % disp
1443	else:
1444	disp_model = disp
1445	self._disp_obj_dict[key] = disp_model
1446	param_name = key.split('.')[0]
1447	# Try to set dispersion only when available
1448	# for eg., pass the orient. angles for 1D Cal
1449	try:
1450	self.model.set_dispersion(param_name, disp_model)
1451	self.model._persistency_dict[key] = \
1452	[state.values, state.weights]
1453	except:
1454	pass
1455	selection = self._find_polyfunc_selection(disp_model)
1456	for list in self.fittable_param:
1457	if list[1] == key and list[7] != None:
1458	list[7].SetSelection(selection)
1459	# For the array disp_model, set the values and weights
1460	if selection == 1:
1461	disp_model.set_weights(self.values[key],
1462	self.weights[key])
1463	try:
1464	# Diables all fittable params for array
1465	list[0].SetValue(False)
1466	list[0].Disable()
1467	list[2].Disable()
1468	list[5].Disable()
1469	list[6].Disable()
1470	except:
1471	pass
1472	# For array, disable all fixed params
1473	if selection == 1:
1474	for item in self.fixed_param:
1475	if item[1].split(".")[0] == key.split(".")[0]:
1476	# try it and pass it for the orientation for 1D
1477	try:
1478	item[2].Disable()
1479	except:
1480	pass
1481
1482	# Make sure the check box updated when all checked
1483	if self.cb1.GetValue():
1484	self.select_all_param(None)
1485
1486	def _selectDlg(self):
1487	"""
1488	open a dialog file to selected the customized dispersity
1489	"""
1490	if self.parent != None:
1491	self._default_save_location = \
1492	self._manager.parent.get_save_location()
1493	dlg = wx.FileDialog(self, "Choose a weight file",
1494	self._default_save_location, "",
1495	".", wx.OPEN)
1496	path = None
1497	if dlg.ShowModal() == wx.ID_OK:
1498	path = dlg.GetPath()
1499	dlg.Destroy()
1500	return path
1501
1502	def _reset_context_menu(self):
1503	"""
1504	reset the context menu
1505	"""
1506	for name, _ in self.state.saved_states.iteritems():
1507	self.number_saved_state += 1
1508	## Add item in the context menu
1509	id = wx.NewId()
1510	msg = 'Save model and state %g' % self.number_saved_state
1511	self.popUpMenu.Append(id, name, msg)
1512	wx.EVT_MENU(self, id, self.onResetModel)
1513
1514	def _reset_plotting_range(self, state):
1515	"""
1516	Reset the plotting range to a given state
1517	"""
1518	self.qmin.SetValue(str(state.qmin))
1519	self.qmax.SetValue(str(state.qmax))
1520
1521	def _save_typeOfmodel(self):
1522	"""
1523	save radiobutton containing the type model that can be selected
1524	"""
1525	#self.state.shape_rbutton = self.shape_rbutton.GetValue()
1526	#self.state.shape_indep_rbutton = self.shape_indep_rbutton.GetValue()
1527	#self.state.struct_rbutton = self.struct_rbutton.GetValue()
1528	#self.state.plugin_rbutton = self.plugin_rbutton.GetValue()
1529	self.state.structurecombobox = self.structurebox.GetLabel()
1530	self.state.formfactorcombobox = self.formfactorbox.GetLabel()
1531	self.state.categorycombobox = self.categorybox.GetLabel()
1532
1533	## post state to fit panel
1534	event = PageInfoEvent(page=self)
1535	wx.PostEvent(self.parent, event)
1536
1537	def _save_plotting_range(self):
1538	"""
1539	save the state of plotting range
1540	"""
1541	self.state.qmin = self.qmin_x
1542	self.state.qmax = self.qmax_x
1543	self.state.npts = self.npts_x
1544
1545	def _onparamEnter_helper(self):
1546	"""
1547	check if values entered by the user are changed and valid to replot
1548	model
1549	"""
1550	# Flag to register when a parameter has changed.
1551	is_modified = False
1552	self.fitrange = True
1553	is_2Ddata = False
1554	#self._undo.Enable(True)
1555	# check if 2d data
1556	if self.data.__class__.__name__ == "Data2D":
1557	is_2Ddata = True
1558	if self.model != None:
1559	try:
1560	is_modified = self._check_value_enter(self.fittable_param,
1561	is_modified)
1562	is_modified = self._check_value_enter(self.fixed_param,
1563	is_modified)
1564	is_modified = self._check_value_enter(self.parameters,
1565	is_modified)
1566	except:
1567	pass
1568
1569	# Here we should check whether the boundaries have been modified.
1570	# If qmin and qmax have been modified, update qmin and qmax and
1571	# set the is_modified flag to True
1572	if self._validate_qrange(self.qmin, self.qmax):
1573	tempmin = float(self.qmin.GetValue())
1574	if tempmin != self.qmin_x:
1575	self.qmin_x = tempmin
1576	is_modified = True
1577	tempmax = float(self.qmax.GetValue())
1578	if tempmax != self.qmax_x:
1579	self.qmax_x = tempmax
1580	is_modified = True
1581
1582	if is_2Ddata:
1583	# set mask
1584	is_modified = self._validate_Npts()
1585
1586	else:
1587	self.fitrange = False
1588
1589	if not self.data.is_data:
1590	is_modified = True
1591
1592	## if any value is modify draw model with new value
1593	if not self.fitrange:
1594	#self.btFit.Disable()
1595	if is_2Ddata:
1596	self.btEditMask.Disable()
1597	else:
1598	if is_2Ddata and self.data.is_data and not self.batch_on:
1599	self.btEditMask.Enable(True)
1600	if is_modified and self.fitrange:
1601	# Theory case: need to get npts value to draw
1602	self.npts_x = float(self.Npts_total.GetValue())
1603	self.create_default_data()
1604	self.state_change = True
1605	self._draw_model()
1606	self.Refresh()
1607	return is_modified
1608
1609	def _update_paramv_on_fit(self):
1610	"""
1611	make sure that update param values just before the fitting
1612	"""
1613	#flag for qmin qmax check values
1614	flag = True
1615	self.fitrange = True
1616	is_modified = False
1617
1618	#wx.PostEvent(self._manager.parent, StatusEvent(status=" \
1619	#updating ... ",type="update"))
1620
1621	##So make sure that update param values on_Fit.
1622	#self._undo.Enable(True)
1623	if self.model != None:
1624	if self.Npts_total.GetValue() != self.Npts_fit.GetValue():
1625	if not self.data.is_data:
1626	self._manager.page_finder[self.uid].set_fit_data(data=\
1627	[self.data])
1628	##Check the values
1629	self._check_value_enter(self.fittable_param, is_modified)
1630	self._check_value_enter(self.fixed_param, is_modified)
1631	self._check_value_enter(self.parameters, is_modified)
1632
1633	# If qmin and qmax have been modified, update qmin and qmax and
1634	# Here we should check whether the boundaries have been modified.
1635	# If qmin and qmax have been modified, update qmin and qmax and
1636	# set the is_modified flag to True
1637	self.fitrange = self._validate_qrange(self.qmin, self.qmax)
1638	if self.fitrange:
1639	tempmin = float(self.qmin.GetValue())
1640	if tempmin != self.qmin_x:
1641	self.qmin_x = tempmin
1642	tempmax = float(self.qmax.GetValue())
1643	if tempmax != self.qmax_x:
1644	self.qmax_x = tempmax
1645	if tempmax == tempmin:
1646	flag = False
1647	temp_smearer = None
1648	if not self.disable_smearer.GetValue():
1649	temp_smearer = self.current_smearer
1650	if self.slit_smearer.GetValue():
1651	flag = self.update_slit_smear()
1652	elif self.pinhole_smearer.GetValue():
1653	flag = self.update_pinhole_smear()
1654	else:
1655	self._manager.set_smearer(smearer=temp_smearer,
1656	uid=self.uid,
1657	fid=self.data.id,
1658	qmin=float(self.qmin_x),
1659	qmax=float(self.qmax_x),
1660	enable_smearer=not self.disable_smearer.GetValue(),
1661	draw=False)
1662	elif not self._is_2D():
1663	self._manager.set_smearer(smearer=temp_smearer,
1664	qmin=float(self.qmin_x),
1665	uid=self.uid,
1666	fid=self.data.id,
1667	qmax=float(self.qmax_x),
1668	enable_smearer=not self.disable_smearer.GetValue(),
1669	draw=False)
1670	if self.data != None:
1671	index_data = ((self.qmin_x <= self.data.x) & \
1672	(self.data.x <= self.qmax_x))
1673	val = str(len(self.data.x[index_data == True]))
1674	self.Npts_fit.SetValue(val)
1675	else:
1676	# No data in the panel
1677	try:
1678	self.npts_x = float(self.Npts_total.GetValue())
1679	except:
1680	flag = False
1681	return flag
1682	flag = True
1683	if self._is_2D():
1684	# only 2D case set mask
1685	flag = self._validate_Npts()
1686	if not flag:
1687	return flag
1688	else:
1689	flag = False
1690	else:
1691	flag = False
1692
1693	#For invalid q range, disable the mask editor and fit button, vs.
1694	if not self.fitrange:
1695	if self._is_2D():
1696	self.btEditMask.Disable()
1697	else:
1698	if self._is_2D() and self.data.is_data and not self.batch_on:
1699	self.btEditMask.Enable(True)
1700
1701	if not flag:
1702	msg = "Cannot Plot or Fit :Must select a "
1703	msg += " model or Fitting range is not valid!!! "
1704	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1705
1706	try:
1707	self.save_current_state()
1708	except:
1709	pass
1710
1711	return flag
1712
1713	def _is_modified(self, is_modified):
1714	"""
1715	return to self._is_modified
1716	"""
1717	return is_modified
1718
1719	def _reset_parameters_state(self, listtorestore, statelist):
1720	"""
1721	Reset the parameters at the given state
1722	"""
1723	if len(statelist) == 0 or len(listtorestore) == 0:
1724	return
1725	if len(statelist) != len(listtorestore):
1726	return
1727
1728	for j in range(len(listtorestore)):
1729	item_page = listtorestore[j]
1730	item_page_info = statelist[j]
1731	##change the state of the check box for simple parameters
1732	if item_page[0] != None:
1733	item_page[0].SetValue(item_page_info[0])
1734	if item_page[2] != None:
1735	item_page[2].SetValue(item_page_info[2])
1736	if item_page[2].__class__.__name__ == "ComboBox":
1737	if item_page_info[2] in self.model.fun_list:
1738	fun_val = self.model.fun_list[item_page_info[2]]
1739	self.model.setParam(item_page_info[1], fun_val)
1740	if item_page[3] != None:
1741	## show or hide text +/-
1742	if item_page_info[2]:
1743	item_page[3].Show(True)
1744	else:
1745	item_page[3].Hide()
1746	if item_page[4] != None:
1747	## show of hide the text crtl for fitting error
1748	if item_page_info[4][0]:
1749	item_page[4].Show(True)
1750	item_page[4].SetValue(item_page_info[4][1])
1751	else:
1752	item_page[3].Hide()
1753	if item_page[5] != None:
1754	## show of hide the text crtl for fitting error
1755	item_page[5].Show(item_page_info[5][0])
1756	item_page[5].SetValue(item_page_info[5][1])
1757
1758	if item_page[6] != None:
1759	## show of hide the text crtl for fitting error
1760	item_page[6].Show(item_page_info[6][0])
1761	item_page[6].SetValue(item_page_info[6][1])
1762
1763	def _reset_strparam_state(self, listtorestore, statelist):
1764	"""
1765	Reset the string parameters at the given state
1766	"""
1767	if len(statelist) == 0:
1768	return
1769
1770	listtorestore = copy.deepcopy(statelist)
1771
1772	for j in range(len(listtorestore)):
1773	item_page = listtorestore[j]
1774	item_page_info = statelist[j]
1775	##change the state of the check box for simple parameters
1776
1777	if item_page[0] != None:
1778	item_page[0].SetValue(format_number(item_page_info[0], True))
1779
1780	if item_page[2] != None:
1781	param_name = item_page_info[1]
1782	value = item_page_info[2]
1783	selection = value
1784	if value in self.model.fun_list:
1785	selection = self.model.fun_list[value]
1786	item_page[2].SetValue(selection)
1787	self.model.setParam(param_name, selection)
1788
1789	def _copy_parameters_state(self, listtocopy, statelist):
1790	"""
1791	copy the state of button
1792
1793	:param listtocopy: the list of check button to copy
1794	:param statelist: list of state object to store the current state
1795
1796	"""
1797	if len(listtocopy) == 0:
1798	return
1799
1800	for item in listtocopy:
1801
1802	checkbox_state = None
1803	if item[0] != None:
1804	checkbox_state = item[0].GetValue()
1805	parameter_name = item[1]
1806	parameter_value = None
1807	if item[2] != None:
1808	parameter_value = item[2].GetValue()
1809	static_text = None
1810	if item[3] != None:
1811	static_text = item[3].IsShown()
1812	error_value = None
1813	error_state = None
1814	if item[4] != None:
1815	error_value = item[4].GetValue()
1816	error_state = item[4].IsShown()
1817
1818	min_value = None
1819	min_state = None
1820	if item[5] != None:
1821	min_value = item[5].GetValue()
1822	min_state = item[5].IsShown()
1823
1824	max_value = None
1825	max_state = None
1826	if item[6] != None:
1827	max_value = item[6].GetValue()
1828	max_state = item[6].IsShown()
1829	unit = None
1830	if item[7] != None:
1831	unit = item[7].GetLabel()
1832
1833	statelist.append([checkbox_state, parameter_name, parameter_value,
1834	static_text, [error_state, error_value],
1835	[min_state, min_value],
1836	[max_state, max_value], unit])
1837
1838	def _set_model_sizer_selection(self, model):
1839	"""
1840	Display the sizer according to the type of the current model
1841	"""
1842	if model == None:
1843	return
1844	if hasattr(model, "s_model"):
1845
1846	class_name = model.s_model.__class__
1847	name = model.s_model.name
1848	flag = (name != "NoStructure")
1849	if flag and \
1850	(class_name in self.model_list_box["Structure Factors"]):
1851	self.structurebox.Show()
1852	self.text2.Show()
1853	self.structurebox.Enable()
1854	self.text2.Enable()
1855	items = self.structurebox.GetItems()
1856	self.sizer1.Layout()
1857
1858	for i in range(len(items)):
1859	if items[i] == str(name):
1860	self.structurebox.SetSelection(i)
1861	break
1862
1863	if hasattr(model, "p_model"):
1864	class_name = model.p_model.__class__
1865	name = model.p_model.name
1866	self.formfactorbox.Clear()
1867
1868	for k, list in self.model_list_box.iteritems():
1869	if k in["P(Q)*S(Q)", "Shapes"] and \
1870	class_name in self.model_list_box["Shapes"]:
1871	self.shape_rbutton.SetValue(True)
1872	## fill the form factor list with new model
1873	self._populate_box(self.formfactorbox,
1874	self.model_list_box["Shapes"])
1875	items = self.formfactorbox.GetItems()
1876	## set comboxbox to the selected item
1877	for i in range(len(items)):
1878	if items[i] == str(name):
1879	self.formfactorbox.SetSelection(i)
1880	break
1881	return
1882	elif k == "Shape-Independent":
1883	self.shape_indep_rbutton.SetValue(True)
1884	elif k == "Structure Factors":
1885	self.struct_rbutton.SetValue(True)
1886	elif k == "Multi-Functions":
1887	continue
1888	else:
1889	self.plugin_rbutton.SetValue(True)
1890
1891	if class_name in list:
1892	## fill the form factor list with new model
1893	self._populate_box(self.formfactorbox, list)
1894	items = self.formfactorbox.GetItems()
1895	## set comboxbox to the selected item
1896	for i in range(len(items)):
1897	if items[i] == str(name):
1898	self.formfactorbox.SetSelection(i)
1899	break
1900	break
1901	else:
1902	## Select the model from the menu
1903	class_name = model.__class__
1904	name = model.name
1905	self.formfactorbox.Clear()
1906	items = self.formfactorbox.GetItems()
1907
1908	for k, list in self.model_list_box.iteritems():
1909	if k in["P(Q)*S(Q)", "Shapes"] and \
1910	class_name in self.model_list_box["Shapes"]:
1911	if class_name in self.model_list_box["P(Q)*S(Q)"]:
1912	self.structurebox.Show()
1913	self.text2.Show()
1914	self.structurebox.Enable()
1915	self.structurebox.SetSelection(0)
1916	self.text2.Enable()
1917	else:
1918	self.structurebox.Hide()
1919	self.text2.Hide()
1920	self.structurebox.Disable()
1921	self.structurebox.SetSelection(0)
1922	self.text2.Disable()
1923
1924	self.shape_rbutton.SetValue(True)
1925	## fill the form factor list with new model
1926	self._populate_box(self.formfactorbox,
1927	self.model_list_box["Shapes"])
1928	items = self.formfactorbox.GetItems()
1929	## set comboxbox to the selected item
1930	for i in range(len(items)):
1931	if items[i] == str(name):
1932	self.formfactorbox.SetSelection(i)
1933	break
1934	return
1935	elif k == "Shape-Independent":
1936	self.shape_indep_rbutton.SetValue(True)
1937	elif k == "Structure Factors":
1938	self.struct_rbutton.SetValue(True)
1939	elif k == "Multi-Functions":
1940	continue
1941	else:
1942	self.plugin_rbutton.SetValue(True)
1943	if class_name in list:
1944	self.structurebox.SetSelection(0)
1945	self.structurebox.Disable()
1946	self.text2.Disable()
1947	## fill the form factor list with new model
1948	self._populate_box(self.formfactorbox, list)
1949	items = self.formfactorbox.GetItems()
1950	## set comboxbox to the selected item
1951	for i in range(len(items)):
1952	if items[i] == str(name):
1953	self.formfactorbox.SetSelection(i)
1954	break
1955	break
1956
1957	def _draw_model(self, update_chisqr=True, source='model'):
1958	"""
1959	Method to draw or refresh a plotted model.
1960	The method will use the data member from the model page
1961	to build a call to the fitting perspective manager.
1962
1963	:param chisqr: update chisqr value [bool]
1964	"""
1965	wx.CallAfter(self._draw_model_after, update_chisqr, source)
1966
1967	def _draw_model_after(self, update_chisqr=True, source='model'):
1968	"""
1969	Method to draw or refresh a plotted model.
1970	The method will use the data member from the model page
1971	to build a call to the fitting perspective manager.
1972
1973	:param chisqr: update chisqr value [bool]
1974	"""
1975	#if self.check_invalid_panel():
1976	# return
1977	if self.model != None:
1978	temp_smear = None
1979	if hasattr(self, "enable_smearer"):
1980	if not self.disable_smearer.GetValue():
1981	temp_smear = self.current_smearer
1982	# compute weight for the current data
1983	from .utils import get_weight
1984	flag = self.get_weight_flag()
1985	weight = get_weight(data=self.data, is2d=self._is_2D(), flag=flag)
1986	toggle_mode_on = self.model_view.IsEnabled()
1987	is_2d = self._is_2D()
1988	self._manager.draw_model(self.model,
1989	data=self.data,
1990	smearer=temp_smear,
1991	qmin=float(self.qmin_x),
1992	qmax=float(self.qmax_x),
1993	page_id=self.uid,
1994	toggle_mode_on=toggle_mode_on,
1995	state=self.state,
1996	enable2D=is_2d,
1997	update_chisqr=update_chisqr,
1998	source='model',
1999	weight=weight)
2000
2001	def _on_show_sld(self, event=None):
2002	"""
2003	Plot SLD profile
2004	"""
2005	# get profile data
2006	x, y = self.model.getProfile()
2007
2008	from sans.plottools import Data1D as pf_data1d
2009	#from sans.perspectives.theory.profile_dialog import SLDPanel
2010	from sans.guiframe.local_perspectives.plotting.profile_dialog \
2011	import SLDPanel
2012	sld_data = pf_data1d(x, y)
2013	sld_data.name = 'SLD'
2014	sld_data.axes = self.sld_axes
2015	self.panel = SLDPanel(self, data=sld_data, axes=self.sld_axes, id=-1)
2016	self.panel.ShowModal()
2017
2018	def _set_multfactor_combobox(self, multiplicity=10):
2019	"""
2020	Set comboBox for muitfactor of CoreMultiShellModel
2021	:param multiplicit: no. of multi-functionality
2022	"""
2023	# build content of the combobox
2024	for idx in range(0, multiplicity):
2025	self.multifactorbox.Append(str(idx), int(idx))
2026	self._hide_multfactor_combobox()
2027
2028	def _show_multfactor_combobox(self):
2029	"""
2030	Show the comboBox of muitfactor of CoreMultiShellModel
2031	"""
2032	if not self.mutifactor_text.IsShown():
2033	self.mutifactor_text.Show(True)
2034	self.mutifactor_text1.Show(True)
2035	if not self.multifactorbox.IsShown():
2036	self.multifactorbox.Show(True)
2037
2038	def _hide_multfactor_combobox(self):
2039	"""
2040	Hide the comboBox of muitfactor of CoreMultiShellModel
2041	"""
2042	if self.mutifactor_text.IsShown():
2043	self.mutifactor_text.Hide()
2044	self.mutifactor_text1.Hide()
2045	if self.multifactorbox.IsShown():
2046	self.multifactorbox.Hide()
2047
2048	def formfactor_combo_init(self):
2049	"""
2050	First time calls _show_combox_helper
2051	"""
2052	self._show_combox(None)
2053
2054	def _show_combox_helper(self):
2055	"""
2056	Fill panel's combo box according to the type of model selected
2057	"""
2058	custom_model = 'Customized Models'
2059	mod_cat = self.categorybox.GetStringSelection()
2060	self.structurebox.SetSelection(0)
2061	self.structurebox.Disable()
2062	self.formfactorbox.Clear()
2063	if mod_cat == None:
2064	return
2065	m_list = []
2066	try:
2067	if mod_cat == custom_model:
2068	for model in self.model_list_box[mod_cat]:
2069	str_m = str(model).split(".")[0]
2070	#self.model_box.Append(str_m)
2071	m_list.append(self.model_dict[str_m])
2072	else:
2073	cat_dic = self.master_category_dict[mod_cat]
2074	for (model, enabled) in cat_dic:
2075	if enabled:
2076	m_list.append(self.model_dict[model])
2077	#else:
2078	# msg = "This model is disabled by Category Manager."
2079	# wx.PostEvent(self.parent.parent,
2080	# StatusEvent(status=msg, info="error"))
2081	except:
2082	msg = "%s\n" % (sys.exc_value)
2083	wx.PostEvent(self._manager.parent,
2084	StatusEvent(status=msg, info="error"))
2085	self._populate_box(self.formfactorbox, m_list)
2086
2087	def _on_modify_cat(self, event=None):
2088	self._manager.parent.on_category_panel(event)
2089
2090	def _show_combox(self, event=None):
2091	"""
2092	Show combox box associate with type of model selected
2093	"""
2094	self.Show(False)
2095	self._show_combox_helper()
2096	self._on_select_model(event=None)
2097	self.Show(True)
2098	self._save_typeOfmodel()
2099	self.sizer4_4.Layout()
2100	self.sizer4.Layout()
2101	self.Layout()
2102	self.Refresh()
2103
2104	def _populate_box(self, combobox, list):
2105	"""
2106	fill combox box with dict item
2107
2108	:param list: contains item to fill the combox
2109	item must model class
2110	"""
2111	mlist = []
2112	for models in list:
2113	model = models()
2114	name = model.__class__.__name__
2115	if models.__name__ != "NoStructure":
2116	if hasattr(model, "name"):
2117	name = model.name
2118	mlist.append((name, models))
2119
2120	# Sort the models
2121	mlist_sorted = sorted(mlist)
2122	for item in mlist_sorted:
2123	combobox.Append(item[0], item[1])
2124	return 0
2125
2126	def _onQrangeEnter(self, event):
2127	"""
2128	Check validity of value enter in the Q range field
2129
2130	"""
2131	tcrtl = event.GetEventObject()
2132	#Clear msg if previously shown.
2133	msg = ""
2134	wx.PostEvent(self.parent, StatusEvent(status=msg))
2135	# Flag to register when a parameter has changed.
2136	#is_modified = False
2137	if tcrtl.GetValue().lstrip().rstrip() != "":
2138	try:
2139	float(tcrtl.GetValue())
2140	tcrtl.SetBackgroundColour(wx.WHITE)
2141	# If qmin and qmax have been modified, update qmin and qmax
2142	if self._validate_qrange(self.qmin, self.qmax):
2143	tempmin = float(self.qmin.GetValue())
2144	if tempmin != self.qmin_x:
2145	self.qmin_x = tempmin
2146	tempmax = float(self.qmax.GetValue())
2147	if tempmax != self.qmax_x:
2148	self.qmax_x = tempmax
2149	else:
2150	tcrtl.SetBackgroundColour("pink")
2151	msg = "Model Error:wrong value entered: %s" % sys.exc_value
2152	wx.PostEvent(self.parent, StatusEvent(status=msg))
2153	return
2154	except:
2155	tcrtl.SetBackgroundColour("pink")
2156	msg = "Model Error:wrong value entered: %s" % sys.exc_value
2157	wx.PostEvent(self.parent, StatusEvent(status=msg))
2158	return
2159	#Check if # of points for theory model are valid(>0).
2160	if self.npts != None:
2161	if check_float(self.npts):
2162	temp_npts = float(self.npts.GetValue())
2163	if temp_npts != self.num_points:
2164	self.num_points = temp_npts
2165	#is_modified = True
2166	else:
2167	msg = "Cannot Plot :No npts in that Qrange!!! "
2168	wx.PostEvent(self.parent, StatusEvent(status=msg))
2169	else:
2170	tcrtl.SetBackgroundColour("pink")
2171	msg = "Model Error:wrong value entered!!!"
2172	wx.PostEvent(self.parent, StatusEvent(status=msg))
2173	self.save_current_state()
2174	event = PageInfoEvent(page=self)
2175	wx.PostEvent(self.parent, event)
2176	self.state_change = False
2177	#Draw the model for a different range
2178	if not self.data.is_data:
2179	self.create_default_data()
2180	self._draw_model()
2181
2182	def _theory_qrange_enter(self, event):
2183	"""
2184	Check validity of value enter in the Q range field
2185	"""
2186
2187	tcrtl = event.GetEventObject()
2188	#Clear msg if previously shown.
2189	msg = ""
2190	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2191	# Flag to register when a parameter has changed.
2192	is_modified = False
2193	if tcrtl.GetValue().lstrip().rstrip() != "":
2194	try:
2195	value = float(tcrtl.GetValue())
2196	tcrtl.SetBackgroundColour(wx.WHITE)
2197
2198	# If qmin and qmax have been modified, update qmin and qmax
2199	if self._validate_qrange(self.theory_qmin, self.theory_qmax):
2200	tempmin = float(self.theory_qmin.GetValue())
2201	if tempmin != self.theory_qmin_x:
2202	self.theory_qmin_x = tempmin
2203	tempmax = float(self.theory_qmax.GetValue())
2204	if tempmax != self.qmax_x:
2205	self.theory_qmax_x = tempmax
2206	else:
2207	tcrtl.SetBackgroundColour("pink")
2208	msg = "Model Error:wrong value entered: %s" % sys.exc_value
2209	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2210	return
2211	except:
2212	tcrtl.SetBackgroundColour("pink")
2213	msg = "Model Error:wrong value entered: %s" % sys.exc_value
2214	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2215	return
2216	#Check if # of points for theory model are valid(>0).
2217	if self.Npts_total.IsEditable():
2218	if check_float(self.Npts_total):
2219	temp_npts = float(self.Npts_total.GetValue())
2220	if temp_npts != self.num_points:
2221	self.num_points = temp_npts
2222	is_modified = True
2223	else:
2224	msg = "Cannot Plot :No npts in that Qrange!!! "
2225	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2226	else:
2227	tcrtl.SetBackgroundColour("pink")
2228	msg = "Model Error:wrong value entered!!!"
2229	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2230	self.save_current_state()
2231	event = PageInfoEvent(page=self)
2232	wx.PostEvent(self.parent, event)
2233	self.state_change = False
2234	#Draw the model for a different range
2235	self.create_default_data()
2236	self._draw_model()
2237
2238	def _on_select_model_helper(self):
2239	"""
2240	call back for model selection
2241	"""
2242	## reset dictionary containing reference to dispersion
2243	self._disp_obj_dict = {}
2244	self.disp_cb_dict = {}
2245	self.temp_multi_functional = False
2246	f_id = self.formfactorbox.GetCurrentSelection()
2247	#For MAC
2248	form_factor = None
2249	if f_id >= 0:
2250	form_factor = self.formfactorbox.GetClientData(f_id)
2251
2252	if not form_factor in self.model_list_box["multiplication"]:
2253	self.structurebox.Hide()
2254	self.text2.Hide()
2255	self.structurebox.Disable()
2256	self.structurebox.SetSelection(0)
2257	self.text2.Disable()
2258	else:
2259	self.structurebox.Show()
2260	self.text2.Show()
2261	self.structurebox.Enable()
2262	self.text2.Enable()
2263
2264	if form_factor != None:
2265	# set multifactor for Mutifunctional models
2266	if form_factor().__class__ in \
2267	self.model_list_box["Multi-Functions"]:
2268	m_id = self.multifactorbox.GetCurrentSelection()
2269	multiplicity = form_factor().multiplicity_info[0]
2270	self.multifactorbox.Clear()
2271	self._set_multfactor_combobox(multiplicity)
2272	self._show_multfactor_combobox()
2273	#ToDo: this info should be called directly from the model
2274	text = form_factor().multiplicity_info[1] # 'No. of Shells: '
2275
2276	self.mutifactor_text.SetLabel(text)
2277	if m_id > multiplicity - 1:
2278	# default value
2279	m_id = 1
2280
2281	self.multi_factor = self.multifactorbox.GetClientData(m_id)
2282	if self.multi_factor == None:
2283	self.multi_factor = 0
2284	form_factor = form_factor(int(self.multi_factor))
2285	self.multifactorbox.SetSelection(m_id)
2286	# Check len of the text1 and max_multiplicity
2287	text = ''
2288	if form_factor.multiplicity_info[0] == \
2289	len(form_factor.multiplicity_info[2]):
2290	text = form_factor.multiplicity_info[2][self.multi_factor]
2291	self.mutifactor_text1.SetLabel(text)
2292	# Check if model has get sld profile.
2293	if len(form_factor.multiplicity_info[3]) > 0:
2294	self.sld_axes = form_factor.multiplicity_info[3]
2295	self.show_sld_button.Show(True)
2296	else:
2297	self.sld_axes = ""
2298
2299	else:
2300	self._hide_multfactor_combobox()
2301	self.show_sld_button.Hide()
2302	form_factor = form_factor()
2303	self.multi_factor = None
2304	else:
2305	self._hide_multfactor_combobox()
2306	self.show_sld_button.Hide()
2307	self.multi_factor = None
2308
2309	s_id = self.structurebox.GetCurrentSelection()
2310	struct_factor = self.structurebox.GetClientData(s_id)
2311
2312	if struct_factor != None:
2313	from sans.models.MultiplicationModel import MultiplicationModel
2314	self.model = MultiplicationModel(form_factor, struct_factor())
2315	# multifunctional form factor
2316	if len(form_factor.non_fittable) > 0:
2317	self.temp_multi_functional = True
2318	else:
2319	if form_factor != None:
2320	self.model = form_factor
2321	else:
2322	self.model = None
2323	return self.model
2324	# check if model has magnetic parameters
2325	if len(self.model.magnetic_params) > 0:
2326	self._has_magnetic = True
2327	else:
2328	self._has_magnetic = False
2329	## post state to fit panel
2330	self.state.parameters = []
2331	self.state.model = self.model
2332	self.state.qmin = self.qmin_x
2333	self.state.multi_factor = self.multi_factor
2334	self.disp_list = self.model.getDispParamList()
2335	self.state.disp_list = self.disp_list
2336	self.on_set_focus(None)
2337	self.Layout()
2338
2339	def _validate_qrange(self, qmin_ctrl, qmax_ctrl):
2340	"""
2341	Verify that the Q range controls have valid values
2342	and that Qmin < Qmax.
2343
2344	:param qmin_ctrl: text control for Qmin
2345	:param qmax_ctrl: text control for Qmax
2346
2347	:return: True is the Q range is value, False otherwise
2348
2349	"""
2350	qmin_validity = check_float(qmin_ctrl)
2351	qmax_validity = check_float(qmax_ctrl)
2352	if not (qmin_validity and qmax_validity):
2353	return False
2354	else:
2355	qmin = float(qmin_ctrl.GetValue())
2356	qmax = float(qmax_ctrl.GetValue())
2357	if qmin < qmax:
2358	#Make sure to set both colours white.
2359	qmin_ctrl.SetBackgroundColour(wx.WHITE)
2360	qmin_ctrl.Refresh()
2361	qmax_ctrl.SetBackgroundColour(wx.WHITE)
2362	qmax_ctrl.Refresh()
2363	else:
2364	qmin_ctrl.SetBackgroundColour("pink")
2365	qmin_ctrl.Refresh()
2366	qmax_ctrl.SetBackgroundColour("pink")
2367	qmax_ctrl.Refresh()
2368	msg = "Invalid Q range: Q min must be smaller than Q max"
2369	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2370	return False
2371	return True
2372
2373	def _validate_Npts(self):
2374	"""
2375	Validate the number of points for fitting is more than 10 points.
2376	If valid, setvalues Npts_fit otherwise post msg.
2377	"""
2378	#default flag
2379	flag = True
2380	# Theory
2381	if self.data == None and self.enable2D:
2382	return flag
2383	for data in self.data_list:
2384	# q value from qx and qy
2385	radius = numpy.sqrt(data.qx_data * data.qx_data +
2386	data.qy_data * data.qy_data)
2387	#get unmasked index
2388	index_data = (float(self.qmin.GetValue()) <= radius) & \
2389	(radius <= float(self.qmax.GetValue()))
2390	index_data = (index_data) & (data.mask)
2391	index_data = (index_data) & (numpy.isfinite(data.data))
2392
2393	if len(index_data[index_data]) < 10:
2394	# change the color pink.
2395	self.qmin.SetBackgroundColour("pink")
2396	self.qmin.Refresh()
2397	self.qmax.SetBackgroundColour("pink")
2398	self.qmax.Refresh()
2399	msg = "Npts of Data Error :"
2400	msg += "No or too little npts of %s." % data.name
2401	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2402	self.fitrange = False
2403	flag = False
2404	else:
2405	self.Npts_fit.SetValue(str(len(index_data[index_data == True])))
2406	self.fitrange = True
2407
2408	return flag
2409
2410	def _validate_Npts_1D(self):
2411	"""
2412	Validate the number of points for fitting is more than 5 points.
2413	If valid, setvalues Npts_fit otherwise post msg.
2414	"""
2415	#default flag
2416	flag = True
2417	# Theory
2418	if self.data == None:
2419	return flag
2420	for data in self.data_list:
2421	# q value from qx and qy
2422	radius = data.x
2423	#get unmasked index
2424	index_data = (float(self.qmin.GetValue()) <= radius) & \
2425	(radius <= float(self.qmax.GetValue()))
2426	index_data = (index_data) & (numpy.isfinite(data.y))
2427
2428	if len(index_data[index_data]) < 5:
2429	# change the color pink.
2430	self.qmin.SetBackgroundColour("pink")
2431	self.qmin.Refresh()
2432	self.qmax.SetBackgroundColour("pink")
2433	self.qmax.Refresh()
2434	msg = "Npts of Data Error :"
2435	msg += "No or too little npts of %s." % data.name
2436	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2437	self.fitrange = False
2438	flag = False
2439	else:
2440	self.Npts_fit.SetValue(str(len(index_data[index_data == True])))
2441	self.fitrange = True
2442
2443	return flag
2444
2445	def _check_value_enter(self, list, modified):
2446	"""
2447	:param list: model parameter and panel info
2448	:Note: each item of the list should be as follow:
2449	item=[check button state, parameter's name,
2450	paramater's value, string="+/-",
2451	parameter's error of fit,
2452	parameter's minimum value,
2453	parrameter's maximum value ,
2454	parameter's units]
2455	"""
2456	is_modified = modified
2457	if len(list) == 0:
2458	return is_modified
2459	for item in list:
2460	#skip angle parameters for 1D
2461	if not self.enable2D:
2462	if item in self.orientation_params:
2463	continue
2464	#try:
2465	name = str(item[1])
2466
2467	if string.find(name, ".npts") == -1 and \
2468	string.find(name, ".nsigmas") == -1:
2469	## check model parameters range
2470	param_min = None
2471	param_max = None
2472
2473	## check minimun value
2474	if item[5] != None and item[5] != "":
2475	if item[5].GetValue().lstrip().rstrip() != "":
2476	try:
2477	param_min = float(item[5].GetValue())
2478	if not self._validate_qrange(item[5], item[2]):
2479	if numpy.isfinite(param_min):
2480	item[2].SetValue(format_number(param_min))
2481
2482	item[5].SetBackgroundColour(wx.WHITE)
2483	item[2].SetBackgroundColour(wx.WHITE)
2484
2485	except:
2486	msg = "Wrong Fit parameter range entered "
2487	wx.PostEvent(self._manager.parent,
2488	StatusEvent(status=msg))
2489	raise ValueError, msg
2490	is_modified = True
2491	## check maximum value
2492	if item[6] != None and item[6] != "":
2493	if item[6].GetValue().lstrip().rstrip() != "":
2494	try:
2495	param_max = float(item[6].GetValue())
2496	if not self._validate_qrange(item[2], item[6]):
2497	if numpy.isfinite(param_max):
2498	item[2].SetValue(format_number(param_max))
2499
2500	item[6].SetBackgroundColour(wx.WHITE)
2501	item[2].SetBackgroundColour(wx.WHITE)
2502	except:
2503	msg = "Wrong Fit parameter range entered "
2504	wx.PostEvent(self._manager.parent,
2505	StatusEvent(status=msg))
2506	raise ValueError, msg
2507	is_modified = True
2508
2509	if param_min != None and param_max != None:
2510	if not self._validate_qrange(item[5], item[6]):
2511	msg = "Wrong Fit range entered for parameter "
2512	msg += "name %s of model %s " % (name, self.model.name)
2513	wx.PostEvent(self._manager.parent,
2514	StatusEvent(status=msg))
2515
2516	if name in self.model.details.keys():
2517	self.model.details[name][1:3] = param_min, param_max
2518	is_modified = True
2519	else:
2520	self.model.details[name] = ["", param_min, param_max]
2521	is_modified = True
2522	try:
2523	# Check if the textctr is enabled
2524	if item[2].IsEnabled():
2525	value = float(item[2].GetValue())
2526	item[2].SetBackgroundColour("white")
2527	# If the value of the parameter has changed,
2528	# +update the model and set the is_modified flag
2529	if value != self.model.getParam(name) and \
2530	numpy.isfinite(value):
2531	self.model.setParam(name, value)
2532	except:
2533	item[2].SetBackgroundColour("pink")
2534	msg = "Wrong Fit parameter value entered "
2535	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2536
2537	return is_modified
2538
2539	def _set_dipers_Param(self, event):
2540	"""
2541	respond to self.enable_disp and self.disable_disp radio box.
2542	The dispersity object is reset inside the model into Gaussian.
2543	When the user select yes , this method display a combo box for
2544	more selection when the user selects No,the combo box disappears.
2545	Redraw the model with the default dispersity (Gaussian)
2546	"""
2547	## On selction if no model exists.
2548	if self.model == None:
2549	self.disable_disp.SetValue(True)
2550	msg = "Please select a Model first..."
2551	wx.MessageBox(msg, 'Info')
2552	wx.PostEvent(self._manager.parent,
2553	StatusEvent(status="Polydispersion: %s" % msg))
2554	return
2555
2556	self._reset_dispersity()
2557
2558	if self.model == None:
2559	self.model_disp.Hide()
2560	self.sizer4_4.Clear(True)
2561	return
2562
2563	if self.enable_disp.GetValue():
2564	## layout for model containing no dispersity parameters
2565
2566	self.disp_list = self.model.getDispParamList()
2567
2568	if len(self.disp_list) == 0 and len(self.disp_cb_dict) == 0:
2569	self._layout_sizer_noDipers()
2570	else:
2571	## set gaussian sizer
2572	self._on_select_Disp(event=None)
2573	else:
2574	self.sizer4_4.Clear(True)
2575
2576	## post state to fit panel
2577	self.save_current_state()
2578	if event != None:
2579	event = PageInfoEvent(page=self)
2580	wx.PostEvent(self.parent, event)
2581	#draw the model with the current dispersity
2582	self._draw_model()
2583	self.sizer4_4.Layout()
2584	self.sizer5.Layout()
2585	self.Layout()
2586	self.Refresh()
2587
2588	def _layout_sizer_noDipers(self):
2589	"""
2590	Draw a sizer with no dispersity info
2591	"""
2592	ix = 0
2593	iy = 1
2594	self.fittable_param = []
2595	self.fixed_param = []
2596	self.orientation_params_disp = []
2597
2598	self.sizer4_4.Clear(True)
2599	text = "No polydispersity available for this model"
2600	model_disp = wx.StaticText(self, -1, text)
2601	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
2602	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 10)
2603	self.sizer4_4.Layout()
2604	self.sizer4.Layout()
2605
2606	def _reset_dispersity(self):
2607	"""
2608	put gaussian dispersity into current model
2609	"""
2610	if len(self.param_toFit) > 0:
2611	for item in self.fittable_param:
2612	if item in self.param_toFit:
2613	self.param_toFit.remove(item)
2614
2615	for item in self.orientation_params_disp:
2616	if item in self.param_toFit:
2617	self.param_toFit.remove(item)
2618
2619	self.fittable_param = []
2620	self.fixed_param = []
2621	self.orientation_params_disp = []
2622	self.values = {}
2623	self.weights = {}
2624
2625	from sans.models.dispersion_models import GaussianDispersion
2626	if len(self.disp_cb_dict) == 0:
2627	self.save_current_state()
2628	self.sizer4_4.Clear(True)
2629	self.Layout()
2630	return
2631	if (len(self.disp_cb_dict) > 0):
2632	for p in self.disp_cb_dict:
2633	# The parameter was un-selected.
2634	# Go back to Gaussian model (with 0 pts)
2635	disp_model = GaussianDispersion()
2636
2637	self._disp_obj_dict[p] = disp_model
2638	# Set the new model as the dispersion object
2639	# for the selected parameter
2640	try:
2641	self.model.set_dispersion(p, disp_model)
2642	except:
2643
2644	pass
2645
2646	## save state into
2647	self.save_current_state()
2648	self.Layout()
2649	self.Refresh()
2650
2651	def _on_select_Disp(self, event):
2652	"""
2653	allow selecting different dispersion
2654	self.disp_list should change type later .now only gaussian
2655	"""
2656	self._set_sizer_dispersion()
2657
2658	## Redraw the model
2659	self._draw_model()
2660	#self._undo.Enable(True)
2661	event = PageInfoEvent(page=self)
2662	wx.PostEvent(self.parent, event)
2663
2664	self.sizer4_4.Layout()
2665	self.sizer4.Layout()
2666	self.SetupScrolling()
2667
2668	def _on_disp_func(self, event=None):
2669	"""
2670	Select a distribution function for the polydispersion
2671
2672	:Param event: ComboBox event
2673	"""
2674	# get ready for new event
2675	if event != None:
2676	event.Skip()
2677	# Get event object
2678	disp_box = event.GetEventObject()
2679
2680	# Try to select a Distr. function
2681	try:
2682	disp_box.SetBackgroundColour("white")
2683	selection = disp_box.GetCurrentSelection()
2684	param_name = disp_box.Name.split('.')[0]
2685	disp_name = disp_box.GetValue()
2686	dispersity = disp_box.GetClientData(selection)
2687
2688	#disp_model = GaussianDispersion()
2689	disp_model = dispersity()
2690	# Get param names to reset the values of the param
2691	name1 = param_name + ".width"
2692	name2 = param_name + ".npts"
2693	name3 = param_name + ".nsigmas"
2694	# Check Disp. function whether or not it is 'array'
2695	if disp_name.lower() == "array":
2696	value2 = ""
2697	value3 = ""
2698	value1 = self._set_array_disp(name=name1, disp=disp_model)
2699	else:
2700	self._del_array_values(name1)
2701	#self._reset_array_disp(param_name)
2702	self._disp_obj_dict[name1] = disp_model
2703	self.model.set_dispersion(param_name, disp_model)
2704	self.state._disp_obj_dict[name1] = disp_model
2705
2706	value1 = str(format_number(self.model.getParam(name1), True))
2707	value2 = str(format_number(self.model.getParam(name2)))
2708	value3 = str(format_number(self.model.getParam(name3)))
2709	# Reset fittable polydispersin parameter value
2710	for item in self.fittable_param:
2711	if item[1] == name1:
2712	item[2].SetValue(value1)
2713	item[5].SetValue("")
2714	item[6].SetValue("")
2715	# Disable for array
2716	if disp_name.lower() == "array":
2717	item[0].SetValue(False)
2718	item[0].Disable()
2719	item[2].Disable()
2720	item[3].Show(False)
2721	item[4].Show(False)
2722	item[5].Disable()
2723	item[6].Disable()
2724	else:
2725	item[0].Enable()
2726	item[2].Enable()
2727	item[5].Enable()
2728	item[6].Enable()
2729	break
2730	# Reset fixed polydispersion params
2731	for item in self.fixed_param:
2732	if item[1] == name2:
2733	item[2].SetValue(value2)
2734	# Disable Npts for array
2735	if disp_name.lower() == "array":
2736	item[2].Disable()
2737	else:
2738	item[2].Enable()
2739	if item[1] == name3:
2740	item[2].SetValue(value3)
2741	# Disable Nsigs for array
2742	if disp_name.lower() == "array":
2743	item[2].Disable()
2744	else:
2745	item[2].Enable()
2746
2747	# Make sure the check box updated when all checked
2748	if self.cb1.GetValue():
2749	#self.select_all_param(None)
2750	self.get_all_checked_params()
2751
2752	# update params
2753	self._update_paramv_on_fit()
2754	# draw
2755	self._draw_model()
2756	self.Refresh()
2757	except:
2758	# Error msg
2759	msg = "Error occurred:"
2760	msg += " Could not select the distribution function..."
2761	msg += " Please select another distribution function."
2762	disp_box.SetBackgroundColour("pink")
2763	# Focus on Fit button so that users can see the pinky box
2764	self.btFit.SetFocus()
2765	wx.PostEvent(self._manager.parent,
2766	StatusEvent(status=msg, info="error"))
2767
2768	def _set_array_disp(self, name=None, disp=None):
2769	"""
2770	Set array dispersion
2771
2772	:param name: name of the parameter for the dispersion to be set
2773	:param disp: the polydisperion object
2774	"""
2775	# The user wants this parameter to be averaged.
2776	# Pop up the file selection dialog.
2777	path = self._selectDlg()
2778	# Array data
2779	values = []
2780	weights = []
2781	# If nothing was selected, just return
2782	if path is None:
2783	self.disp_cb_dict[name].SetValue(False)
2784	#self.noDisper_rbox.SetValue(True)
2785	return
2786	self._default_save_location = os.path.dirname(path)
2787	if self._manager != None:
2788	self._manager.parent._default_save_location =\
2789	self._default_save_location
2790
2791	basename = os.path.basename(path)
2792	values, weights = self.read_file(path)
2793
2794	# If any of the two arrays is empty, notify the user that we won't
2795	# proceed
2796	if len(self.param_toFit) > 0:
2797	if name in self.param_toFit:
2798	self.param_toFit.remove(name)
2799
2800	# Tell the user that we are about to apply the distribution
2801	msg = "Applying loaded %s distribution: %s" % (name, path)
2802	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2803	self._set_array_disp_model(name=name, disp=disp,
2804	values=values, weights=weights)
2805	return basename
2806
2807	def _set_array_disp_model(self, name=None, disp=None,
2808	values=[], weights=[]):
2809	"""
2810	Set array dispersion model
2811
2812	:param name: name of the parameter for the dispersion to be set
2813	:param disp: the polydisperion object
2814	"""
2815	disp.set_weights(values, weights)
2816	self._disp_obj_dict[name] = disp
2817	self.model.set_dispersion(name.split('.')[0], disp)
2818	self.state._disp_obj_dict[name] = disp
2819	self.values[name] = values
2820	self.weights[name] = weights
2821	# Store the object to make it persist outside the
2822	# scope of this method
2823	#TODO: refactor model to clean this up?
2824	self.state.values = {}
2825	self.state.weights = {}
2826	self.state.values = copy.deepcopy(self.values)
2827	self.state.weights = copy.deepcopy(self.weights)
2828
2829	# Set the new model as the dispersion object for the
2830	#selected parameter
2831	#self.model.set_dispersion(p, disp_model)
2832	# Store a reference to the weights in the model object
2833	#so that
2834	# it's not lost when we use the model within another thread.
2835	self.state.model = self.model.clone()
2836	self.model._persistency_dict[name.split('.')[0]] = \
2837	[values, weights]
2838	self.state.model._persistency_dict[name.split('.')[0]] = \
2839	[values, weights]
2840
2841	def _del_array_values(self, name=None):
2842	"""
2843	Reset array dispersion
2844
2845	:param name: name of the parameter for the dispersion to be set
2846	"""
2847	# Try to delete values and weight of the names array dic if exists
2848	try:
2849	del self.values[name]
2850	del self.weights[name]
2851	# delete all other dic
2852	del self.state.values[name]
2853	del self.state.weights[name]
2854	del self.model._persistency_dict[name.split('.')[0]]
2855	del self.state.model._persistency_dict[name.split('.')[0]]
2856	except:
2857	pass
2858
2859	def _lay_out(self):
2860	"""
2861	returns self.Layout
2862
2863	:Note: Mac seems to like this better when self.
2864	Layout is called after fitting.
2865	"""
2866	self._sleep4sec()
2867	self.Layout()
2868	return
2869
2870	def _sleep4sec(self):
2871	"""
2872	sleep for 1 sec only applied on Mac
2873	Note: This 1sec helps for Mac not to crash on self.
2874	Layout after self._draw_model
2875	"""
2876	if ON_MAC == True:
2877	time.sleep(1)
2878
2879	def _find_polyfunc_selection(self, disp_func=None):
2880	"""
2881	FInd Comboox selection from disp_func
2882
2883	:param disp_function: dispersion distr. function
2884	"""
2885	# List of the poly_model name in the combobox
2886	list = ["RectangleDispersion", "ArrayDispersion",
2887	"LogNormalDispersion", "GaussianDispersion",
2888	"SchulzDispersion"]
2889
2890	# Find the selection
2891	try:
2892	selection = list.index(disp_func.__class__.__name__)
2893	return selection
2894	except:
2895	return 3
2896
2897	def on_reset_clicked(self, event):
2898	"""
2899	On 'Reset' button for Q range clicked
2900	"""
2901	flag = True
2902	##For 3 different cases: Data2D, Data1D, and theory
2903	if self.model == None:
2904	msg = "Please select a model first..."
2905	wx.MessageBox(msg, 'Info')
2906	flag = False
2907	return
2908
2909	elif self.data.__class__.__name__ == "Data2D":
2910	data_min = 0
2911	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
2912	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
2913	self.qmin_x = data_min
2914	self.qmax_x = math.sqrt(xx + yy)
2915	#self.data.mask = numpy.ones(len(self.data.data),dtype=bool)
2916	# check smearing
2917	if not self.disable_smearer.GetValue():
2918	## set smearing value whether or
2919	# not the data contain the smearing info
2920	if self.pinhole_smearer.GetValue():
2921	flag = self.update_pinhole_smear()
2922	else:
2923	flag = True
2924
2925	elif self.data == None:
2926	self.qmin_x = _QMIN_DEFAULT
2927	self.qmax_x = _QMAX_DEFAULT
2928	self.num_points = _NPTS_DEFAULT
2929	self.state.npts = self.num_points
2930
2931	elif self.data.__class__.__name__ != "Data2D":
2932	self.qmin_x = min(self.data.x)
2933	self.qmax_x = max(self.data.x)
2934	# check smearing
2935	if not self.disable_smearer.GetValue():
2936	## set smearing value whether or
2937	# not the data contain the smearing info
2938	if self.slit_smearer.GetValue():
2939	flag = self.update_slit_smear()
2940	elif self.pinhole_smearer.GetValue():
2941	flag = self.update_pinhole_smear()
2942	else:
2943	flag = True
2944	else:
2945	flag = False
2946
2947	if flag == False:
2948	msg = "Cannot Plot :Must enter a number!!! "
2949	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2950	else:
2951	# set relative text ctrs.
2952	self.qmin.SetValue(str(self.qmin_x))
2953	self.qmax.SetValue(str(self.qmax_x))
2954	self.set_npts2fit()
2955	# At this point, some button and variables satatus (disabled?)
2956	# should be checked such as color that should be reset to
2957	# white in case that it was pink.
2958	self._onparamEnter_helper()
2959
2960	self.save_current_state()
2961	self.state.qmin = self.qmin_x
2962	self.state.qmax = self.qmax_x
2963
2964	#reset the q range values
2965	self._reset_plotting_range(self.state)
2966	self._draw_model()
2967
2968	def select_log(self, event):
2969	"""
2970	Log checked to generate log spaced points for theory model
2971	"""
2972
2973	def get_images(self):
2974	"""
2975	Get the images of the plots corresponding this panel for report
2976
2977	: return graphs: list of figures
2978	: Need Move to guiframe
2979	"""
2980	# set list of graphs
2981	graphs = []
2982	canvases = []
2983	res_item = None
2984	# call gui_manager
2985	gui_manager = self._manager.parent
2986	# loops through the panels [dic]
2987	for _, item2 in gui_manager.plot_panels.iteritems():
2988	data_title = self.data.group_id
2989	# try to get all plots belonging to this control panel
2990	try:
2991	g_id = item2.group_id
2992	if g_id == data_title or \
2993	str(g_id).count("res" + str(self.graph_id)) or \
2994	str(g_id).count(str(self.uid)) > 0:
2995	if str(g_id).count("res" + str(self.graph_id)) > 0:
2996	res_item = [item2.figure, item2.canvas]
2997	else:
2998	# append to the list
2999	graphs.append(item2.figure)
3000	canvases.append(item2.canvas)
3001	except:
3002	# Not for control panels
3003	pass
3004	# Make sure the resduals plot goes to the last
3005	if res_item != None:
3006	graphs.append(res_item[0])
3007	canvases.append(res_item[1])
3008	# return the list of graphs
3009	return graphs, canvases
3010
3011	def on_model_help_clicked(self, event):
3012	"""
3013	on 'More details' button
3014	"""
3015	from sans.perspectives.fitting.help_panel import HelpWindow
3016	from sans.models import get_data_path
3017
3018	# Get models help model_function path
3019	path = get_data_path(media='media')
3020	model_path = os.path.join(path, "model_functions.html")
3021	if self.model == None:
3022	name = 'FuncHelp'
3023	else:
3024	name = self.formfactorbox.GetValue()
3025	frame = HelpWindow(None, -1, pageToOpen=model_path)
3026	# If model name exists and model is not a custom model
3027	#mod_cat = self.categorybox.GetStringSelection()
3028	if frame.rhelp.HasAnchor(name):
3029	frame.Show(True)
3030	frame.rhelp.ScrollToAnchor(name)
3031	else:
3032	if self.model != None:
3033	frame.Destroy()
3034	msg = 'Model description:\n'
3035	if str(self.model.description).rstrip().lstrip() == '':
3036	msg += "Sorry, no information is available for this model."
3037	else:
3038	msg += self.model.description + '\n'
3039	info = "Info"
3040	wx.MessageBox(msg, info)
3041	else:
3042	frame.Show(True)
3043
3044	def _on_mag_help(self, event):
3045	"""
3046	Magnetic angles help panel
3047	"""
3048	from sans.perspectives.fitting.help_panel import HelpWindow
3049	# Get models help model_function path
3050	#import sans.perspectives.fitting as fitmedia
3051	from sans.models import get_data_path
3052
3053	media = get_data_path(media='media')
3054	path = os.path.join(media, "mag_pic.html")
3055	name = "Polar/Magnetic Angles"
3056	frame = HelpWindow(None, -1,
3057	title=' Help: Polarization/Magnetization Angles',
3058	pageToOpen=path, size=(865, 450))
3059	try:
3060	frame.splitter.DetachWindow(frame.lpanel)
3061	# Display only the right side one
3062	frame.lpanel.Hide()
3063	frame.Show(True)
3064	except:
3065	frame.Destroy()
3066	msg = 'Display Error\n'
3067	info = "Info"
3068	wx.MessageBox(msg, info)
3069
3070	def _on_mag_on(self, event):
3071	"""
3072	Magnetic Parameters ON/OFF
3073	"""
3074	button = event.GetEventObject()
3075
3076	if button.GetLabel().count('ON') > 0:
3077	self.magnetic_on = True
3078	button.SetLabel("Magnetic OFF")
3079	m_value = 1.0e-06
3080	for key in self.model.magnetic_params:
3081	if key.count('M0') > 0:
3082	self.model.setParam(key, m_value)
3083	m_value += 0.5e-06
3084	else:
3085	self.magnetic_on = False
3086	button.SetLabel("Magnetic ON")
3087	for key in self.model.magnetic_params:
3088	if key.count('M0') > 0:
3089	#reset mag value to zero fo safety
3090	self.model.setParam(key, 0.0)
3091
3092	self.Show(False)
3093	self.set_model_param_sizer(self.model)
3094	#self._set_sizer_dispersion()
3095	self.state.magnetic_on = self.magnetic_on
3096	self.SetupScrolling()
3097	self.Show(True)
3098
3099	def on_pd_help_clicked(self, event):
3100	"""
3101	Button event for PD help
3102	"""
3103	from help_panel import HelpWindow
3104	import sans.models as models
3105
3106	# Get models help model_function path
3107	path = models.get_data_path(media='media')
3108	pd_path = os.path.join(path, "pd_help.html")
3109
3110	frame = HelpWindow(None, -1, pageToOpen=pd_path)
3111	frame.Show(True)
3112
3113	def on_left_down(self, event):
3114	"""
3115	Get key stroke event
3116	"""
3117	# Figuring out key combo: Cmd for copy, Alt for paste
3118	if event.CmdDown() and event.ShiftDown():
3119	self.get_paste()
3120	elif event.CmdDown():
3121	self.get_copy()
3122	else:
3123	event.Skip()
3124	return
3125	# make event free
3126	event.Skip()
3127
3128	def get_copy(self):
3129	"""
3130	Get copy params to clipboard
3131	"""
3132	content = self.get_copy_params()
3133	flag = self.set_clipboard(content)
3134	self._copy_info(flag)
3135	return flag
3136
3137	def get_copy_params(self):
3138	"""
3139	Get the string copies of the param names and values in the tap
3140	"""
3141	content = 'sansview_parameter_values:'
3142	# Do it if params exist
3143	if self.parameters != []:
3144
3145	# go through the parameters
3146	strings = self._get_copy_helper(self.parameters,
3147	self.orientation_params)
3148	content += strings
3149
3150	# go through the fittables
3151	strings = self._get_copy_helper(self.fittable_param,
3152	self.orientation_params_disp)
3153	content += strings
3154
3155	# go through the fixed params
3156	strings = self._get_copy_helper(self.fixed_param,
3157	self.orientation_params_disp)
3158	content += strings
3159
3160	# go through the str params
3161	strings = self._get_copy_helper(self.str_parameters,
3162	self.orientation_params)
3163	content += strings
3164	return content
3165	else:
3166	return False
3167
3168	def get_copy_excel(self):
3169	"""
3170	Get copy params to clipboard
3171	"""
3172	content = self.get_copy_params_excel()
3173	flag = self.set_clipboard(content)
3174	self._copy_info(flag)
3175	return flag
3176
3177	def get_copy_params_excel(self):
3178	"""
3179	Get the string copies of the param names and values in the tap
3180	"""
3181	content = ''
3182
3183	crlf = chr(13) + chr(10)
3184	tab = chr(9)
3185
3186	# Do it if params exist
3187	if self.parameters != []:
3188
3189	for param in self.parameters:
3190	content += param[1] #parameter name
3191	content += tab
3192	content += param[1]+"_err"
3193	content += tab
3194
3195	content += crlf
3196
3197	#row of values and errors...
3198	for param in self.parameters:
3199	content += param[2].GetValue() #value
3200	content +=tab
3201	content += param[4].GetValue() #error
3202	content +=tab
3203
3204	return content
3205	else:
3206	return False
3207
3208
3209	def get_copy_latex(self):
3210	"""
3211	Get copy params to clipboard
3212	"""
3213	content = self.get_copy_params_latex()
3214	flag = self.set_clipboard(content)
3215	self._copy_info(flag)
3216	return flag
3217
3218	def get_copy_params_latex(self):
3219	"""
3220	Get the string copies of the param names and values in the tap
3221	"""
3222	content = '\\begin{table}'
3223	content += '\\begin{tabular}[h]'
3224
3225	crlf = chr(13) + chr(10)
3226	tab = chr(9)
3227
3228	# Do it if params exist
3229	if self.parameters != []:
3230
3231	content += '{\|'
3232	for param in self.parameters:
3233	content += 'l\|l\|'
3234	content += '}\hline'
3235	content += crlf
3236
3237	for index, param in enumerate(self.parameters):
3238	content += param[1].replace('_','\_') #parameter name
3239	content += ' & '
3240	content += param[1].replace('_','\_')+"\_err"
3241	if index < len(self.parameters)-1:
3242	content += ' & '
3243	content += '\\\\ \\hline'
3244	content += crlf
3245
3246	#row of values and errors...
3247	for index, param in enumerate(self.parameters):
3248	content += param[2].GetValue() #parameter value
3249	content += ' & '
3250	content += param[4].GetValue() #parameter error
3251	if index < len(self.parameters)-1:
3252	content += ' & '
3253	content += '\\\\ \\hline'
3254	content += crlf
3255
3256	content += '\\end{tabular}'
3257	content += '\\end{table}'
3258	return content
3259	else:
3260	return False
3261
3262
3263	def set_clipboard(self, content=None):
3264	"""
3265	Put the string to the clipboard
3266	"""
3267	if not content:
3268	return False
3269	if wx.TheClipboard.Open():
3270	wx.TheClipboard.SetData(wx.TextDataObject(str(content)))
3271	wx.TheClipboard.Close()
3272	return True
3273	return None
3274
3275	def _get_copy_helper(self, param, orient_param):
3276	"""
3277	Helping get value and name of the params
3278
3279	: param param: parameters
3280	: param orient_param = oritational params
3281	: return content: strings [list] [name,value:....]
3282	"""
3283	content = ''
3284	# go through the str params
3285	for item in param:
3286	# copy only the params shown
3287	if not item[2].IsShown():
3288	continue
3289	disfunc = ''
3290	try:
3291	if item[7].__class__.__name__ == 'ComboBox':
3292	disfunc = str(item[7].GetValue())
3293	except:
3294	pass
3295
3296	# 2D
3297	if self.data.__class__.__name__ == "Data2D":
3298	try:
3299	check = item[0].GetValue()
3300	except:
3301	check = None
3302	name = item[1]
3303	value = item[2].GetValue()
3304	# 1D
3305	else:
3306	## for 1D all parameters except orientation
3307	if not item[1] in orient_param:
3308	try:
3309	check = item[0].GetValue()
3310	except:
3311	check = None
3312	name = item[1]
3313	value = item[2].GetValue()
3314
3315	# add to the content
3316	if disfunc != '':
3317
3318	disfunc = ',' + disfunc
3319	# Need to support array func for copy/paste
3320	try:
3321	if disfunc.count('array') > 0:
3322	disfunc += ','
3323	for val in self.values[name]:
3324	disfunc += ' ' + str(val)
3325	disfunc += ','
3326	for weight in self.weights[name]:
3327	disfunc += ' ' + str(weight)
3328	except:
3329	pass
3330	content += name + ',' + str(check) + ',' + value + disfunc + ':'
3331
3332	return content
3333
3334	def get_clipboard(self):
3335	"""
3336	Get strings in the clipboard
3337	"""
3338	text = ""
3339	# Get text from the clip board
3340	if wx.TheClipboard.Open():
3341	if wx.TheClipboard.IsSupported(wx.DataFormat(wx.DF_TEXT)):
3342	data = wx.TextDataObject()
3343	# get wx dataobject
3344	success = wx.TheClipboard.GetData(data)
3345	# get text
3346	if success:
3347	text = data.GetText()
3348	else:
3349	text = ''
3350	# close clipboard
3351	wx.TheClipboard.Close()
3352	return text
3353
3354	def get_paste(self):
3355	"""
3356	Paste params from the clipboard
3357	"""
3358	text = self.get_clipboard()
3359	flag = self.get_paste_params(text)
3360	self._copy_info(flag)
3361	return flag
3362
3363	def get_paste_params(self, text=''):
3364	"""
3365	Get the string copies of the param names and values in the tap
3366	"""
3367	context = {}
3368	# put the text into dictionary
3369	lines = text.split(':')
3370	if lines[0] != 'sansview_parameter_values':
3371	self._copy_info(False)
3372	return False
3373	for line in lines[1:-1]:
3374	if len(line) != 0:
3375	item = line.split(',')
3376	check = item[1]
3377	name = item[0]
3378	value = item[2]
3379	# Transfer the text to content[dictionary]
3380	context[name] = [check, value]
3381	# ToDo: PlugIn this poly disp function for pasting
3382	try:
3383	poly_func = item[3]
3384	context[name].append(poly_func)
3385	try:
3386	# take the vals and weights for array
3387	array_values = item[4].split(' ')
3388	array_weights = item[5].split(' ')
3389	val = [float(a_val) for a_val in array_values[1:]]
3390	weit = [float(a_weit) for a_weit in array_weights[1:]]
3391
3392	context[name].append(val)
3393	context[name].append(weit)
3394	except:
3395	raise
3396	except:
3397	poly_func = ''
3398	context[name].append(poly_func)
3399
3400	# Do it if params exist
3401	if self.parameters != []:
3402	# go through the parameters
3403	self._get_paste_helper(self.parameters,
3404	self.orientation_params, context)
3405
3406	# go through the fittables
3407	self._get_paste_helper(self.fittable_param,
3408	self.orientation_params_disp,
3409	context)
3410
3411	# go through the fixed params
3412	self._get_paste_helper(self.fixed_param,
3413	self.orientation_params_disp, context)
3414
3415	# go through the str params
3416	self._get_paste_helper(self.str_parameters,
3417	self.orientation_params, context)
3418
3419	return True
3420	return None
3421
3422	def _get_paste_helper(self, param, orient_param, content):
3423	"""
3424	Helping set values of the params
3425
3426	: param param: parameters
3427	: param orient_param: oritational params
3428	: param content: dictionary [ name, value: name1.value1,...]
3429	"""
3430	# go through the str params
3431	for item in param:
3432	# 2D
3433	if self.data.__class__.__name__ == "Data2D":
3434	name = item[1]
3435	if name in content.keys():
3436	check = content[name][0]
3437	pd = content[name][1]
3438	if name.count('.') > 0:
3439	try:
3440	float(pd)
3441	except:
3442	#continue
3443	if not pd and pd != '':
3444	continue
3445	item[2].SetValue(str(pd))
3446	if item in self.fixed_param and pd == '':
3447	# Only array func has pd == '' case.
3448	item[2].Enable(False)
3449	if item[2].__class__.__name__ == "ComboBox":
3450	if content[name][1] in self.model.fun_list:
3451	fun_val = self.model.fun_list[content[name][1]]
3452	self.model.setParam(name, fun_val)
3453
3454	value = content[name][1:]
3455	self._paste_poly_help(item, value)
3456	if check == 'True':
3457	is_true = True
3458	elif check == 'False':
3459	is_true = False
3460	else:
3461	is_true = None
3462	if is_true != None:
3463	item[0].SetValue(is_true)
3464	# 1D
3465	else:
3466	## for 1D all parameters except orientation
3467	if not item[1] in orient_param:
3468	name = item[1]
3469	if name in content.keys():
3470	check = content[name][0]
3471	# Avoid changing combox content
3472	value = content[name][1:]
3473	pd = value[0]
3474	if name.count('.') > 0:
3475	try:
3476	pd = float(pd)
3477	except:
3478	#continue
3479	if not pd and pd != '':
3480	continue
3481	item[2].SetValue(str(pd))
3482	if item in self.fixed_param and pd == '':
3483	# Only array func has pd == '' case.
3484	item[2].Enable(False)
3485	if item[2].__class__.__name__ == "ComboBox":
3486	if value[0] in self.model.fun_list:
3487	fun_val = self.model.fun_list[value[0]]
3488	self.model.setParam(name, fun_val)
3489	# save state
3490	self._paste_poly_help(item, value)
3491	if check == 'True':
3492	is_true = True
3493	elif check == 'False':
3494	is_true = False
3495	else:
3496	is_true = None
3497	if is_true != None:
3498	item[0].SetValue(is_true)
3499
3500	def _paste_poly_help(self, item, value):
3501	"""
3502	Helps get paste for poly function
3503
3504	:param item: Gui param items
3505	:param value: the values for parameter ctrols
3506	"""
3507	is_array = False
3508	if len(value[1]) > 0:
3509	# Only for dispersion func.s
3510	try:
3511	item[7].SetValue(value[1])
3512	selection = item[7].GetCurrentSelection()
3513	name = item[7].Name
3514	param_name = name.split('.')[0]
3515	dispersity = item[7].GetClientData(selection)
3516	disp_model = dispersity()
3517	# Only for array disp
3518	try:
3519	pd_vals = numpy.array(value[2])
3520	pd_weights = numpy.array(value[3])
3521	if len(pd_vals) > 0 and len(pd_vals) > 0:
3522	if len(pd_vals) == len(pd_weights):
3523	self._set_disp_array_cb(item=item)
3524	self._set_array_disp_model(name=name,
3525	disp=disp_model,
3526	values=pd_vals,
3527	weights=pd_weights)
3528	is_array = True
3529	except:
3530	pass
3531	if not is_array:
3532	self._disp_obj_dict[name] = disp_model
3533	self.model.set_dispersion(name,
3534	disp_model)
3535	self.state._disp_obj_dict[name] = \
3536	disp_model
3537	self.model.set_dispersion(param_name, disp_model)
3538	self.state.values = self.values
3539	self.state.weights = self.weights
3540	self.model._persistency_dict[param_name] = \
3541	[self.state.values,
3542	self.state.weights]
3543
3544	except:
3545	print "Error in BasePage._paste_poly_help: %s" % sys.exc_value
3546
3547	def _set_disp_array_cb(self, item):
3548	"""
3549	Set cb for array disp
3550	"""
3551	item[0].SetValue(False)
3552	item[0].Enable(False)
3553	item[2].Enable(False)
3554	item[3].Show(False)
3555	item[4].Show(False)
3556	item[5].SetValue('')
3557	item[5].Enable(False)
3558	item[6].SetValue('')
3559	item[6].Enable(False)
3560
3561	def update_pinhole_smear(self):
3562	"""
3563	Method to be called by sub-classes
3564	Moveit; This method doesn't belong here
3565	"""
3566	print "BasicPage.update_pinhole_smear was called: skipping"
3567	return
3568
3569
3570
3571
3572	def _read_category_info(self):
3573	"""
3574	Reads the categories in from file
3575	"""
3576
3577	# # ILL mod starts here - July 2012 kieranrcampbell@gmail.com
3578	self.master_category_dict = defaultdict(list)
3579	self.by_model_dict = defaultdict(list)
3580	self.model_enabled_dict = defaultdict(bool)
3581
3582	try:
3583	categorization_file = CategoryInstaller.get_user_file()
3584	if not os.path.isfile(categorization_file):
3585	categorization_file = CategoryInstaller.get_default_file()
3586	cat_file = open(categorization_file, 'rb')
3587	self.master_category_dict = json.load(cat_file)
3588	self._regenerate_model_dict()
3589	cat_file.close()
3590
3591	except IOError:
3592	raise
3593	print 'Problem reading in category file.'
3594	print 'We even looked for it, made sure it was there.'
3595	print 'An existential crisis if there ever was one.'
3596
3597	def _regenerate_model_dict(self):
3598	"""
3599	regenerates self.by_model_dict which has each model name as the
3600	key and the list of categories belonging to that model
3601	along with the enabled mapping
3602	"""
3603
3604	self.by_model_dict = defaultdict(list)
3605	for category in self.master_category_dict:
3606	for (model, enabled) in self.master_category_dict[category]:
3607	self.by_model_dict[model].append(category)
3608	self.model_enabled_dict[model] = enabled
3609
3610	def _populate_listbox(self):
3611	"""
3612	fills out the category list box
3613	"""
3614	uncat_str = 'Customized Models'
3615	self._read_category_info()
3616
3617	self.categorybox.Clear()
3618	cat_list = sorted(self.master_category_dict.keys())
3619	if not uncat_str in cat_list:
3620	cat_list.append(uncat_str)
3621
3622	for category in cat_list:
3623	if category != '':
3624	self.categorybox.Append(category)
3625
3626	if self.categorybox.GetSelection() == wx.NOT_FOUND:
3627	self.categorybox.SetSelection(0)
3628	else:
3629	self.categorybox.SetSelection( \
3630	self.categorybox.GetSelection())
3631
3632	#self._on_change_cat(None)
3633
3634
3635	def _on_change_cat(self, event):
3636	"""
3637	Callback for category change action
3638	"""
3639	self.model_name = None
3640	category = self.categorybox.GetStringSelection()
3641	if category == None:
3642	return
3643	self.model_box.Clear()
3644
3645	if category == 'Customized Models':
3646	for model in self.model_list_box[category]:
3647	str_m = str(model).split(".")[0]
3648	self.model_box.Append(str_m)
3649
3650	else:
3651	for (model,enabled) in sorted(self.master_category_dict[category],
3652	key = lambda name: name[0]):
3653	if(enabled):
3654	self.model_box.Append(model)
3655
3656
3657
3658
3659	def _fill_model_sizer(self, sizer):
3660	"""
3661	fill sizer containing model info
3662	"""
3663	##Add model function Details button in fitpanel.
3664	##The following 3 lines are for Mac. Let JHC know before modifying...
3665	title = "Model"
3666	self.formfactorbox = None
3667	self.multifactorbox = None
3668	self.mbox_description = wx.StaticBox(self, -1, str(title))
3669	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
3670	sizer_cat = wx.BoxSizer(wx.HORIZONTAL)
3671	self.mbox_description.SetForegroundColour(wx.RED)
3672	id = wx.NewId()
3673	self.model_help = wx.Button(self, id, 'Details', size=(80, 23))
3674	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked, id=id)
3675	self.model_help.SetToolTipString("Model Function Help")
3676	id = wx.NewId()
3677	self.model_view = wx.Button(self, id, "Show 2D", size=(80, 23))
3678	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=id)
3679	hint = "toggle view of model from 1D to 2D or 2D to 1D"
3680	self.model_view.SetToolTipString(hint)
3681
3682	cat_set_box = wx.StaticBox(self, -1, 'Category')
3683	sizer_cat_box = wx.StaticBoxSizer(cat_set_box, wx.HORIZONTAL)
3684	sizer_cat_box.SetMinSize((200, 50))
3685	self.categorybox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3686	self.categorybox.SetToolTip( wx.ToolTip("Select a Category/Type") )
3687	self._populate_listbox()
3688	wx.EVT_COMBOBOX(self.categorybox, -1, self._show_combox)
3689	#self.shape_rbutton = wx.RadioButton(self, -1, 'Shapes',
3690	# style=wx.RB_GROUP)
3691	#self.shape_indep_rbutton = wx.RadioButton(self, -1,
3692	# "Shape-Independent")
3693	#self.struct_rbutton = wx.RadioButton(self, -1, "Structure Factor ")
3694	#self.plugin_rbutton = wx.RadioButton(self, -1, "Uncategorized")
3695
3696	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3697	# id=self.shape_rbutton.GetId())
3698	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3699	# id=self.shape_indep_rbutton.GetId())
3700	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3701	# id=self.struct_rbutton.GetId())
3702	#self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
3703	# id=self.plugin_rbutton.GetId())
3704	#MAC needs SetValue
3705
3706	show_cat_button = wx.Button(self, -1, "Modify")
3707	cat_tip = "Modify model categories \n"
3708	cat_tip += "(also accessible from the menu bar)."
3709	show_cat_button.SetToolTip( wx.ToolTip(cat_tip) )
3710	show_cat_button.Bind(wx.EVT_BUTTON, self._on_modify_cat)
3711	sizer_cat_box.Add(self.categorybox, 1, wx.RIGHT, 3)
3712	sizer_cat_box.Add((10,10))
3713	sizer_cat_box.Add(show_cat_button)
3714	#self.shape_rbutton.SetValue(True)
3715
3716	sizer_radiobutton = wx.GridSizer(2, 2, 5, 5)
3717
3718	#sizer_radiobutton.Add(self.shape_rbutton)
3719	#sizer_radiobutton.Add(self.shape_indep_rbutton)
3720	sizer_radiobutton.Add((5,5))
3721	sizer_radiobutton.Add(self.model_view, 1, wx.RIGHT, 15)
3722	#sizer_radiobutton.Add(self.plugin_rbutton)
3723	#sizer_radiobutton.Add(self.struct_rbutton)
3724	sizer_radiobutton.Add((5,5))
3725	sizer_radiobutton.Add(self.model_help, 1, wx.RIGHT, 15)
3726	sizer_cat.Add(sizer_cat_box, 1, wx.LEFT, 2.5)
3727	sizer_cat.Add(sizer_radiobutton)
3728	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
3729	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
3730
3731	self.text1 = wx.StaticText(self, -1, "")
3732	self.text2 = wx.StaticText(self, -1, "P(Q)*S(Q)")
3733	self.mutifactor_text = wx.StaticText(self, -1, "No. of Shells: ")
3734	self.mutifactor_text1 = wx.StaticText(self, -1, "")
3735	self.show_sld_button = wx.Button(self, -1, "Show SLD Profile")
3736	self.show_sld_button.Bind(wx.EVT_BUTTON, self._on_show_sld)
3737
3738	self.formfactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3739	self.formfactorbox.SetToolTip( wx.ToolTip("Select a Model") )
3740	if self.model != None:
3741	self.formfactorbox.SetValue(self.model.name)
3742	self.structurebox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3743	self.multifactorbox = wx.ComboBox(self, -1, style=wx.CB_READONLY)
3744	self.initialize_combox()
3745	wx.EVT_COMBOBOX(self.formfactorbox, -1, self._on_select_model)
3746
3747	wx.EVT_COMBOBOX(self.structurebox, -1, self._on_select_model)
3748	wx.EVT_COMBOBOX(self.multifactorbox, -1, self._on_select_model)
3749	## check model type to show sizer
3750	if self.model != None:
3751	print "_set_model_sizer_selection: disabled."
3752	#self._set_model_sizer_selection(self.model)
3753
3754	sizer_selection.Add(self.text1)
3755	sizer_selection.Add((10, 5))
3756	sizer_selection.Add(self.formfactorbox)
3757	sizer_selection.Add((5, 5))
3758	sizer_selection.Add(self.text2)
3759	sizer_selection.Add((5, 5))
3760	sizer_selection.Add(self.structurebox)
3761
3762	mutifactor_selection.Add((13, 5))
3763	mutifactor_selection.Add(self.mutifactor_text)
3764	mutifactor_selection.Add(self.multifactorbox)
3765	mutifactor_selection.Add((5, 5))
3766	mutifactor_selection.Add(self.mutifactor_text1)
3767	mutifactor_selection.Add((10, 5))
3768	mutifactor_selection.Add(self.show_sld_button)
3769
3770	boxsizer1.Add(sizer_cat)
3771	boxsizer1.Add((10, 10))
3772	boxsizer1.Add(sizer_selection)
3773	boxsizer1.Add((10, 10))
3774	boxsizer1.Add(mutifactor_selection)
3775
3776	self._set_multfactor_combobox()
3777	self.multifactorbox.SetSelection(1)
3778	self.show_sld_button.Hide()
3779	sizer.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
3780	sizer.Layout()
3781
3782	def on_smear_helper(self, update=False):
3783	"""
3784	Help for onSmear if implemented
3785
3786	:param update: force or not to update
3787	"""
3788	def reset_page(self, state, first=False):
3789	"""
3790	reset the state if implemented
3791	"""
3792	def onSmear(self, event):
3793	"""
3794	Create a smear object if implemented
3795	"""
3796	def onPinholeSmear(self, event):
3797	"""
3798	Create a custom pinhole smear object if implemented
3799	"""
3800	def onSlitSmear(self, event):
3801	"""
3802	Create a custom slit smear object if implemented
3803	"""
3804	def update_slit_smear(self):
3805	"""
3806	called by kill_focus on pinhole TextCntrl
3807	to update the changes if implemented
3808	"""
3809	def select_param(self, event):
3810	"""
3811	Select TextCtrl checked if implemented
3812	"""
3813	def set_data(self, data=None):
3814	"""
3815	Sets data if implemented
3816	"""
3817	def _is_2D(self):
3818	"""
3819	Check if data_name is Data2D if implemented
3820	"""
3821	def _on_select_model(self, event=None):
3822	"""
3823	call back for model selection if implemented
3824	"""
3825	def select_all_param(self, event):
3826	"""
3827	set to true or false all checkBox if implemented
3828	"""
3829	def get_weight_flag(self):
3830	"""
3831	Get flag corresponding to a given weighting dI data if implemented
3832	"""
3833	def _set_sizer_dispersion(self):
3834	"""
3835	draw sizer for dispersity if implemented
3836	"""
3837	def get_all_checked_params(self):
3838	"""
3839	Found all parameters current check and add them to list of parameters
3840	to fit if implemented
3841	"""
3842	def set_npts2fit(self):
3843	"""
3844	setValue Npts for fitting if implemented
3845	"""
3846	def _onModel2D(self, event):
3847	"""
3848	toggle view of model from 1D to 2D or 2D from 1D if implemented
3849	"""

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SasView

source: sasview/src/sans/perspectives/fitting/basepage.py @ 18c8c3d

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