fitpage.py @ 0be6b6b

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

Last change on this file since 0be6b6b was 0be6b6b, checked in by gonzalezm, 7 years ago
Fix tuple problem with spherical_sld
Property mode set to `100644`
File size: 126.6 KB

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

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SasView

source: sasview/src/sas/sasgui/perspectives/fitting/fitpage.py @ 0be6b6b

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