fitpage.py @ 8a51dea0

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

Last change on this file since 8a51dea0 was 8a51dea0, checked in by krzywon, 6 years ago
Run Layout on the fitpage during data and dispersity changes to fix orphan error box issue. Also make error text uneditable. refs #1069
Property mode set to `100644`
File size: 126.5 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/DOF (DOF=Npts-Npar fitted)")
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, 'Reduced Chi2')
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=wx.TE_READONLY)
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/resolution.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	for index, choice in enumerate(self.model.fun_list):
1729	fun_box.Append(choice, index)
1730
1731	def _on_select_accuracy(self, event):
1732	"""
1733	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
1734	"""
1735	# event.Skip()
1736	# Check if the accuracy is same as before
1737	# self.smear2d_accuracy = event.GetEventObject().GetValue()
1738	self.smear2d_accuracy = self.smear_accuracy.GetValue()
1739	if self.pinhole_smearer.GetValue():
1740	self.onPinholeSmear(event=None)
1741	else:
1742	self.onSmear(event=None)
1743	if self.current_smearer is not None:
1744	self.current_smearer.set_accuracy(accuracy=\
1745	self.smear2d_accuracy)
1746	event.Skip()
1747
1748	def _on_fun_box(self, event):
1749	"""
1750	Select an func: Erf,Rparabola,LParabola
1751	"""
1752	fun_val = None
1753	fun_box = event.GetEventObject()
1754	name = fun_box.Name
1755	value = fun_box.GetValue()
1756	if value in self.model.fun_list:
1757	fun_val = self.model.fun_list.index(value)
1758
1759	self.model.setParam(name, fun_val)
1760	# save state
1761	self._copy_parameters_state(self.str_parameters,
1762	self.state.str_parameters)
1763	# update params
1764	self._update_paramv_on_fit()
1765	# draw
1766	self._draw_model()
1767	self.Refresh()
1768	# get ready for new event
1769	event.Skip()
1770
1771	def _onMask(self, event):
1772	"""
1773	Build a panel to allow to edit Mask
1774	"""
1775	from sas.sasgui.guiframe.local_perspectives.plotting.masking import \
1776	MaskPanel as MaskDialog
1777
1778	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
1779	self.panel.ShowModal()
1780
1781	def _draw_masked_model(self, event):
1782	"""
1783	Draw model image w/mask
1784	"""
1785	is_valid_qrange = self._update_paramv_on_fit()
1786
1787	if is_valid_qrange and self.model is not None:
1788	self.panel.MakeModal(False)
1789	event.Skip()
1790	# try re draw the model plot if it exists
1791	self._draw_model()
1792	self.show_npts2fit()
1793	elif self.model is None:
1794	self.panel.MakeModal(False)
1795	event.Skip()
1796	self.show_npts2fit()
1797	msg = "No model is found on updating MASK in the model plot... "
1798	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
1799	else:
1800	event.Skip()
1801	msg = ' Please consider your Q range, too.'
1802	self.panel.ShowMessage(msg)
1803
1804	def _set_smear(self, data):
1805	"""
1806	Set_smear
1807	"""
1808	if data is None:
1809	return
1810	self.current_smearer = smear_selection(data, self.model)
1811	flag = self.disable_smearer.GetValue()
1812	if self.current_smearer is None:
1813	self.enable_smearer.Disable()
1814	else:
1815	self.enable_smearer.Enable()
1816	if not flag:
1817	self.onSmear(None)
1818
1819	def get_view_mode(self):
1820	"""
1821	return True if the panel allow 2D or False if 1D
1822	"""
1823	return self.enable2D
1824
1825	def compute_data_set_range(self, data_list):
1826	"""
1827	find the range that include all data in the set
1828	return the minimum and the maximum values
1829	"""
1830	if data_list is not None and data_list != []:
1831	for data in data_list:
1832	qmin, qmax, npts = self.compute_data_range(data)
1833	self.qmin_data_set = min(self.qmin_data_set, qmin)
1834	self.qmax_data_set = max(self.qmax_data_set, qmax)
1835	self.npts_data_set += npts
1836	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
1837
1838	def compute_data_range(self, data):
1839	"""
1840	compute the minimum and the maximum range of the data
1841	return the npts contains in data
1842	:param data:
1843	"""
1844	qmin, qmax, npts = None, None, None
1845	if data is not None:
1846	if not hasattr(data, "data"):
1847	try:
1848	qmin = min(data.x)
1849	# Maximum value of data
1850	qmax = max(data.x)
1851	npts = len(data.x)
1852	except:
1853	msg = "Unable to find min/max/length of \n data named %s" %\
1854	data.filename
1855	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
1856	info="error"))
1857	raise ValueError, msg
1858
1859	else:
1860	qmin = 0
1861	try:
1862	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
1863	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
1864	except:
1865	msg = "Unable to find min/max of \n data named %s" % \
1866	data.filename
1867	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
1868	info="error"))
1869	raise ValueError, msg
1870	# Maximum value of data
1871	qmax = math.sqrt(x * x + y * y)
1872	npts = len(data.data)
1873	return qmin, qmax, npts
1874
1875	def set_data(self, data):
1876	"""
1877	reset the current data
1878	"""
1879	id = None
1880	flag = False
1881	is_data = False
1882	npts = 0
1883	try:
1884	old_id = self.data.id
1885	old_group_id = self.data.group_id
1886	except:
1887	old_id = id
1888	old_group_id = id
1889	if self.data is not None:
1890	is_data = check_data_validity(self.data)
1891	if not is_data and data is not None:
1892	flag = True
1893	if data is not None:
1894	if is_data:
1895	self.graph_id = self.data.group_id
1896	flag = (data.id != self.data.id)
1897	self.data = data
1898	if check_data_validity(data):
1899	self.graph_id = data.group_id
1900	self.data.group_id = self.graph_id
1901
1902	if self.data is None:
1903	data_name = ""
1904	self._set_bookmark_flag(False)
1905	self._keep.Enable(False)
1906	self._set_save_flag(False)
1907	else:
1908	if self.model is not None:
1909	self._set_bookmark_flag(not self.batch_on)
1910	self._keep.Enable(not self.batch_on)
1911	if self.data.is_data:
1912	self._set_save_flag(True)
1913	self._set_preview_flag(True)
1914
1915	# more disables for 2D
1916	di_flag = False
1917	dq_flag = False
1918	if self.data.__class__.__name__ == "Data2D" or \
1919	self.enable2D:
1920	self.slit_smearer.Disable()
1921	self.pinhole_smearer.Enable(True)
1922	self.default_mask = copy.deepcopy(self.data.mask)
1923	if self.data.err_data is not None \
1924	and np.any(self.data.err_data):
1925	di_flag = True
1926	if self.data.dqx_data is not None \
1927	and np.any(self.data.dqx_data):
1928	dq_flag = True
1929	else:
1930	self.slit_smearer.Enable(True)
1931	self.pinhole_smearer.Enable(True)
1932	if self.data.dy is not None and np.any(self.data.dy):
1933	di_flag = True
1934	if self.data.dx is not None and np.any(self.data.dx):
1935	dq_flag = True
1936	elif self.data.dxl is not None and np.any(self.data.dxl):
1937	dq_flag = True
1938
1939	if dq_flag:
1940	self.enable_smearer.Enable(True)
1941	self.enable_smearer.SetValue(True)
1942	self.disable_smearer.SetValue(False)
1943	else:
1944	self.enable_smearer.Disable()
1945	self.disable_smearer.Enable(True)
1946	self.disable_smearer.SetValue(True)
1947
1948	if di_flag:
1949	self.dI_didata.Enable(True)
1950	self.dI_didata.SetValue(True)
1951	self.weightbt_string = self.dI_didata.GetLabelText()
1952	else:
1953	self.dI_didata.Enable(False)
1954	self.dI_noweight.SetValue(True)
1955	self.weightbt_string = self.dI_noweight.GetLabelText()
1956
1957	# Enable weighting radio buttons
1958	self.dI_noweight.Enable(True)
1959	self.dI_sqrdata.Enable(True)
1960	self.dI_idata.Enable(True)
1961
1962	self.formfactorbox.Enable()
1963	self.structurebox.Enable()
1964	data_name = self.data.name
1965	_, _, npts = self.compute_data_range(self.data)
1966	# set maximum range for x in linear scale
1967	if not hasattr(self.data, "data"): # Display only for 1D data fit
1968	self.btEditMask.Disable()
1969	self.EditMask_title.Disable()
1970	else:
1971	self.btEditMask.Enable()
1972	self.EditMask_title.Enable()
1973
1974	self.Npts_total.SetValue(str(npts))
1975	# default:number of data points selected to fit
1976	self.Npts_fit.SetValue(str(npts))
1977	self.Npts_total.SetEditable(False)
1978	self.Npts_total.SetBackgroundColour(
1979	self.GetParent().GetBackgroundColour())
1980
1981	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
1982	self.pointsbox.Disable()
1983	self.dataSource.SetValue(data_name)
1984	self.state.data = data
1985	self.enable_fit_button()
1986	# send graph_id to page_finder
1987	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
1988	# focus the page
1989	if check_data_validity(data):
1990	self.data_box_description.SetForegroundColour(wx.BLUE)
1991
1992	if self.batch_on:
1993	self.slit_smearer.Enable(False)
1994	self.pinhole_smearer.Enable(False)
1995	self.btEditMask.Disable()
1996	self.EditMask_title.Disable()
1997
1998	self.on_smear_helper()
1999	self.on_set_focus(None)
2000	self.Layout()
2001	self.Refresh()
2002	# update model plot with new data information
2003	if flag:
2004	if self.data.__class__.__name__ == "Data2D":
2005	self.enable2D = True
2006	self.model_view.SetLabel("2D Mode")
2007	else:
2008	self.enable2D = False
2009	self.model_view.SetLabel("1D Mode")
2010	self.model_view.Disable()
2011	# replace data plot on combo box selection
2012	# by removing the previous selected data
2013	try:
2014	wx.PostEvent(self._manager.parent,
2015	NewPlotEvent(action="delete",
2016	group_id=old_group_id, id=old_id))
2017	except:
2018	pass
2019	# plot the current selected data
2020	wx.PostEvent(self._manager.parent,
2021	NewPlotEvent(action="check", plot=self.data,
2022	title=str(self.data.title)))
2023	self._draw_model()
2024
2025	def _npts_click(self, event):
2026	"""
2027	Prevent further handling of the mouse event on Npts_total
2028	by not calling Skip().
2029	"""
2030	pass
2031
2032	def reset_page(self, state, first=False):
2033	"""
2034	reset the state
2035	"""
2036	try:
2037	self.reset_page_helper(state)
2038
2039	self.select_param()
2040	# Save state_fit
2041	self.save_current_state_fit()
2042	self.onSmear(None)
2043	self._onDraw(None)
2044	except:
2045	self._show_combox_helper()
2046	msg = "Error: This model state has missing or outdated "
2047	msg += "information.\n"
2048	msg += traceback.format_exc()
2049	wx.PostEvent(self._manager.parent,
2050	StatusEvent(status=msg, info="error"))
2051	self._lay_out()
2052	self.Refresh()
2053
2054	def get_range(self):
2055	"""
2056	return the fitting range
2057	"""
2058	return float(self.qmin_x), float(self.qmax_x)
2059
2060	def get_npts2fit(self):
2061	"""
2062	return numbers of data points within qrange
2063
2064	:Note: This is to normalize chisq by Npts of fit
2065
2066	"""
2067	if self.data is None:
2068	return
2069	npts2fit = 0
2070	qmin, qmax = self.get_range()
2071	if self.data.__class__.__name__ == "Data2D" or \
2072	self.enable2D:
2073	radius = np.sqrt(self.data.qx_data * self.data.qx_data +
2074	self.data.qy_data * self.data.qy_data)
2075	index_data = (self.qmin_x <= radius) & (radius <= self.qmax_x)
2076	index_data = (index_data) & (self.data.mask)
2077	index_data = (index_data) & (np.isfinite(self.data.data))
2078	npts2fit = len(self.data.data[index_data])
2079	else:
2080	for qx in self.data.x:
2081	if qmax >= qx >= qmin:
2082	npts2fit += 1
2083	return npts2fit
2084
2085	def show_npts2fit(self):
2086	"""
2087	setValue Npts for fitting
2088	"""
2089	self.Npts_fit.SetValue(str(self.get_npts2fit()))
2090
2091	def get_chi2(self):
2092	"""
2093	return the current chi2
2094	"""
2095	return self.tcChi.GetValue()
2096
2097	def onsetValues(self, chisqr, p_name, out, cov):
2098	"""
2099	Build the panel from the fit result
2100
2101	:param chisqr: Value of the goodness of fit metric
2102	:param p_name: the name of parameters
2103	:param out: list of parameter with the best value found during fitting
2104	:param cov: Covariance matrix
2105
2106	"""
2107
2108	# make sure stop button to fit button all the time
2109	self._on_fit_complete()
2110	if out is None or not np.isfinite(chisqr):
2111	raise ValueError, "Fit error occured..."
2112
2113	is_modified = False
2114	has_error = False
2115	dispersity = ''
2116
2117	# Hide textctrl boxes of errors.
2118	self._clear_Err_on_Fit()
2119
2120	# Check if chi2 is finite
2121	if chisqr is not None and np.isfinite(chisqr):
2122	# format chi2
2123	chi2 = format_number(chisqr, True)
2124	self.tcChi.SetValue(chi2)
2125	self.tcChi.Refresh()
2126	else:
2127	self.tcChi.SetValue("-")
2128
2129	# Hide error title
2130	if self.text2_3.IsShown() and not self.is_mac:
2131	self.text2_3.Hide()
2132
2133	try:
2134	if self.enable_disp.GetValue():
2135	if hasattr(self, "text_disp_1"):
2136	if self.text_disp_1 is not None and not self.is_mac:
2137	self.text_disp_1.Hide()
2138	except:
2139	dispersity = None
2140	pass
2141
2142	i = 0
2143	# Set the panel when fit result are list
2144
2145	for item in self.param_toFit:
2146	if len(item) > 5 and item is not None:
2147
2148	if item[0].IsShown():
2149	# reset error value to initial state
2150	if not self.is_mac:
2151	item[3].Hide()
2152	item[4].Hide()
2153	for ind in range(len(out)):
2154	if item[1] == p_name[ind]:
2155	break
2156	if len(out) > 0 and out[ind] is not None:
2157	val_out = format_number(out[ind], True)
2158	item[2].SetValue(val_out)
2159
2160	if(cov is not None and len(cov) == len(out)):
2161	try:
2162	if dispersity is not None:
2163	if self.enable_disp.GetValue():
2164	if hasattr(self, "text_disp_1"):
2165	if self.text_disp_1 is not None:
2166	if not self.text_disp_1.IsShown()\
2167	and not self.is_mac:
2168	self.text_disp_1.Show(True)
2169	except:
2170	pass
2171
2172	if cov[ind] is not None:
2173	if np.isfinite(float(cov[ind])):
2174	val_err = format_number(cov[ind], True)
2175	item[4].SetForegroundColour(wx.BLACK)
2176	else:
2177	val_err = 'NaN'
2178	item[4].SetForegroundColour(wx.RED)
2179	if not self.is_mac:
2180	item[3].Show(True)
2181	item[4].Show(True)
2182	item[4].SetValue(val_err)
2183	has_error = True
2184	i += 1
2185	else:
2186	raise ValueError, "onsetValues: Invalid parameters..."
2187	# Show error title when any errors displayed
2188	if has_error:
2189	if not self.text2_3.IsShown():
2190	self.text2_3.Show(True)
2191	# save current state
2192	self.save_current_state()
2193
2194	if not self.is_mac:
2195	self.Layout()
2196	self.Refresh()
2197	# plot model ( when drawing, do not update chisqr value again)
2198	self._draw_model(update_chisqr=False, source='fit')
2199
2200	def onWeighting(self, event):
2201	"""
2202	On Weighting radio button event, sets the weightbt_string
2203	"""
2204	self.weightbt_string = event.GetEventObject().GetLabelText()
2205	self._set_weight()
2206
2207	def _set_weight(self, is_2D=None):
2208	"""
2209	Set weight in fit problem
2210	"""
2211	# compute weight for the current data
2212	flag_weight = self.get_weight_flag()
2213	if is_2D is None:
2214	is_2D = self._is_2D()
2215	self._manager.set_fit_weight(uid=self.uid,
2216	flag=flag_weight,
2217	is2d=is_2D,
2218	fid=None)
2219
2220	def onPinholeSmear(self, event):
2221	"""
2222	Create a custom pinhole smear object that will change the way residuals
2223	are compute when fitting
2224
2225	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
2226	None for 1D
2227
2228	"""
2229	# Need update param values
2230	self._update_paramv_on_fit()
2231
2232	if event is not None:
2233	tcrtl = event.GetEventObject()
2234	# event case of radio button
2235	if tcrtl.GetValue():
2236	self.dx_percent = 0.0
2237	is_new_pinhole = True
2238	else:
2239	is_new_pinhole = self._is_changed_pinhole()
2240	else:
2241	is_new_pinhole = True
2242	# if any value is changed
2243	if is_new_pinhole:
2244	self._set_pinhole_smear()
2245	# hide all silt sizer
2246	self._hide_all_smear_info()
2247
2248	# show relevant slit sizers
2249	self._show_smear_sizer()
2250
2251	self.sizer_set_smearer.Layout()
2252	# we need FitInside here not just self.Layout to ensure all the sizers
2253	# end up with the necessasary space to in the scroll panel. In
2254	# particular the compute and fit buttons end up on top of each other
2255	# PDB Nov 28 2015.
2256	self.FitInside()
2257
2258	if event is not None:
2259	event.Skip()
2260	# self._undo.Enable(True)
2261	self.save_current_state()
2262	event = PageInfoEvent(page=self)
2263	wx.PostEvent(self.parent, event)
2264
2265	def _is_changed_pinhole(self):
2266	"""
2267	check if any of pinhole smear is changed
2268
2269	:return: True or False
2270
2271	"""
2272	# get the values
2273	pin_percent = self.smear_pinhole_percent.GetValue()
2274
2275	# Check changes in slit heigth
2276	try:
2277	dx_percent = float(pin_percent)
2278	except:
2279	return True
2280	if self.dx_percent != dx_percent:
2281	return True
2282	return False
2283
2284	def _set_pinhole_smear(self):
2285	"""
2286	Set custom pinhole smear
2287
2288	:return: msg
2289
2290	"""
2291	# copy data
2292	data = copy.deepcopy(self.data)
2293	if self._is_2D():
2294	self.smear_type = 'Pinhole2d'
2295	len_data = len(data.data)
2296	data.dqx_data = np.zeros(len_data)
2297	data.dqy_data = np.zeros(len_data)
2298	else:
2299	self.smear_type = 'Pinhole'
2300	len_data = len(data.x)
2301	data.dx = np.zeros(len_data)
2302	data.dxl = None
2303	data.dxw = None
2304	msg = None
2305
2306	get_pin_percent = self.smear_pinhole_percent
2307
2308	if not check_float(get_pin_percent):
2309	get_pin_percent.SetBackgroundColour("pink")
2310	msg = "Model Error:wrong value entered!!!"
2311	else:
2312	if len_data < 2:
2313	len_data = 2
2314	self.dx_percent = float(get_pin_percent.GetValue())
2315	if self.dx_percent < 0:
2316	get_pin_percent.SetBackgroundColour("pink")
2317	msg = "Model Error:This value can not be negative!!!"
2318	elif self.dx_percent is not None:
2319	percent = self.dx_percent/100
2320	if self._is_2D():
2321	data.dqx_data[data.dqx_data == 0] = percent * data.qx_data
2322	data.dqy_data[data.dqy_data == 0] = percent * data.qy_data
2323	else:
2324	data.dx = percent * data.x
2325	self.current_smearer = smear_selection(data, self.model)
2326	# 2D need to set accuracy
2327	if self._is_2D():
2328	self.current_smearer.set_accuracy(
2329	accuracy=self.smear2d_accuracy)
2330
2331	if msg is not None:
2332	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2333	else:
2334	get_pin_percent.SetBackgroundColour("white")
2335	# set smearing value whether or not the data contain the smearing info
2336
2337	enable_smearer = not self.disable_smearer.GetValue()
2338	self._manager.set_smearer(smearer=self.current_smearer,
2339	fid=self.data.id,
2340	qmin=float(self.qmin_x),
2341	qmax=float(self.qmax_x),
2342	enable_smearer=enable_smearer,
2343	uid=self.uid)
2344	return msg
2345
2346	def update_pinhole_smear(self):
2347	"""
2348	called by kill_focus on pinhole TextCntrl
2349	to update the changes
2350
2351	:return: False when wrong value was entered
2352
2353	"""
2354	# msg default
2355	msg = None
2356	# check if any value is changed
2357	if self._is_changed_pinhole():
2358	msg = self._set_pinhole_smear()
2359	wx.CallAfter(self.save_current_state)
2360
2361	if msg is not None:
2362	return False
2363	else:
2364	return True
2365
2366	def onSlitSmear(self, event):
2367	"""
2368	Create a custom slit smear object that will change the way residuals
2369	are compute when fitting
2370	"""
2371	# Need update param values
2372	self._update_paramv_on_fit()
2373
2374	# msg default
2375	msg = None
2376	# for event given
2377	if event is not None:
2378	tcrtl = event.GetEventObject()
2379	# event case of radio button
2380	if tcrtl.GetValue():
2381	self.dxl = 0.0
2382	self.dxw = 0.0
2383	is_new_slit = True
2384	else:
2385	is_new_slit = self._is_changed_slit()
2386	else:
2387	is_new_slit = True
2388
2389	# if any value is changed
2390	if is_new_slit:
2391	msg = self._set_slit_smear()
2392
2393	# hide all silt sizer
2394	self._hide_all_smear_info()
2395	# show relevant slit sizers
2396	self._show_smear_sizer()
2397	self.sizer_set_smearer.Layout()
2398	# we need FitInside here not just self.Layout to ensure all the sizers
2399	# end up with the necessasary space to in the scroll panel. In
2400	# particular the compute and fit buttons end up on top of each other
2401	# PDB Nov 28 2015.
2402	self.FitInside()
2403
2404	if event is not None:
2405	event.Skip()
2406	self.save_current_state()
2407	event = PageInfoEvent(page=self)
2408	wx.PostEvent(self.parent, event)
2409	if msg is not None:
2410	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
2411
2412	def _is_changed_slit(self):
2413	"""
2414	check if any of slit lengths is changed
2415
2416	:return: True or False
2417
2418	"""
2419	# get the values
2420	width = self.smear_slit_width.GetValue()
2421	height = self.smear_slit_height.GetValue()
2422
2423	# check and change the box bg color if it was pink
2424	# but it should be white now
2425	# because this is the case that _set_slit_smear() will not handle
2426	if height.lstrip().rstrip() == "":
2427	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2428	if width.lstrip().rstrip() == "":
2429	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2430
2431	# Check changes in slit width
2432	if width == "":
2433	dxw = 0.0
2434	else:
2435	try:
2436	dxw = float(width)
2437	except:
2438	return True
2439	if self.dxw != dxw:
2440	return True
2441
2442	# Check changes in slit heigth
2443	if height == "":
2444	dxl = 0.0
2445	else:
2446	try:
2447	dxl = float(height)
2448	except:
2449	return True
2450	if self.dxl != dxl:
2451	return True
2452
2453	return False
2454
2455	def _set_slit_smear(self):
2456	"""
2457	Set custom slit smear
2458
2459	:return: message to inform the user about the validity
2460	of the values entered for slit smear
2461	"""
2462	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
2463	return
2464	# make sure once more if it is smearer
2465	data = copy.deepcopy(self.data)
2466	data_len = len(data.x)
2467	data.dx = None
2468	data.dxl = None
2469	data.dxw = None
2470	msg = None
2471
2472	try:
2473	self.dxl = float(self.smear_slit_height.GetValue())
2474	data.dxl = self.dxl * np.ones(data_len)
2475	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2476	except:
2477	self.dxl = None
2478	data.dxl = np.zeros(data_len)
2479	if self.smear_slit_height.GetValue().lstrip().rstrip() != "":
2480	self.smear_slit_height.SetBackgroundColour("pink")
2481	msg = "Wrong value entered... "
2482	else:
2483	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
2484	try:
2485	self.dxw = float(self.smear_slit_width.GetValue())
2486	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2487	data.dxw = self.dxw * np.ones(data_len)
2488	except:
2489	self.dxw = None
2490	data.dxw = np.zeros(data_len)
2491	if self.smear_slit_width.GetValue().lstrip().rstrip() != "":
2492	self.smear_slit_width.SetBackgroundColour("pink")
2493	msg = "Wrong Fit value entered... "
2494	else:
2495	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
2496
2497	self.current_smearer = smear_selection(data, self.model)
2498	# set smearing value whether or not the data contain the smearing info
2499	enable_smearer = not self.disable_smearer.GetValue()
2500	self._manager.set_smearer(smearer=self.current_smearer,
2501	fid=self.data.id,
2502	qmin=float(self.qmin_x),
2503	qmax=float(self.qmax_x),
2504	enable_smearer=enable_smearer,
2505	uid=self.uid)
2506	return msg
2507
2508	def update_slit_smear(self):
2509	"""
2510	called by kill_focus on pinhole TextCntrl
2511	to update the changes
2512
2513	:return: False when wrong value was entered
2514
2515	"""
2516	# msg default
2517	msg = None
2518	# check if any value is changed
2519	if self._is_changed_slit():
2520	msg = self._set_slit_smear()
2521	# self._undo.Enable(True)
2522	self.save_current_state()
2523
2524	if msg is not None:
2525	return False
2526	else:
2527	return True
2528
2529	def onSmear(self, event):
2530	"""
2531	Create a smear object that will change the way residuals
2532	are computed when fitting
2533	"""
2534	if event is not None:
2535	event.Skip()
2536	if self.data is None:
2537	return
2538
2539	# Need update param values
2540	self._update_paramv_on_fit()
2541	if self.model is not None:
2542	if self.data.is_data:
2543	self._manager.page_finder[self.uid].add_data(data=self.data)
2544	temp_smearer = self.on_smear_helper()
2545
2546	self.sizer_set_smearer.Layout()
2547	# we need FitInside here not just self.Layout to ensure all the sizers
2548	# end up with the necessasary space to in the scroll panel. In
2549	# particular the compute and fit buttons end up on top of each other
2550	# PDB Nov 28 2015.
2551	self.FitInside()
2552	self._set_weight()
2553
2554	# set smearing value whether or not the data contain the smearing info
2555	enable_smearer = not self.disable_smearer.GetValue()
2556	wx.CallAfter(self._manager.set_smearer, uid=self.uid,
2557	smearer=temp_smearer,
2558	fid=self.data.id,
2559	qmin=float(self.qmin_x),
2560	qmax=float(self.qmax_x),
2561	enable_smearer=enable_smearer)
2562
2563	self.state.enable_smearer = self.enable_smearer.GetValue()
2564	self.state.disable_smearer = self.disable_smearer.GetValue()
2565	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
2566	self.state.slit_smearer = self.slit_smearer.GetValue()
2567
2568	def on_smear_helper(self, update=False):
2569	"""
2570	Help for onSmear
2571
2572	:param update: force or not to update
2573	"""
2574	self._get_smear_info()
2575	# renew smear sizer
2576	if self.smear_type is not None:
2577	self.smear_description_smear_type.SetValue(str(self.smear_type))
2578	self.smear_data_left.SetValue(str(self.dq_l))
2579	self.smear_data_right.SetValue(str(self.dq_r))
2580
2581	self._hide_all_smear_info()
2582	data = copy.deepcopy(self.data)
2583
2584	# make sure once more if it is smearer
2585	temp_smearer = smear_selection(data, self.model)
2586	if self.current_smearer != temp_smearer or update:
2587	self.current_smearer = temp_smearer
2588	if self.enable_smearer.GetValue():
2589	if self.current_smearer is None:
2590	wx.PostEvent(self._manager.parent,
2591	StatusEvent(status="Data contains no smearing information"))
2592	else:
2593	wx.PostEvent(self._manager.parent,
2594	StatusEvent(status="Data contains smearing information"))
2595
2596	self.smear_data_left.Show(True)
2597	self.smear_data_right.Show(True)
2598	temp_smearer = self.current_smearer
2599	elif self.disable_smearer.GetValue():
2600	self.smear_description_none.Show(True)
2601	elif self.pinhole_smearer.GetValue():
2602	self.onPinholeSmear(None)
2603	elif self.slit_smearer.GetValue():
2604	self.onSlitSmear(None)
2605	self._show_smear_sizer()
2606
2607	return temp_smearer
2608
2609	def on_complete_chisqr(self, event):
2610	"""
2611	Display result chisqr on the panel
2612	:event: activated by fitting/ complete after draw
2613	"""
2614	try:
2615	if event is None:
2616	output = "-"
2617	elif not np.isfinite(event.output):
2618	output = "-"
2619	else:
2620	output = event.output
2621	self.tcChi.SetValue(str(format_number(output, True)))
2622	self.state.tcChi = self.tcChi.GetValue()
2623	except:
2624	pass
2625
2626	def get_all_checked_params(self):
2627	"""
2628	Found all parameters current check and add them to list of parameters
2629	to fit
2630	"""
2631	self.param_toFit = []
2632	for item in self.parameters:
2633	if item[0].GetValue() and item not in self.param_toFit:
2634	if item[0].IsShown():
2635	self.param_toFit.append(item)
2636	for item in self.fittable_param:
2637	if item[0].GetValue() and item not in self.param_toFit:
2638	if item[0].IsShown():
2639	self.param_toFit.append(item)
2640	self.save_current_state_fit()
2641
2642	event = PageInfoEvent(page=self)
2643	wx.PostEvent(self.parent, event)
2644	param2fit = []
2645	for item in self.param_toFit:
2646	if item[0] and item[0].IsShown():
2647	param2fit.append(item[1])
2648	self._manager.set_param2fit(self.uid, param2fit)
2649
2650	def select_param(self, event=None):
2651	"""
2652	Select TextCtrl checked for fitting purpose and stores them
2653	in self.param_toFit=[] list
2654	"""
2655	self.param_toFit = []
2656	for item in self.parameters:
2657	# Skip t ifhe angle parameters if 1D data
2658	if self.data.__class__.__name__ != "Data2D" and\
2659	not self.enable2D:
2660	if item in self.orientation_params:
2661	continue
2662	# Select parameters to fit for list of primary parameters
2663	if item[0].GetValue() and item[0].IsShown():
2664	if not (item in self.param_toFit):
2665	self.param_toFit.append(item)
2666	else:
2667	#remove parameters from the fitting list
2668	if item in self.param_toFit:
2669	self.param_toFit.remove(item)
2670
2671	# Select parameters to fit for list of fittable parameters
2672	# with dispersion
2673	for item in self.fittable_param:
2674	# Skip t ifhe angle parameters if 1D data
2675	if self.data.__class__.__name__ != "Data2D" and\
2676	not self.enable2D:
2677	if item in self.orientation_params:
2678	continue
2679	if item[0].GetValue() and item[0].IsShown():
2680	if not (item in self.param_toFit):
2681	self.param_toFit.append(item)
2682	else:
2683	# remove parameters from the fitting list
2684	if item in self.param_toFit:
2685	self.param_toFit.remove(item)
2686
2687	# Calculate num. of angle parameters
2688	if self.data.__class__.__name__ == "Data2D" or \
2689	self.enable2D:
2690	len_orient_para = 0
2691	else:
2692	len_orient_para = len(self.orientation_params) # assume even len
2693	# Total num. of angle parameters
2694	if len(self.fittable_param) > 0:
2695	len_orient_para *= 2
2696
2697	self.save_current_state_fit()
2698	if event is not None:
2699	# post state to fit panel
2700	event = PageInfoEvent(page=self)
2701	wx.PostEvent(self.parent, event)
2702
2703	param2fit = []
2704	for item in self.param_toFit:
2705	if item[0] and item[0].IsShown():
2706	param2fit.append(item[1])
2707	self._manager.set_param2fit(self.uid, param2fit)
2708
2709	def set_model_param_sizer(self, model):
2710	"""
2711	Build the panel from the model content
2712
2713	:param model: the model selected in combo box for fitting purpose
2714
2715	"""
2716	self.sizer3.Clear(True)
2717	self.parameters = []
2718	self.str_parameters = []
2719	self.param_toFit = []
2720	self.fittable_param = []
2721	self.fixed_param = []
2722	self.orientation_params = []
2723	self.orientation_params_disp = []
2724
2725	if model is None:
2726	self.sizer3.Layout()
2727	self.SetupScrolling()
2728	return
2729
2730	box_description = wx.StaticBox(self, wx.ID_ANY, str("Model Parameters"))
2731	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
2732	sizer = wx.GridBagSizer(5, 5)
2733	# save the current model
2734	self.model = model
2735
2736	keys = self.model.getParamList()
2737
2738	# list of dispersion parameters
2739	self.disp_list = self.model.getDispParamList()
2740
2741	def custom_compare(a, b):
2742	"""
2743	Custom compare to order, first by alphabets then second by number.
2744	"""
2745	# number at the last digit
2746	a_last = a[len(a) - 1]
2747	b_last = b[len(b) - 1]
2748	# default
2749	num_a = None
2750	num_b = None
2751	# split the names
2752	a2 = a.lower().split('_')
2753	b2 = b.lower().split('_')
2754	# check length of a2, b2
2755	len_a2 = len(a2)
2756	len_b2 = len(b2)
2757	# check if it contains a int number(<10)
2758	try:
2759	num_a = int(a_last)
2760	except:
2761	pass
2762	try:
2763	num_b = int(b_last)
2764	except:
2765	pass
2766	# Put 'scale' near the top; happens
2767	# when numbered param name exists
2768	if a == 'scale':
2769	return -1
2770	# both have a number
2771	if num_a is not None and num_b is not None:
2772	if num_a > num_b:
2773	return -1
2774	# same number
2775	elif num_a == num_b:
2776	# different last names
2777	if a2[len_a2 - 1] != b2[len_b2 - 1] and num_a != 0:
2778	return -cmp(a2[len_a2 - 1], b2[len_b2 - 1])
2779	else:
2780	return cmp(a, b)
2781	else:
2782	return 1
2783	# one of them has a number
2784	elif num_a is not None:
2785	return 1
2786	elif num_b is not None:
2787	return -1
2788	# no numbers
2789	else:
2790	return cmp(a.lower(), b.lower())
2791
2792	# keys obtained now from ordered dict, so commenting alphabetical
2793	# ordering keys.sort(custom_compare)
2794
2795	iy = 0
2796	ix = 0
2797	sizer.Add(wx.StaticText(self, wx.ID_ANY, 'Parameter'),
2798	(iy, ix), (1, 1), wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2799	ix += 1
2800	self.text2_2 = wx.StaticText(self, wx.ID_ANY, 'Value')
2801	sizer.Add(self.text2_2, (iy, ix), (1, 1),
2802	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2803	ix += 2
2804	self.text2_3 = wx.StaticText(self, wx.ID_ANY, 'Error')
2805	sizer.Add(self.text2_3, (iy, ix), (1, 1),
2806	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2807	if not self.is_mac:
2808	self.text2_3.Hide()
2809	ix += 1
2810	self.text2_min = wx.StaticText(self, wx.ID_ANY, 'Min')
2811	sizer.Add(self.text2_min, (iy, ix), (1, 1),
2812	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2813	# self.text2_min.Hide()
2814	ix += 1
2815	self.text2_max = wx.StaticText(self, wx.ID_ANY, 'Max')
2816	sizer.Add(self.text2_max, (iy, ix), (1, 1),
2817	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2818	# self.text2_max.Hide()
2819	ix += 1
2820	self.text2_4 = wx.StaticText(self, wx.ID_ANY, '[Units]')
2821	sizer.Add(self.text2_4, (iy, ix), (1, 1),
2822	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2823	self.text2_4.Hide()
2824
2825	CHECK_STATE = False
2826	for item in keys:
2827
2828	if item not in self.disp_list and not item in \
2829	self.model.orientation_params:
2830
2831	# prepare a spot to store errors
2832	if item not in self.model.details:
2833	self.model.details[item] = ["", None, None]
2834
2835	iy += 1
2836	ix = 0
2837	if (self.model.__class__ in
2838	self.model_list_box["Multi-Functions"] or
2839	self.temp_multi_functional)\
2840	and (item in self.model.non_fittable):
2841	non_fittable_name = wx.StaticText(self, wx.ID_ANY, item)
2842	sizer.Add(non_fittable_name, (iy, ix), (1, 1),
2843	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 21)
2844	# add parameter value
2845	ix += 1
2846	value = self.model.getParam(item)
2847	if len(self.model.fun_list) > 0:
2848	# num = item.split('_')[1][5:7]
2849	fun_box = wx.ComboBox(self, wx.ID_ANY, size=(100, -1),
2850	style=wx.CB_READONLY, name='%s' % item)
2851	self._set_fun_box_list(fun_box)
2852	fun_box.SetSelection(0)
2853	# self.fun_box.SetToolTipString("A function
2854	# describing the interface")
2855	wx.EVT_COMBOBOX(fun_box, wx.ID_ANY, self._on_fun_box)
2856	else:
2857	fun_box = ModelTextCtrl(self, wx.ID_ANY,
2858	size=(_BOX_WIDTH, 20),
2859	style=wx.TE_PROCESS_ENTER, name='%s' % item)
2860	fun_box.SetToolTipString(
2861	"Hit 'Enter' after typing to update the plot.")
2862	fun_box.SetValue(format_number(value, True))
2863	sizer.Add(fun_box, (iy, ix), (1, 1), wx.EXPAND)
2864	self.str_parameters.append([None, item, fun_box,
2865	None, None, None,
2866	None, None])
2867	else:
2868	# add parameters name with checkbox for selecting to fit
2869	cb = wx.CheckBox(self, wx.ID_ANY, item)
2870	cb.SetValue(CHECK_STATE)
2871	cb.SetToolTipString(" Check mark to fit.")
2872	# cb.SetValue(True)
2873	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
2874
2875	sizer.Add(cb, (iy, ix), (1, 1),
2876	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
2877
2878	# add parameter value
2879	ix += 1
2880	value = self.model.getParam(item)
2881	ctl1 = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
2882	style=wx.TE_PROCESS_ENTER)
2883	ctl1.SetToolTipString(
2884	"Hit 'Enter' after typing to update the plot.")
2885	ctl1.SetValue(format_number(value, True))
2886	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
2887	# text to show error sign
2888	ix += 1
2889	text2 = wx.StaticText(self, wx.ID_ANY, '+/-')
2890	sizer.Add(text2, (iy, ix), (1, 1),
2891	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2892	if not self.is_mac:
2893	text2.Hide()
2894	ix += 1
2895	ctl2 = wx.TextCtrl(self, wx.ID_ANY,
2896	size=(_BOX_WIDTH / 1.2, 20),
2897	style=wx.TE_READONLY)
2898	sizer.Add(ctl2, (iy, ix), (1, 1),
2899	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2900	if not self.is_mac:
2901	ctl2.Hide()
2902
2903	ix += 1
2904	ctl3 = ModelTextCtrl(self, wx.ID_ANY,
2905	size=(_BOX_WIDTH / 1.9, 20),
2906	style=wx.TE_PROCESS_ENTER,
2907	text_enter_callback=self._onparamRangeEnter)
2908	min_bound = self.model.details[item][1]
2909	if min_bound is not None:
2910	ctl3.SetValue(format_number(min_bound, True))
2911
2912	sizer.Add(ctl3, (iy, ix), (1, 1),
2913	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2914
2915	ix += 1
2916	ctl4 = ModelTextCtrl(self, wx.ID_ANY,
2917	size=(_BOX_WIDTH / 1.9, 20),
2918	style=wx.TE_PROCESS_ENTER,
2919	text_enter_callback=self._onparamRangeEnter)
2920	max_bound = self.model.details[item][2]
2921	if max_bound is not None:
2922	ctl4.SetValue(format_number(max_bound, True))
2923	sizer.Add(ctl4, (iy, ix), (1, 1),
2924	wx.EXPAND \| wx.FIXED_MINSIZE, 0)
2925
2926	ix += 1
2927	# Units
2928	if item in self.model.details:
2929	units = wx.StaticText(self, wx.ID_ANY,
2930	self.model.details[item][0], style=wx.ALIGN_LEFT)
2931	else:
2932	units = wx.StaticText(self, wx.ID_ANY, "",
2933	style=wx.ALIGN_LEFT)
2934	sizer.Add(units, (iy, ix), (1, 1),
2935	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
2936
2937	self.parameters.append([cb, item, ctl1,
2938	text2, ctl2, ctl3, ctl4, units])
2939
2940	iy += 1
2941	sizer.Add((10, 10), (iy, ix), (1, 1),
2942	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2943
2944	# type can be either Guassian or Array
2945	if len(self.model.dispersion.values()) > 0:
2946	type = self.model.dispersion.values()[0]["type"]
2947	else:
2948	type = "Gaussian"
2949
2950	iy += 1
2951	ix = 0
2952	# Add tile for orientational angle
2953	for item in keys:
2954	if item in self.model.orientation_params:
2955	orient_angle = wx.StaticText(self, wx.ID_ANY, '[For 2D only]:')
2956	mag_on_button = wx.Button(self, wx.ID_ANY, "Magnetic ON")
2957	mag_on_button.SetToolTipString("Turn Pol Beam/Mag scatt on/off")
2958	mag_on_button.Bind(wx.EVT_BUTTON, self._on_mag_on)
2959	mag_angle_help_button = wx.Button(self, wx.ID_ANY,
2960	"Magnetic angles?")
2961	mag_angle_help_button.SetToolTipString("see angle definitions")
2962	mag_help_button = wx.Button(self, wx.ID_ANY, "Mag HELP")
2963	mag_help_button.SetToolTipString("Help on pol beam/mag fitting")
2964	mag_help_button.Bind(wx.EVT_BUTTON, self._on_mag_help)
2965	mag_angle_help_button.Bind(wx.EVT_BUTTON,
2966	self._on_mag_angle_help)
2967	sizer.Add(orient_angle, (iy, ix), (1, 1),
2968	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2969	iy += 1
2970	sizer.Add(mag_on_button, (iy, ix), (1, 1),
2971	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2972	ix += 1
2973	sizer.Add(mag_angle_help_button, (iy, ix), (1, 1),
2974	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2975	sizer.Add(mag_help_button, (iy, ix + 1), (1, 1),
2976	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
2977
2978	# handle the magnetic buttons
2979	# clean this up so that assume mag is off then turn
2980	# all buttons on IF mag has mag and has 2D
2981	if not self._has_magnetic:
2982	mag_on_button.Show(False)
2983	elif not self.data.__class__.__name__ == "Data2D":
2984	mag_on_button.Show(False)
2985	else:
2986	mag_on_button.Show(True)
2987	mag_help_button.Show(False)
2988	mag_angle_help_button.Show(False)
2989	if mag_on_button.IsShown():
2990	if self.magnetic_on:
2991	mag_on_button.SetLabel("Magnetic OFF")
2992	mag_help_button.Show(True)
2993	mag_angle_help_button.Show(True)
2994	else:
2995	mag_on_button.SetLabel("Magnetic ON")
2996	mag_help_button.Show(False)
2997	mag_angle_help_button.Show(False)
2998
2999	if not self.data.__class__.__name__ == "Data2D" and \
3000	not self.enable2D:
3001	orient_angle.Hide()
3002	else:
3003	orient_angle.Show(True)
3004	break
3005
3006	# For Gaussian only
3007	if type.lower() != "array":
3008	for item in self.model.orientation_params:
3009	if not self.magnetic_on:
3010	if item in self.model.magnetic_params:
3011	continue
3012	if item not in self.disp_list:
3013	# prepare a spot to store min max
3014	if item not in self.model.details:
3015	self.model.details[item] = ["", None, None]
3016
3017	iy += 1
3018	ix = 0
3019	# add parameters name with checkbox for selecting to fit
3020	cb = wx.CheckBox(self, wx.ID_ANY, item)
3021	cb.SetValue(CHECK_STATE)
3022	cb.SetToolTipString("Check mark to fit")
3023	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
3024	if self.data.__class__.__name__ == "Data2D" or \
3025	self.enable2D:
3026	cb.Show(True)
3027	else:
3028	cb.Hide()
3029	sizer.Add(cb, (iy, ix), (1, 1),
3030	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
3031
3032	# add parameter value
3033	ix += 1
3034	value = self.model.getParam(item)
3035	ctl1 = ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
3036	style=wx.TE_PROCESS_ENTER)
3037	ctl1.SetToolTipString(
3038	"Hit 'Enter' after typing to update the plot.")
3039	ctl1.SetValue(format_number(value, True))
3040	if self.data.__class__.__name__ == "Data2D" or \
3041	self.enable2D:
3042	ctl1.Show(True)
3043	else:
3044	ctl1.Hide()
3045	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
3046	# text to show error sign
3047	ix += 1
3048	text2 = wx.StaticText(self, -1, '+/-')
3049	sizer.Add(text2, (iy, ix), (1, 1),
3050	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3051
3052	text2.Hide()
3053	ix += 1
3054	ctl2 = wx.TextCtrl(self, -1,
3055	size=(_BOX_WIDTH / 1.2, 20), style=0)
3056	sizer.Add(ctl2, (iy, ix), (1, 1),
3057	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3058
3059	ctl2.Hide()
3060
3061	ix += 1
3062	ctl3 = ModelTextCtrl(self, -1,
3063	size=(_BOX_WIDTH / 1.8, 20),
3064	style=wx.TE_PROCESS_ENTER,
3065	text_enter_callback=self._onparamRangeEnter)
3066
3067	sizer.Add(ctl3, (iy, ix), (1, 1),
3068	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3069	ctl3.Hide()
3070
3071	ix += 1
3072	ctl4 = ModelTextCtrl(self, -1,
3073	size=(_BOX_WIDTH / 1.8, 20),
3074	style=wx.TE_PROCESS_ENTER,
3075	text_enter_callback=self._onparamRangeEnter)
3076	sizer.Add(ctl4, (iy, ix), (1, 1),
3077	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3078
3079	ctl4.Hide()
3080
3081	if self.data.__class__.__name__ == "Data2D" or \
3082	self.enable2D:
3083	if self.is_mac:
3084	text2.Show(True)
3085	ctl2.Show(True)
3086	ctl3.Show(True)
3087	ctl4.Show(True)
3088
3089	ix += 1
3090	# Units
3091	if item in self.model.details:
3092	units = wx.StaticText(self, -1,
3093	self.model.details[item][0],
3094	style=wx.ALIGN_LEFT)
3095	else:
3096	units = wx.StaticText(self, -1, "",
3097	style=wx.ALIGN_LEFT)
3098	if self.data.__class__.__name__ == "Data2D" or \
3099	self.enable2D:
3100	units.Show(True)
3101	else:
3102	units.Hide()
3103
3104	sizer.Add(units, (iy, ix), (1, 1),
3105	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
3106
3107	self.parameters.append([cb, item, ctl1,
3108	text2, ctl2, ctl3, ctl4, units])
3109	self.orientation_params.append([cb, item, ctl1,
3110	text2, ctl2, ctl3, ctl4, units])
3111
3112	iy += 1
3113	box_description.SetForegroundColour(wx.BLUE)
3114	# Display units text on panel
3115	for item in keys:
3116	if item in self.model.details:
3117	self.text2_4.Show()
3118	# Fill the list of fittable parameters
3119	self.get_all_checked_params()
3120	self.save_current_state_fit()
3121	boxsizer1.Add(sizer)
3122	self.sizer3.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
3123	self.sizer3.Layout()
3124	self.Layout()
3125
3126	def on_right_down(self, event):
3127	"""
3128	Get key stroke event
3129	"""
3130	if self.data is None:
3131	return
3132	# Figuring out key combo: Cmd for copy, Alt for paste
3133	if event.AltDown() and event.ShiftDown():
3134	flag = True
3135	elif event.AltDown() or event.ShiftDown():
3136	flag = False
3137	else:
3138	return
3139	# make event free
3140	event.Skip()
3141	# messages depending on the flag
3142	if not flag:
3143	infor = 'warning'
3144	# inform msg to wx
3145	wx.PostEvent(self._manager.parent,
3146	StatusEvent(status=msg, info=infor))
3147
3148	def _onModel2D(self, event):
3149	"""
3150	toggle view of model from 1D to 2D or 2D from 1D
3151	"""
3152	if self.model_view.GetLabelText() == "Show 2D":
3153	self.model_view.SetLabel("Show 1D")
3154	self.enable2D = True
3155
3156	else:
3157	self.model_view.SetLabel("Show 2D")
3158	self.enable2D = False
3159	self.Show(False)
3160	self.create_default_data()
3161	self._manager.store_data(self.uid, data_list=[self.data])
3162
3163	self.set_model_param_sizer(self.model)
3164	self._set_sizer_dispersion()
3165	self._set_weight(is_2D=self.enable2D)
3166	self._set_smear_buttons()
3167	self.Show(True)
3168	self.SetupScrolling()
3169	self._draw_model()
3170
3171	self.state.enable2D = copy.deepcopy(self.enable2D)
3172
3173	def _set_smear_buttons(self):
3174	"""
3175	Set semarer radio buttons
3176	"""
3177	# more disables for 2D
3178	if self.data.__class__.__name__ == "Data2D" or \
3179	self.enable2D:
3180	self.slit_smearer.Disable()
3181	self.pinhole_smearer.Enable(True)
3182	self.default_mask = copy.deepcopy(self.data.mask)
3183	else:
3184	self.slit_smearer.Enable(True)
3185	self.pinhole_smearer.Enable(True)
3186
3187
3188	class BGTextCtrl(wx.TextCtrl):
3189	"""
3190	Text control used to display outputs.
3191	No editing allowed. The background is
3192	grayed out. User can't select text.
3193	"""
3194	def __init__(self, args, *kwds):
3195	wx.TextCtrl.__init__(self, args, *kwds)
3196	self.SetEditable(False)
3197	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
3198
3199	# Bind to mouse event to avoid text highlighting
3200	# The event will be skipped once the call-back
3201	# is called.
3202	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
3203
3204	def _click(self, event):
3205	"""
3206	Prevent further handling of the mouse event
3207	by not calling Skip().
3208	"""
3209	pass

Note: See TracBrowser for help on using the repository browser.

SasView

source: sasview/src/sas/sasgui/perspectives/fitting/fitpage.py @ 8a51dea0

Download in other formats: