fitpage.py @ 9e308a3

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalcmagnetic_scattrelease-4.2.2ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since 9e308a3 was 9706d88, checked in by Paul Kienzle <pkienzle@…>, 7 years ago
merge fixups
Property mode set to `100644`
File size: 126.6 KB

Line
1	"""
2	FitPanel class contains fields allowing to display results when
3	fitting a model and one data
4	"""
5	import sys
6	import wx
7	import wx.lib.newevent
8	import numpy as np
9	import copy
10	import math
11	import time
12	import traceback
13
14	from sasmodels.weights import MODELS as POLYDISPERSITY_MODELS
15
16	from sas.sascalc.fit.qsmearing import smear_selection
17
18	from sas.sasgui.guiframe.events import StatusEvent, NewPlotEvent, \
19	PlotQrangeEvent
20	from sas.sasgui.guiframe.dataFitting import check_data_validity
21	from sas.sasgui.guiframe.utils import format_number, check_float
22	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
23
24	from sas.sasgui.perspectives.fitting.basepage import BasicPage as BasicPage
25	from sas.sasgui.perspectives.fitting.basepage import PageInfoEvent as \
26	PageInfoEvent
27	from .basepage import ModelTextCtrl
28
29	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
30	_BOX_WIDTH = 76
31	_DATA_BOX_WIDTH = 300
32	SMEAR_SIZE_H = 0.00
33	CUSTOM_MODEL = 'Plugin Models'
34
35	class FitPage(BasicPage):
36	"""
37	FitPanel class contains fields allowing to display results when
38	fitting a model and one data
39
40	:note: For Fit to be performed the user should check at least one parameter
41	on fit Panel window.
42	"""
43
44	def __init__(self, parent, color=None):
45	"""
46	Initialization of the Panel
47	"""
48	BasicPage.__init__(self, parent, color=color)
49
50	# draw sizer
51	self._fill_data_sizer()
52	self.is_2D = None
53	self.fit_started = False
54	self.weightbt_string = None
55	self.m_name = None
56	# get smear info from data
57	self._get_smear_info()
58	self._fill_model_sizer(self.sizer1)
59	self._get_defult_custom_smear()
60	self._fill_range_sizer()
61	self._set_smear(self.data)
62	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
63	# bind key event
64	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
65	self._set_bookmark_flag(False)
66	self._set_save_flag(False)
67	self._set_preview_flag(False)
68	self._set_copy_flag(False)
69	self._set_paste_flag(False)
70	self.btFit.SetFocus()
71	self.enable_fit_button()
72	self.fill_data_combobox(data_list=self.data_list)
73	# create a default data for an empty panel
74	self.create_default_data()
75	self._manager.frame.Bind(wx.EVT_SET_FOCUS, self.on_set_focus)
76
77	def enable_fit_button(self):
78	"""
79	Enable fit button if data is valid and model is valid
80	"""
81	flag = check_data_validity(self.data) & (self.model is not None)
82	self.btFit.Enable(flag)
83
84	def on_set_focus(self, event):
85	"""
86	Override the basepage focus method to ensure the save flag is set
87	properly when focusing on the fit page.
88	"""
89	flag = check_data_validity(self.data) & (self.model is not None)
90	self._set_save_flag(flag)
91	self.parent.on_set_focus(event)
92	self.on_tap_focus()
93
94	def _fill_data_sizer(self):
95	"""
96	fill sizer 0 with data info
97	"""
98	self.data_box_description = wx.StaticBox(self, wx.ID_ANY,
99	'I(q) Data Source')
100	if check_data_validity(self.data):
101	dname_color = wx.BLUE
102	else:
103	dname_color = wx.RED
104	self.data_box_description.SetForegroundColour(dname_color)
105	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
106	# ----------------------------------------------------------
107	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
108	self.dataSource = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
109	wx.EVT_COMBOBOX(self.dataSource, wx.ID_ANY, self.on_select_data)
110	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
111	sizer_data.Add(wx.StaticText(self, wx.ID_ANY, 'Name : '))
112	sizer_data.Add(self.dataSource)
113	sizer_data.Add((0, 5))
114	boxsizer1.Add(sizer_data, 0, wx.ALL, 10)
115	self.sizer0.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
116	self.sizer0.Layout()
117
118	def enable_datasource(self):
119	"""
120	Enable or disable data source control depending on existing data
121	"""
122	if not self.data_list:
123	self.dataSource.Disable()
124	else:
125	self.dataSource.Enable()
126
127	def fill_data_combobox(self, data_list):
128	"""
129	Get a list of data and fill the corresponding combobox
130	"""
131	self.dataSource.Clear()
132	self.data_list = data_list
133	self.enable_datasource()
134	if len(data_list) > 0:
135	# find the maximum range covering all data
136	qmin, qmax, npts = self.compute_data_set_range(data_list)
137	self.qmin_data_set = qmin
138	self.qmax_data_set = qmax
139	self.npts_data_set = npts
140
141	self.qmin.SetValue(str(self.qmin_data_set))
142	self.qmax.SetValue(str(self.qmax_data_set))
143	self.qmin.SetBackgroundColour("white")
144	self.qmax.SetBackgroundColour("white")
145	self.qmin_x = self.qmin_data_set
146	self.qmax_x = self.qmax_data_set
147	self.state.qmin = self.qmin_x
148	self.state.qmax = self.qmax_x
149	is_data = False
150	for data in self.data_list:
151	if data is not None:
152	self.dataSource.Append(str(data.name), clientData=data)
153	if not is_data:
154	is_data = check_data_validity(data)
155	if is_data:
156	self.dataSource.SetSelection(0)
157	self.on_select_data(event=None)
158
159	if len(data_list) == 1:
160	self.dataSource.Disable()
161
162	def on_select_data(self, event=None):
163	"""
164	On_select_data
165	"""
166	if self.dataSource.GetCount() > 0:
167	pos = self.dataSource.GetSelection() if event is not None else 0
168	data = self.dataSource.GetClientData(pos)
169	self.set_data(data)
170
171	def _on_fit_complete(self):
172	"""
173	When fit is complete ,reset the fit button label.
174	"""
175	self.fit_started = False
176	self.set_fitbutton()
177
178	def _is_2D(self):
179	"""
180	Check if data_name is Data2D
181
182	:return: True or False
183	"""
184	if self.data.__class__.__name__ == "Data2D" or \
185	self.enable2D:
186	return True
187	return False
188
189	def _fill_range_sizer(self):
190	"""
191	Fill the Fitting sizer on the fit panel which contains: the smearing
192	information (dq), the weighting information (dI or other), the plotting
193	range, access to the 2D mask editor, the compute, fit, and help
194	buttons, xi^2, number of points etc.
195	"""
196	is_2d_data = False
197
198	# Check if data is 2D
199	if self.data.__class__.__name__ == "Data2D" or \
200	self.enable2D:
201	is_2d_data = True
202
203	title = "Fitting"
204	# smear messages & titles
205	smear_message_none = "No smearing is selected..."
206	smear_message_dqdata = "The dQ data is being used for smearing..."
207	smear_message_2d = \
208	"Higher accuracy is very time-expensive. Use it with care..."
209	smear_message_new_ssmear = \
210	"Please enter only the value of interest to customize smearing..."
211	smear_message_new_psmear = \
212	"Please enter a fixed percentage to be applied to all Q values..."
213	smear_message_2d_x_title = "<dQp>[1/A]:"
214	smear_message_2d_y_title = "<dQs>[1/A]:"
215	smear_message_pinhole_percent_title = "dQ[%]:"
216	smear_message_slit_height_title = "Slit height[1/A]:"
217	smear_message_slit_width_title = "Slit width[1/A]:"
218
219	self._get_smear_info()
220
221	# Sizers
222	box_description_range = wx.StaticBox(self, wx.ID_ANY, str(title))
223	box_description_range.SetForegroundColour(wx.BLUE)
224	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
225	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
226	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
227	self.sizer_new_smear = wx.BoxSizer(wx.HORIZONTAL)
228	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
229	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
230	smear_set_box = wx.StaticBox(self, wx.ID_ANY,
231	'Set Instrumental Smearing')
232	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
233	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
234
235	weighting_set_box = wx.StaticBox(self, wx.ID_ANY,
236	'Set Weighting by Selecting dI Source')
237	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
238	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
239	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
240	# Filling the sizer containing weighting info.
241	self.dI_noweight = wx.RadioButton(self, wx.ID_ANY,
242	'No Weighting', style=wx.RB_GROUP)
243	self.dI_didata = wx.RadioButton(self, wx.ID_ANY, 'Use dI Data')
244	self.dI_sqrdata = wx.RadioButton(self, wx.ID_ANY, 'Use \|sqrt(I Data)\|')
245	self.dI_idata = wx.RadioButton(self, wx.ID_ANY, 'Use \|I Data\|')
246	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
247	id=self.dI_noweight.GetId())
248	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
249	id=self.dI_didata.GetId())
250	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
251	id=self.dI_sqrdata.GetId())
252	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
253	id=self.dI_idata.GetId())
254	self.dI_noweight.SetValue(True)
255	# add 4 types of weighting to the sizer
256	sizer_weighting.Add(self.dI_noweight, 0, wx.LEFT, 10)
257	sizer_weighting.Add((14, 10))
258	sizer_weighting.Add(self.dI_didata)
259	sizer_weighting.Add((14, 10))
260	sizer_weighting.Add(self.dI_sqrdata)
261	sizer_weighting.Add((14, 10))
262	sizer_weighting.Add(self.dI_idata)
263	sizer_weighting.Add((10, 10))
264	self.dI_noweight.Enable(True)
265	self.dI_didata.Enable(False)
266	self.dI_sqrdata.Enable(False)
267	self.dI_idata.Enable(False)
268	weighting_box.Add(sizer_weighting)
269
270	# combobox for smear2d accuracy selection
271	self.smear_accuracy = wx.ComboBox(self, wx.ID_ANY,
272	size=(50, -1), style=wx.CB_READONLY)
273	self._set_accuracy_list()
274	self.smear_accuracy.SetValue(self.smear2d_accuracy)
275	self.smear_accuracy.SetSelection(0)
276	self.smear_accuracy.SetToolTipString(
277	"'Higher' uses more Gaussian points for smearing computation.")
278
279	wx.EVT_COMBOBOX(self.smear_accuracy, wx.ID_ANY,
280	self._on_select_accuracy)
281
282	# Fit button
283	self.btFit = wx.Button(self, self._ids.next(), 'Fit')
284	self.default_bt_colour = self.btFit.GetDefaultAttributes()
285	self.btFit.Bind(wx.EVT_BUTTON, self._onFit, id=self.btFit.GetId())
286	self.btFit.SetToolTipString("Start fitting.")
287
288	# General Help button
289	self.btFitHelp = wx.Button(self, wx.ID_ANY, 'Help')
290	self.btFitHelp.SetToolTipString("General fitting help.")
291	self.btFitHelp.Bind(wx.EVT_BUTTON, self._onFitHelp)
292
293	# Resolution Smearing Help button (for now use same technique as
294	# used for dI help to get tiniest possible button that works
295	# both on MAC and PC. Should completely rewrite the fitting sizer
296	# in future. This is minimum to get out release 3.1
297	# comment June 14, 2015 --- PDB
298	if sys.platform.count("win32") > 0:
299	size_q = (20, 15) # on PC
300	else:
301	size_q = (30, 20) # on MAC
302	self.btSmearHelp = wx.Button(self, wx.ID_ANY, '?',
303	style=wx.BU_EXACTFIT, size=size_q)
304	self.btSmearHelp.SetToolTipString("Resolution smearing help.")
305	self.btSmearHelp.Bind(wx.EVT_BUTTON, self._onSmearHelp)
306
307	# textcntrl for custom resolution
308	self.smear_pinhole_percent = ModelTextCtrl(self, wx.ID_ANY,
309	size=(_BOX_WIDTH - 25, 20),
310	style=wx.TE_PROCESS_ENTER,
311	text_enter_callback=
312	self.onPinholeSmear)
313	self.smear_slit_height = ModelTextCtrl(self, wx.ID_ANY,
314	size=(_BOX_WIDTH - 25, 20),
315	style=wx.TE_PROCESS_ENTER,
316	text_enter_callback=self.onSlitSmear)
317	self.smear_slit_width = ModelTextCtrl(self, wx.ID_ANY,
318	size=(_BOX_WIDTH - 25, 20),
319	style=wx.TE_PROCESS_ENTER,
320	text_enter_callback=self.onSlitSmear)
321
322	# smear
323	self.smear_data_left = BGTextCtrl(self, wx.ID_ANY,
324	size=(_BOX_WIDTH - 25, 20), style=0)
325	self.smear_data_left.SetValue(str(self.dq_l))
326	self.smear_data_right = BGTextCtrl(self, wx.ID_ANY,
327	size=(_BOX_WIDTH - 25, 20), style=0)
328	self.smear_data_right.SetValue(str(self.dq_r))
329
330	# set default values for smear
331	self.smear_pinhole_percent.SetValue(str(self.dx_percent))
332	self.smear_slit_height.SetValue(str(self.dxl))
333	self.smear_slit_width.SetValue(str(self.dxw))
334
335	# Filling the sizer containing instruments smearing info.
336	self.disable_smearer = wx.RadioButton(self, wx.ID_ANY,
337	'None', style=wx.RB_GROUP)
338	self.enable_smearer = wx.RadioButton(self, wx.ID_ANY, 'Use dQ Data')
339	# self.enable_smearer.SetToolTipString(
340	# "Click to use the loaded dQ data for smearing.")
341	self.pinhole_smearer = wx.RadioButton(self, wx.ID_ANY,
342	'Custom Pinhole Smear')
343	# self.pinhole_smearer.SetToolTipString
344	# ("Click to input custom resolution for pinhole smearing.")
345	self.slit_smearer = wx.RadioButton(self, wx.ID_ANY, 'Custom Slit Smear')
346	# self.slit_smearer.SetToolTipString
347	# ("Click to input custom resolution for slit smearing.")
348	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
349	id=self.disable_smearer.GetId())
350	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
351	id=self.enable_smearer.GetId())
352	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
353	id=self.pinhole_smearer.GetId())
354	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
355	id=self.slit_smearer.GetId())
356	self.disable_smearer.SetValue(True)
357
358	sizer_smearer.Add(self.disable_smearer, 0, wx.LEFT, 10)
359	sizer_smearer.Add(self.enable_smearer)
360	sizer_smearer.Add(self.pinhole_smearer)
361	sizer_smearer.Add(self.slit_smearer)
362	sizer_smearer.Add(self.btSmearHelp)
363	sizer_smearer.Add((10, 10))
364
365	# StaticText for chi2, N(for fitting), Npts + Log/linear spacing
366	self.tcChi = BGTextCtrl(self, wx.ID_ANY, "-", size=(75, 20), style=0)
367	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
368	self.Npts_fit = BGTextCtrl(self, wx.ID_ANY, "-", size=(75, 20), style=0)
369	self.Npts_fit.SetToolTipString(
370	" Npts : number of points selected for fitting")
371	self.Npts_total = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
372	style=wx.TE_PROCESS_ENTER,
373	text_enter_callback=self._onQrangeEnter)
374	self.Npts_total.SetValue(format_number(self.npts_x))
375	self.Npts_total.SetToolTipString(
376	" Total Npts : total number of data points")
377
378	# Update and Draw button
379	self.draw_button = wx.Button(self, self._ids.next(), 'Compute')
380	self.draw_button.Bind(wx.EVT_BUTTON,
381	self._onDraw, id=self.draw_button.GetId())
382	self.draw_button.SetToolTipString("Compute and Draw.")
383
384	self.points_sizer = wx.BoxSizer(wx.HORIZONTAL)
385	self.pointsbox = wx.CheckBox(self, wx.ID_ANY, 'Log?', (10, 10))
386	self.pointsbox.SetValue(False)
387	self.pointsbox.SetToolTipString("Check mark to use log spaced points")
388	wx.EVT_CHECKBOX(self, self.pointsbox.GetId(), self.select_log)
389
390	self.points_sizer.Add(wx.StaticText(self, wx.ID_ANY, 'Npts '))
391	self.points_sizer.Add(self.pointsbox)
392
393	box_description_1 = wx.StaticText(self, wx.ID_ANY, ' Chi2/Npts')
394	box_description_2 = wx.StaticText(self, wx.ID_ANY, 'Npts(Fit)')
395
396	# StaticText for smear
397	self.smear_description_none = wx.StaticText(self, wx.ID_ANY,
398	smear_message_none, style=wx.ALIGN_LEFT)
399	self.smear_description_dqdata = wx.StaticText(self, wx.ID_ANY,
400	smear_message_dqdata, style=wx.ALIGN_LEFT)
401	self.smear_description_type = wx.StaticText(self, wx.ID_ANY,
402	"Type:", style=wx.ALIGN_LEFT)
403	self.smear_description_accuracy_type = wx.StaticText(self, wx.ID_ANY,
404	"Accuracy:", style=wx.ALIGN_LEFT)
405	self.smear_description_smear_type = BGTextCtrl(self, wx.ID_ANY,
406	size=(57, 20), style=0)
407	self.smear_description_smear_type.SetValue(str(self.dq_l))
408	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
409	self.smear_description_2d = wx.StaticText(self, wx.ID_ANY,
410	smear_message_2d, style=wx.ALIGN_LEFT)
411	self.smear_message_new_s = wx.StaticText(self, wx.ID_ANY,
412	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
413	self.smear_message_new_p = wx.StaticText(self, wx.ID_ANY,
414	smear_message_new_psmear, style=wx.ALIGN_LEFT)
415	self.smear_description_2d_x = wx.StaticText(self, wx.ID_ANY,
416	smear_message_2d_x_title, style=wx.ALIGN_LEFT)
417	self.smear_description_2d_x.SetToolTipString(
418	" dQp(parallel) in q_r direction.")
419	self.smear_description_2d_y = wx.StaticText(self, wx.ID_ANY,
420	smear_message_2d_y_title, style=wx.ALIGN_LEFT)
421	self.smear_description_2d_y.SetToolTipString(
422	" dQs(perpendicular) in q_phi direction.")
423	self.smear_description_pin_percent = wx.StaticText(self, wx.ID_ANY,
424	smear_message_pinhole_percent_title,
425	style=wx.ALIGN_LEFT)
426	self.smear_description_slit_height = wx.StaticText(self, wx.ID_ANY,
427	smear_message_slit_height_title, style=wx.ALIGN_LEFT)
428	self.smear_description_slit_width = wx.StaticText(self, wx.ID_ANY,
429	smear_message_slit_width_title, style=wx.ALIGN_LEFT)
430
431	# arrange sizers
432	self.sizer_set_smearer.Add(sizer_smearer)
433	self.sizer_set_smearer.Add((10, 10))
434	self.sizer_set_smearer.Add(self.smear_description_none,
435	0, wx.CENTER, 10)
436	self.sizer_set_smearer.Add(self.smear_description_dqdata,
437	0, wx.CENTER, 10)
438	self.sizer_set_smearer.Add(self.smear_description_2d,
439	0, wx.CENTER, 10)
440	self.sizer_new_smear.Add(self.smear_description_type,
441	0, wx.CENTER, 10)
442	self.sizer_new_smear.Add(self.smear_description_accuracy_type,
443	0, wx.CENTER, 10)
444	self.sizer_new_smear.Add(self.smear_accuracy)
445	self.sizer_new_smear.Add(self.smear_description_smear_type,
446	0, wx.CENTER, 10)
447	self.sizer_new_smear.Add((15, -1))
448	self.sizer_new_smear.Add(self.smear_description_2d_x, 0, wx.CENTER, 10)
449	self.sizer_new_smear.Add(self.smear_description_slit_height,
450	0, wx.CENTER, 10)
451
452	self.sizer_new_smear.Add(self.smear_slit_height, 0, wx.CENTER, 10)
453	self.sizer_new_smear.Add(self.smear_data_left, 0, wx.CENTER, 10)
454	self.sizer_new_smear.Add((20, -1))
455	self.sizer_new_smear.Add(self.smear_description_2d_y,
456	0, wx.CENTER, 10)
457	self.sizer_new_smear.Add(self.smear_description_pin_percent,
458	0, wx.CENTER, 10)
459	self.sizer_new_smear.Add(self.smear_description_slit_width,
460	0, wx.CENTER, 10)
461
462	self.sizer_new_smear.Add(self.smear_pinhole_percent, 0, wx.CENTER, 10)
463	self.sizer_new_smear.Add(self.smear_slit_width, 0, wx.CENTER, 10)
464	self.sizer_new_smear.Add(self.smear_data_right, 0, wx.CENTER, 10)
465
466	self.sizer_set_smearer.Add(self.smear_message_new_s, 0, wx.CENTER, 10)
467	self.sizer_set_smearer.Add(self.smear_message_new_p, 0, wx.CENTER, 10)
468	self.sizer_set_smearer.Add((5, 2))
469	self.sizer_set_smearer.Add(self.sizer_new_smear, 0, wx.CENTER, 10)
470
471	# add all to chi2 sizer
472	sizer_smearer_box.Add(self.sizer_set_smearer)
473	sizer_chi2.Add(sizer_smearer_box)
474	sizer_chi2.Add((-1, 5))
475	sizer_chi2.Add(weighting_box)
476	sizer_chi2.Add((-1, 5))
477
478	# hide all smear messages and textctrl
479	self._hide_all_smear_info()
480
481	# get smear_selection
482	self.current_smearer = smear_selection(self.data, self.model)
483
484	# Show only the relevant smear messages, etc
485	if self.current_smearer is None:
486	if not is_2d_data:
487	self.smear_description_none.Show(True)
488	self.enable_smearer.Disable()
489	else:
490	self.smear_description_none.Show(True)
491	self.slit_smearer.Disable()
492	if self.data is None:
493	self.slit_smearer.Disable()
494	self.pinhole_smearer.Disable()
495	self.enable_smearer.Disable()
496	else:
497	self._show_smear_sizer()
498	boxsizer_range.Add(self.sizer_set_masking)
499	# 2D data? default
500	is_2d_data = False
501
502	# check if it is 2D data
503	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
504	is_2d_data = True
505
506	self.sizer5.Clear(True)
507
508	self.qmin = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
509	style=wx.TE_PROCESS_ENTER,
510	set_focus_callback=self.qrang_set_focus,
511	text_enter_callback=self._onQrangeEnter,
512	name='qmin')
513	self.qmin.SetValue(str(self.qmin_x))
514	q_tip = "Click outside of the axes\n to remove the lines."
515	qmin_tip = "Minimun value of Q.\n"
516	qmin_tip += q_tip
517	self.qmin.SetToolTipString(qmin_tip)
518
519	self.qmax = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
520	style=wx.TE_PROCESS_ENTER,
521	set_focus_callback=self.qrang_set_focus,
522	text_enter_callback=self._onQrangeEnter,
523	name='qmax')
524	self.qmax.SetValue(str(self.qmax_x))
525	qmax_tip = "Maximum value of Q.\n"
526	qmax_tip += q_tip
527	self.qmax.SetToolTipString(qmax_tip)
528	self.qmin.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
529	self.qmax.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
530	self.qmin.Bind(wx.EVT_KEY_DOWN, self.on_key)
531	self.qmax.Bind(wx.EVT_KEY_DOWN, self.on_key)
532	self.qmin.Bind(wx.EVT_TEXT, self.on_qrange_text)
533	self.qmax.Bind(wx.EVT_TEXT, self.on_qrange_text)
534	wx_id = self._ids.next()
535	self.reset_qrange = wx.Button(self, wx_id, 'Reset')
536
537	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked, id=wx_id)
538	self.reset_qrange.SetToolTipString("Reset Q range to the default")
539
540	sizer = wx.GridSizer(5, 5, 2, 6)
541
542	self.btEditMask = wx.Button(self, self._ids.next(), 'Editor')
543	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,
544	id=self.btEditMask.GetId())
545	self.btEditMask.SetToolTipString("Edit Mask.")
546	self.EditMask_title = wx.StaticText(self, wx.ID_ANY, ' Masking(2D)')
547
548	sizer.Add(wx.StaticText(self, wx.ID_ANY, ' Q range'))
549	sizer.Add(wx.StaticText(self, wx.ID_ANY, ' Min[1/A]'))
550	sizer.Add(wx.StaticText(self, wx.ID_ANY, ' Max[1/A]'))
551	sizer.Add(self.EditMask_title)
552	sizer.Add((-1, 5))
553
554	sizer.Add(self.reset_qrange)
555	sizer.Add(self.qmin)
556	sizer.Add(self.qmax)
557	sizer.Add(self.btEditMask)
558	sizer.Add((-1, 5))
559
560	sizer.AddMany(5*[(-1, 5)])
561
562	sizer.Add(box_description_1, 0, 0)
563	sizer.Add(box_description_2, 0, 0)
564	sizer.Add(self.points_sizer, 0, 0)
565	sizer.Add(self.draw_button, 0, 0)
566	sizer.Add((-1, 5))
567
568	sizer.Add(self.tcChi, 0, 0)
569	sizer.Add(self.Npts_fit, 0, 0)
570	sizer.Add(self.Npts_total, 0, 0)
571	sizer.Add(self.btFit, 0, 0)
572	sizer.Add(self.btFitHelp, 0, 0)
573
574	boxsizer_range.Add(sizer_chi2)
575	boxsizer_range.Add(sizer)
576	if is_2d_data:
577	self.btEditMask.Enable()
578	self.EditMask_title.Enable()
579	else:
580	self.btEditMask.Disable()
581	self.EditMask_title.Disable()
582	# save state
583	self.save_current_state()
584	self.sizer5.Add(boxsizer_range, 0, wx.EXPAND \| wx.ALL, 10)
585	self.sizer5.Layout()
586
587	def _set_sizer_dispersion(self):
588	"""
589	draw sizer with gaussian dispersity parameters
590	"""
591	self.fittable_param = []
592	self.fixed_param = []
593	self.orientation_params_disp = []
594
595	self.sizer4_4.Clear(True)
596	if self.model is None:
597	# no model is selected
598	return
599	if not self.enable_disp.GetValue():
600	# the user didn't select dispersity display
601	return
602
603	self._reset_dispersity()
604
605	# fill a sizer with the combobox to select dispersion type
606	model_disp = wx.StaticText(self, wx.ID_ANY, 'Function')
607	CHECK_STATE = False
608
609	ix = 0
610	iy = 0
611	disp = wx.StaticText(self, wx.ID_ANY, ' ')
612	self.sizer4_4.Add(disp, (iy, ix), (1, 1),
613	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
614	ix += 1
615	values = wx.StaticText(self, wx.ID_ANY, 'PD[ratio]')
616	polytext = "Polydispersity (= STD/mean); "
617	polytext += "the standard deviation over the mean value."
618	values.SetToolTipString(polytext)
619
620	self.sizer4_4.Add(values, (iy, ix), (1, 1),
621	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
622	ix += 2
623	if self.is_mac:
624	err_text = 'Error'
625	else:
626	err_text = ''
627	self.text_disp_1 = wx.StaticText(self, wx.ID_ANY, err_text)
628	self.sizer4_4.Add(self.text_disp_1, (iy, ix), (1, 1),
629	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
630
631	ix += 1
632	self.text_disp_min = wx.StaticText(self, wx.ID_ANY, 'Min')
633	self.sizer4_4.Add(self.text_disp_min, (iy, ix), (1, 1),
634	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
635
636	ix += 1
637	self.text_disp_max = wx.StaticText(self, wx.ID_ANY, 'Max')
638	self.sizer4_4.Add(self.text_disp_max, (iy, ix), (1, 1),
639	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
640
641	ix += 1
642	npts = wx.StaticText(self, wx.ID_ANY, 'Npts')
643	npts.SetToolTipString("Number of sampling points for the numerical\n\
644	integration over the distribution function.")
645	self.sizer4_4.Add(npts, (iy, ix), (1, 1),
646	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
647	ix += 1
648	nsigmas = wx.StaticText(self, wx.ID_ANY, 'Nsigs')
649	nsigmas.SetToolTipString("Number of sigmas between which the range\n\
650	of the distribution function will be used for weighting. \n\
651	The value '3' covers 99.5% for Gaussian distribution \n\
652	function. Note: Not recommended to change this value.")
653	self.sizer4_4.Add(nsigmas, (iy, ix), (1, 1),
654	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
655	ix += 1
656	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
657	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
658
659	self.text_disp_max.Show(True)
660	self.text_disp_min.Show(True)
661
662	for item in self.model.dispersion.keys():
663	if not self.magnetic_on:
664	if item in self.model.magnetic_params:
665	continue
666	if item not in self.model.orientation_params:
667	if item not in self.disp_cb_dict:
668	self.disp_cb_dict[item] = None
669	name0 = "Distribution of " + item
670	name1 = item + ".width"
671	name2 = item + ".npts"
672	name3 = item + ".nsigmas"
673	if name1 not in self.model.details:
674	self.model.details[name1] = ["", None, None]
675
676	iy += 1
677	for p in self.model.dispersion[item].keys():
678
679	if p == "width":
680	ix = 0
681	cb = wx.CheckBox(self, wx.ID_ANY, name0, (10, 10))
682	cb.SetValue(CHECK_STATE)
683	cb.SetToolTipString("Check mark to fit")
684	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
685	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
686	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
687	ix = 1
688	value = self.model.getParam(name1)
689	ctl1 = ModelTextCtrl(self, wx.ID_ANY,
690	size=(_BOX_WIDTH / 1.3, 20),
691	style=wx.TE_PROCESS_ENTER)
692	ctl1.SetLabel('PD[ratio]')
693	poly_text = "Polydispersity (STD/mean) of %s\n" % item
694	poly_text += "STD: the standard deviation"
695	poly_text += " from the mean value."
696	ctl1.SetToolTipString(poly_text)
697	ctl1.SetValue(str(format_number(value, True)))
698	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
699	# text to show error sign
700	ix = 2
701	text2 = wx.StaticText(self, wx.ID_ANY, '+/-')
702	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
703	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
704	if not self.is_mac:
705	text2.Hide()
706
707	ix = 3
708	ctl2 = wx.TextCtrl(self, wx.ID_ANY,
709	size=(_BOX_WIDTH / 1.3, 20),
710	style=0)
711
712	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
713	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
714	if not self.is_mac:
715	ctl2.Hide()
716
717	ix = 4
718	ctl3 = ModelTextCtrl(self, wx.ID_ANY,
719	size=(_BOX_WIDTH / 2, 20),
720	style=wx.TE_PROCESS_ENTER,
721	text_enter_callback=self._onparamRangeEnter)
722
723	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
724	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
725
726	ix = 5
727	ctl4 = ModelTextCtrl(self, wx.ID_ANY,
728	size=(_BOX_WIDTH / 2, 20),
729	style=wx.TE_PROCESS_ENTER,
730	text_enter_callback=self._onparamRangeEnter)
731
732	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
733	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
734
735	ctl3.Show(True)
736	ctl4.Show(True)
737
738	elif p == "npts":
739	ix = 6
740	value = self.model.getParam(name2)
741	Tctl = ModelTextCtrl(self, wx.ID_ANY,
742	size=(_BOX_WIDTH / 2.2, 20),
743	style=wx.TE_PROCESS_ENTER)
744
745	Tctl.SetValue(str(format_number(value)))
746	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
747	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
748	self.fixed_param.append([None, name2, Tctl, None, None,
749	None, None, None])
750	elif p == "nsigmas":
751	ix = 7
752	value = self.model.getParam(name3)
753	Tct2 = ModelTextCtrl(self, wx.ID_ANY,
754	size=(_BOX_WIDTH / 2.2, 20),
755	style=wx.TE_PROCESS_ENTER)
756
757	Tct2.SetValue(str(format_number(value)))
758	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
759	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
760	self.fixed_param.append([None, name3, Tct2,
761	None, None, None,
762	None, None])
763
764	ix = 8
765	disp_box = wx.ComboBox(self, wx.ID_ANY, size=(65, -1),
766	style=wx.CB_READONLY, name='%s' % name1)
767	for key, value in POLYDISPERSITY_MODELS.iteritems():
768	name_disp = str(key)
769	disp_box.Append(name_disp, value)
770	disp_box.SetStringSelection("gaussian")
771	wx.EVT_COMBOBOX(disp_box, wx.ID_ANY, self._on_disp_func)
772	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
773	self.fittable_param.append([cb, name1, ctl1, text2,
774	ctl2, ctl3, ctl4, disp_box])
775
776	ix = 0
777	iy += 1
778	self.sizer4_4.Add((20, 20), (iy, ix), (1, 1),
779	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
780	first_orient = True
781	for item in self.model.dispersion.keys():
782	if not self.magnetic_on:
783	if item in self.model.magnetic_params:
784	continue
785	if item in self.model.orientation_params:
786	if item not in self.disp_cb_dict:
787	self.disp_cb_dict[item] = None
788	name0 = "Distribution of " + item
789	name1 = item + ".width"
790	name2 = item + ".npts"
791	name3 = item + ".nsigmas"
792
793	if name1 not in self.model.details:
794	self.model.details[name1] = ["", None, None]
795
796	iy += 1
797	for p in self.model.dispersion[item].keys():
798
799	if p == "width":
800	ix = 0
801	cb = wx.CheckBox(self, wx.ID_ANY, name0, (10, 10))
802	cb.SetValue(CHECK_STATE)
803	cb.SetToolTipString("Check mark to fit")
804	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
805	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
806	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
807	if self.data.__class__.__name__ == "Data2D" or \
808	self.enable2D:
809	cb.Show(True)
810	elif cb.IsShown():
811	cb.Hide()
812	ix = 1
813	value = self.model.getParam(name1)
814	ctl1 = ModelTextCtrl(self, wx.ID_ANY,
815	size=(_BOX_WIDTH / 1.3, 20),
816	style=wx.TE_PROCESS_ENTER)
817	poly_tip = "Absolute Sigma for %s." % item
818	ctl1.SetToolTipString(poly_tip)
819	ctl1.SetValue(str(format_number(value, True)))
820	if self.data.__class__.__name__ == "Data2D" or \
821	self.enable2D:
822	if first_orient:
823	values.SetLabel('PD[ratio], Sig[deg]')
824	poly_text = "PD(polydispersity for lengths):\n"
825	poly_text += "It should be a value between"
826	poly_text += "0 and 1\n"
827	poly_text += "Sigma for angles: \n"
828	poly_text += "It is the STD (ratio*mean)"
829	poly_text += " of the distribution.\n "
830
831	values.SetToolTipString(poly_text)
832	first_orient = False
833	ctl1.Show(True)
834	elif ctl1.IsShown():
835	ctl1.Hide()
836
837	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
838	# text to show error sign
839	ix = 2
840	text2 = wx.StaticText(self, wx.ID_ANY, '+/-')
841	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
842	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
843
844	text2.Hide()
845
846	ix = 3
847	ctl2 = wx.TextCtrl(self, wx.ID_ANY,
848	size=(_BOX_WIDTH / 1.3, 20),
849	style=0)
850
851	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
852	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
853
854	ctl2.Hide()
855	if self.data.__class__.__name__ == "Data2D" or \
856	self.enable2D:
857	if self.is_mac:
858	text2.Show(True)
859	ctl2.Show(True)
860
861	ix = 4
862	ctl3 = ModelTextCtrl(self, wx.ID_ANY,
863	size=(_BOX_WIDTH / 2, 20),
864	style=wx.TE_PROCESS_ENTER,
865	text_enter_callback=self._onparamRangeEnter)
866
867	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
868	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
869
870	ctl3.Hide()
871
872	ix = 5
873	ctl4 = ModelTextCtrl(self, wx.ID_ANY,
874	size=(_BOX_WIDTH / 2, 20),
875	style=wx.TE_PROCESS_ENTER,
876	text_enter_callback=self._onparamRangeEnter)
877	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
878	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
879	ctl4.Hide()
880
881	if self.data.__class__.__name__ == "Data2D" or \
882	self.enable2D:
883	ctl3.Show(True)
884	ctl4.Show(True)
885
886	elif p == "npts":
887	ix = 6
888	value = self.model.getParam(name2)
889	Tctl = ModelTextCtrl(self, wx.ID_ANY,
890	size=(_BOX_WIDTH / 2.2, 20),
891	style=wx.TE_PROCESS_ENTER)
892
893	Tctl.SetValue(str(format_number(value)))
894	if self.data.__class__.__name__ == "Data2D" or \
895	self.enable2D:
896	Tctl.Show(True)
897	else:
898	Tctl.Hide()
899	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
900	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
901	self.fixed_param.append([None, name2, Tctl, None, None,
902	None, None, None])
903	self.orientation_params_disp.append([None, name2,
904	Tctl, None, None,
905	None, None, None])
906	elif p == "nsigmas":
907	ix = 7
908	value = self.model.getParam(name3)
909	Tct2 = ModelTextCtrl(self, wx.ID_ANY,
910	size=(_BOX_WIDTH / 2.2, 20),
911	style=wx.TE_PROCESS_ENTER)
912
913	Tct2.SetValue(str(format_number(value)))
914	if self.data.__class__.__name__ == "Data2D" or \
915	self.enable2D:
916	Tct2.Show(True)
917	else:
918	Tct2.Hide()
919	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
920	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
921
922	self.fixed_param.append([None, name3, Tct2,
923	None, None, None, None, None])
924
925	self.orientation_params_disp.append([None, name3,
926	Tct2, None, None, None, None, None])
927
928	ix = 8
929	disp_box = wx.ComboBox(self, wx.ID_ANY, size=(65, -1),
930	style=wx.CB_READONLY, name='%s' % name1)
931	for key, value in POLYDISPERSITY_MODELS.iteritems():
932	name_disp = str(key)
933	disp_box.Append(name_disp, value)
934	disp_box.SetStringSelection("gaussian")
935	wx.EVT_COMBOBOX(disp_box, wx.ID_ANY, self._on_disp_func)
936	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
937	self.fittable_param.append([cb, name1, ctl1, text2,
938	ctl2, ctl3, ctl4, disp_box])
939	self.orientation_params_disp.append([cb, name1, ctl1,
940	text2, ctl2, ctl3, ctl4, disp_box])
941
942	if self.data.__class__.__name__ == "Data2D" or \
943	self.enable2D:
944	disp_box.Show(True)
945	else:
946	disp_box.Hide()
947
948	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
949
950	self.state.model = self.model.clone()
951	# save state into
952	self._copy_parameters_state(self.parameters, self.state.parameters)
953	self._copy_parameters_state(self.orientation_params_disp,
954	self.state.orientation_params_disp)
955	self._copy_parameters_state(self.fittable_param,
956	self.state.fittable_param)
957	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
958
959	wx.PostEvent(self.parent,
960	StatusEvent(status=" Selected Distribution: Gaussian"))
961	# Fill the list of fittable parameters
962	self.get_all_checked_params()
963	self.Layout()
964
965	def _onDraw(self, event):
966	"""
967	Update and Draw the model
968	"""
969	if self.model is None:
970	msg = "Please select a Model first..."
971	wx.MessageBox(msg, 'Info')
972	return
973	"""
974	if not self.data.is_data:
975	self.npts_x = self.Npts_total.GetValue()
976	self.Npts_fit.SetValue(self.npts_x)
977	self.create_default_data()
978	"""
979	flag, is_modified = self._update_paramv_on_fit()
980
981	wx.CallAfter(self._onparamEnter_helper, is_modified)
982	if not flag:
983	msg = "The parameters are invalid"
984	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
985	return
986
987	def _onFit(self, event):
988	"""
989	Allow to fit
990	"""
991	if event is not None:
992	event.Skip()
993	if self.fit_started:
994	self._StopFit()
995	self.fit_started = False
996	wx.CallAfter(self.set_fitbutton)
997	return
998
999	if self.data is None:
1000	msg = "Please get Data first..."
1001	wx.MessageBox(msg, 'Info')
1002	wx.PostEvent(self._manager.parent,
1003	StatusEvent(status="Fit: %s" % msg))
1004	return
1005	if self.model is None:
1006	msg = "Please select a Model first..."
1007	wx.MessageBox(msg, 'Info')
1008	wx.PostEvent(self._manager.parent,
1009	StatusEvent(status="Fit: %s" % msg, type="stop"))
1010	return
1011
1012	if len(self.param_toFit) <= 0:
1013	msg = "Select at least one parameter to fit"
1014	wx.MessageBox(msg, 'Info')
1015	wx.PostEvent(self._manager.parent,
1016	StatusEvent(status=msg, type="stop"))
1017	return
1018
1019	flag = self._update_paramv_on_fit()
1020
1021	if self.batch_on and not self._is_2D():
1022	if not self._validate_Npts_1D():
1023	return
1024
1025	if not flag:
1026	msg = "Fitting range or parameters are invalid"
1027	wx.PostEvent(self._manager.parent,
1028	StatusEvent(status=msg, type="stop"))
1029	return
1030
1031	self.select_param()
1032
1033	# Remove or do not allow fitting on the Q=0 point, especially
1034	# when y(q=0)=None at x[0].
1035	self.qmin_x = float(self.qmin.GetValue())
1036	self.qmax_x = float(self.qmax.GetValue())
1037	self._manager._reset_schedule_problem(value=0, uid=self.uid)
1038	self._manager.schedule_for_fit(uid=self.uid, value=1)
1039	self._manager.set_fit_range(uid=self.uid, qmin=self.qmin_x,
1040	qmax=self.qmax_x)
1041
1042	# single fit
1043	# self._manager.onFit(uid=self.uid)
1044	self.fit_started = self._manager.onFit(uid=self.uid)
1045	wx.CallAfter(self.set_fitbutton)
1046
1047	def _onFitHelp(self, event):
1048	"""
1049	Bring up the Full Fitting Documentation whenever the HELP button is
1050	clicked.
1051
1052	Calls DocumentationWindow with the path of the location within the
1053	documentation tree (after /doc/ ....". Note that when using old
1054	versions of Wx (before 2.9) and thus not the release version of
1055	installers, the help comes up at the top level of the file as
1056	web browser does not pass anything past the # to the browser when it is
1057	running "file:///...."
1058
1059	:param evt: Triggers on clicking the help button
1060	"""
1061
1062	_TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
1063	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
1064	"General Fitting Help")
1065
1066	def _onSmearHelp(self, event):
1067	"""
1068	Bring up the instrumental resolution smearing Documentation whenever
1069	the ? button in the smearing box is clicked.
1070
1071	Calls DocumentationWindow with the path of the location within the
1072	documentation tree (after /doc/ ....". Note that when using old
1073	versions of Wx (before 2.9) and thus not the release version of
1074	installers, the help comes up at the top level of the file as
1075	web browser does not pass anything past the # to the browser when it is
1076	running "file:///...."
1077
1078	:param evt: Triggers on clicking the help button
1079	"""
1080
1081	_TreeLocation = "user/sasgui/perspectives/fitting/sm_help.html"
1082	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
1083	"Instrumental Resolution Smearing \
1084	Help")
1085
1086	def set_fitbutton(self):
1087	"""
1088	Set fit button label depending on the fit_started[bool]
1089	"""
1090	# Skip this feature if we are not on Windows
1091	# NOTE: the is_mac data member actually means "is no Windows".
1092	if self.is_mac:
1093	return
1094
1095	if self.fit_started:
1096	label = "Stop"
1097	color = "red"
1098	else:
1099	label = "Fit"
1100	color = "black"
1101	# self.btFit.Enable(False)
1102	self.btFit.SetLabel(label)
1103	self.btFit.SetForegroundColour(color)
1104	self.btFit.Enable(True)
1105
1106	def get_weight_flag(self):
1107	"""
1108	Get flag corresponding to a given weighting dI data.
1109	"""
1110	button_list = [self.dI_noweight,
1111	self.dI_didata,
1112	self.dI_sqrdata,
1113	self.dI_idata]
1114	flag = 1
1115	for item in button_list:
1116	if item.GetValue():
1117	if button_list.index(item) == 0:
1118	flag = 0 # dy = np.ones_like(dy_data)
1119	elif button_list.index(item) == 1:
1120	flag = 1 # dy = dy_data
1121	elif button_list.index(item) == 2:
1122	flag = 2 # dy = np.sqrt(np.abs(data))
1123	elif button_list.index(item) == 3:
1124	flag = 3 # dy = np.abs(data)
1125	break
1126	return flag
1127
1128	def _StopFit(self, event=None):
1129	"""
1130	Stop fit
1131	"""
1132	if event is not None:
1133	event.Skip()
1134	self._manager.stop_fit(self.uid)
1135	self._manager._reset_schedule_problem(value=0)
1136	self._on_fit_complete()
1137
1138	def rename_model(self):
1139	"""
1140	find a short name for model
1141	"""
1142	if self.model is not None:
1143	self.model.name = "M" + str(self.index_model)
1144
1145	def _on_select_model(self, event=None, keep_pars=False):
1146	"""
1147	call back for model selection
1148	"""
1149	self.Show(False)
1150	if event is not None:
1151	control = event.GetEventObject()
1152	if ((control == self.formfactorbox
1153	and self.structurebox.GetLabel() != 'None')
1154	or control == self.structurebox
1155	or control == self.multifactorbox):
1156	keep_pars = True
1157
1158	if keep_pars:
1159	saved_pars = self.get_copy_params()
1160	is_poly_enabled = self.enable_disp.GetValue()
1161	else:
1162	saved_pars = None
1163	is_poly_enabled = None
1164
1165	try:
1166	self._on_select_model_helper()
1167	except Exception as e:
1168	evt = StatusEvent(status=e.message, info="error")
1169	wx.PostEvent(self._manager.parent, evt)
1170	# Set S(Q) to None
1171	self.structurebox.SetSelection(0)
1172	self._on_select_model()
1173	return
1174	self.set_model_param_sizer(self.model)
1175	if self.model is None:
1176	self._set_bookmark_flag(False)
1177	self._keep.Enable(False)
1178	self._set_save_flag(False)
1179	self.enable_disp.SetValue(False)
1180	self.disable_disp.SetValue(True)
1181	# TODO: should not have an untrapped exception when displaying disperser
1182	# TODO: do we need to create the disperser panel on every model change?
1183	# Note: if we fix this, then remove ID_DISPERSER_HELP from basepage
1184	try:
1185	self.set_dispers_sizer()
1186	except Exception:
1187	pass
1188	self.state.enable_disp = self.enable_disp.GetValue()
1189	self.state.disable_disp = self.disable_disp.GetValue()
1190	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
1191	self.state.slit_smearer = self.slit_smearer.GetValue()
1192
1193	self.state.structurecombobox = self.structurebox.GetValue()
1194	self.state.formfactorcombobox = self.formfactorbox.GetValue()
1195	self.state.categorycombobox = self.categorybox.GetValue()
1196	self.enable_fit_button()
1197	if self.model is not None:
1198	self.m_name = self.model.name
1199	self.state.m_name = self.m_name
1200	self.rename_model()
1201	self._set_copy_flag(True)
1202	self._set_paste_flag(True)
1203	if self.data is not None:
1204	is_data = check_data_validity(self.data)
1205	if is_data:
1206	self._set_bookmark_flag(not self.batch_on)
1207	self._keep.Enable(not self.batch_on)
1208	self._set_save_flag(True)
1209	#Setting smearing for cases with and without data.
1210	self._set_smear(self.data)
1211
1212	# more disables for 2D
1213	self._set_smear_buttons()
1214
1215	try:
1216	# update smearer sizer
1217	#This call for smearing set up caused double evaluation of
1218	#I(q) and double compilation as results
1219	#self.onSmear(None)
1220	temp_smear = None
1221	if not self.disable_smearer.GetValue():
1222	# Set the smearer environments
1223	temp_smear = self.current_smearer
1224	except:
1225	raise
1226	# error occured on chisqr computation
1227	# pass
1228	# event to post model to fit to fitting plugins
1229	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
1230
1231	# set smearing value whether or not data contain the smearing info
1232	evt = ModelEventbox(model=self.model,
1233	smearer=temp_smear,
1234	enable_smearer=not self.disable_smearer.GetValue(),
1235	qmin=float(self.qmin_x),
1236	uid=self.uid,
1237	caption=self.window_caption,
1238	qmax=float(self.qmax_x))
1239
1240	self._manager._on_model_panel(evt=evt)
1241	self.mbox_description.SetLabel("Model [ %s ]" %
1242	str(self.model.name))
1243	self.mbox_description.SetForegroundColour(wx.BLUE)
1244	self.state.model = self.model.clone()
1245	self.state.model.name = self.model.name
1246
1247	# when select a model only from guictr/button
1248	if is_poly_enabled is not None:
1249	self.enable_disp.SetValue(is_poly_enabled)
1250	self.disable_disp.SetValue(not is_poly_enabled)
1251	self._set_dipers_Param(event=None)
1252	self.state.enable_disp = self.enable_disp.GetValue()
1253	self.state.disable_disp = self.disable_disp.GetValue()
1254
1255	# Keep the previous param values
1256	if saved_pars:
1257	self.get_paste_params(saved_pars)
1258
1259	if event is not None:
1260	# update list of plugins if new plugin is available
1261	# mod_cat = self.categorybox.GetStringSelection()
1262	# if mod_cat == CUSTOM_MODEL:
1263	# temp = self.parent.update_model_list()
1264	# for v in self.parent.model_dictionary.values():
1265	# if v.id == self.model.id:
1266	# self.model = v()
1267	# break
1268	# if temp:
1269	# self.model_list_box = temp
1270	# current_val = self.formfactorbox.GetLabel()
1271	# pos = self.formfactorbox.GetSelection()
1272	# self._show_combox_helper()
1273	# self.formfactorbox.SetStringSelection(current_val)
1274	# self.formfactorbox.SetValue(current_val)
1275	# post state to fit panel
1276	new_event = PageInfoEvent(page=self)
1277	wx.PostEvent(self.parent, new_event)
1278	wx.CallAfter(self._onDraw, None)
1279
1280	else:
1281	self._draw_model()
1282
1283	if self.batch_on:
1284	self.slit_smearer.Enable(False)
1285	self.pinhole_smearer.Enable(False)
1286	self.btEditMask.Disable()
1287	self.EditMask_title.Disable()
1288
1289	self.Show(True)
1290	self.SetupScrolling()
1291
1292	def _onparamEnter(self, event):
1293	"""
1294	when enter value on panel redraw model according to changed
1295	"""
1296	if self.model is None:
1297	msg = "Please select a Model first..."
1298	wx.MessageBox(msg, 'Info')
1299	return
1300
1301	# default flag
1302	flag = False
1303	self.fitrange = True
1304	# get event object
1305	tcrtl = event.GetEventObject()
1306	# Clear msg if previously shown.
1307	msg = ""
1308	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1309
1310	if check_float(tcrtl):
1311	flag = self._onparamEnter_helper()
1312	self.show_npts2fit()
1313	if self.fitrange:
1314	temp_smearer = None
1315	if not self.disable_smearer.GetValue():
1316	temp_smearer = self.current_smearer
1317	# set smearing value whether or not data contain the
1318	# smearing info
1319	if self.slit_smearer.GetValue():
1320	flag1 = self.update_slit_smear()
1321	flag = flag or flag1
1322	elif self.pinhole_smearer.GetValue():
1323	flag1 = self.update_pinhole_smear()
1324	flag = flag or flag1
1325	elif self.data.__class__.__name__ != "Data2D" and \
1326	not self.enable2D:
1327	enable_smearer = not self.disable_smearer.GetValue()
1328	self._manager.set_smearer(smearer=temp_smearer,
1329	fid=self.data.id,
1330	uid=self.uid,
1331	qmin=float(self.qmin_x),
1332	qmax=float(self.qmax_x),
1333	enable_smearer=enable_smearer)
1334	if flag:
1335	# self.compute_chisqr(smearer= temp_smearer)
1336
1337	# new state posted
1338	if self.state_change:
1339	# self._undo.Enable(True)
1340	event = PageInfoEvent(page=self)
1341	wx.PostEvent(self.parent, event)
1342	self.state_change = False
1343	else:
1344	# invalid fit range: do nothing here:
1345	# msg already displayed in validate
1346	return
1347	else:
1348	self.save_current_state()
1349	msg = "Cannot Plot: Must enter a number!!! "
1350	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1351
1352	self.save_current_state()
1353	return
1354
1355	def _onparamRangeEnter(self, event):
1356	"""
1357	Check validity of value enter in the parameters range field
1358	"""
1359	tcrtl = event.GetEventObject()
1360	# Clear msg if previously shown.
1361	msg = ""
1362	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1363	# Flag to register when a parameter has changed.
1364	is_modified = False
1365	if tcrtl.GetValue().lstrip().rstrip() != "":
1366	try:
1367	tcrtl.SetBackgroundColour(wx.WHITE)
1368	self._check_value_enter(self.fittable_param)
1369	self._check_value_enter(self.parameters)
1370	except:
1371	tcrtl.SetBackgroundColour("pink")
1372	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1373	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1374	return
1375	else:
1376	tcrtl.SetBackgroundColour(wx.WHITE)
1377
1378	# self._undo.Enable(True)
1379	self.save_current_state()
1380	event = PageInfoEvent(page=self)
1381	wx.PostEvent(self.parent, event)
1382	self.state_change = False
1383
1384	def qrang_set_focus(self, event=None):
1385	"""
1386	ON Qrange focus
1387	"""
1388	if event is not None:
1389	event.Skip()
1390	# tcrtl = event.GetEventObject()
1391	self._validate_qrange(self.qmin, self.qmax)
1392
1393	def qrange_click(self, event):
1394	"""
1395	On Qrange textctrl click, make the qrange lines in the plot
1396	"""
1397	if event is not None:
1398	event.Skip()
1399	if self.data.__class__.__name__ == "Data2D":
1400	return
1401	is_click = event.LeftDown()
1402	if is_click:
1403	d_id = self.data.id
1404	d_group_id = self.data.group_id
1405	act_ctrl = event.GetEventObject()
1406	wx.PostEvent(self._manager.parent,
1407	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
1408	group_id=d_group_id, leftdown=is_click,
1409	active=act_ctrl))
1410
1411	def on_qrange_text(self, event):
1412	"""
1413	#On q range value updated. DO not combine with qrange_click().
1414	"""
1415	if event is not None:
1416	event.Skip()
1417	if self.data.__class__.__name__ == "Data2D":
1418	return
1419	act_ctrl = event.GetEventObject()
1420	d_id = self.data.id
1421	d_group_id = self.data.group_id
1422	wx.PostEvent(self._manager.parent,
1423	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
1424	group_id=d_group_id, leftdown=False,
1425	active=act_ctrl))
1426	self._validate_qrange(self.qmin, self.qmax)
1427
1428	def on_key(self, event):
1429	"""
1430	On Key down
1431	"""
1432	event.Skip()
1433	if self.data.__class__.__name__ == "Data2D":
1434	return
1435	ctrl = event.GetEventObject()
1436	try:
1437	x_data = float(ctrl.GetValue())
1438	except:
1439	return
1440	key = event.GetKeyCode()
1441	length = len(self.data.x)
1442	indx = (np.abs(self.data.x - x_data)).argmin()
1443	# return array.flat[idx]
1444	if key == wx.WXK_PAGEUP or key == wx.WXK_NUMPAD_PAGEUP:
1445	indx += 1
1446	if indx >= length:
1447	indx = length - 1
1448	elif key == wx.WXK_PAGEDOWN or key == wx.WXK_NUMPAD_PAGEDOWN:
1449	indx -= 1
1450	if indx < 0:
1451	indx = 0
1452	else:
1453	return
1454	ctrl.SetValue(str(self.data.x[indx]))
1455	self._validate_qrange(self.qmin, self.qmax)
1456
1457	def _onQrangeEnter(self, event):
1458	"""
1459	Check validity of value enter in the Q range field
1460	"""
1461	tcrtl = event.GetEventObject()
1462	# Clear msg if previously shown.
1463	msg = ""
1464	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1465	# For theory mode
1466	if not self.data.is_data:
1467	self.npts_x = self.Npts_total.GetValue()
1468	self.Npts_fit.SetValue(self.npts_x)
1469	self.create_default_data()
1470	# Flag to register when a parameter has changed.
1471	if tcrtl.GetValue().lstrip().rstrip() != "":
1472	try:
1473	tcrtl.SetBackgroundColour(wx.WHITE)
1474	# If qmin and qmax have been modified, update qmin and qmax
1475	if self._validate_qrange(self.qmin, self.qmax):
1476	tempmin = float(self.qmin.GetValue())
1477	if tempmin != self.qmin_x:
1478	self.qmin_x = tempmin
1479	tempmax = float(self.qmax.GetValue())
1480	if tempmax != self.qmax_x:
1481	self.qmax_x = tempmax
1482	else:
1483	tcrtl.SetBackgroundColour("pink")
1484	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1485	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1486	return
1487	except:
1488	tcrtl.SetBackgroundColour("pink")
1489	msg = "Model Error:wrong value entered : %s" % sys.exc_value
1490	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1491	return
1492	# Check if # of points for theory model are valid(>0).
1493	# check for 2d
1494	if self.data.__class__.__name__ == "Data2D" or \
1495	self.enable2D:
1496	# set mask
1497	radius = np.sqrt(self.data.qx_data * self.data.qx_data +
1498	self.data.qy_data * self.data.qy_data)
1499	index_data = ((self.qmin_x <= radius) & (radius <= self.qmax_x))
1500	index_data = (index_data) & (self.data.mask)
1501	index_data = (index_data) & (np.isfinite(self.data.data))
1502	if len(index_data[index_data]) < 10:
1503	msg = "Cannot Plot :No or too little npts in"
1504	msg += " that data range!!! "
1505	wx.PostEvent(self._manager.parent,
1506	StatusEvent(status=msg))
1507	return
1508	else:
1509	# self.data.mask = index_data
1510	# self.Npts_fit.SetValue(str(len(self.data.mask)))
1511	self.show_npts2fit()
1512	else:
1513	index_data = ((self.qmin_x <= self.data.x) &
1514	(self.data.x <= self.qmax_x))
1515	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
1516
1517	self.npts_x = self.Npts_total.GetValue()
1518	self.create_default_data()
1519	self._save_plotting_range()
1520	else:
1521	tcrtl.SetBackgroundColour("pink")
1522	msg = "Model Error:wrong value entered!!!"
1523	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1524
1525	self._draw_model()
1526	self.save_current_state()
1527	event = PageInfoEvent(page=self)
1528	wx.PostEvent(self.parent, event)
1529	self.state_change = False
1530	return
1531
1532	def _clear_Err_on_Fit(self):
1533	"""
1534	hide the error text control shown
1535	after fitting
1536	"""
1537
1538	if self.is_mac:
1539	return
1540	if hasattr(self, "text2_3"):
1541	self.text2_3.Hide()
1542
1543	if len(self.parameters) > 0:
1544	for item in self.parameters:
1545	if item[0].IsShown():
1546	# Skip the angle parameters if 1D data
1547	if self.data.__class__.__name__ != "Data2D" and \
1548	not self.enable2D:
1549	if item in self.orientation_params:
1550	continue
1551	if item in self.param_toFit:
1552	continue
1553	# hide statictext +/-
1554	if len(item) < 4:
1555	continue
1556	if item[3] is not None and item[3].IsShown():
1557	item[3].Hide()
1558	# hide textcrtl for error after fit
1559	if item[4] is not None and item[4].IsShown():
1560	item[4].Hide()
1561
1562	if len(self.fittable_param) > 0:
1563	for item in self.fittable_param:
1564	if item[0].IsShown():
1565	# Skip the angle parameters if 1D data
1566	if self.data.__class__.__name__ != "Data2D" and \
1567	not self.enable2D:
1568	if item in self.orientation_params:
1569	continue
1570	if item in self.param_toFit:
1571	continue
1572	if len(item) < 4:
1573	continue
1574	# hide statictext +/-
1575	if item[3] is not None and item[3].IsShown():
1576	item[3].Hide()
1577	# hide textcrtl for error after fit
1578	if item[4] is not None and item[4].IsShown():
1579	item[4].Hide()
1580	return
1581
1582	def _get_defult_custom_smear(self):
1583	"""
1584	Get the defult values for custum smearing.
1585	"""
1586	# get the default values
1587	if self.dxl is None:
1588	self.dxl = 0.0
1589	if self.dxw is None:
1590	self.dxw = ""
1591	if self.dx_percent is None:
1592	self.dx_percent = SMEAR_SIZE_H
1593
1594	def _get_smear_info(self):
1595	"""
1596	Get the smear info from data.
1597
1598	:return: self.smear_type, self.dq_l and self.dq_r,
1599	respectively the type of the smear, dq_min and
1600	dq_max for pinhole smear data
1601	while dxl and dxw for slit smear
1602	"""
1603	# default
1604	self.smear_type = None
1605	self.dq_l = None
1606	self.dq_r = None
1607	data = self.data
1608	if self.data is None:
1609	return
1610	elif self.data.__class__.__name__ == "Data2D" or \
1611	self.enable2D:
1612	if data.dqx_data is None or data.dqy_data is None:
1613	return
1614	elif self.current_smearer is not None \
1615	and data.dqx_data.any() != 0 \
1616	and data.dqx_data.any() != 0:
1617	self.smear_type = "Pinhole2d"
1618	self.dq_l = format_number(np.average(data.dqx_data))
1619	self.dq_r = format_number(np.average(data.dqy_data))
1620	return
1621	else:
1622	return
1623	# check if it is pinhole smear and get min max if it is.
1624	if data.dx is not None and np.any(data.dx):
1625	self.smear_type = "Pinhole"
1626	self.dq_l = data.dx[0]
1627	self.dq_r = data.dx[-1]
1628
1629	# check if it is slit smear and get min max if it is.
1630	elif data.dxl is not None or data.dxw is not None:
1631	self.smear_type = "Slit"
1632	if data.dxl is not None and np.all(data.dxl, 0):
1633	self.dq_l = data.dxl[0]
1634	if data.dxw is not None and np.all(data.dxw, 0):
1635	self.dq_r = data.dxw[0]
1636	# return self.smear_type,self.dq_l,self.dq_r
1637
1638	def _show_smear_sizer(self):
1639	"""
1640	Show only the sizers depending on smear selection
1641	"""
1642	# smear disabled
1643	if self.disable_smearer.GetValue():
1644	self.smear_description_none.Show(True)
1645	# 2Dsmear
1646	elif self._is_2D():
1647	self.smear_description_accuracy_type.Show(True)
1648	self.smear_accuracy.Show(True)
1649	self.smear_description_accuracy_type.Show(True)
1650	self.smear_description_2d.Show(True)
1651	self.smear_description_2d_x.Show(True)
1652	self.smear_description_2d_y.Show(True)
1653	if self.pinhole_smearer.GetValue():
1654	self.smear_pinhole_percent.Show(True)
1655	# smear from data
1656	elif self.enable_smearer.GetValue():
1657
1658	self.smear_description_dqdata.Show(True)
1659	if self.smear_type is not None:
1660	self.smear_description_smear_type.Show(True)
1661	if self.smear_type == 'Slit':
1662	self.smear_description_slit_height.Show(True)
1663	self.smear_description_slit_width.Show(True)
1664	elif self.smear_type == 'Pinhole':
1665	self.smear_description_pin_percent.Show(True)
1666	self.smear_description_smear_type.Show(True)
1667	self.smear_description_type.Show(True)
1668	self.smear_data_left.Show(True)
1669	self.smear_data_right.Show(True)
1670	# custom pinhole smear
1671	elif self.pinhole_smearer.GetValue():
1672	if self.smear_type == 'Pinhole':
1673	self.smear_message_new_p.Show(True)
1674	self.smear_description_pin_percent.Show(True)
1675
1676	self.smear_pinhole_percent.Show(True)
1677	# custom slit smear
1678	elif self.slit_smearer.GetValue():
1679	self.smear_message_new_s.Show(True)
1680	self.smear_description_slit_height.Show(True)
1681	self.smear_slit_height.Show(True)
1682	self.smear_description_slit_width.Show(True)
1683	self.smear_slit_width.Show(True)
1684
1685	def _hide_all_smear_info(self):
1686	"""
1687	Hide all smearing messages in the set_smearer sizer
1688	"""
1689	self.smear_description_none.Hide()
1690	self.smear_description_dqdata.Hide()
1691	self.smear_description_type.Hide()
1692	self.smear_description_smear_type.Hide()
1693	self.smear_description_accuracy_type.Hide()
1694	self.smear_description_2d_x.Hide()
1695	self.smear_description_2d_y.Hide()
1696	self.smear_description_2d.Hide()
1697
1698	self.smear_accuracy.Hide()
1699	self.smear_data_left.Hide()
1700	self.smear_data_right.Hide()
1701	self.smear_description_pin_percent.Hide()
1702	self.smear_pinhole_percent.Hide()
1703	self.smear_description_slit_height.Hide()
1704	self.smear_slit_height.Hide()
1705	self.smear_description_slit_width.Hide()
1706	self.smear_slit_width.Hide()
1707	self.smear_message_new_p.Hide()
1708	self.smear_message_new_s.Hide()
1709
1710	def _set_accuracy_list(self):
1711	"""
1712	Set the list of an accuracy in 2D custum smear:
1713	Xhigh, High, Med, or Low
1714	"""
1715	# list of accuracy choices
1716	list = ['Low', 'Med', 'High', 'Xhigh']
1717	for idx in range(len(list)):
1718	self.smear_accuracy.Append(list[idx], idx)
1719
1720	def _set_fun_box_list(self, fun_box):
1721	"""
1722	Set the list of func for multifunctional models
1723	"""
1724	# Check if it is multi_functional model
1725	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
1726	and not self.temp_multi_functional:
1727	return None
1728	# Get the func name list
1729	list = self.model.fun_list
1730	if len(list) == 0:
1731	return None
1732	# build function (combo)box
1733	ind = 0
1734	while(ind < len(list)):
1735	for key, val in list.items():
1736	if val == ind:
1737	fun_box.Append(key, val)
1738	break
1739	ind += 1
1740
1741	def _on_select_accuracy(self, event):
1742	"""
1743	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1744	"""
1745	# event.Skip()
1746	# Check if the accuracy is same as before
1747	# self.smear2d_accuracy = event.GetEventObject().GetValue()
1748	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1749	if self.pinhole_smearer.GetValue():
1750	self.onPinholeSmear(event=None)
1751	else:
1752	self.onSmear(event=None)
1753	if self.current_smearer is not None:
1754	self.current_smearer.set_accuracy(accuracy=\
1755	self.smear2d_accuracy)
1756	event.Skip()
1757
1758	def _on_fun_box(self, event):
1759	"""
1760	Select an func: Erf,Rparabola,LParabola
1761	"""
1762	fun_val = None
1763	fun_box = event.GetEventObject()
1764	name = fun_box.Name
1765	value = fun_box.GetValue()
1766	if value in self.model.fun_list:
1767	fun_val = self.model.fun_list[value]
1768
1769	self.model.setParam(name, fun_val)
1770	# save state
1771	self._copy_parameters_state(self.str_parameters,
1772	self.state.str_parameters)
1773	# update params
1774	self._update_paramv_on_fit()
1775	# draw
1776	self._draw_model()
1777	self.Refresh()
1778	# get ready for new event
1779	event.Skip()
1780
1781	def _onMask(self, event):
1782	"""
1783	Build a panel to allow to edit Mask
1784	"""
1785	from sas.sasgui.guiframe.local_perspectives.plotting.masking import \
1786	MaskPanel as MaskDialog
1787
1788	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1789	self.panel.ShowModal()
1790
1791	def _draw_masked_model(self, event):
1792	"""
1793	Draw model image w/mask
1794	"""
1795	is_valid_qrange = self._update_paramv_on_fit()
1796
1797	if is_valid_qrange and self.model is not None:
1798	self.panel.MakeModal(False)
1799	event.Skip()
1800	# try re draw the model plot if it exists
1801	self._draw_model()
1802	self.show_npts2fit()
1803	elif self.model is None:
1804	self.panel.MakeModal(False)
1805	event.Skip()
1806	self.show_npts2fit()
1807	msg = "No model is found on updating MASK in the model plot... "
1808	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1809	else:
1810	event.Skip()
1811	msg = ' Please consider your Q range, too.'
1812	self.panel.ShowMessage(msg)
1813
1814	def _set_smear(self, data):
1815	"""
1816	Set_smear
1817	"""
1818	if data is None:
1819	return
1820	self.current_smearer = smear_selection(data, self.model)
1821	flag = self.disable_smearer.GetValue()
1822	if self.current_smearer is None:
1823	self.enable_smearer.Disable()
1824	else:
1825	self.enable_smearer.Enable()
1826	if not flag:
1827	self.onSmear(None)
1828
1829	def get_view_mode(self):
1830	"""
1831	return True if the panel allow 2D or False if 1D
1832	"""
1833	return self.enable2D
1834
1835	def compute_data_set_range(self, data_list):
1836	"""
1837	find the range that include all data in the set
1838	return the minimum and the maximum values
1839	"""
1840	if data_list is not None and data_list != []:
1841	for data in data_list:
1842	qmin, qmax, npts = self.compute_data_range(data)
1843	self.qmin_data_set = min(self.qmin_data_set, qmin)
1844	self.qmax_data_set = max(self.qmax_data_set, qmax)
1845	self.npts_data_set += npts
1846	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1847
1848	def compute_data_range(self, data):
1849	"""
1850	compute the minimum and the maximum range of the data
1851	return the npts contains in data
1852	:param data:
1853	"""
1854	qmin, qmax, npts = None, None, None
1855	if data is not None:
1856	if not hasattr(data, "data"):
1857	try:
1858	qmin = min(data.x)
1859	# Maximum value of data
1860	qmax = max(data.x)
1861	npts = len(data.x)
1862	except:
1863	msg = "Unable to find min/max/length of \n data named %s" %\
1864	data.filename
1865	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
1866	info="error"))
1867	raise ValueError, msg
1868
1869	else:
1870	qmin = 0
1871	try:
1872	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1873	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1874	except:
1875	msg = "Unable to find min/max of \n data named %s" % \
1876	data.filename
1877	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
1878	info="error"))
1879	raise ValueError, msg
1880	# Maximum value of data
1881	qmax = math.sqrt(x * x + y * y)
1882	npts = len(data.data)
1883	return qmin, qmax, npts
1884
1885	def set_data(self, data):
1886	"""
1887	reset the current data
1888	"""
1889	id = None
1890	flag = False
1891	is_data = False
1892	npts = 0
1893	try:
1894	old_id = self.data.id
1895	old_group_id = self.data.group_id
1896	except:
1897	old_id = id
1898	old_group_id = id
1899	if self.data is not None:
1900	is_data = check_data_validity(self.data)
1901	if not is_data and data is not None:
1902	flag = True
1903	if data is not None:
1904	if is_data:
1905	self.graph_id = self.data.group_id
1906	flag = (data.id != self.data.id)
1907	self.data = data
1908	if check_data_validity(data):
1909	self.graph_id = data.group_id
1910	self.data.group_id = self.graph_id
1911
1912	if self.data is None:
1913	data_name = ""
1914	self._set_bookmark_flag(False)
1915	self._keep.Enable(False)
1916	self._set_save_flag(False)
1917	else:
1918	if self.model is not None:
1919	self._set_bookmark_flag(not self.batch_on)
1920	self._keep.Enable(not self.batch_on)
1921	if self.data.is_data:
1922	self._set_save_flag(True)
1923	self._set_preview_flag(True)
1924
1925	# more disables for 2D
1926	di_flag = False
1927	dq_flag = False
1928	if self.data.__class__.__name__ == "Data2D" or \
1929	self.enable2D:
1930	self.slit_smearer.Disable()
1931	self.pinhole_smearer.Enable(True)
1932	self.default_mask = copy.deepcopy(self.data.mask)
1933	if self.data.err_data is not None \
1934	and np.any(self.data.err_data):
1935	di_flag = True
1936	if self.data.dqx_data is not None \
1937	and np.any(self.data.dqx_data):
1938	dq_flag = True
1939	else:
1940	self.slit_smearer.Enable(True)
1941	self.pinhole_smearer.Enable(True)
1942	if self.data.dy is not None and np.any(self.data.dy):
1943	di_flag = True
1944	if self.data.dx is not None and np.any(self.data.dx):
1945	dq_flag = True
1946	elif self.data.dxl is not None and np.any(self.data.dxl):
1947	dq_flag = True
1948
1949	if dq_flag:
1950	self.enable_smearer.Enable(True)
1951	self.enable_smearer.SetValue(True)
1952	self.disable_smearer.SetValue(False)
1953	else:
1954	self.enable_smearer.Disable()
1955	self.disable_smearer.Enable(True)
1956	self.disable_smearer.SetValue(True)
1957
1958	if di_flag:
1959	self.dI_didata.Enable(True)
1960	self.dI_didata.SetValue(True)
1961	self.weightbt_string = self.dI_didata.GetLabelText()
1962	else:
1963	self.dI_didata.Enable(False)
1964	self.dI_noweight.SetValue(True)
1965	self.weightbt_string = self.dI_noweight.GetLabelText()
1966
1967	# Enable weighting radio buttons
1968	self.dI_noweight.Enable(True)
1969	self.dI_sqrdata.Enable(True)
1970	self.dI_idata.Enable(True)
1971
1972	self.formfactorbox.Enable()
1973	self.structurebox.Enable()
1974	data_name = self.data.name
1975	_, _, npts = self.compute_data_range(self.data)
1976	# set maximum range for x in linear scale
1977	if not hasattr(self.data, "data"): # Display only for 1D data fit
1978	self.btEditMask.Disable()
1979	self.EditMask_title.Disable()
1980	else:
1981	self.btEditMask.Enable()
1982	self.EditMask_title.Enable()
1983
1984	self.Npts_total.SetValue(str(npts))
1985	# default:number of data points selected to fit
1986	self.Npts_fit.SetValue(str(npts))
1987	self.Npts_total.SetEditable(False)
1988	self.Npts_total.SetBackgroundColour(
1989	self.GetParent().GetBackgroundColour())
1990
1991	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1992	self.pointsbox.Disable()
1993	self.dataSource.SetValue(data_name)
1994	self.state.data = data
1995	self.enable_fit_button()
1996	# send graph_id to page_finder
1997	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1998	# focus the page
1999	if check_data_validity(data):
2000	self.data_box_description.SetForegroundColour(wx.BLUE)
2001
2002	if self.batch_on:
2003	self.slit_smearer.Enable(False)
2004	self.pinhole_smearer.Enable(False)
2005	self.btEditMask.Disable()
2006	self.EditMask_title.Disable()
2007
2008	self.on_smear_helper()
2009	self.on_set_focus(None)
2010	self.Refresh()
2011	# update model plot with new data information
2012	if flag:
2013	if self.data.__class__.__name__ == "Data2D":
2014	self.enable2D = True
2015	self.model_view.SetLabel("2D Mode")
2016	else:
2017	self.enable2D = False
2018	self.model_view.SetLabel("1D Mode")
2019	self.model_view.Disable()
2020	# replace data plot on combo box selection
2021	# by removing the previous selected data
2022	try:
2023	wx.PostEvent(self._manager.parent,
2024	NewPlotEvent(action="delete",
2025	group_id=old_group_id, id=old_id))
2026	except:
2027	pass
2028	# plot the current selected data
2029	wx.PostEvent(self._manager.parent,
2030	NewPlotEvent(action="check", plot=self.data,
2031	title=str(self.data.title)))
2032	self._draw_model()
2033
2034	def _npts_click(self, event):
2035	"""
2036	Prevent further handling of the mouse event on Npts_total
2037	by not calling Skip().
2038	"""
2039	pass
2040
2041	def reset_page(self, state, first=False):
2042	"""
2043	reset the state
2044	"""
2045	try:
2046	self.reset_page_helper(state)
2047
2048	self.select_param()
2049	# Save state_fit
2050	self.save_current_state_fit()
2051	except:
2052	self._show_combox_helper()
2053	msg = "Error: This model state has missing or outdated "
2054	msg += "information.\n"
2055	msg += traceback.format_exc()
2056	wx.PostEvent(self._manager.parent,
2057	StatusEvent(status=msg, info="error"))
2058	self._lay_out()
2059	self.Refresh()
2060
2061	def get_range(self):
2062	"""
2063	return the fitting range
2064	"""
2065	return float(self.qmin_x), float(self.qmax_x)
2066
2067	def get_npts2fit(self):
2068	"""
2069	return numbers of data points within qrange
2070
2071	:Note: This is to normalize chisq by Npts of fit
2072
2073	"""
2074	if self.data is None:
2075	return
2076	npts2fit = 0
2077	qmin, qmax = self.get_range()
2078	if self.data.__class__.__name__ == "Data2D" or \
2079	self.enable2D:
2080	radius = np.sqrt(self.data.qx_data * self.data.qx_data +
2081	self.data.qy_data * self.data.qy_data)
2082	index_data = (self.qmin_x <= radius) & (radius <= self.qmax_x)
2083	index_data = (index_data) & (self.data.mask)
2084	index_data = (index_data) & (np.isfinite(self.data.data))
2085	npts2fit = len(self.data.data[index_data])
2086	else:
2087	for qx in self.data.x:
2088	if qmax >= qx >= qmin:
2089	npts2fit += 1
2090	return npts2fit
2091
2092	def show_npts2fit(self):
2093	"""
2094	setValue Npts for fitting
2095	"""
2096	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2097
2098	def get_chi2(self):
2099	"""
2100	return the current chi2
2101	"""
2102	return self.tcChi.GetValue()
2103
2104	def onsetValues(self, chisqr, p_name, out, cov):
2105	"""
2106	Build the panel from the fit result
2107
2108	:param chisqr: Value of the goodness of fit metric
2109	:param p_name: the name of parameters
2110	:param out: list of parameter with the best value found during fitting
2111	:param cov: Covariance matrix
2112
2113	"""
2114
2115	# make sure stop button to fit button all the time
2116	self._on_fit_complete()
2117	if out is None or not np.isfinite(chisqr):
2118	raise ValueError, "Fit error occured..."
2119
2120	is_modified = False
2121	has_error = False
2122	dispersity = ''
2123
2124	# Hide textctrl boxes of errors.
2125	self._clear_Err_on_Fit()
2126
2127	# Check if chi2 is finite
2128	if chisqr is not None and np.isfinite(chisqr):
2129	# format chi2
2130	chi2 = format_number(chisqr, True)
2131	self.tcChi.SetValue(chi2)
2132	self.tcChi.Refresh()
2133	else:
2134	self.tcChi.SetValue("-")
2135
2136	# Hide error title
2137	if self.text2_3.IsShown() and not self.is_mac:
2138	self.text2_3.Hide()
2139
2140	try:
2141	if self.enable_disp.GetValue():
2142	if hasattr(self, "text_disp_1"):
2143	if self.text_disp_1 is not None and not self.is_mac:
2144	self.text_disp_1.Hide()
2145	except:
2146	dispersity = None
2147	pass
2148
2149	i = 0
2150	# Set the panel when fit result are list
2151
2152	for item in self.param_toFit:
2153	if len(item) > 5 and item is not None:
2154
2155	if item[0].IsShown():
2156	# reset error value to initial state
2157	if not self.is_mac:
2158	item[3].Hide()
2159	item[4].Hide()
2160	for ind in range(len(out)):
2161	if item[1] == p_name[ind]:
2162	break
2163	if len(out) > 0 and out[ind] is not None:
2164	val_out = format_number(out[ind], True)
2165	item[2].SetValue(val_out)
2166
2167	if(cov is not None and len(cov) == len(out)):
2168	try:
2169	if dispersity is not None:
2170	if self.enable_disp.GetValue():
2171	if hasattr(self, "text_disp_1"):
2172	if self.text_disp_1 is not None:
2173	if not self.text_disp_1.IsShown()\
2174	and not self.is_mac:
2175	self.text_disp_1.Show(True)
2176	except:
2177	pass
2178
2179	if cov[ind] is not None:
2180	if np.isfinite(float(cov[ind])):
2181	val_err = format_number(cov[ind], True)
2182	item[4].SetForegroundColour(wx.BLACK)
2183	else:
2184	val_err = 'NaN'
2185	item[4].SetForegroundColour(wx.RED)
2186	if not self.is_mac:
2187	item[3].Show(True)
2188	item[4].Show(True)
2189	item[4].SetValue(val_err)
2190	has_error = True
2191	i += 1
2192	else:
2193	raise ValueError, "onsetValues: Invalid parameters..."
2194	# Show error title when any errors displayed
2195	if has_error:
2196	if not self.text2_3.IsShown():
2197	self.text2_3.Show(True)
2198	# save current state
2199	self.save_current_state()
2200
2201	if not self.is_mac:
2202	self.Layout()
2203	self.Refresh()
2204	# plot model ( when drawing, do not update chisqr value again)
2205	self._draw_model(update_chisqr=False, source='fit')
2206
2207	def onWeighting(self, event):
2208	"""
2209	On Weighting radio button event, sets the weightbt_string
2210	"""
2211	self.weightbt_string = event.GetEventObject().GetLabelText()
2212	self._set_weight()
2213
2214	def _set_weight(self, is_2D=None):
2215	"""
2216	Set weight in fit problem
2217	"""
2218	# compute weight for the current data
2219	flag_weight = self.get_weight_flag()
2220	if is_2D is None:
2221	is_2D = self._is_2D()
2222	self._manager.set_fit_weight(uid=self.uid,
2223	flag=flag_weight,
2224	is2d=is_2D,
2225	fid=None)
2226
2227	def onPinholeSmear(self, event):
2228	"""
2229	Create a custom pinhole smear object that will change the way residuals
2230	are compute when fitting
2231
2232	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2233	None for 1D
2234
2235	"""
2236	# Need update param values
2237	self._update_paramv_on_fit()
2238
2239	if event is not None:
2240	tcrtl = event.GetEventObject()
2241	# event case of radio button
2242	if tcrtl.GetValue():
2243	self.dx_percent = 0.0
2244	is_new_pinhole = True
2245	else:
2246	is_new_pinhole = self._is_changed_pinhole()
2247	else:
2248	is_new_pinhole = True
2249	# if any value is changed
2250	if is_new_pinhole:
2251	self._set_pinhole_smear()
2252	# hide all silt sizer
2253	self._hide_all_smear_info()
2254
2255	# show relevant slit sizers
2256	self._show_smear_sizer()
2257
2258	self.sizer_set_smearer.Layout()
2259	# we need FitInside here not just self.Layout to ensure all the sizers
2260	# end up with the necessasary space to in the scroll panel. In
2261	# particular the compute and fit buttons end up on top of each other
2262	# PDB Nov 28 2015.
2263	self.FitInside()
2264
2265	if event is not None:
2266	event.Skip()
2267	# self._undo.Enable(True)
2268	self.save_current_state()
2269	event = PageInfoEvent(page=self)
2270	wx.PostEvent(self.parent, event)
2271
2272	def _is_changed_pinhole(self):
2273	"""
2274	check if any of pinhole smear is changed
2275
2276	:return: True or False
2277
2278	"""
2279	# get the values
2280	pin_percent = self.smear_pinhole_percent.GetValue()
2281
2282	# Check changes in slit heigth
2283	try:
2284	dx_percent = float(pin_percent)
2285	except:
2286	return True
2287	if self.dx_percent != dx_percent:
2288	return True
2289	return False
2290
2291	def _set_pinhole_smear(self):
2292	"""
2293	Set custom pinhole smear
2294
2295	:return: msg
2296
2297	"""
2298	# copy data
2299	data = copy.deepcopy(self.data)
2300	if self._is_2D():
2301	self.smear_type = 'Pinhole2d'
2302	len_data = len(data.data)
2303	data.dqx_data = np.zeros(len_data)
2304	data.dqy_data = np.zeros(len_data)
2305	else:
2306	self.smear_type = 'Pinhole'
2307	len_data = len(data.x)
2308	data.dx = np.zeros(len_data)
2309	data.dxl = None
2310	data.dxw = None
2311	msg = None
2312
2313	get_pin_percent = self.smear_pinhole_percent
2314
2315	if not check_float(get_pin_percent):
2316	get_pin_percent.SetBackgroundColour("pink")
2317	msg = "Model Error:wrong value entered!!!"
2318	else:
2319	if len_data < 2:
2320	len_data = 2
2321	self.dx_percent = float(get_pin_percent.GetValue())
2322	if self.dx_percent < 0:
2323	get_pin_percent.SetBackgroundColour("pink")
2324	msg = "Model Error:This value can not be negative!!!"
2325	elif self.dx_percent is not None:
2326	percent = self.dx_percent/100
2327	if self._is_2D():
2328	data.dqx_data[data.dqx_data == 0] = percent * data.qx_data
2329	data.dqy_data[data.dqy_data == 0] = percent * data.qy_data
2330	else:
2331	data.dx = percent * data.x
2332	self.current_smearer = smear_selection(data, self.model)
2333	# 2D need to set accuracy
2334	if self._is_2D():
2335	self.current_smearer.set_accuracy(
2336	accuracy=self.smear2d_accuracy)
2337
2338	if msg is not None:
2339	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2340	else:
2341	get_pin_percent.SetBackgroundColour("white")
2342	# set smearing value whether or not the data contain the smearing info
2343
2344	enable_smearer = not self.disable_smearer.GetValue()
2345	self._manager.set_smearer(smearer=self.current_smearer,
2346	fid=self.data.id,
2347	qmin=float(self.qmin_x),
2348	qmax=float(self.qmax_x),
2349	enable_smearer=enable_smearer,
2350	uid=self.uid)
2351	return msg
2352
2353	def update_pinhole_smear(self):
2354	"""
2355	called by kill_focus on pinhole TextCntrl
2356	to update the changes
2357
2358	:return: False when wrong value was entered
2359
2360	"""
2361	# msg default
2362	msg = None
2363	# check if any value is changed
2364	if self._is_changed_pinhole():
2365	msg = self._set_pinhole_smear()
2366	wx.CallAfter(self.save_current_state)
2367
2368	if msg is not None:
2369	return False
2370	else:
2371	return True
2372
2373	def onSlitSmear(self, event):
2374	"""
2375	Create a custom slit smear object that will change the way residuals
2376	are compute when fitting
2377	"""
2378	# Need update param values
2379	self._update_paramv_on_fit()
2380
2381	# msg default
2382	msg = None
2383	# for event given
2384	if event is not None:
2385	tcrtl = event.GetEventObject()
2386	# event case of radio button
2387	if tcrtl.GetValue():
2388	self.dxl = 0.0
2389	self.dxw = 0.0
2390	is_new_slit = True
2391	else:
2392	is_new_slit = self._is_changed_slit()
2393	else:
2394	is_new_slit = True
2395
2396	# if any value is changed
2397	if is_new_slit:
2398	msg = self._set_slit_smear()
2399
2400	# hide all silt sizer
2401	self._hide_all_smear_info()
2402	# show relevant slit sizers
2403	self._show_smear_sizer()
2404	self.sizer_set_smearer.Layout()
2405	# we need FitInside here not just self.Layout to ensure all the sizers
2406	# end up with the necessasary space to in the scroll panel. In
2407	# particular the compute and fit buttons end up on top of each other
2408	# PDB Nov 28 2015.
2409	self.FitInside()
2410
2411	if event is not None:
2412	event.Skip()
2413	self.save_current_state()
2414	event = PageInfoEvent(page=self)
2415	wx.PostEvent(self.parent, event)
2416	if msg is not None:
2417	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2418
2419	def _is_changed_slit(self):
2420	"""
2421	check if any of slit lengths is changed
2422
2423	:return: True or False
2424
2425	"""
2426	# get the values
2427	width = self.smear_slit_width.GetValue()
2428	height = self.smear_slit_height.GetValue()
2429
2430	# check and change the box bg color if it was pink
2431	# but it should be white now
2432	# because this is the case that _set_slit_smear() will not handle
2433	if height.lstrip().rstrip() == "":
2434	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2435	if width.lstrip().rstrip() == "":
2436	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2437
2438	# Check changes in slit width
2439	if width == "":
2440	dxw = 0.0
2441	else:
2442	try:
2443	dxw = float(width)
2444	except:
2445	return True
2446	if self.dxw != dxw:
2447	return True
2448
2449	# Check changes in slit heigth
2450	if height == "":
2451	dxl = 0.0
2452	else:
2453	try:
2454	dxl = float(height)
2455	except:
2456	return True
2457	if self.dxl != dxl:
2458	return True
2459
2460	return False
2461
2462	def _set_slit_smear(self):
2463	"""
2464	Set custom slit smear
2465
2466	:return: message to inform the user about the validity
2467	of the values entered for slit smear
2468	"""
2469	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
2470	return
2471	# make sure once more if it is smearer
2472	data = copy.deepcopy(self.data)
2473	data_len = len(data.x)
2474	data.dx = None
2475	data.dxl = None
2476	data.dxw = None
2477	msg = None
2478
2479	try:
2480	self.dxl = float(self.smear_slit_height.GetValue())
2481	data.dxl = self.dxl * np.ones(data_len)
2482	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2483	except:
2484	self.dxl = None
2485	data.dxl = np.zeros(data_len)
2486	if self.smear_slit_height.GetValue().lstrip().rstrip() != "":
2487	self.smear_slit_height.SetBackgroundColour("pink")
2488	msg = "Wrong value entered... "
2489	else:
2490	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2491	try:
2492	self.dxw = float(self.smear_slit_width.GetValue())
2493	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2494	data.dxw = self.dxw * np.ones(data_len)
2495	except:
2496	self.dxw = None
2497	data.dxw = np.zeros(data_len)
2498	if self.smear_slit_width.GetValue().lstrip().rstrip() != "":
2499	self.smear_slit_width.SetBackgroundColour("pink")
2500	msg = "Wrong Fit value entered... "
2501	else:
2502	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2503
2504	self.current_smearer = smear_selection(data, self.model)
2505	# set smearing value whether or not the data contain the smearing info
2506	enable_smearer = not self.disable_smearer.GetValue()
2507	self._manager.set_smearer(smearer=self.current_smearer,
2508	fid=self.data.id,
2509	qmin=float(self.qmin_x),
2510	qmax=float(self.qmax_x),
2511	enable_smearer=enable_smearer,
2512	uid=self.uid)
2513	return msg
2514
2515	def update_slit_smear(self):
2516	"""
2517	called by kill_focus on pinhole TextCntrl
2518	to update the changes
2519
2520	:return: False when wrong value was entered
2521
2522	"""
2523	# msg default
2524	msg = None
2525	# check if any value is changed
2526	if self._is_changed_slit():
2527	msg = self._set_slit_smear()
2528	# self._undo.Enable(True)
2529	self.save_current_state()
2530
2531	if msg is not None:
2532	return False
2533	else:
2534	return True
2535
2536	def onSmear(self, event):
2537	"""
2538	Create a smear object that will change the way residuals
2539	are computed when fitting
2540	"""
2541	if event is not None:
2542	event.Skip()
2543	if self.data is None:
2544	return
2545
2546	# Need update param values
2547	self._update_paramv_on_fit()
2548	if self.model is not None:
2549	if self.data.is_data:
2550	self._manager.page_finder[self.uid].add_data(data=self.data)
2551	temp_smearer = self.on_smear_helper()
2552
2553	self.sizer_set_smearer.Layout()
2554	# we need FitInside here not just self.Layout to ensure all the sizers
2555	# end up with the necessasary space to in the scroll panel. In
2556	# particular the compute and fit buttons end up on top of each other
2557	# PDB Nov 28 2015.
2558	self.FitInside()
2559	self._set_weight()
2560
2561	# set smearing value whether or not the data contain the smearing info
2562	enable_smearer = not self.disable_smearer.GetValue()
2563	wx.CallAfter(self._manager.set_smearer, uid=self.uid,
2564	smearer=temp_smearer,
2565	fid=self.data.id,
2566	qmin=float(self.qmin_x),
2567	qmax=float(self.qmax_x),
2568	enable_smearer=enable_smearer)
2569
2570	self.state.enable_smearer = self.enable_smearer.GetValue()
2571	self.state.disable_smearer = self.disable_smearer.GetValue()
2572	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2573	self.state.slit_smearer = self.slit_smearer.GetValue()
2574
2575	def on_smear_helper(self, update=False):
2576	"""
2577	Help for onSmear
2578
2579	:param update: force or not to update
2580	"""
2581	self._get_smear_info()
2582	# renew smear sizer
2583	if self.smear_type is not None:
2584	self.smear_description_smear_type.SetValue(str(self.smear_type))
2585	self.smear_data_left.SetValue(str(self.dq_l))
2586	self.smear_data_right.SetValue(str(self.dq_r))
2587
2588	self._hide_all_smear_info()
2589	data = copy.deepcopy(self.data)
2590
2591	# make sure once more if it is smearer
2592	temp_smearer = smear_selection(data, self.model)
2593	if self.current_smearer != temp_smearer or update:
2594	self.current_smearer = temp_smearer
2595	if self.enable_smearer.GetValue():
2596	if self.current_smearer is None:
2597	wx.PostEvent(self._manager.parent,
2598	StatusEvent(status="Data contains no smearing information"))
2599	else:
2600	wx.PostEvent(self._manager.parent,
2601	StatusEvent(status="Data contains smearing information"))
2602
2603	self.smear_data_left.Show(True)
2604	self.smear_data_right.Show(True)
2605	temp_smearer = self.current_smearer
2606	elif self.disable_smearer.GetValue():
2607	self.smear_description_none.Show(True)
2608	elif self.pinhole_smearer.GetValue():
2609	self.onPinholeSmear(None)
2610	elif self.slit_smearer.GetValue():
2611	self.onSlitSmear(None)
2612	self._show_smear_sizer()
2613
2614	return temp_smearer
2615
2616	def on_complete_chisqr(self, event):
2617	"""
2618	Display result chisqr on the panel
2619	:event: activated by fitting/ complete after draw
2620	"""
2621	try:
2622	if event is None:
2623	output = "-"
2624	elif not np.isfinite(event.output):
2625	output = "-"
2626	else:
2627	output = event.output
2628	self.tcChi.SetValue(str(format_number(output, True)))
2629	self.state.tcChi = self.tcChi.GetValue()
2630	except:
2631	pass
2632
2633	def get_all_checked_params(self):
2634	"""
2635	Found all parameters current check and add them to list of parameters
2636	to fit
2637	"""
2638	self.param_toFit = []
2639	for item in self.parameters:
2640	if item[0].GetValue() and item not in self.param_toFit:
2641	if item[0].IsShown():
2642	self.param_toFit.append(item)
2643	for item in self.fittable_param:
2644	if item[0].GetValue() and item not in self.param_toFit:
2645	if item[0].IsShown():
2646	self.param_toFit.append(item)
2647	self.save_current_state_fit()
2648
2649	event = PageInfoEvent(page=self)
2650	wx.PostEvent(self.parent, event)
2651	param2fit = []
2652	for item in self.param_toFit:
2653	if item[0] and item[0].IsShown():
2654	param2fit.append(item[1])
2655	self._manager.set_param2fit(self.uid, param2fit)
2656
2657	def select_param(self, event=None):
2658	"""
2659	Select TextCtrl checked for fitting purpose and stores them
2660	in self.param_toFit=[] list
2661	"""
2662	self.param_toFit = []
2663	for item in self.parameters:
2664	# Skip t ifhe angle parameters if 1D data
2665	if self.data.__class__.__name__ != "Data2D" and\
2666	not self.enable2D:
2667	if item in self.orientation_params:
2668	continue
2669	# Select parameters to fit for list of primary parameters
2670	if item[0].GetValue() and item[0].IsShown():
2671	if not (item in self.param_toFit):
2672	self.param_toFit.append(item)
2673	else:
2674	#remove parameters from the fitting list
2675	if item in self.param_toFit:
2676	self.param_toFit.remove(item)
2677
2678	# Select parameters to fit for list of fittable parameters
2679	# with dispersion
2680	for item in self.fittable_param:
2681	# Skip t ifhe angle parameters if 1D data
2682	if self.data.__class__.__name__ != "Data2D" and\
2683	not self.enable2D:
2684	if item in self.orientation_params:
2685	continue
2686	if item[0].GetValue() and item[0].IsShown():
2687	if not (item in self.param_toFit):
2688	self.param_toFit.append(item)
2689	else:
2690	# remove parameters from the fitting list
2691	if item in self.param_toFit:
2692	self.param_toFit.remove(item)
2693
2694	# Calculate num. of angle parameters
2695	if self.data.__class__.__name__ == "Data2D" or \
2696	self.enable2D:
2697	len_orient_para = 0
2698	else:
2699	len_orient_para = len(self.orientation_params) # assume even len
2700	# Total num. of angle parameters
2701	if len(self.fittable_param) > 0:
2702	len_orient_para *= 2
2703
2704	self.save_current_state_fit()
2705	if event is not None:
2706	# post state to fit panel
2707	event = PageInfoEvent(page=self)
2708	wx.PostEvent(self.parent, event)
2709
2710	param2fit = []
2711	for item in self.param_toFit:
2712	if item[0] and item[0].IsShown():
2713	param2fit.append(item[1])
2714	self._manager.set_param2fit(self.uid, param2fit)
2715
2716	def set_model_param_sizer(self, model):
2717	"""
2718	Build the panel from the model content
2719
2720	:param model: the model selected in combo box for fitting purpose
2721
2722	"""
2723	self.sizer3.Clear(True)
2724	self.parameters = []
2725	self.str_parameters = []
2726	self.param_toFit = []
2727	self.fittable_param = []
2728	self.fixed_param = []
2729	self.orientation_params = []
2730	self.orientation_params_disp = []
2731
2732	if model is None:
2733	self.sizer3.Layout()
2734	self.SetupScrolling()
2735	return
2736
2737	box_description = wx.StaticBox(self, wx.ID_ANY, str("Model Parameters"))
2738	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2739	sizer = wx.GridBagSizer(5, 5)
2740	# save the current model
2741	self.model = model
2742
2743	keys = self.model.getParamList()
2744
2745	# list of dispersion parameters
2746	self.disp_list = self.model.getDispParamList()
2747
2748	def custom_compare(a, b):
2749	"""
2750	Custom compare to order, first by alphabets then second by number.
2751	"""
2752	# number at the last digit
2753	a_last = a[len(a) - 1]
2754	b_last = b[len(b) - 1]
2755	# default
2756	num_a = None
2757	num_b = None
2758	# split the names
2759	a2 = a.lower().split('_')
2760	b2 = b.lower().split('_')
2761	# check length of a2, b2
2762	len_a2 = len(a2)
2763	len_b2 = len(b2)
2764	# check if it contains a int number(<10)
2765	try:
2766	num_a = int(a_last)
2767	except:
2768	pass
2769	try:
2770	num_b = int(b_last)
2771	except:
2772	pass
2773	# Put 'scale' near the top; happens
2774	# when numbered param name exists
2775	if a == 'scale':
2776	return -1
2777	# both have a number
2778	if num_a is not None and num_b is not None:
2779	if num_a > num_b:
2780	return -1
2781	# same number
2782	elif num_a == num_b:
2783	# different last names
2784	if a2[len_a2 - 1] != b2[len_b2 - 1] and num_a != 0:
2785	return -cmp(a2[len_a2 - 1], b2[len_b2 - 1])
2786	else:
2787	return cmp(a, b)
2788	else:
2789	return 1
2790	# one of them has a number
2791	elif num_a is not None:
2792	return 1
2793	elif num_b is not None:
2794	return -1
2795	# no numbers
2796	else:
2797	return cmp(a.lower(), b.lower())
2798
2799	# keys obtained now from ordered dict, so commenting alphabetical
2800	# ordering keys.sort(custom_compare)
2801
2802	iy = 0
2803	ix = 0
2804	sizer.Add(wx.StaticText(self, wx.ID_ANY, 'Parameter'),
2805	(iy, ix), (1, 1), wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2806	ix += 1
2807	self.text2_2 = wx.StaticText(self, wx.ID_ANY, 'Value')
2808	sizer.Add(self.text2_2, (iy, ix), (1, 1),
2809	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2810	ix += 2
2811	self.text2_3 = wx.StaticText(self, wx.ID_ANY, 'Error')
2812	sizer.Add(self.text2_3, (iy, ix), (1, 1),
2813	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2814	if not self.is_mac:
2815	self.text2_3.Hide()
2816	ix += 1
2817	self.text2_min = wx.StaticText(self, wx.ID_ANY, 'Min')
2818	sizer.Add(self.text2_min, (iy, ix), (1, 1),
2819	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2820	# self.text2_min.Hide()
2821	ix += 1
2822	self.text2_max = wx.StaticText(self, wx.ID_ANY, 'Max')
2823	sizer.Add(self.text2_max, (iy, ix), (1, 1),
2824	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2825	# self.text2_max.Hide()
2826	ix += 1
2827	self.text2_4 = wx.StaticText(self, wx.ID_ANY, '[Units]')
2828	sizer.Add(self.text2_4, (iy, ix), (1, 1),
2829	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2830	self.text2_4.Hide()
2831
2832	CHECK_STATE = False
2833	for item in keys:
2834
2835	if item not in self.disp_list and not item in \
2836	self.model.orientation_params:
2837
2838	# prepare a spot to store errors
2839	if item not in self.model.details:
2840	self.model.details[item] = ["", None, None]
2841
2842	iy += 1
2843	ix = 0
2844	if (self.model.__class__ in
2845	self.model_list_box["Multi-Functions"] or
2846	self.temp_multi_functional)\
2847	and (item in self.model.non_fittable):
2848	non_fittable_name = wx.StaticText(self, wx.ID_ANY, item)
2849	sizer.Add(non_fittable_name, (iy, ix), (1, 1),
2850	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 21)
2851	# add parameter value
2852	ix += 1
2853	value = self.model.getParam(item)
2854	if len(self.model.fun_list) > 0:
2855	# num = item.split('_')[1][5:7]
2856	fun_box = wx.ComboBox(self, wx.ID_ANY, size=(100, -1),
2857	style=wx.CB_READONLY, name='%s' % item)
2858	self._set_fun_box_list(fun_box)
2859	fun_box.SetSelection(0)
2860	# self.fun_box.SetToolTipString("A function
2861	# describing the interface")
2862	wx.EVT_COMBOBOX(fun_box, wx.ID_ANY, self._on_fun_box)
2863	else:
2864	fun_box = ModelTextCtrl(self, wx.ID_ANY,
2865	size=(_BOX_WIDTH, 20),
2866	style=wx.TE_PROCESS_ENTER, name='%s' % item)
2867	fun_box.SetToolTipString(
2868	"Hit 'Enter' after typing to update the plot.")
2869	fun_box.SetValue(format_number(value, True))
2870	sizer.Add(fun_box, (iy, ix), (1, 1), wx.EXPAND)
2871	self.str_parameters.append([None, item, fun_box,
2872	None, None, None,
2873	None, None])
2874	else:
2875	# add parameters name with checkbox for selecting to fit
2876	cb = wx.CheckBox(self, wx.ID_ANY, item)
2877	cb.SetValue(CHECK_STATE)
2878	cb.SetToolTipString(" Check mark to fit.")
2879	# cb.SetValue(True)
2880	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2881
2882	sizer.Add(cb, (iy, ix), (1, 1),
2883	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
2884
2885	# add parameter value
2886	ix += 1
2887	value = self.model.getParam(item)
2888	ctl1 = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
2889	style=wx.TE_PROCESS_ENTER)
2890	ctl1.SetToolTipString(
2891	"Hit 'Enter' after typing to update the plot.")
2892	ctl1.SetValue(format_number(value, True))
2893	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
2894	# text to show error sign
2895	ix += 1
2896	text2 = wx.StaticText(self, wx.ID_ANY, '+/-')
2897	sizer.Add(text2, (iy, ix), (1, 1),
2898	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2899	if not self.is_mac:
2900	text2.Hide()
2901	ix += 1
2902	ctl2 = wx.TextCtrl(self, wx.ID_ANY,
2903	size=(_BOX_WIDTH / 1.2, 20), style=0)
2904	sizer.Add(ctl2, (iy, ix), (1, 1),
2905	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2906	if not self.is_mac:
2907	ctl2.Hide()
2908
2909	ix += 1
2910	ctl3 = ModelTextCtrl(self, wx.ID_ANY,
2911	size=(_BOX_WIDTH / 1.9, 20),
2912	style=wx.TE_PROCESS_ENTER,
2913	text_enter_callback=self._onparamRangeEnter)
2914	min_bound = self.model.details[item][1]
2915	if min_bound is not None:
2916	ctl3.SetValue(format_number(min_bound, True))
2917
2918	sizer.Add(ctl3, (iy, ix), (1, 1),
2919	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2920
2921	ix += 1
2922	ctl4 = ModelTextCtrl(self, wx.ID_ANY,
2923	size=(_BOX_WIDTH / 1.9, 20),
2924	style=wx.TE_PROCESS_ENTER,
2925	text_enter_callback=self._onparamRangeEnter)
2926	max_bound = self.model.details[item][2]
2927	if max_bound is not None:
2928	ctl4.SetValue(format_number(max_bound, True))
2929	sizer.Add(ctl4, (iy, ix), (1, 1),
2930	wx.EXPAND \| wx.FIXED_MINSIZE, 0)
2931
2932	ix += 1
2933	# Units
2934	if item in self.model.details:
2935	units = wx.StaticText(self, wx.ID_ANY,
2936	self.model.details[item][0], style=wx.ALIGN_LEFT)
2937	else:
2938	units = wx.StaticText(self, wx.ID_ANY, "",
2939	style=wx.ALIGN_LEFT)
2940	sizer.Add(units, (iy, ix), (1, 1),
2941	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2942
2943	self.parameters.append([cb, item, ctl1,
2944	text2, ctl2, ctl3, ctl4, units])
2945
2946	iy += 1
2947	sizer.Add((10, 10), (iy, ix), (1, 1),
2948	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2949
2950	# type can be either Guassian or Array
2951	if len(self.model.dispersion.values()) > 0:
2952	type = self.model.dispersion.values()[0]["type"]
2953	else:
2954	type = "Gaussian"
2955
2956	iy += 1
2957	ix = 0
2958	# Add tile for orientational angle
2959	for item in keys:
2960	if item in self.model.orientation_params:
2961	orient_angle = wx.StaticText(self, wx.ID_ANY, '[For 2D only]:')
2962	mag_on_button = wx.Button(self, wx.ID_ANY, "Magnetic ON")
2963	mag_on_button.SetToolTipString("Turn Pol Beam/Mag scatt on/off")
2964	mag_on_button.Bind(wx.EVT_BUTTON, self._on_mag_on)
2965	mag_angle_help_button = wx.Button(self, wx.ID_ANY,
2966	"Magnetic angles?")
2967	mag_angle_help_button.SetToolTipString("see angle definitions")
2968	mag_help_button = wx.Button(self, wx.ID_ANY, "Mag HELP")
2969	mag_help_button.SetToolTipString("Help on pol beam/mag fitting")
2970	mag_help_button.Bind(wx.EVT_BUTTON, self._on_mag_help)
2971	mag_angle_help_button.Bind(wx.EVT_BUTTON,
2972	self._on_mag_angle_help)
2973	sizer.Add(orient_angle, (iy, ix), (1, 1),
2974	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2975	iy += 1
2976	sizer.Add(mag_on_button, (iy, ix), (1, 1),
2977	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2978	ix += 1
2979	sizer.Add(mag_angle_help_button, (iy, ix), (1, 1),
2980	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2981	sizer.Add(mag_help_button, (iy, ix + 1), (1, 1),
2982	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2983
2984	# handle the magnetic buttons
2985	# clean this up so that assume mag is off then turn
2986	# all buttons on IF mag has mag and has 2D
2987	if not self._has_magnetic:
2988	mag_on_button.Show(False)
2989	elif not self.data.__class__.__name__ == "Data2D":
2990	mag_on_button.Show(False)
2991	else:
2992	mag_on_button.Show(True)
2993	mag_help_button.Show(False)
2994	mag_angle_help_button.Show(False)
2995	if mag_on_button.IsShown():
2996	if self.magnetic_on:
2997	mag_on_button.SetLabel("Magnetic OFF")
2998	mag_help_button.Show(True)
2999	mag_angle_help_button.Show(True)
3000	else:
3001	mag_on_button.SetLabel("Magnetic ON")
3002	mag_help_button.Show(False)
3003	mag_angle_help_button.Show(False)
3004
3005	if not self.data.__class__.__name__ == "Data2D" and \
3006	not self.enable2D:
3007	orient_angle.Hide()
3008	else:
3009	orient_angle.Show(True)
3010	break
3011
3012	# For Gaussian only
3013	if type.lower() != "array":
3014	for item in self.model.orientation_params:
3015	if not self.magnetic_on:
3016	if item in self.model.magnetic_params:
3017	continue
3018	if item not in self.disp_list:
3019	# prepare a spot to store min max
3020	if item not in self.model.details:
3021	self.model.details[item] = ["", None, None]
3022
3023	iy += 1
3024	ix = 0
3025	# add parameters name with checkbox for selecting to fit
3026	cb = wx.CheckBox(self, wx.ID_ANY, item)
3027	cb.SetValue(CHECK_STATE)
3028	cb.SetToolTipString("Check mark to fit")
3029	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3030	if self.data.__class__.__name__ == "Data2D" or \
3031	self.enable2D:
3032	cb.Show(True)
3033	else:
3034	cb.Hide()
3035	sizer.Add(cb, (iy, ix), (1, 1),
3036	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
3037
3038	# add parameter value
3039	ix += 1
3040	value = self.model.getParam(item)
3041	ctl1 = ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
3042	style=wx.TE_PROCESS_ENTER)
3043	ctl1.SetToolTipString(
3044	"Hit 'Enter' after typing to update the plot.")
3045	ctl1.SetValue(format_number(value, True))
3046	if self.data.__class__.__name__ == "Data2D" or \
3047	self.enable2D:
3048	ctl1.Show(True)
3049	else:
3050	ctl1.Hide()
3051	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
3052	# text to show error sign
3053	ix += 1
3054	text2 = wx.StaticText(self, -1, '+/-')
3055	sizer.Add(text2, (iy, ix), (1, 1),
3056	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3057
3058	text2.Hide()
3059	ix += 1
3060	ctl2 = wx.TextCtrl(self, -1,
3061	size=(_BOX_WIDTH / 1.2, 20), style=0)
3062	sizer.Add(ctl2, (iy, ix), (1, 1),
3063	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3064
3065	ctl2.Hide()
3066
3067	ix += 1
3068	ctl3 = ModelTextCtrl(self, -1,
3069	size=(_BOX_WIDTH / 1.8, 20),
3070	style=wx.TE_PROCESS_ENTER,
3071	text_enter_callback=self._onparamRangeEnter)
3072
3073	sizer.Add(ctl3, (iy, ix), (1, 1),
3074	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3075	ctl3.Hide()
3076
3077	ix += 1
3078	ctl4 = ModelTextCtrl(self, -1,
3079	size=(_BOX_WIDTH / 1.8, 20),
3080	style=wx.TE_PROCESS_ENTER,
3081	text_enter_callback=self._onparamRangeEnter)
3082	sizer.Add(ctl4, (iy, ix), (1, 1),
3083	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3084
3085	ctl4.Hide()
3086
3087	if self.data.__class__.__name__ == "Data2D" or \
3088	self.enable2D:
3089	if self.is_mac:
3090	text2.Show(True)
3091	ctl2.Show(True)
3092	ctl3.Show(True)
3093	ctl4.Show(True)
3094
3095	ix += 1
3096	# Units
3097	if item in self.model.details:
3098	units = wx.StaticText(self, -1,
3099	self.model.details[item][0],
3100	style=wx.ALIGN_LEFT)
3101	else:
3102	units = wx.StaticText(self, -1, "",
3103	style=wx.ALIGN_LEFT)
3104	if self.data.__class__.__name__ == "Data2D" or \
3105	self.enable2D:
3106	units.Show(True)
3107	else:
3108	units.Hide()
3109
3110	sizer.Add(units, (iy, ix), (1, 1),
3111	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3112
3113	self.parameters.append([cb, item, ctl1,
3114	text2, ctl2, ctl3, ctl4, units])
3115	self.orientation_params.append([cb, item, ctl1,
3116	text2, ctl2, ctl3, ctl4, units])
3117
3118	iy += 1
3119	box_description.SetForegroundColour(wx.BLUE)
3120	# Display units text on panel
3121	for item in keys:
3122	if item in self.model.details:
3123	self.text2_4.Show()
3124	# Fill the list of fittable parameters
3125	self.get_all_checked_params()
3126	self.save_current_state_fit()
3127	boxsizer1.Add(sizer)
3128	self.sizer3.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
3129	self.sizer3.Layout()
3130	self.Layout()
3131
3132	def on_right_down(self, event):
3133	"""
3134	Get key stroke event
3135	"""
3136	if self.data is None:
3137	return
3138	# Figuring out key combo: Cmd for copy, Alt for paste
3139	if event.AltDown() and event.ShiftDown():
3140	flag = True
3141	elif event.AltDown() or event.ShiftDown():
3142	flag = False
3143	else:
3144	return
3145	# make event free
3146	event.Skip()
3147	# messages depending on the flag
3148	if not flag:
3149	infor = 'warning'
3150	# inform msg to wx
3151	wx.PostEvent(self._manager.parent,
3152	StatusEvent(status=msg, info=infor))
3153
3154	def _onModel2D(self, event):
3155	"""
3156	toggle view of model from 1D to 2D or 2D from 1D
3157	"""
3158	if self.model_view.GetLabelText() == "Show 2D":
3159	self.model_view.SetLabel("Show 1D")
3160	self.enable2D = True
3161
3162	else:
3163	self.model_view.SetLabel("Show 2D")
3164	self.enable2D = False
3165	self.Show(False)
3166	self.create_default_data()
3167	self._manager.store_data(self.uid, data_list=[self.data])
3168
3169	self.set_model_param_sizer(self.model)
3170	self._set_sizer_dispersion()
3171	self._set_weight(is_2D=self.enable2D)
3172	self._set_smear_buttons()
3173	self.Show(True)
3174	self.SetupScrolling()
3175	self._draw_model()
3176
3177	self.state.enable2D = copy.deepcopy(self.enable2D)
3178
3179	def _set_smear_buttons(self):
3180	"""
3181	Set semarer radio buttons
3182	"""
3183	# more disables for 2D
3184	if self.data.__class__.__name__ == "Data2D" or \
3185	self.enable2D:
3186	self.slit_smearer.Disable()
3187	self.pinhole_smearer.Enable(True)
3188	self.default_mask = copy.deepcopy(self.data.mask)
3189	else:
3190	self.slit_smearer.Enable(True)
3191	self.pinhole_smearer.Enable(True)
3192
3193
3194	class BGTextCtrl(wx.TextCtrl):
3195	"""
3196	Text control used to display outputs.
3197	No editing allowed. The background is
3198	grayed out. User can't select text.
3199	"""
3200	def __init__(self, args, *kwds):
3201	wx.TextCtrl.__init__(self, args, *kwds)
3202	self.SetEditable(False)
3203	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3204
3205	# Bind to mouse event to avoid text highlighting
3206	# The event will be skipped once the call-back
3207	# is called.
3208	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3209
3210	def _click(self, event):
3211	"""
3212	Prevent further handling of the mouse event
3213	by not calling Skip().
3214	"""
3215	pass

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SasView

source: sasview/src/sas/sasgui/perspectives/fitting/fitpage.py @ 9e308a3

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