fitpage.py @ 7cde638

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

Last change on this file since 7cde638 was ed2276f, checked in by GitHub <noreply@…>, 8 years ago
Merge branch 'master' into numpy_import
Property mode set to `100644`
File size: 126.0 KB

Rev	Line
[682c432]	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
[9a5097c]	8	import numpy as np
[682c432]	9	import copy
	10	import math
	11	import time
[6c382da]	12	import traceback
[cb4ef58]	13
	14	from sasmodels.weights import MODELS as POLYDISPERSITY_MODELS
	15
[c8e1996]	16	from sas.sasgui.guiframe.events import StatusEvent, NewPlotEvent, \
	17	PlotQrangeEvent
[d85c194]	18	from sas.sasgui.guiframe.dataFitting import check_data_validity
[c8e1996]	19	from sas.sasgui.guiframe.utils import format_number, check_float
[d85c194]	20	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
[682c432]	21
[c8e1996]	22	from sas.sasgui.perspectives.fitting.basepage import BasicPage as BasicPage
	23	from sas.sasgui.perspectives.fitting.basepage import PageInfoEvent as \
	24	PageInfoEvent
	25	from sas.sascalc.data_util.qsmearing import smear_selection
	26	from .basepage import ModelTextCtrl
	27
[682c432]	28	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
	29	_BOX_WIDTH = 76
	30	_DATA_BOX_WIDTH = 300
	31	SMEAR_SIZE_H = 0.00
[4387385]	32	CUSTOM_MODEL = 'Plugin Models'
[682c432]	33
	34	class FitPage(BasicPage):
	35	"""
	36	FitPanel class contains fields allowing to display results when
	37	fitting a model and one data
	38
	39	:note: For Fit to be performed the user should check at least one parameter
	40	on fit Panel window.
	41	"""
	42
	43	def __init__(self, parent, color=None):
	44	"""
	45	Initialization of the Panel
	46	"""
	47	BasicPage.__init__(self, parent, color=color)
	48
[c8e1996]	49	# draw sizer
[682c432]	50	self._fill_data_sizer()
	51	self.is_2D = None
	52	self.fit_started = False
	53	self.weightbt_string = None
	54	self.m_name = None
	55	# get smear info from data
	56	self._get_smear_info()
	57	self._fill_model_sizer(self.sizer1)
	58	self._get_defult_custom_smear()
	59	self._fill_range_sizer()
	60	self._set_smear(self.data)
	61	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
	62	# bind key event
	63	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
	64	self._set_bookmark_flag(False)
	65	self._set_save_flag(False)
	66	self._set_preview_flag(False)
	67	self._set_copy_flag(False)
	68	self._set_paste_flag(False)
	69	self.btFit.SetFocus()
	70	self.enable_fit_button()
	71	self.fill_data_combobox(data_list=self.data_list)
[c8e1996]	72	# create a default data for an empty panel
[682c432]	73	self.create_default_data()
	74	self._manager.frame.Bind(wx.EVT_SET_FOCUS, self.on_set_focus)
	75
	76	def enable_fit_button(self):
	77	"""
	78	Enable fit button if data is valid and model is valid
	79	"""
	80	flag = check_data_validity(self.data) & (self.model is not None)
	81	self.btFit.Enable(flag)
[bf44249e]	82
[682c432]	83	def on_set_focus(self, event):
	84	"""
[bf44249e]	85	Override the basepage focus method to ensure the save flag is set
[682c432]	86	properly when focusing on the fit page.
	87	"""
	88	flag = check_data_validity(self.data) & (self.model is not None)
	89	self._set_save_flag(flag)
	90	self.parent.on_set_focus(event)
[85ccd3a]	91	self.on_tap_focus()
[682c432]	92
	93	def _fill_data_sizer(self):
	94	"""
	95	fill sizer 0 with data info
	96	"""
[6f16e25]	97	self.data_box_description = wx.StaticBox(self, wx.ID_ANY,
	98	'I(q) Data Source')
[682c432]	99	if check_data_validity(self.data):
	100	dname_color = wx.BLUE
	101	else:
	102	dname_color = wx.RED
	103	self.data_box_description.SetForegroundColour(dname_color)
	104	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
[c8e1996]	105	# ----------------------------------------------------------
[682c432]	106	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
[6f16e25]	107	self.dataSource = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
	108	wx.EVT_COMBOBOX(self.dataSource, wx.ID_ANY, self.on_select_data)
[682c432]	109	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
[6f16e25]	110	sizer_data.Add(wx.StaticText(self, wx.ID_ANY, 'Name : '))
[682c432]	111	sizer_data.Add(self.dataSource)
	112	sizer_data.Add((0, 5))
	113	boxsizer1.Add(sizer_data, 0, wx.ALL, 10)
	114	self.sizer0.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
	115	self.sizer0.Layout()
	116
	117	def enable_datasource(self):
	118	"""
	119	Enable or disable data source control depending on existing data
	120	"""
	121	if not self.data_list:
	122	self.dataSource.Disable()
	123	else:
	124	self.dataSource.Enable()
	125
	126	def fill_data_combobox(self, data_list):
	127	"""
	128	Get a list of data and fill the corresponding combobox
	129	"""
	130	self.dataSource.Clear()
	131	self.data_list = data_list
	132	self.enable_datasource()
	133	if len(data_list) > 0:
[c8e1996]	134	# find the maximum range covering all data
[682c432]	135	qmin, qmax, npts = self.compute_data_set_range(data_list)
	136	self.qmin_data_set = qmin
	137	self.qmax_data_set = qmax
	138	self.npts_data_set = npts
	139
	140	self.qmin.SetValue(str(self.qmin_data_set))
	141	self.qmax.SetValue(str(self.qmax_data_set))
	142	self.qmin.SetBackgroundColour("white")
	143	self.qmax.SetBackgroundColour("white")
	144	self.qmin_x = self.qmin_data_set
	145	self.qmax_x = self.qmax_data_set
	146	self.state.qmin = self.qmin_x
	147	self.state.qmax = self.qmax_x
	148	is_data = False
	149	for data in self.data_list:
	150	if data is not None:
	151	self.dataSource.Append(str(data.name), clientData=data)
	152	if not is_data:
	153	is_data = check_data_validity(data)
	154	if is_data:
	155	self.dataSource.SetSelection(0)
	156	self.on_select_data(event=None)
	157
	158	if len(data_list) == 1:
	159	self.dataSource.Disable()
	160
	161	def on_select_data(self, event=None):
	162	"""
	163	On_select_data
	164	"""
[27ba79c]	165	if self.dataSource.GetCount() > 0:
	166	pos = self.dataSource.GetSelection() if event is not None else 0
[682c432]	167	data = self.dataSource.GetClientData(pos)
	168	self.set_data(data)
	169
	170	def _on_fit_complete(self):
	171	"""
	172	When fit is complete ,reset the fit button label.
	173	"""
	174	self.fit_started = False
	175	self.set_fitbutton()
	176
	177	def _is_2D(self):
	178	"""
	179	Check if data_name is Data2D
	180
	181	:return: True or False
	182	"""
	183	if self.data.__class__.__name__ == "Data2D" or \
	184	self.enable2D:
	185	return True
	186	return False
	187
	188	def _fill_range_sizer(self):
	189	"""
[7801df8]	190	Fill the Fitting sizer on the fit panel which contains: the smearing
	191	information (dq), the weighting information (dI or other), the plotting
	192	range, access to the 2D mask editor, the compute, fit, and help
	193	buttons, xi^2, number of points etc.
[682c432]	194	"""
[c8e1996]	195	is_2d_data = False
[682c432]	196
	197	# Check if data is 2D
	198	if self.data.__class__.__name__ == "Data2D" or \
	199	self.enable2D:
[c8e1996]	200	is_2d_data = True
[682c432]	201
	202	title = "Fitting"
[c8e1996]	203	# smear messages & titles
[682c432]	204	smear_message_none = "No smearing is selected..."
	205	smear_message_dqdata = "The dQ data is being used for smearing..."
	206	smear_message_2d = \
	207	"Higher accuracy is very time-expensive. Use it with care..."
	208	smear_message_new_ssmear = \
	209	"Please enter only the value of interest to customize smearing..."
	210	smear_message_new_psmear = \
[7e98655]	211	"Please enter a fixed percentage to be applied to all Q values..."
[682c432]	212	smear_message_2d_x_title = "<dQp>[1/A]:"
	213	smear_message_2d_y_title = "<dQs>[1/A]:"
[7e98655]	214	smear_message_pinhole_percent_title = "dQ[%]:"
[682c432]	215	smear_message_slit_height_title = "Slit height[1/A]:"
	216	smear_message_slit_width_title = "Slit width[1/A]:"
	217
	218	self._get_smear_info()
	219
[c8e1996]	220	# Sizers
[6f16e25]	221	box_description_range = wx.StaticBox(self, wx.ID_ANY, str(title))
[682c432]	222	box_description_range.SetForegroundColour(wx.BLUE)
	223	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
	224	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
	225	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
	226	self.sizer_new_smear = wx.BoxSizer(wx.HORIZONTAL)
	227	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
	228	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
[6f16e25]	229	smear_set_box = wx.StaticBox(self, wx.ID_ANY,
	230	'Set Instrumental Smearing')
[682c432]	231	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
	232	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
	233
[6f16e25]	234	weighting_set_box = wx.StaticBox(self, wx.ID_ANY,
[bf44249e]	235	'Set Weighting by Selecting dI Source')
[682c432]	236	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
	237	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
	238	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
[c8e1996]	239	# Filling the sizer containing weighting info.
[6f16e25]	240	self.dI_noweight = wx.RadioButton(self, wx.ID_ANY,
	241	'No Weighting', style=wx.RB_GROUP)
	242	self.dI_didata = wx.RadioButton(self, wx.ID_ANY, 'Use dI Data')
	243	self.dI_sqrdata = wx.RadioButton(self, wx.ID_ANY, 'Use \|sqrt(I Data)\|')
	244	self.dI_idata = wx.RadioButton(self, wx.ID_ANY, 'Use \|I Data\|')
[682c432]	245	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
	246	id=self.dI_noweight.GetId())
	247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
	248	id=self.dI_didata.GetId())
	249	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
	250	id=self.dI_sqrdata.GetId())
	251	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
	252	id=self.dI_idata.GetId())
[be36447]	253	self.dI_noweight.SetValue(True)
[682c432]	254	# add 4 types of weighting to the sizer
	255	sizer_weighting.Add(self.dI_noweight, 0, wx.LEFT, 10)
	256	sizer_weighting.Add((14, 10))
	257	sizer_weighting.Add(self.dI_didata)
	258	sizer_weighting.Add((14, 10))
	259	sizer_weighting.Add(self.dI_sqrdata)
	260	sizer_weighting.Add((14, 10))
	261	sizer_weighting.Add(self.dI_idata)
	262	sizer_weighting.Add((10, 10))
[be36447]	263	self.dI_noweight.Enable(True)
[682c432]	264	self.dI_didata.Enable(False)
	265	self.dI_sqrdata.Enable(False)
	266	self.dI_idata.Enable(False)
	267	weighting_box.Add(sizer_weighting)
	268
	269	# combobox for smear2d accuracy selection
[6f16e25]	270	self.smear_accuracy = wx.ComboBox(self, wx.ID_ANY,
	271	size=(50, -1), style=wx.CB_READONLY)
[682c432]	272	self._set_accuracy_list()
	273	self.smear_accuracy.SetValue(self.smear2d_accuracy)
	274	self.smear_accuracy.SetSelection(0)
[6f16e25]	275	self.smear_accuracy.SetToolTipString(
[682c432]	276	"'Higher' uses more Gaussian points for smearing computation.")
	277
[6f16e25]	278	wx.EVT_COMBOBOX(self.smear_accuracy, wx.ID_ANY,
	279	self._on_select_accuracy)
[682c432]	280
[c8e1996]	281	# Fit button
[6f16e25]	282	self.btFit = wx.Button(self, self._ids.next(), 'Fit')
[682c432]	283	self.default_bt_colour = self.btFit.GetDefaultAttributes()
	284	self.btFit.Bind(wx.EVT_BUTTON, self._onFit, id=self.btFit.GetId())
	285	self.btFit.SetToolTipString("Start fitting.")
	286
[c8e1996]	287	# General Help button
[6f16e25]	288	self.btFitHelp = wx.Button(self, wx.ID_ANY, 'Help')
[d06c34c]	289	self.btFitHelp.SetToolTipString("General fitting help.")
[7801df8]	290	self.btFitHelp.Bind(wx.EVT_BUTTON, self._onFitHelp)
	291
[c8e1996]	292	# Resolution Smearing Help button (for now use same technique as
	293	# used for dI help to get tiniest possible button that works
	294	# both on MAC and PC. Should completely rewrite the fitting sizer
	295	# in future. This is minimum to get out release 3.1
[f3dc56c]	296	# comment June 14, 2015 --- PDB
	297	if sys.platform.count("win32") > 0:
[c8e1996]	298	size_q = (20, 15) # on PC
[f3dc56c]	299	else:
[c8e1996]	300	size_q = (30, 20) # on MAC
[6f16e25]	301	self.btSmearHelp = wx.Button(self, wx.ID_ANY, '?',
	302	style=wx.BU_EXACTFIT, size=size_q)
[d06c34c]	303	self.btSmearHelp.SetToolTipString("Resolution smearing help.")
[7801df8]	304	self.btSmearHelp.Bind(wx.EVT_BUTTON, self._onSmearHelp)
	305
[c8e1996]	306	# textcntrl for custom resolution
[7e98655]	307	self.smear_pinhole_percent = ModelTextCtrl(self, wx.ID_ANY,
	308	size=(_BOX_WIDTH - 25, 20),
	309	style=wx.TE_PROCESS_ENTER,
	310	text_enter_callback=
	311	self.onPinholeSmear)
[6f16e25]	312	self.smear_slit_height = ModelTextCtrl(self, wx.ID_ANY,
[682c432]	313	size=(_BOX_WIDTH - 25, 20),
	314	style=wx.TE_PROCESS_ENTER,
	315	text_enter_callback=self.onSlitSmear)
[6f16e25]	316	self.smear_slit_width = ModelTextCtrl(self, wx.ID_ANY,
[682c432]	317	size=(_BOX_WIDTH - 25, 20),
	318	style=wx.TE_PROCESS_ENTER,
	319	text_enter_callback=self.onSlitSmear)
	320
[c8e1996]	321	# smear
[6f16e25]	322	self.smear_data_left = BGTextCtrl(self, wx.ID_ANY,
[373d4ee]	323	size=(_BOX_WIDTH - 25, 20), style=0)
[682c432]	324	self.smear_data_left.SetValue(str(self.dq_l))
[6f16e25]	325	self.smear_data_right = BGTextCtrl(self, wx.ID_ANY,
[373d4ee]	326	size=(_BOX_WIDTH - 25, 20), style=0)
[682c432]	327	self.smear_data_right.SetValue(str(self.dq_r))
	328
[c8e1996]	329	# set default values for smear
[7e98655]	330	self.smear_pinhole_percent.SetValue(str(self.dx_percent))
[682c432]	331	self.smear_slit_height.SetValue(str(self.dxl))
	332	self.smear_slit_width.SetValue(str(self.dxw))
	333
[c8e1996]	334	# Filling the sizer containing instruments smearing info.
[6f16e25]	335	self.disable_smearer = wx.RadioButton(self, wx.ID_ANY,
[682c432]	336	'None', style=wx.RB_GROUP)
[6f16e25]	337	self.enable_smearer = wx.RadioButton(self, wx.ID_ANY, 'Use dQ Data')
[c8e1996]	338	# self.enable_smearer.SetToolTipString(
	339	# "Click to use the loaded dQ data for smearing.")
[6f16e25]	340	self.pinhole_smearer = wx.RadioButton(self, wx.ID_ANY,
[682c432]	341	'Custom Pinhole Smear')
[c8e1996]	342	# self.pinhole_smearer.SetToolTipString
	343	# ("Click to input custom resolution for pinhole smearing.")
[6f16e25]	344	self.slit_smearer = wx.RadioButton(self, wx.ID_ANY, 'Custom Slit Smear')
[c8e1996]	345	# self.slit_smearer.SetToolTipString
	346	# ("Click to input custom resolution for slit smearing.")
[682c432]	347	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
	348	id=self.disable_smearer.GetId())
	349	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
	350	id=self.enable_smearer.GetId())
	351	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
	352	id=self.pinhole_smearer.GetId())
	353	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
	354	id=self.slit_smearer.GetId())
[03137f1]	355	self.disable_smearer.SetValue(True)
[682c432]	356
	357	sizer_smearer.Add(self.disable_smearer, 0, wx.LEFT, 10)
	358	sizer_smearer.Add(self.enable_smearer)
	359	sizer_smearer.Add(self.pinhole_smearer)
	360	sizer_smearer.Add(self.slit_smearer)
[f3dc56c]	361	sizer_smearer.Add(self.btSmearHelp)
[682c432]	362	sizer_smearer.Add((10, 10))
	363
	364	# StaticText for chi2, N(for fitting), Npts + Log/linear spacing
[6f16e25]	365	self.tcChi = BGTextCtrl(self, wx.ID_ANY, "-", size=(75, 20), style=0)
[682c432]	366	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
[6f16e25]	367	self.Npts_fit = BGTextCtrl(self, wx.ID_ANY, "-", size=(75, 20), style=0)
	368	self.Npts_fit.SetToolTipString(
[c8e1996]	369	" Npts : number of points selected for fitting")
[6f16e25]	370	self.Npts_total = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
[c8e1996]	371	style=wx.TE_PROCESS_ENTER,
	372	text_enter_callback=self._onQrangeEnter)
[682c432]	373	self.Npts_total.SetValue(format_number(self.npts_x))
[c8e1996]	374	self.Npts_total.SetToolTipString(
	375	" Total Npts : total number of data points")
[682c432]	376
	377	# Update and Draw button
[6f16e25]	378	self.draw_button = wx.Button(self, self._ids.next(), 'Compute')
	379	self.draw_button.Bind(wx.EVT_BUTTON,
[682c432]	380	self._onDraw, id=self.draw_button.GetId())
	381	self.draw_button.SetToolTipString("Compute and Draw.")
	382
	383	self.points_sizer = wx.BoxSizer(wx.HORIZONTAL)
[6f16e25]	384	self.pointsbox = wx.CheckBox(self, wx.ID_ANY, 'Log?', (10, 10))
[682c432]	385	self.pointsbox.SetValue(False)
	386	self.pointsbox.SetToolTipString("Check mark to use log spaced points")
	387	wx.EVT_CHECKBOX(self, self.pointsbox.GetId(), self.select_log)
	388
[6f16e25]	389	self.points_sizer.Add(wx.StaticText(self, wx.ID_ANY, 'Npts '))
[682c432]	390	self.points_sizer.Add(self.pointsbox)
	391
[6f16e25]	392	box_description_1 = wx.StaticText(self, wx.ID_ANY, ' Chi2/Npts')
	393	box_description_2 = wx.StaticText(self, wx.ID_ANY, 'Npts(Fit)')
[682c432]	394
	395	# StaticText for smear
[6f16e25]	396	self.smear_description_none = wx.StaticText(self, wx.ID_ANY,
[682c432]	397	smear_message_none, style=wx.ALIGN_LEFT)
[6f16e25]	398	self.smear_description_dqdata = wx.StaticText(self, wx.ID_ANY,
	399	smear_message_dqdata, style=wx.ALIGN_LEFT)
	400	self.smear_description_type = wx.StaticText(self, wx.ID_ANY,
	401	"Type:", style=wx.ALIGN_LEFT)
	402	self.smear_description_accuracy_type = wx.StaticText(self, wx.ID_ANY,
	403	"Accuracy:", style=wx.ALIGN_LEFT)
	404	self.smear_description_smear_type = BGTextCtrl(self, wx.ID_ANY,
[682c432]	405	size=(57, 20), style=0)
	406	self.smear_description_smear_type.SetValue(str(self.dq_l))
	407	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
[6f16e25]	408	self.smear_description_2d = wx.StaticText(self, wx.ID_ANY,
[682c432]	409	smear_message_2d, style=wx.ALIGN_LEFT)
[6f16e25]	410	self.smear_message_new_s = wx.StaticText(self, wx.ID_ANY,
[682c432]	411	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
[6f16e25]	412	self.smear_message_new_p = wx.StaticText(self, wx.ID_ANY,
[682c432]	413	smear_message_new_psmear, style=wx.ALIGN_LEFT)
[6f16e25]	414	self.smear_description_2d_x = wx.StaticText(self, wx.ID_ANY,
[682c432]	415	smear_message_2d_x_title, style=wx.ALIGN_LEFT)
[6f16e25]	416	self.smear_description_2d_x.SetToolTipString(
[682c432]	417	" dQp(parallel) in q_r direction.")
[6f16e25]	418	self.smear_description_2d_y = wx.StaticText(self, wx.ID_ANY,
[682c432]	419	smear_message_2d_y_title, style=wx.ALIGN_LEFT)
[c8e1996]	420	self.smear_description_2d_y.SetToolTipString(
[682c432]	421	" dQs(perpendicular) in q_phi direction.")
[7e98655]	422	self.smear_description_pin_percent = wx.StaticText(self, wx.ID_ANY,
	423	smear_message_pinhole_percent_title,
	424	style=wx.ALIGN_LEFT)
[6f16e25]	425	self.smear_description_slit_height = wx.StaticText(self, wx.ID_ANY,
[682c432]	426	smear_message_slit_height_title, style=wx.ALIGN_LEFT)
[6f16e25]	427	self.smear_description_slit_width = wx.StaticText(self, wx.ID_ANY,
[682c432]	428	smear_message_slit_width_title, style=wx.ALIGN_LEFT)
	429
[c8e1996]	430	# arrange sizers
[682c432]	431	self.sizer_set_smearer.Add(sizer_smearer)
	432	self.sizer_set_smearer.Add((10, 10))
	433	self.sizer_set_smearer.Add(self.smear_description_none,
[c8e1996]	434	0, wx.CENTER, 10)
[682c432]	435	self.sizer_set_smearer.Add(self.smear_description_dqdata,
[c8e1996]	436	0, wx.CENTER, 10)
[682c432]	437	self.sizer_set_smearer.Add(self.smear_description_2d,
[c8e1996]	438	0, wx.CENTER, 10)
[682c432]	439	self.sizer_new_smear.Add(self.smear_description_type,
[c8e1996]	440	0, wx.CENTER, 10)
[682c432]	441	self.sizer_new_smear.Add(self.smear_description_accuracy_type,
[c8e1996]	442	0, wx.CENTER, 10)
[682c432]	443	self.sizer_new_smear.Add(self.smear_accuracy)
	444	self.sizer_new_smear.Add(self.smear_description_smear_type,
[c8e1996]	445	0, wx.CENTER, 10)
[682c432]	446	self.sizer_new_smear.Add((15, -1))
[c8e1996]	447	self.sizer_new_smear.Add(self.smear_description_2d_x, 0, wx.CENTER, 10)
[682c432]	448	self.sizer_new_smear.Add(self.smear_description_slit_height,
[c8e1996]	449	0, wx.CENTER, 10)
	450
	451	self.sizer_new_smear.Add(self.smear_slit_height, 0, wx.CENTER, 10)
	452	self.sizer_new_smear.Add(self.smear_data_left, 0, wx.CENTER, 10)
[682c432]	453	self.sizer_new_smear.Add((20, -1))
	454	self.sizer_new_smear.Add(self.smear_description_2d_y,
[c8e1996]	455	0, wx.CENTER, 10)
[7e98655]	456	self.sizer_new_smear.Add(self.smear_description_pin_percent,
[c8e1996]	457	0, wx.CENTER, 10)
[682c432]	458	self.sizer_new_smear.Add(self.smear_description_slit_width,
[c8e1996]	459	0, wx.CENTER, 10)
[682c432]	460
[7e98655]	461	self.sizer_new_smear.Add(self.smear_pinhole_percent, 0, wx.CENTER, 10)
[682c432]	462	self.sizer_new_smear.Add(self.smear_slit_width, 0, wx.CENTER, 10)
	463	self.sizer_new_smear.Add(self.smear_data_right, 0, wx.CENTER, 10)
	464
	465	self.sizer_set_smearer.Add(self.smear_message_new_s, 0, wx.CENTER, 10)
	466	self.sizer_set_smearer.Add(self.smear_message_new_p, 0, wx.CENTER, 10)
	467	self.sizer_set_smearer.Add((5, 2))
	468	self.sizer_set_smearer.Add(self.sizer_new_smear, 0, wx.CENTER, 10)
	469
	470	# add all to chi2 sizer
	471	sizer_smearer_box.Add(self.sizer_set_smearer)
	472	sizer_chi2.Add(sizer_smearer_box)
	473	sizer_chi2.Add((-1, 5))
	474	sizer_chi2.Add(weighting_box)
	475	sizer_chi2.Add((-1, 5))
	476
	477	# hide all smear messages and textctrl
	478	self._hide_all_smear_info()
	479
	480	# get smear_selection
	481	self.current_smearer = smear_selection(self.data, self.model)
	482
	483	# Show only the relevant smear messages, etc
[c8e1996]	484	if self.current_smearer is None:
	485	if not is_2d_data:
[682c432]	486	self.smear_description_none.Show(True)
	487	self.enable_smearer.Disable()
	488	else:
	489	self.smear_description_none.Show(True)
	490	self.slit_smearer.Disable()
[c8e1996]	491	if self.data is None:
[682c432]	492	self.slit_smearer.Disable()
	493	self.pinhole_smearer.Disable()
	494	self.enable_smearer.Disable()
	495	else:
	496	self._show_smear_sizer()
	497	boxsizer_range.Add(self.sizer_set_masking)
[c8e1996]	498	# 2D data? default
	499	is_2d_data = False
[682c432]	500
[c8e1996]	501	# check if it is 2D data
[682c432]	502	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
[c8e1996]	503	is_2d_data = True
[682c432]	504
	505	self.sizer5.Clear(True)
	506
[6f16e25]	507	self.qmin = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
[373d4ee]	508	style=wx.TE_PROCESS_ENTER,
	509	set_focus_callback=self.qrang_set_focus,
	510	text_enter_callback=self._onQrangeEnter,
	511	name='qmin')
[682c432]	512	self.qmin.SetValue(str(self.qmin_x))
	513	q_tip = "Click outside of the axes\n to remove the lines."
	514	qmin_tip = "Minimun value of Q.\n"
	515	qmin_tip += q_tip
	516	self.qmin.SetToolTipString(qmin_tip)
	517
[6f16e25]	518	self.qmax = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
[373d4ee]	519	style=wx.TE_PROCESS_ENTER,
	520	set_focus_callback=self.qrang_set_focus,
	521	text_enter_callback=self._onQrangeEnter,
	522	name='qmax')
[682c432]	523	self.qmax.SetValue(str(self.qmax_x))
	524	qmax_tip = "Maximum value of Q.\n"
	525	qmax_tip += q_tip
	526	self.qmax.SetToolTipString(qmax_tip)
	527	self.qmin.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
	528	self.qmax.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
	529	self.qmin.Bind(wx.EVT_KEY_DOWN, self.on_key)
	530	self.qmax.Bind(wx.EVT_KEY_DOWN, self.on_key)
	531	self.qmin.Bind(wx.EVT_TEXT, self.on_qrange_text)
	532	self.qmax.Bind(wx.EVT_TEXT, self.on_qrange_text)
[6f16e25]	533	wx_id = self._ids.next()
[d06c34c]	534	self.reset_qrange = wx.Button(self, wx_id, 'Reset')
[682c432]	535
[d06c34c]	536	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked, id=wx_id)
[682c432]	537	self.reset_qrange.SetToolTipString("Reset Q range to the default")
	538
[d06c34c]	539	sizer = wx.GridSizer(5, 5, 2, 6)
[682c432]	540
[6f16e25]	541	self.btEditMask = wx.Button(self, self._ids.next(), 'Editor')
[682c432]	542	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,
	543	id=self.btEditMask.GetId())
	544	self.btEditMask.SetToolTipString("Edit Mask.")
[6f16e25]	545	self.EditMask_title = wx.StaticText(self, wx.ID_ANY, ' Masking(2D)')
[682c432]	546
[6f16e25]	547	sizer.Add(wx.StaticText(self, wx.ID_ANY, ' Q range'))
	548	sizer.Add(wx.StaticText(self, wx.ID_ANY, ' Min[1/A]'))
	549	sizer.Add(wx.StaticText(self, wx.ID_ANY, ' Max[1/A]'))
[682c432]	550	sizer.Add(self.EditMask_title)
[c8e1996]	551	sizer.Add((-1, 5))
[d06c34c]	552
[682c432]	553	sizer.Add(self.reset_qrange)
	554	sizer.Add(self.qmin)
	555	sizer.Add(self.qmax)
	556	sizer.Add(self.btEditMask)
[c8e1996]	557	sizer.Add((-1, 5))
[d06c34c]	558
[c8e1996]	559	sizer.AddMany(5*[(-1, 5)])
[d06c34c]	560
	561	sizer.Add(box_description_1, 0, 0)
	562	sizer.Add(box_description_2, 0, 0)
	563	sizer.Add(self.points_sizer, 0, 0)
	564	sizer.Add(self.draw_button, 0, 0)
[c8e1996]	565	sizer.Add((-1, 5))
[d06c34c]	566
	567	sizer.Add(self.tcChi, 0, 0)
	568	sizer.Add(self.Npts_fit, 0, 0)
	569	sizer.Add(self.Npts_total, 0, 0)
	570	sizer.Add(self.btFit, 0, 0)
	571	sizer.Add(self.btFitHelp, 0, 0)
	572
[682c432]	573	boxsizer_range.Add(sizer_chi2)
	574	boxsizer_range.Add(sizer)
[c8e1996]	575	if is_2d_data:
[682c432]	576	self.btEditMask.Enable()
	577	self.EditMask_title.Enable()
	578	else:
	579	self.btEditMask.Disable()
	580	self.EditMask_title.Disable()
[c8e1996]	581	# save state
[682c432]	582	self.save_current_state()
	583	self.sizer5.Add(boxsizer_range, 0, wx.EXPAND \| wx.ALL, 10)
	584	self.sizer5.Layout()
	585
	586	def _set_sizer_dispersion(self):
	587	"""
	588	draw sizer with gaussian dispersity parameters
	589	"""
	590	self.fittable_param = []
	591	self.fixed_param = []
	592	self.orientation_params_disp = []
	593
	594	self.sizer4_4.Clear(True)
[c8e1996]	595	if self.model is None:
	596	# no model is selected
[682c432]	597	return
	598	if not self.enable_disp.GetValue():
[c8e1996]	599	# the user didn't select dispersity display
[682c432]	600	return
	601
	602	self._reset_dispersity()
	603
[c8e1996]	604	# fill a sizer with the combobox to select dispersion type
[6f16e25]	605	model_disp = wx.StaticText(self, wx.ID_ANY, 'Function')
[4c3be25]	606	CHECK_STATE = False
[682c432]	607
	608	ix = 0
	609	iy = 0
[6f16e25]	610	disp = wx.StaticText(self, wx.ID_ANY, ' ')
[682c432]	611	self.sizer4_4.Add(disp, (iy, ix), (1, 1),
	612	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	613	ix += 1
[6f16e25]	614	values = wx.StaticText(self, wx.ID_ANY, 'PD[ratio]')
[682c432]	615	polytext = "Polydispersity (= STD/mean); "
	616	polytext += "the standard deviation over the mean value."
	617	values.SetToolTipString(polytext)
	618
	619	self.sizer4_4.Add(values, (iy, ix), (1, 1),
	620	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	621	ix += 2
	622	if self.is_mac:
	623	err_text = 'Error'
	624	else:
	625	err_text = ''
[6f16e25]	626	self.text_disp_1 = wx.StaticText(self, wx.ID_ANY, err_text)
[c8e1996]	627	self.sizer4_4.Add(self.text_disp_1, (iy, ix), (1, 1),
[682c432]	628	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	629
	630	ix += 1
[6f16e25]	631	self.text_disp_min = wx.StaticText(self, wx.ID_ANY, 'Min')
[c8e1996]	632	self.sizer4_4.Add(self.text_disp_min, (iy, ix), (1, 1),
[682c432]	633	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	634
	635	ix += 1
[6f16e25]	636	self.text_disp_max = wx.StaticText(self, wx.ID_ANY, 'Max')
[682c432]	637	self.sizer4_4.Add(self.text_disp_max, (iy, ix), (1, 1),
	638	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	639
	640	ix += 1
[6f16e25]	641	npts = wx.StaticText(self, wx.ID_ANY, 'Npts')
[682c432]	642	npts.SetToolTipString("Number of sampling points for the numerical\n\
	643	integration over the distribution function.")
	644	self.sizer4_4.Add(npts, (iy, ix), (1, 1),
	645	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	646	ix += 1
[6f16e25]	647	nsigmas = wx.StaticText(self, wx.ID_ANY, 'Nsigs')
[682c432]	648	nsigmas.SetToolTipString("Number of sigmas between which the range\n\
	649	of the distribution function will be used for weighting. \n\
	650	The value '3' covers 99.5% for Gaussian distribution \n\
	651	function. Note: Not recommended to change this value.")
	652	self.sizer4_4.Add(nsigmas, (iy, ix), (1, 1),
	653	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	654	ix += 1
	655	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
	656	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	657
	658	self.text_disp_max.Show(True)
	659	self.text_disp_min.Show(True)
	660
	661	for item in self.model.dispersion.keys():
	662	if not self.magnetic_on:
	663	if item in self.model.magnetic_params:
	664	continue
[c8e1996]	665	if item not in self.model.orientation_params:
	666	if item not in self.disp_cb_dict:
[682c432]	667	self.disp_cb_dict[item] = None
	668	name0 = "Distribution of " + item
	669	name1 = item + ".width"
	670	name2 = item + ".npts"
	671	name3 = item + ".nsigmas"
[c8e1996]	672	if name1 not in self.model.details:
[682c432]	673	self.model.details[name1] = ["", None, None]
	674
	675	iy += 1
	676	for p in self.model.dispersion[item].keys():
	677
	678	if p == "width":
	679	ix = 0
[6f16e25]	680	cb = wx.CheckBox(self, wx.ID_ANY, name0, (10, 10))
[682c432]	681	cb.SetValue(CHECK_STATE)
	682	cb.SetToolTipString("Check mark to fit")
	683	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	684	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	685	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	686	ix = 1
	687	value = self.model.getParam(name1)
[6f16e25]	688	ctl1 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	689	size=(_BOX_WIDTH / 1.3, 20),
	690	style=wx.TE_PROCESS_ENTER)
[682c432]	691	ctl1.SetLabel('PD[ratio]')
	692	poly_text = "Polydispersity (STD/mean) of %s\n" % item
	693	poly_text += "STD: the standard deviation"
	694	poly_text += " from the mean value."
	695	ctl1.SetToolTipString(poly_text)
	696	ctl1.SetValue(str(format_number(value, True)))
	697	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[c8e1996]	698	# text to show error sign
[682c432]	699	ix = 2
[6f16e25]	700	text2 = wx.StaticText(self, wx.ID_ANY, '+/-')
[682c432]	701	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	702	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	703	if not self.is_mac:
	704	text2.Hide()
	705
	706	ix = 3
[6f16e25]	707	ctl2 = wx.TextCtrl(self, wx.ID_ANY,
[682c432]	708	size=(_BOX_WIDTH / 1.3, 20),
	709	style=0)
	710
	711	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	712	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	713	if not self.is_mac:
	714	ctl2.Hide()
	715
	716	ix = 4
[6f16e25]	717	ctl3 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	718	size=(_BOX_WIDTH / 2, 20),
	719	style=wx.TE_PROCESS_ENTER,
	720	text_enter_callback=self._onparamRangeEnter)
[682c432]	721
	722	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	723	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	724
	725	ix = 5
[6f16e25]	726	ctl4 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	727	size=(_BOX_WIDTH / 2, 20),
	728	style=wx.TE_PROCESS_ENTER,
[682c432]	729	text_enter_callback=self._onparamRangeEnter)
	730
	731	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	732	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	733
	734	ctl3.Show(True)
	735	ctl4.Show(True)
	736
	737	elif p == "npts":
	738	ix = 6
	739	value = self.model.getParam(name2)
[6f16e25]	740	Tctl = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	741	size=(_BOX_WIDTH / 2.2, 20),
	742	style=wx.TE_PROCESS_ENTER)
[682c432]	743
	744	Tctl.SetValue(str(format_number(value)))
	745	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	746	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	747	self.fixed_param.append([None, name2, Tctl, None, None,
	748	None, None, None])
	749	elif p == "nsigmas":
	750	ix = 7
	751	value = self.model.getParam(name3)
[6f16e25]	752	Tct2 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	753	size=(_BOX_WIDTH / 2.2, 20),
	754	style=wx.TE_PROCESS_ENTER)
[682c432]	755
	756	Tct2.SetValue(str(format_number(value)))
	757	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
[c8e1996]	758	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[682c432]	759	self.fixed_param.append([None, name3, Tct2,
	760	None, None, None,
	761	None, None])
	762
	763	ix = 8
[6f16e25]	764	disp_box = wx.ComboBox(self, wx.ID_ANY, size=(65, -1),
[682c432]	765	style=wx.CB_READONLY, name='%s' % name1)
[cb4ef58]	766	for key, value in POLYDISPERSITY_MODELS.iteritems():
[682c432]	767	name_disp = str(key)
	768	disp_box.Append(name_disp, value)
	769	disp_box.SetStringSelection("gaussian")
[6f16e25]	770	wx.EVT_COMBOBOX(disp_box, wx.ID_ANY, self._on_disp_func)
[682c432]	771	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	772	self.fittable_param.append([cb, name1, ctl1, text2,
	773	ctl2, ctl3, ctl4, disp_box])
	774
	775	ix = 0
	776	iy += 1
	777	self.sizer4_4.Add((20, 20), (iy, ix), (1, 1),
	778	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	779	first_orient = True
	780	for item in self.model.dispersion.keys():
	781	if not self.magnetic_on:
	782	if item in self.model.magnetic_params:
	783	continue
[c8e1996]	784	if item in self.model.orientation_params:
	785	if item not in self.disp_cb_dict:
[682c432]	786	self.disp_cb_dict[item] = None
	787	name0 = "Distribution of " + item
	788	name1 = item + ".width"
	789	name2 = item + ".npts"
	790	name3 = item + ".nsigmas"
	791
[c8e1996]	792	if name1 not in self.model.details:
[682c432]	793	self.model.details[name1] = ["", None, None]
	794
	795	iy += 1
	796	for p in self.model.dispersion[item].keys():
	797
	798	if p == "width":
	799	ix = 0
[6f16e25]	800	cb = wx.CheckBox(self, wx.ID_ANY, name0, (10, 10))
[682c432]	801	cb.SetValue(CHECK_STATE)
	802	cb.SetToolTipString("Check mark to fit")
	803	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	804	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	805	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	806	if self.data.__class__.__name__ == "Data2D" or \
	807	self.enable2D:
	808	cb.Show(True)
	809	elif cb.IsShown():
	810	cb.Hide()
	811	ix = 1
	812	value = self.model.getParam(name1)
[6f16e25]	813	ctl1 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	814	size=(_BOX_WIDTH / 1.3, 20),
	815	style=wx.TE_PROCESS_ENTER)
[682c432]	816	poly_tip = "Absolute Sigma for %s." % item
	817	ctl1.SetToolTipString(poly_tip)
	818	ctl1.SetValue(str(format_number(value, True)))
	819	if self.data.__class__.__name__ == "Data2D" or \
	820	self.enable2D:
	821	if first_orient:
	822	values.SetLabel('PD[ratio], Sig[deg]')
	823	poly_text = "PD(polydispersity for lengths):\n"
	824	poly_text += "It should be a value between"
	825	poly_text += "0 and 1\n"
	826	poly_text += "Sigma for angles: \n"
	827	poly_text += "It is the STD (ratio*mean)"
	828	poly_text += " of the distribution.\n "
	829
	830	values.SetToolTipString(poly_text)
	831	first_orient = False
	832	ctl1.Show(True)
	833	elif ctl1.IsShown():
	834	ctl1.Hide()
	835
	836	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[c8e1996]	837	# text to show error sign
[682c432]	838	ix = 2
[6f16e25]	839	text2 = wx.StaticText(self, wx.ID_ANY, '+/-')
[682c432]	840	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	841	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	842
	843	text2.Hide()
	844
	845	ix = 3
[6f16e25]	846	ctl2 = wx.TextCtrl(self, wx.ID_ANY,
[682c432]	847	size=(_BOX_WIDTH / 1.3, 20),
	848	style=0)
	849
	850	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	851	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	852
	853	ctl2.Hide()
	854	if self.data.__class__.__name__ == "Data2D" or \
	855	self.enable2D:
	856	if self.is_mac:
	857	text2.Show(True)
	858	ctl2.Show(True)
	859
	860	ix = 4
[6f16e25]	861	ctl3 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	862	size=(_BOX_WIDTH / 2, 20),
	863	style=wx.TE_PROCESS_ENTER,
[682c432]	864	text_enter_callback=self._onparamRangeEnter)
	865
	866	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	867	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	868
	869	ctl3.Hide()
	870
	871	ix = 5
[6f16e25]	872	ctl4 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	873	size=(_BOX_WIDTH / 2, 20),
	874	style=wx.TE_PROCESS_ENTER,
[682c432]	875	text_enter_callback=self._onparamRangeEnter)
	876	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	877	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	878	ctl4.Hide()
	879
	880	if self.data.__class__.__name__ == "Data2D" or \
	881	self.enable2D:
	882	ctl3.Show(True)
	883	ctl4.Show(True)
	884
	885	elif p == "npts":
	886	ix = 6
	887	value = self.model.getParam(name2)
[6f16e25]	888	Tctl = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	889	size=(_BOX_WIDTH / 2.2, 20),
	890	style=wx.TE_PROCESS_ENTER)
[682c432]	891
	892	Tctl.SetValue(str(format_number(value)))
	893	if self.data.__class__.__name__ == "Data2D" or \
	894	self.enable2D:
	895	Tctl.Show(True)
	896	else:
	897	Tctl.Hide()
	898	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	899	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	900	self.fixed_param.append([None, name2, Tctl, None, None,
	901	None, None, None])
	902	self.orientation_params_disp.append([None, name2,
	903	Tctl, None, None,
	904	None, None, None])
	905	elif p == "nsigmas":
	906	ix = 7
	907	value = self.model.getParam(name3)
[6f16e25]	908	Tct2 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	909	size=(_BOX_WIDTH / 2.2, 20),
	910	style=wx.TE_PROCESS_ENTER)
[682c432]	911
	912	Tct2.SetValue(str(format_number(value)))
	913	if self.data.__class__.__name__ == "Data2D" or \
	914	self.enable2D:
	915	Tct2.Show(True)
	916	else:
	917	Tct2.Hide()
	918	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
	919	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	920
	921	self.fixed_param.append([None, name3, Tct2,
	922	None, None, None, None, None])
	923
	924	self.orientation_params_disp.append([None, name3,
	925	Tct2, None, None, None, None, None])
	926
	927	ix = 8
[6f16e25]	928	disp_box = wx.ComboBox(self, wx.ID_ANY, size=(65, -1),
[682c432]	929	style=wx.CB_READONLY, name='%s' % name1)
[cb4ef58]	930	for key, value in POLYDISPERSITY_MODELS.iteritems():
[682c432]	931	name_disp = str(key)
	932	disp_box.Append(name_disp, value)
	933	disp_box.SetStringSelection("gaussian")
[6f16e25]	934	wx.EVT_COMBOBOX(disp_box, wx.ID_ANY, self._on_disp_func)
[682c432]	935	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	936	self.fittable_param.append([cb, name1, ctl1, text2,
	937	ctl2, ctl3, ctl4, disp_box])
	938	self.orientation_params_disp.append([cb, name1, ctl1,
	939	text2, ctl2, ctl3, ctl4, disp_box])
	940
	941	if self.data.__class__.__name__ == "Data2D" or \
	942	self.enable2D:
	943	disp_box.Show(True)
	944	else:
	945	disp_box.Hide()
	946
	947	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
	948
	949	self.state.model = self.model.clone()
[c8e1996]	950	# save state into
[682c432]	951	self._copy_parameters_state(self.parameters, self.state.parameters)
	952	self._copy_parameters_state(self.orientation_params_disp,
	953	self.state.orientation_params_disp)
	954	self._copy_parameters_state(self.fittable_param,
	955	self.state.fittable_param)
	956	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
	957
	958	wx.PostEvent(self.parent,
	959	StatusEvent(status=" Selected Distribution: Gaussian"))
[c8e1996]	960	# Fill the list of fittable parameters
[682c432]	961	self.get_all_checked_params()
	962	self.Layout()
	963
	964	def _onDraw(self, event):
	965	"""
	966	Update and Draw the model
	967	"""
[c8e1996]	968	if self.model is None:
[682c432]	969	msg = "Please select a Model first..."
	970	wx.MessageBox(msg, 'Info')
	971	return
	972	"""
	973	if not self.data.is_data:
	974	self.npts_x = self.Npts_total.GetValue()
	975	self.Npts_fit.SetValue(self.npts_x)
	976	self.create_default_data()
	977	"""
[c8e1996]	978	flag, is_modified = self._update_paramv_on_fit()
[682c432]	979
[c8e1996]	980	wx.CallAfter(self._onparamEnter_helper, is_modified)
[682c432]	981	if not flag:
	982	msg = "The parameters are invalid"
	983	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	984	return
	985
	986	def _onFit(self, event):
	987	"""
	988	Allow to fit
	989	"""
[c8e1996]	990	if event is not None:
[682c432]	991	event.Skip()
	992	if self.fit_started:
	993	self._StopFit()
	994	self.fit_started = False
	995	wx.CallAfter(self.set_fitbutton)
	996	return
	997
	998	if self.data is None:
	999	msg = "Please get Data first..."
	1000	wx.MessageBox(msg, 'Info')
	1001	wx.PostEvent(self._manager.parent,
	1002	StatusEvent(status="Fit: %s" % msg))
	1003	return
	1004	if self.model is None:
	1005	msg = "Please select a Model first..."
	1006	wx.MessageBox(msg, 'Info')
	1007	wx.PostEvent(self._manager.parent,
	1008	StatusEvent(status="Fit: %s" % msg, type="stop"))
	1009	return
	1010
	1011	if len(self.param_toFit) <= 0:
	1012	msg = "Select at least one parameter to fit"
	1013	wx.MessageBox(msg, 'Info')
	1014	wx.PostEvent(self._manager.parent,
	1015	StatusEvent(status=msg, type="stop"))
	1016	return
	1017
	1018	flag = self._update_paramv_on_fit()
	1019
	1020	if self.batch_on and not self._is_2D():
	1021	if not self._validate_Npts_1D():
	1022	return
	1023
	1024	if not flag:
	1025	msg = "Fitting range or parameters are invalid"
	1026	wx.PostEvent(self._manager.parent,
	1027	StatusEvent(status=msg, type="stop"))
	1028	return
	1029
[c8e1996]	1030	self.select_param()
[682c432]	1031
	1032	# Remove or do not allow fitting on the Q=0 point, especially
	1033	# when y(q=0)=None at x[0].
	1034	self.qmin_x = float(self.qmin.GetValue())
	1035	self.qmax_x = float(self.qmax.GetValue())
	1036	self._manager._reset_schedule_problem(value=0, uid=self.uid)
	1037	self._manager.schedule_for_fit(uid=self.uid, value=1)
	1038	self._manager.set_fit_range(uid=self.uid, qmin=self.qmin_x,
	1039	qmax=self.qmax_x)
	1040
[c8e1996]	1041	# single fit
	1042	# self._manager.onFit(uid=self.uid)
[682c432]	1043	self.fit_started = self._manager.onFit(uid=self.uid)
	1044	wx.CallAfter(self.set_fitbutton)
	1045
[7801df8]	1046	def _onFitHelp(self, event):
	1047	"""
	1048	Bring up the Full Fitting Documentation whenever the HELP button is
	1049	clicked.
	1050
	1051	Calls DocumentationWindow with the path of the location within the
	1052	documentation tree (after /doc/ ....". Note that when using old
	1053	versions of Wx (before 2.9) and thus not the release version of
	1054	installers, the help comes up at the top level of the file as
[c8e1996]	1055	web browser does not pass anything past the # to the browser when it is
[7801df8]	1056	running "file:///...."
	1057
[c8e1996]	1058	:param evt: Triggers on clicking the help button
	1059	"""
[7801df8]	1060
[f27dd1e]	1061	_TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
[6f16e25]	1062	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
[7801df8]	1063	"General Fitting Help")
	1064
	1065	def _onSmearHelp(self, event):
	1066	"""
	1067	Bring up the instrumental resolution smearing Documentation whenever
	1068	the ? button in the smearing box is clicked.
	1069
	1070	Calls DocumentationWindow with the path of the location within the
	1071	documentation tree (after /doc/ ....". Note that when using old
	1072	versions of Wx (before 2.9) and thus not the release version of
	1073	installers, the help comes up at the top level of the file as
[c8e1996]	1074	web browser does not pass anything past the # to the browser when it is
[7801df8]	1075	running "file:///...."
	1076
[c8e1996]	1077	:param evt: Triggers on clicking the help button
	1078	"""
[7801df8]	1079
[f27dd1e]	1080	_TreeLocation = "user/sasgui/perspectives/fitting/sm_help.html"
[6f16e25]	1081	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
[7801df8]	1082	"Instrumental Resolution Smearing \
	1083	Help")
	1084
[682c432]	1085	def set_fitbutton(self):
	1086	"""
	1087	Set fit button label depending on the fit_started[bool]
	1088	"""
	1089	# Skip this feature if we are not on Windows
[c8e1996]	1090	# NOTE: the is_mac data member actually means "is no Windows".
[682c432]	1091	if self.is_mac:
	1092	return
	1093
	1094	if self.fit_started:
	1095	label = "Stop"
	1096	color = "red"
	1097	else:
	1098	label = "Fit"
	1099	color = "black"
[c8e1996]	1100	# self.btFit.Enable(False)
[682c432]	1101	self.btFit.SetLabel(label)
	1102	self.btFit.SetForegroundColour(color)
	1103	self.btFit.Enable(True)
	1104
	1105	def get_weight_flag(self):
	1106	"""
	1107	Get flag corresponding to a given weighting dI data.
	1108	"""
	1109	button_list = [self.dI_noweight,
	1110	self.dI_didata,
	1111	self.dI_sqrdata,
	1112	self.dI_idata]
	1113	flag = 1
	1114	for item in button_list:
	1115	if item.GetValue():
	1116	if button_list.index(item) == 0:
[9a5097c]	1117	flag = 0 # dy = np.ones_like(dy_data)
[682c432]	1118	elif button_list.index(item) == 1:
	1119	flag = 1 # dy = dy_data
	1120	elif button_list.index(item) == 2:
[9a5097c]	1121	flag = 2 # dy = np.sqrt(np.abs(data))
[682c432]	1122	elif button_list.index(item) == 3:
[9a5097c]	1123	flag = 3 # dy = np.abs(data)
[682c432]	1124	break
	1125	return flag
	1126
	1127	def _StopFit(self, event=None):
	1128	"""
	1129	Stop fit
	1130	"""
[c8e1996]	1131	if event is not None:
[682c432]	1132	event.Skip()
	1133	self._manager.stop_fit(self.uid)
	1134	self._manager._reset_schedule_problem(value=0)
	1135	self._on_fit_complete()
	1136
	1137	def rename_model(self):
	1138	"""
	1139	find a short name for model
	1140	"""
	1141	if self.model is not None:
	1142	self.model.name = "M" + str(self.index_model)
	1143
	1144	def _on_select_model(self, event=None):
	1145	"""
	1146	call back for model selection
	1147	"""
	1148	self.Show(False)
	1149	copy_flag = False
	1150	is_poly_enabled = None
[c8e1996]	1151	if event is not None:
	1152	if (event.GetEventObject() == self.formfactorbox
[bf44249e]	1153	and self.structurebox.GetLabel() != 'None')\
	1154	or event.GetEventObject() == self.structurebox\
	1155	or event.GetEventObject() == self.multifactorbox:
[682c432]	1156	copy_flag = self.get_copy_params()
	1157	is_poly_enabled = self.enable_disp.GetValue()
	1158
	1159	self._on_select_model_helper()
	1160	self.set_model_param_sizer(self.model)
	1161	if self.model is None:
	1162	self._set_bookmark_flag(False)
	1163	self._keep.Enable(False)
	1164	self._set_save_flag(False)
	1165	self.enable_disp.SetValue(False)
	1166	self.disable_disp.SetValue(True)
[6f16e25]	1167	# TODO: should not have an untrapped exception when displaying disperser
	1168	# TODO: do we need to create the disperser panel on every model change?
	1169	# Note: if we fix this, then remove ID_DISPERSER_HELP from basepage
[682c432]	1170	try:
	1171	self.set_dispers_sizer()
	1172	except:
	1173	pass
	1174	self.state.enable_disp = self.enable_disp.GetValue()
	1175	self.state.disable_disp = self.disable_disp.GetValue()
	1176	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	1177	self.state.slit_smearer = self.slit_smearer.GetValue()
	1178
[77910cf]	1179	self.state.structurecombobox = self.structurebox.GetValue()
	1180	self.state.formfactorcombobox = self.formfactorbox.GetValue()
	1181	self.state.categorycombobox = self.categorybox.GetValue()
[682c432]	1182	self.enable_fit_button()
[373d4ee]	1183	if self.model is not None:
[682c432]	1184	self.m_name = self.model.name
	1185	self.state.m_name = self.m_name
	1186	self.rename_model()
	1187	self._set_copy_flag(True)
	1188	self._set_paste_flag(True)
	1189	if self.data is not None:
	1190	is_data = check_data_validity(self.data)
	1191	if is_data:
	1192	self._set_bookmark_flag(not self.batch_on)
	1193	self._keep.Enable(not self.batch_on)
	1194	self._set_save_flag(True)
[e0d9ed2]	1195	#Setting smearing for cases with and without data.
	1196	self._set_smear(self.data)
[682c432]	1197
	1198	# more disables for 2D
	1199	self._set_smear_buttons()
	1200
	1201	try:
	1202	# update smearer sizer
[e0d9ed2]	1203	#This call for smearing set up caused double evaluation of
	1204	#I(q) and double compilation as results
	1205	#self.onSmear(None)
[682c432]	1206	temp_smear = None
	1207	if not self.disable_smearer.GetValue():
	1208	# Set the smearer environments
	1209	temp_smear = self.current_smearer
	1210	except:
	1211	raise
[c8e1996]	1212	# error occured on chisqr computation
	1213	# pass
	1214	# event to post model to fit to fitting plugins
[682c432]	1215	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
	1216
[c8e1996]	1217	# set smearing value whether or not data contain the smearing info
[682c432]	1218	evt = ModelEventbox(model=self.model,
[bf44249e]	1219	smearer=temp_smear,
	1220	enable_smearer=not self.disable_smearer.GetValue(),
	1221	qmin=float(self.qmin_x),
	1222	uid=self.uid,
	1223	caption=self.window_caption,
	1224	qmax=float(self.qmax_x))
[682c432]	1225
	1226	self._manager._on_model_panel(evt=evt)
[c8e1996]	1227	self.mbox_description.SetLabel("Model [ %s ]" %
	1228	str(self.model.name))
[682c432]	1229	self.mbox_description.SetForegroundColour(wx.BLUE)
	1230	self.state.model = self.model.clone()
	1231	self.state.model.name = self.model.name
	1232
[c8e1996]	1233	if event is not None:
	1234	# post state to fit panel
[682c432]	1235	new_event = PageInfoEvent(page=self)
	1236	wx.PostEvent(self.parent, new_event)
[c8e1996]	1237	# update list of plugins if new plugin is available
[4387385]	1238	custom_model = CUSTOM_MODEL
[682c432]	1239	mod_cat = self.categorybox.GetStringSelection()
	1240	if mod_cat == custom_model:
	1241	temp = self.parent.update_model_list()
	1242	if temp:
	1243	self.model_list_box = temp
	1244	current_val = self.formfactorbox.GetLabel()
	1245	pos = self.formfactorbox.GetSelection()
	1246	self._show_combox_helper()
	1247	self.formfactorbox.SetSelection(pos)
	1248	self.formfactorbox.SetValue(current_val)
	1249	# when select a model only from guictr/button
[c8e1996]	1250	if is_poly_enabled is not None:
[682c432]	1251	self.enable_disp.SetValue(is_poly_enabled)
	1252	self.disable_disp.SetValue(not is_poly_enabled)
	1253	self._set_dipers_Param(event=None)
	1254	self.state.enable_disp = self.enable_disp.GetValue()
	1255	self.state.disable_disp = self.disable_disp.GetValue()
	1256
	1257	# Keep the previous param values
	1258	if copy_flag:
	1259	self.get_paste_params(copy_flag)
[fdaf2b1]	1260	wx.CallAfter(self._onDraw, None)
[682c432]	1261
	1262	else:
	1263	self._draw_model()
	1264
	1265	if self.batch_on:
	1266	self.slit_smearer.Enable(False)
	1267	self.pinhole_smearer.Enable(False)
	1268	self.btEditMask.Disable()
	1269	self.EditMask_title.Disable()
	1270
	1271	self.Show(True)
	1272	self.SetupScrolling()
	1273
	1274	def _onparamEnter(self, event):
	1275	"""
	1276	when enter value on panel redraw model according to changed
	1277	"""
[c8e1996]	1278	if self.model is None:
[682c432]	1279	msg = "Please select a Model first..."
	1280	wx.MessageBox(msg, 'Info')
	1281	return
	1282
[c8e1996]	1283	# default flag
[682c432]	1284	flag = False
	1285	self.fitrange = True
[c8e1996]	1286	# get event object
[682c432]	1287	tcrtl = event.GetEventObject()
[c8e1996]	1288	# Clear msg if previously shown.
[682c432]	1289	msg = ""
	1290	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1291
	1292	if check_float(tcrtl):
	1293	flag = self._onparamEnter_helper()
	1294	self.show_npts2fit()
	1295	if self.fitrange:
	1296	temp_smearer = None
	1297	if not self.disable_smearer.GetValue():
	1298	temp_smearer = self.current_smearer
[c8e1996]	1299	# set smearing value whether or not data contain the
	1300	# smearing info
[682c432]	1301	if self.slit_smearer.GetValue():
	1302	flag1 = self.update_slit_smear()
	1303	flag = flag or flag1
	1304	elif self.pinhole_smearer.GetValue():
	1305	flag1 = self.update_pinhole_smear()
	1306	flag = flag or flag1
	1307	elif self.data.__class__.__name__ != "Data2D" and \
	1308	not self.enable2D:
[373d4ee]	1309	enable_smearer = not self.disable_smearer.GetValue()
[682c432]	1310	self._manager.set_smearer(smearer=temp_smearer,
	1311	fid=self.data.id,
	1312	uid=self.uid,
	1313	qmin=float(self.qmin_x),
	1314	qmax=float(self.qmax_x),
[934ce649]	1315	enable_smearer=enable_smearer)
[682c432]	1316	if flag:
[c8e1996]	1317	# self.compute_chisqr(smearer= temp_smearer)
[682c432]	1318
[c8e1996]	1319	# new state posted
[682c432]	1320	if self.state_change:
[c8e1996]	1321	# self._undo.Enable(True)
[682c432]	1322	event = PageInfoEvent(page=self)
	1323	wx.PostEvent(self.parent, event)
	1324	self.state_change = False
	1325	else:
	1326	# invalid fit range: do nothing here:
	1327	# msg already displayed in validate
	1328	return
	1329	else:
	1330	self.save_current_state()
[c8e1996]	1331	msg = "Cannot Plot: Must enter a number!!! "
[682c432]	1332	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1333
	1334	self.save_current_state()
	1335	return
	1336
	1337	def _onparamRangeEnter(self, event):
	1338	"""
	1339	Check validity of value enter in the parameters range field
	1340	"""
	1341	tcrtl = event.GetEventObject()
[c8e1996]	1342	# Clear msg if previously shown.
[682c432]	1343	msg = ""
	1344	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1345	# Flag to register when a parameter has changed.
	1346	is_modified = False
	1347	if tcrtl.GetValue().lstrip().rstrip() != "":
	1348	try:
	1349	tcrtl.SetBackgroundColour(wx.WHITE)
[ee4b3cb]	1350	self._check_value_enter(self.fittable_param)
	1351	self._check_value_enter(self.parameters)
[682c432]	1352	except:
	1353	tcrtl.SetBackgroundColour("pink")
	1354	msg = "Model Error:wrong value entered : %s" % sys.exc_value
	1355	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1356	return
	1357	else:
	1358	tcrtl.SetBackgroundColour(wx.WHITE)
	1359
[c8e1996]	1360	# self._undo.Enable(True)
[682c432]	1361	self.save_current_state()
	1362	event = PageInfoEvent(page=self)
	1363	wx.PostEvent(self.parent, event)
	1364	self.state_change = False
	1365
	1366	def qrang_set_focus(self, event=None):
	1367	"""
	1368	ON Qrange focus
	1369	"""
[c8e1996]	1370	if event is not None:
[682c432]	1371	event.Skip()
[c8e1996]	1372	# tcrtl = event.GetEventObject()
[682c432]	1373	self._validate_qrange(self.qmin, self.qmax)
	1374
	1375	def qrange_click(self, event):
	1376	"""
	1377	On Qrange textctrl click, make the qrange lines in the plot
	1378	"""
[c8e1996]	1379	if event is not None:
[682c432]	1380	event.Skip()
	1381	if self.data.__class__.__name__ == "Data2D":
	1382	return
	1383	is_click = event.LeftDown()
	1384	if is_click:
	1385	d_id = self.data.id
	1386	d_group_id = self.data.group_id
	1387	act_ctrl = event.GetEventObject()
	1388	wx.PostEvent(self._manager.parent,
	1389	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1390	group_id=d_group_id, leftdown=is_click,
	1391	active=act_ctrl))
	1392
	1393	def on_qrange_text(self, event):
	1394	"""
	1395	#On q range value updated. DO not combine with qrange_click().
	1396	"""
[c8e1996]	1397	if event is not None:
[682c432]	1398	event.Skip()
	1399	if self.data.__class__.__name__ == "Data2D":
	1400	return
	1401	act_ctrl = event.GetEventObject()
	1402	d_id = self.data.id
	1403	d_group_id = self.data.group_id
	1404	wx.PostEvent(self._manager.parent,
	1405	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1406	group_id=d_group_id, leftdown=False,
	1407	active=act_ctrl))
	1408	self._validate_qrange(self.qmin, self.qmax)
	1409
	1410	def on_key(self, event):
	1411	"""
	1412	On Key down
	1413	"""
	1414	event.Skip()
	1415	if self.data.__class__.__name__ == "Data2D":
	1416	return
	1417	ctrl = event.GetEventObject()
	1418	try:
	1419	x_data = float(ctrl.GetValue())
	1420	except:
	1421	return
	1422	key = event.GetKeyCode()
	1423	length = len(self.data.x)
[9a5097c]	1424	indx = (np.abs(self.data.x - x_data)).argmin()
[c8e1996]	1425	# return array.flat[idx]
[682c432]	1426	if key == wx.WXK_PAGEUP or key == wx.WXK_NUMPAD_PAGEUP:
	1427	indx += 1
	1428	if indx >= length:
	1429	indx = length - 1
	1430	elif key == wx.WXK_PAGEDOWN or key == wx.WXK_NUMPAD_PAGEDOWN:
	1431	indx -= 1
	1432	if indx < 0:
	1433	indx = 0
	1434	else:
	1435	return
	1436	ctrl.SetValue(str(self.data.x[indx]))
	1437	self._validate_qrange(self.qmin, self.qmax)
	1438
	1439	def _onQrangeEnter(self, event):
	1440	"""
	1441	Check validity of value enter in the Q range field
	1442	"""
	1443	tcrtl = event.GetEventObject()
[c8e1996]	1444	# Clear msg if previously shown.
[682c432]	1445	msg = ""
	1446	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1447	# For theory mode
	1448	if not self.data.is_data:
	1449	self.npts_x = self.Npts_total.GetValue()
	1450	self.Npts_fit.SetValue(self.npts_x)
	1451	self.create_default_data()
	1452	# Flag to register when a parameter has changed.
	1453	if tcrtl.GetValue().lstrip().rstrip() != "":
	1454	try:
	1455	tcrtl.SetBackgroundColour(wx.WHITE)
	1456	# If qmin and qmax have been modified, update qmin and qmax
	1457	if self._validate_qrange(self.qmin, self.qmax):
	1458	tempmin = float(self.qmin.GetValue())
	1459	if tempmin != self.qmin_x:
	1460	self.qmin_x = tempmin
	1461	tempmax = float(self.qmax.GetValue())
	1462	if tempmax != self.qmax_x:
	1463	self.qmax_x = tempmax
	1464	else:
	1465	tcrtl.SetBackgroundColour("pink")
	1466	msg = "Model Error:wrong value entered : %s" % sys.exc_value
	1467	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1468	return
	1469	except:
	1470	tcrtl.SetBackgroundColour("pink")
	1471	msg = "Model Error:wrong value entered : %s" % sys.exc_value
	1472	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1473	return
[c8e1996]	1474	# Check if # of points for theory model are valid(>0).
[682c432]	1475	# check for 2d
	1476	if self.data.__class__.__name__ == "Data2D" or \
	1477	self.enable2D:
	1478	# set mask
[9a5097c]	1479	radius = np.sqrt(self.data.qx_data * self.data.qx_data +
[682c432]	1480	self.data.qy_data * self.data.qy_data)
[c8e1996]	1481	index_data = ((self.qmin_x <= radius) & (radius <= self.qmax_x))
[682c432]	1482	index_data = (index_data) & (self.data.mask)
[9a5097c]	1483	index_data = (index_data) & (np.isfinite(self.data.data))
[682c432]	1484	if len(index_data[index_data]) < 10:
	1485	msg = "Cannot Plot :No or too little npts in"
	1486	msg += " that data range!!! "
	1487	wx.PostEvent(self._manager.parent,
	1488	StatusEvent(status=msg))
	1489	return
	1490	else:
[c8e1996]	1491	# self.data.mask = index_data
	1492	# self.Npts_fit.SetValue(str(len(self.data.mask)))
[682c432]	1493	self.show_npts2fit()
	1494	else:
[c8e1996]	1495	index_data = ((self.qmin_x <= self.data.x) &
[682c432]	1496	(self.data.x <= self.qmax_x))
	1497	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
	1498
	1499	self.npts_x = self.Npts_total.GetValue()
	1500	self.create_default_data()
	1501	self._save_plotting_range()
	1502	else:
	1503	tcrtl.SetBackgroundColour("pink")
	1504	msg = "Model Error:wrong value entered!!!"
	1505	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1506
	1507	self._draw_model()
	1508	self.save_current_state()
	1509	event = PageInfoEvent(page=self)
	1510	wx.PostEvent(self.parent, event)
	1511	self.state_change = False
	1512	return
	1513
	1514	def _clear_Err_on_Fit(self):
	1515	"""
	1516	hide the error text control shown
	1517	after fitting
	1518	"""
	1519
	1520	if self.is_mac:
	1521	return
	1522	if hasattr(self, "text2_3"):
	1523	self.text2_3.Hide()
	1524
	1525	if len(self.parameters) > 0:
	1526	for item in self.parameters:
	1527	if item[0].IsShown():
[c8e1996]	1528	# Skip the angle parameters if 1D data
[682c432]	1529	if self.data.__class__.__name__ != "Data2D" and \
	1530	not self.enable2D:
	1531	if item in self.orientation_params:
	1532	continue
	1533	if item in self.param_toFit:
	1534	continue
[c8e1996]	1535	# hide statictext +/-
[682c432]	1536	if len(item) < 4:
	1537	continue
[c8e1996]	1538	if item[3] is not None and item[3].IsShown():
[682c432]	1539	item[3].Hide()
[c8e1996]	1540	# hide textcrtl for error after fit
	1541	if item[4] is not None and item[4].IsShown():
[682c432]	1542	item[4].Hide()
	1543
	1544	if len(self.fittable_param) > 0:
	1545	for item in self.fittable_param:
	1546	if item[0].IsShown():
[c8e1996]	1547	# Skip the angle parameters if 1D data
[682c432]	1548	if self.data.__class__.__name__ != "Data2D" and \
	1549	not self.enable2D:
	1550	if item in self.orientation_params:
	1551	continue
	1552	if item in self.param_toFit:
	1553	continue
	1554	if len(item) < 4:
	1555	continue
[c8e1996]	1556	# hide statictext +/-
	1557	if item[3] is not None and item[3].IsShown():
[682c432]	1558	item[3].Hide()
[c8e1996]	1559	# hide textcrtl for error after fit
	1560	if item[4] is not None and item[4].IsShown():
[682c432]	1561	item[4].Hide()
	1562	return
	1563
	1564	def _get_defult_custom_smear(self):
	1565	"""
	1566	Get the defult values for custum smearing.
	1567	"""
	1568	# get the default values
[c8e1996]	1569	if self.dxl is None:
[682c432]	1570	self.dxl = 0.0
[c8e1996]	1571	if self.dxw is None:
[682c432]	1572	self.dxw = ""
[7e98655]	1573	if self.dx_percent is None:
	1574	self.dx_percent = SMEAR_SIZE_H
[682c432]	1575
	1576	def _get_smear_info(self):
	1577	"""
	1578	Get the smear info from data.
	1579
	1580	:return: self.smear_type, self.dq_l and self.dq_r,
	1581	respectively the type of the smear, dq_min and
	1582	dq_max for pinhole smear data
	1583	while dxl and dxw for slit smear
	1584	"""
	1585	# default
	1586	self.smear_type = None
	1587	self.dq_l = None
	1588	self.dq_r = None
	1589	data = self.data
	1590	if self.data is None:
	1591	return
	1592	elif self.data.__class__.__name__ == "Data2D" or \
	1593	self.enable2D:
[c8e1996]	1594	if data.dqx_data is None or data.dqy_data is None:
[682c432]	1595	return
[c8e1996]	1596	elif self.current_smearer is not None \
[682c432]	1597	and data.dqx_data.any() != 0 \
	1598	and data.dqx_data.any() != 0:
	1599	self.smear_type = "Pinhole2d"
[9a5097c]	1600	self.dq_l = format_number(np.average(data.dqx_data))
	1601	self.dq_r = format_number(np.average(data.dqy_data))
[682c432]	1602	return
	1603	else:
	1604	return
	1605	# check if it is pinhole smear and get min max if it is.
[9a5097c]	1606	if data.dx is not None and np.any(data.dx):
[682c432]	1607	self.smear_type = "Pinhole"
	1608	self.dq_l = data.dx[0]
	1609	self.dq_r = data.dx[-1]
	1610
	1611	# check if it is slit smear and get min max if it is.
[c8e1996]	1612	elif data.dxl is not None or data.dxw is not None:
[682c432]	1613	self.smear_type = "Slit"
[9a5097c]	1614	if data.dxl is not None and np.all(data.dxl, 0):
[682c432]	1615	self.dq_l = data.dxl[0]
[9a5097c]	1616	if data.dxw is not None and np.all(data.dxw, 0):
[682c432]	1617	self.dq_r = data.dxw[0]
[c8e1996]	1618	# return self.smear_type,self.dq_l,self.dq_r
[682c432]	1619
	1620	def _show_smear_sizer(self):
	1621	"""
	1622	Show only the sizers depending on smear selection
	1623	"""
	1624	# smear disabled
	1625	if self.disable_smearer.GetValue():
	1626	self.smear_description_none.Show(True)
	1627	# 2Dsmear
	1628	elif self._is_2D():
	1629	self.smear_description_accuracy_type.Show(True)
	1630	self.smear_accuracy.Show(True)
	1631	self.smear_description_accuracy_type.Show(True)
	1632	self.smear_description_2d.Show(True)
	1633	self.smear_description_2d_x.Show(True)
	1634	self.smear_description_2d_y.Show(True)
	1635	if self.pinhole_smearer.GetValue():
[7e98655]	1636	self.smear_pinhole_percent.Show(True)
[682c432]	1637	# smear from data
	1638	elif self.enable_smearer.GetValue():
	1639
	1640	self.smear_description_dqdata.Show(True)
[c8e1996]	1641	if self.smear_type is not None:
[682c432]	1642	self.smear_description_smear_type.Show(True)
	1643	if self.smear_type == 'Slit':
	1644	self.smear_description_slit_height.Show(True)
	1645	self.smear_description_slit_width.Show(True)
	1646	elif self.smear_type == 'Pinhole':
[7e98655]	1647	self.smear_description_pin_percent.Show(True)
[682c432]	1648	self.smear_description_smear_type.Show(True)
	1649	self.smear_description_type.Show(True)
	1650	self.smear_data_left.Show(True)
	1651	self.smear_data_right.Show(True)
	1652	# custom pinhole smear
	1653	elif self.pinhole_smearer.GetValue():
	1654	if self.smear_type == 'Pinhole':
	1655	self.smear_message_new_p.Show(True)
[7e98655]	1656	self.smear_description_pin_percent.Show(True)
[682c432]	1657
[7e98655]	1658	self.smear_pinhole_percent.Show(True)
[682c432]	1659	# custom slit smear
	1660	elif self.slit_smearer.GetValue():
	1661	self.smear_message_new_s.Show(True)
	1662	self.smear_description_slit_height.Show(True)
	1663	self.smear_slit_height.Show(True)
	1664	self.smear_description_slit_width.Show(True)
	1665	self.smear_slit_width.Show(True)
	1666
	1667	def _hide_all_smear_info(self):
	1668	"""
	1669	Hide all smearing messages in the set_smearer sizer
	1670	"""
	1671	self.smear_description_none.Hide()
	1672	self.smear_description_dqdata.Hide()
	1673	self.smear_description_type.Hide()
	1674	self.smear_description_smear_type.Hide()
	1675	self.smear_description_accuracy_type.Hide()
	1676	self.smear_description_2d_x.Hide()
	1677	self.smear_description_2d_y.Hide()
	1678	self.smear_description_2d.Hide()
	1679
	1680	self.smear_accuracy.Hide()
	1681	self.smear_data_left.Hide()
	1682	self.smear_data_right.Hide()
[7e98655]	1683	self.smear_description_pin_percent.Hide()
	1684	self.smear_pinhole_percent.Hide()
[682c432]	1685	self.smear_description_slit_height.Hide()
	1686	self.smear_slit_height.Hide()
	1687	self.smear_description_slit_width.Hide()
	1688	self.smear_slit_width.Hide()
	1689	self.smear_message_new_p.Hide()
	1690	self.smear_message_new_s.Hide()
	1691
	1692	def _set_accuracy_list(self):
	1693	"""
	1694	Set the list of an accuracy in 2D custum smear:
	1695	Xhigh, High, Med, or Low
	1696	"""
	1697	# list of accuracy choices
	1698	list = ['Low', 'Med', 'High', 'Xhigh']
	1699	for idx in range(len(list)):
	1700	self.smear_accuracy.Append(list[idx], idx)
	1701
	1702	def _set_fun_box_list(self, fun_box):
	1703	"""
	1704	Set the list of func for multifunctional models
	1705	"""
	1706	# Check if it is multi_functional model
	1707	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
	1708	and not self.temp_multi_functional:
	1709	return None
	1710	# Get the func name list
	1711	list = self.model.fun_list
	1712	if len(list) == 0:
	1713	return None
	1714	# build function (combo)box
	1715	ind = 0
	1716	while(ind < len(list)):
	1717	for key, val in list.iteritems():
	1718	if (val == ind):
	1719	fun_box.Append(key, val)
	1720	break
	1721	ind += 1
	1722
	1723	def _on_select_accuracy(self, event):
	1724	"""
	1725	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
	1726	"""
[c8e1996]	1727	# event.Skip()
[682c432]	1728	# Check if the accuracy is same as before
[c8e1996]	1729	# self.smear2d_accuracy = event.GetEventObject().GetValue()
[682c432]	1730	self.smear2d_accuracy = self.smear_accuracy.GetValue()
	1731	if self.pinhole_smearer.GetValue():
	1732	self.onPinholeSmear(event=None)
	1733	else:
	1734	self.onSmear(event=None)
[c8e1996]	1735	if self.current_smearer is not None:
[682c432]	1736	self.current_smearer.set_accuracy(accuracy=\
	1737	self.smear2d_accuracy)
	1738	event.Skip()
	1739
	1740	def _on_fun_box(self, event):
	1741	"""
	1742	Select an func: Erf,Rparabola,LParabola
	1743	"""
	1744	fun_val = None
	1745	fun_box = event.GetEventObject()
	1746	name = fun_box.Name
	1747	value = fun_box.GetValue()
	1748	if value in self.model.fun_list:
	1749	fun_val = self.model.fun_list[value]
	1750
	1751	self.model.setParam(name, fun_val)
	1752	# save state
	1753	self._copy_parameters_state(self.str_parameters,
	1754	self.state.str_parameters)
	1755	# update params
	1756	self._update_paramv_on_fit()
	1757	# draw
	1758	self._draw_model()
	1759	self.Refresh()
	1760	# get ready for new event
	1761	event.Skip()
	1762
	1763	def _onMask(self, event):
	1764	"""
	1765	Build a panel to allow to edit Mask
	1766	"""
[c8e1996]	1767	from sas.sasgui.guiframe.local_perspectives.plotting.masking import \
	1768	MaskPanel as MaskDialog
[682c432]	1769
	1770	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
	1771	self.panel.ShowModal()
	1772
	1773	def _draw_masked_model(self, event):
	1774	"""
	1775	Draw model image w/mask
	1776	"""
	1777	is_valid_qrange = self._update_paramv_on_fit()
	1778
[c8e1996]	1779	if is_valid_qrange and self.model is not None:
[682c432]	1780	self.panel.MakeModal(False)
	1781	event.Skip()
	1782	# try re draw the model plot if it exists
	1783	self._draw_model()
	1784	self.show_npts2fit()
[c8e1996]	1785	elif self.model is None:
[682c432]	1786	self.panel.MakeModal(False)
	1787	event.Skip()
	1788	self.show_npts2fit()
	1789	msg = "No model is found on updating MASK in the model plot... "
	1790	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1791	else:
	1792	event.Skip()
	1793	msg = ' Please consider your Q range, too.'
	1794	self.panel.ShowMessage(msg)
	1795
	1796	def _set_smear(self, data):
	1797	"""
	1798	Set_smear
	1799	"""
	1800	if data is None:
	1801	return
	1802	self.current_smearer = smear_selection(data, self.model)
	1803	flag = self.disable_smearer.GetValue()
[373d4ee]	1804	if self.current_smearer is None:
[682c432]	1805	self.enable_smearer.Disable()
	1806	else:
	1807	self.enable_smearer.Enable()
	1808	if not flag:
	1809	self.onSmear(None)
	1810
	1811	def get_view_mode(self):
	1812	"""
	1813	return True if the panel allow 2D or False if 1D
	1814	"""
	1815	return self.enable2D
	1816
	1817	def compute_data_set_range(self, data_list):
	1818	"""
	1819	find the range that include all data in the set
	1820	return the minimum and the maximum values
	1821	"""
	1822	if data_list is not None and data_list != []:
	1823	for data in data_list:
	1824	qmin, qmax, npts = self.compute_data_range(data)
	1825	self.qmin_data_set = min(self.qmin_data_set, qmin)
	1826	self.qmax_data_set = max(self.qmax_data_set, qmax)
	1827	self.npts_data_set += npts
	1828	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
	1829
	1830	def compute_data_range(self, data):
	1831	"""
	1832	compute the minimum and the maximum range of the data
	1833	return the npts contains in data
	1834	:param data:
	1835	"""
	1836	qmin, qmax, npts = None, None, None
	1837	if data is not None:
	1838	if not hasattr(data, "data"):
	1839	try:
	1840	qmin = min(data.x)
	1841	# Maximum value of data
	1842	qmax = max(data.x)
	1843	npts = len(data.x)
	1844	except:
[c8e1996]	1845	msg = "Unable to find min/max/length of \n data named %s" %\
[682c432]	1846	data.filename
	1847	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1848	info="error"))
	1849	raise ValueError, msg
	1850
	1851	else:
	1852	qmin = 0
	1853	try:
	1854	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
	1855	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
	1856	except:
	1857	msg = "Unable to find min/max of \n data named %s" % \
	1858	data.filename
	1859	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1860	info="error"))
	1861	raise ValueError, msg
[c8e1996]	1862	# Maximum value of data
[682c432]	1863	qmax = math.sqrt(x * x + y * y)
	1864	npts = len(data.data)
	1865	return qmin, qmax, npts
	1866
	1867	def set_data(self, data):
	1868	"""
	1869	reset the current data
	1870	"""
	1871	id = None
	1872	flag = False
	1873	is_data = False
[c8e1996]	1874	npts = 0
[682c432]	1875	try:
	1876	old_id = self.data.id
	1877	old_group_id = self.data.group_id
	1878	except:
	1879	old_id = id
	1880	old_group_id = id
	1881	if self.data is not None:
	1882	is_data = check_data_validity(self.data)
	1883	if not is_data and data is not None:
	1884	flag = True
	1885	if data is not None:
	1886	if is_data:
	1887	self.graph_id = self.data.group_id
	1888	flag = (data.id != self.data.id)
	1889	self.data = data
	1890	if check_data_validity(data):
	1891	self.graph_id = data.group_id
	1892	self.data.group_id = self.graph_id
	1893
	1894	if self.data is None:
	1895	data_name = ""
	1896	self._set_bookmark_flag(False)
	1897	self._keep.Enable(False)
	1898	self._set_save_flag(False)
	1899	else:
[c8e1996]	1900	if self.model is not None:
[682c432]	1901	self._set_bookmark_flag(not self.batch_on)
	1902	self._keep.Enable(not self.batch_on)
	1903	if self.data.is_data:
	1904	self._set_save_flag(True)
	1905	self._set_preview_flag(True)
	1906
	1907	# more disables for 2D
[03137f1]	1908	di_flag = False
	1909	dq_flag = False
[682c432]	1910	if self.data.__class__.__name__ == "Data2D" or \
	1911	self.enable2D:
	1912	self.slit_smearer.Disable()
	1913	self.pinhole_smearer.Enable(True)
	1914	self.default_mask = copy.deepcopy(self.data.mask)
[3d55219]	1915	if self.data.err_data is not None \
[9a5097c]	1916	and np.any(self.data.err_data):
[03137f1]	1917	di_flag = True
[3d55219]	1918	if self.data.dqx_data is not None \
[9a5097c]	1919	and np.any(self.data.dqx_data):
[03137f1]	1920	dq_flag = True
[682c432]	1921	else:
	1922	self.slit_smearer.Enable(True)
	1923	self.pinhole_smearer.Enable(True)
[9a5097c]	1924	if self.data.dy is not None and np.any(self.data.dy):
[03137f1]	1925	di_flag = True
[9a5097c]	1926	if self.data.dx is not None and np.any(self.data.dx):
[3d55219]	1927	dq_flag = True
[9a5097c]	1928	elif self.data.dxl is not None and np.any(self.data.dxl):
[03137f1]	1929	dq_flag = True
	1930
	1931	if dq_flag:
	1932	self.enable_smearer.Enable(True)
	1933	self.enable_smearer.SetValue(True)
	1934	self.disable_smearer.SetValue(False)
[3d55219]	1935	else:
	1936	self.enable_smearer.Disable()
	1937	self.disable_smearer.Enable(True)
	1938	self.disable_smearer.SetValue(True)
[03137f1]	1939
	1940	if di_flag:
	1941	self.dI_didata.Enable(True)
	1942	self.dI_didata.SetValue(True)
	1943	self.weightbt_string = self.dI_didata.GetLabelText()
[3d55219]	1944	else:
	1945	self.dI_didata.Enable(False)
	1946	self.dI_noweight.SetValue(True)
	1947	self.weightbt_string = self.dI_noweight.GetLabelText()
[c8e1996]	1948
	1949	# Enable weighting radio buttons
[682c432]	1950	self.dI_noweight.Enable(True)
	1951	self.dI_sqrdata.Enable(True)
	1952	self.dI_idata.Enable(True)
	1953
	1954	self.formfactorbox.Enable()
	1955	self.structurebox.Enable()
	1956	data_name = self.data.name
	1957	_, _, npts = self.compute_data_range(self.data)
[c8e1996]	1958	# set maximum range for x in linear scale
[682c432]	1959	if not hasattr(self.data, "data"): # Display only for 1D data fit
	1960	self.btEditMask.Disable()
	1961	self.EditMask_title.Disable()
	1962	else:
	1963	self.btEditMask.Enable()
	1964	self.EditMask_title.Enable()
	1965
	1966	self.Npts_total.SetValue(str(npts))
[c8e1996]	1967	# default:number of data points selected to fit
[682c432]	1968	self.Npts_fit.SetValue(str(npts))
	1969	self.Npts_total.SetEditable(False)
[c8e1996]	1970	self.Npts_total.SetBackgroundColour(
[682c432]	1971	self.GetParent().GetBackgroundColour())
	1972
	1973	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
	1974	self.pointsbox.Disable()
	1975	self.dataSource.SetValue(data_name)
	1976	self.state.data = data
	1977	self.enable_fit_button()
	1978	# send graph_id to page_finder
	1979	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
[c8e1996]	1980	# focus the page
[682c432]	1981	if check_data_validity(data):
	1982	self.data_box_description.SetForegroundColour(wx.BLUE)
	1983
	1984	if self.batch_on:
	1985	self.slit_smearer.Enable(False)
	1986	self.pinhole_smearer.Enable(False)
	1987	self.btEditMask.Disable()
	1988	self.EditMask_title.Disable()
	1989
[2d568f6]	1990	self.on_smear_helper()
[682c432]	1991	self.on_set_focus(None)
	1992	self.Refresh()
[c8e1996]	1993	# update model plot with new data information
[682c432]	1994	if flag:
	1995	if self.data.__class__.__name__ == "Data2D":
	1996	self.enable2D = True
	1997	self.model_view.SetLabel("2D Mode")
	1998	else:
	1999	self.enable2D = False
	2000	self.model_view.SetLabel("1D Mode")
	2001	self.model_view.Disable()
[c8e1996]	2002	# replace data plot on combo box selection
	2003	# by removing the previous selected data
[682c432]	2004	try:
	2005	wx.PostEvent(self._manager.parent,
	2006	NewPlotEvent(action="delete",
	2007	group_id=old_group_id, id=old_id))
	2008	except:
	2009	pass
[c8e1996]	2010	# plot the current selected data
[682c432]	2011	wx.PostEvent(self._manager.parent,
	2012	NewPlotEvent(action="check", plot=self.data,
	2013	title=str(self.data.title)))
	2014	self._draw_model()
	2015
	2016	def _npts_click(self, event):
	2017	"""
	2018	Prevent further handling of the mouse event on Npts_total
	2019	by not calling Skip().
	2020	"""
	2021	pass
	2022
	2023	def reset_page(self, state, first=False):
	2024	"""
	2025	reset the state
	2026	"""
	2027	try:
	2028	self.reset_page_helper(state)
	2029
[c8e1996]	2030	self.select_param()
	2031	# Save state_fit
[682c432]	2032	self.save_current_state_fit()
	2033	except:
	2034	self._show_combox_helper()
	2035	msg = "Error: This model state has missing or outdated "
	2036	msg += "information.\n"
[6c382da]	2037	msg += traceback.format_exc()
[682c432]	2038	wx.PostEvent(self._manager.parent,
	2039	StatusEvent(status=msg, info="error"))
	2040	self._lay_out()
	2041	self.Refresh()
	2042
	2043	def get_range(self):
	2044	"""
	2045	return the fitting range
	2046	"""
	2047	return float(self.qmin_x), float(self.qmax_x)
	2048
	2049	def get_npts2fit(self):
	2050	"""
	2051	return numbers of data points within qrange
	2052
	2053	:Note: This is to normalize chisq by Npts of fit
	2054
	2055	"""
	2056	if self.data is None:
	2057	return
	2058	npts2fit = 0
	2059	qmin, qmax = self.get_range()
	2060	if self.data.__class__.__name__ == "Data2D" or \
	2061	self.enable2D:
[9a5097c]	2062	radius = np.sqrt(self.data.qx_data * self.data.qx_data +
[682c432]	2063	self.data.qy_data * self.data.qy_data)
	2064	index_data = (self.qmin_x <= radius) & (radius <= self.qmax_x)
	2065	index_data = (index_data) & (self.data.mask)
[9a5097c]	2066	index_data = (index_data) & (np.isfinite(self.data.data))
[682c432]	2067	npts2fit = len(self.data.data[index_data])
	2068	else:
	2069	for qx in self.data.x:
[c8e1996]	2070	if qmax >= qx >= qmin:
[682c432]	2071	npts2fit += 1
	2072	return npts2fit
	2073
	2074	def show_npts2fit(self):
	2075	"""
	2076	setValue Npts for fitting
	2077	"""
	2078	self.Npts_fit.SetValue(str(self.get_npts2fit()))
	2079
	2080	def get_chi2(self):
	2081	"""
	2082	return the current chi2
	2083	"""
	2084	return self.tcChi.GetValue()
	2085
	2086	def onsetValues(self, chisqr, p_name, out, cov):
	2087	"""
	2088	Build the panel from the fit result
	2089
	2090	:param chisqr: Value of the goodness of fit metric
	2091	:param p_name: the name of parameters
	2092	:param out: list of parameter with the best value found during fitting
	2093	:param cov: Covariance matrix
	2094
	2095	"""
	2096
	2097	# make sure stop button to fit button all the time
	2098	self._on_fit_complete()
[9a5097c]	2099	if out is None or not np.isfinite(chisqr):
[682c432]	2100	raise ValueError, "Fit error occured..."
	2101
	2102	is_modified = False
	2103	has_error = False
	2104	dispersity = ''
	2105
[c8e1996]	2106	# Hide textctrl boxes of errors.
[682c432]	2107	self._clear_Err_on_Fit()
	2108
[c8e1996]	2109	# Check if chi2 is finite
[9a5097c]	2110	if chisqr is not None and np.isfinite(chisqr):
[c8e1996]	2111	# format chi2
[682c432]	2112	chi2 = format_number(chisqr, True)
	2113	self.tcChi.SetValue(chi2)
	2114	self.tcChi.Refresh()
	2115	else:
	2116	self.tcChi.SetValue("-")
	2117
[c8e1996]	2118	# Hide error title
[682c432]	2119	if self.text2_3.IsShown() and not self.is_mac:
	2120	self.text2_3.Hide()
	2121
	2122	try:
	2123	if self.enable_disp.GetValue():
	2124	if hasattr(self, "text_disp_1"):
[c8e1996]	2125	if self.text_disp_1 is not None and not self.is_mac:
[682c432]	2126	self.text_disp_1.Hide()
	2127	except:
	2128	dispersity = None
	2129	pass
	2130
	2131	i = 0
[c8e1996]	2132	# Set the panel when fit result are list
[682c432]	2133
	2134	for item in self.param_toFit:
[c8e1996]	2135	if len(item) > 5 and item is not None:
[682c432]	2136
	2137	if item[0].IsShown():
[c8e1996]	2138	# reset error value to initial state
[682c432]	2139	if not self.is_mac:
	2140	item[3].Hide()
	2141	item[4].Hide()
	2142	for ind in range(len(out)):
	2143	if item[1] == p_name[ind]:
	2144	break
[c8e1996]	2145	if len(out) > 0 and out[ind] is not None:
[682c432]	2146	val_out = format_number(out[ind], True)
	2147	item[2].SetValue(val_out)
	2148
[c8e1996]	2149	if(cov is not None and len(cov) == len(out)):
[682c432]	2150	try:
[c8e1996]	2151	if dispersity is not None:
[682c432]	2152	if self.enable_disp.GetValue():
	2153	if hasattr(self, "text_disp_1"):
[c8e1996]	2154	if self.text_disp_1 is not None:
[682c432]	2155	if not self.text_disp_1.IsShown()\
[c8e1996]	2156	and not self.is_mac:
[682c432]	2157	self.text_disp_1.Show(True)
	2158	except:
	2159	pass
	2160
[c8e1996]	2161	if cov[ind] is not None:
[9a5097c]	2162	if np.isfinite(float(cov[ind])):
[682c432]	2163	val_err = format_number(cov[ind], True)
[c8e1996]	2164	item[4].SetForegroundColour(wx.BLACK)
[373d4ee]	2165	else:
	2166	val_err = 'NaN'
[60d08fd]	2167	item[4].SetForegroundColour(wx.RED)
[373d4ee]	2168	if not self.is_mac:
	2169	item[3].Show(True)
	2170	item[4].Show(True)
	2171	item[4].SetValue(val_err)
	2172	has_error = True
[682c432]	2173	i += 1
	2174	else:
	2175	raise ValueError, "onsetValues: Invalid parameters..."
[c8e1996]	2176	# Show error title when any errors displayed
[682c432]	2177	if has_error:
	2178	if not self.text2_3.IsShown():
	2179	self.text2_3.Show(True)
[c8e1996]	2180	# save current state
[682c432]	2181	self.save_current_state()
	2182
[c8e1996]	2183	# plot model ( when drawing, do not update chisqr value again)
[682c432]	2184	self._draw_model(update_chisqr=False, source='fit')
	2185
	2186	def onWeighting(self, event):
	2187	"""
	2188	On Weighting radio button event, sets the weightbt_string
	2189	"""
	2190	self.weightbt_string = event.GetEventObject().GetLabelText()
	2191	self._set_weight()
	2192
	2193	def _set_weight(self, is_2D=None):
	2194	"""
	2195	Set weight in fit problem
	2196	"""
	2197	# compute weight for the current data
	2198	flag_weight = self.get_weight_flag()
[c8e1996]	2199	if is_2D is None:
[682c432]	2200	is_2D = self._is_2D()
	2201	self._manager.set_fit_weight(uid=self.uid,
	2202	flag=flag_weight,
	2203	is2d=is_2D,
	2204	fid=None)
	2205
	2206	def onPinholeSmear(self, event):
	2207	"""
	2208	Create a custom pinhole smear object that will change the way residuals
	2209	are compute when fitting
	2210
	2211	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
	2212	None for 1D
	2213
	2214	"""
	2215	# Need update param values
	2216	self._update_paramv_on_fit()
	2217
[c8e1996]	2218	if event is not None:
[682c432]	2219	tcrtl = event.GetEventObject()
	2220	# event case of radio button
[c8e1996]	2221	if tcrtl.GetValue():
[7e98655]	2222	self.dx_percent = 0.0
[682c432]	2223	is_new_pinhole = True
	2224	else:
	2225	is_new_pinhole = self._is_changed_pinhole()
	2226	else:
	2227	is_new_pinhole = True
	2228	# if any value is changed
	2229	if is_new_pinhole:
[098f3d2]	2230	self._set_pinhole_smear()
[682c432]	2231	# hide all silt sizer
	2232	self._hide_all_smear_info()
	2233
	2234	# show relevant slit sizers
	2235	self._show_smear_sizer()
	2236
	2237	self.sizer_set_smearer.Layout()
[c8e1996]	2238	# we need FitInside here not just self.Layout to ensure all the sizers
	2239	# end up with the necessasary space to in the scroll panel. In
	2240	# particular the compute and fit buttons end up on top of each other
	2241	# PDB Nov 28 2015.
[1c2bf90]	2242	self.FitInside()
[682c432]	2243
[c8e1996]	2244	if event is not None:
[682c432]	2245	event.Skip()
[c8e1996]	2246	# self._undo.Enable(True)
[682c432]	2247	self.save_current_state()
	2248	event = PageInfoEvent(page=self)
	2249	wx.PostEvent(self.parent, event)
	2250
	2251	def _is_changed_pinhole(self):
	2252	"""
	2253	check if any of pinhole smear is changed
	2254
	2255	:return: True or False
	2256
	2257	"""
	2258	# get the values
[7e98655]	2259	pin_percent = self.smear_pinhole_percent.GetValue()
[682c432]	2260
	2261	# Check changes in slit heigth
	2262	try:
[7e98655]	2263	dx_percent = float(pin_percent)
[682c432]	2264	except:
	2265	return True
[7e98655]	2266	if self.dx_percent != dx_percent:
[682c432]	2267	return True
	2268	return False
	2269
	2270	def _set_pinhole_smear(self):
	2271	"""
	2272	Set custom pinhole smear
	2273
	2274	:return: msg
	2275
	2276	"""
	2277	# copy data
	2278	data = copy.deepcopy(self.data)
	2279	if self._is_2D():
	2280	self.smear_type = 'Pinhole2d'
	2281	len_data = len(data.data)
[9a5097c]	2282	data.dqx_data = np.zeros(len_data)
	2283	data.dqy_data = np.zeros(len_data)
[682c432]	2284	else:
	2285	self.smear_type = 'Pinhole'
	2286	len_data = len(data.x)
[9a5097c]	2287	data.dx = np.zeros(len_data)
[682c432]	2288	data.dxl = None
	2289	data.dxw = None
	2290	msg = None
	2291
[7e98655]	2292	get_pin_percent = self.smear_pinhole_percent
[682c432]	2293
[7e98655]	2294	if not check_float(get_pin_percent):
	2295	get_pin_percent.SetBackgroundColour("pink")
[682c432]	2296	msg = "Model Error:wrong value entered!!!"
	2297	else:
	2298	if len_data < 2:
	2299	len_data = 2
[d85f1d8a]	2300	self.dx_percent = float(get_pin_percent.GetValue())
[7e98655]	2301	if self.dx_percent < 0:
	2302	get_pin_percent.SetBackgroundColour("pink")
[682c432]	2303	msg = "Model Error:This value can not be negative!!!"
[7e98655]	2304	elif self.dx_percent is not None:
[d85f1d8a]	2305	percent = self.dx_percent/100
[682c432]	2306	if self._is_2D():
[d85f1d8a]	2307	data.dqx_data[data.dqx_data == 0] = percent * data.qx_data
	2308	data.dqy_data[data.dqy_data == 0] = percent * data.qy_data
[682c432]	2309	else:
[d85f1d8a]	2310	data.dx = percent * data.x
[682c432]	2311	self.current_smearer = smear_selection(data, self.model)
	2312	# 2D need to set accuracy
	2313	if self._is_2D():
[c8e1996]	2314	self.current_smearer.set_accuracy(
	2315	accuracy=self.smear2d_accuracy)
[682c432]	2316
[c8e1996]	2317	if msg is not None:
[682c432]	2318	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	2319	else:
[7e98655]	2320	get_pin_percent.SetBackgroundColour("white")
[c8e1996]	2321	# set smearing value whether or not the data contain the smearing info
[682c432]	2322
[373d4ee]	2323	enable_smearer = not self.disable_smearer.GetValue()
[682c432]	2324	self._manager.set_smearer(smearer=self.current_smearer,
[373d4ee]	2325	fid=self.data.id,
	2326	qmin=float(self.qmin_x),
	2327	qmax=float(self.qmax_x),
	2328	enable_smearer=enable_smearer,
	2329	uid=self.uid)
[682c432]	2330	return msg
	2331
	2332	def update_pinhole_smear(self):
	2333	"""
	2334	called by kill_focus on pinhole TextCntrl
	2335	to update the changes
	2336
	2337	:return: False when wrong value was entered
	2338
	2339	"""
	2340	# msg default
	2341	msg = None
	2342	# check if any value is changed
	2343	if self._is_changed_pinhole():
	2344	msg = self._set_pinhole_smear()
	2345	wx.CallAfter(self.save_current_state)
	2346
[c8e1996]	2347	if msg is not None:
[682c432]	2348	return False
	2349	else:
	2350	return True
	2351
	2352	def onSlitSmear(self, event):
	2353	"""
	2354	Create a custom slit smear object that will change the way residuals
	2355	are compute when fitting
	2356	"""
	2357	# Need update param values
	2358	self._update_paramv_on_fit()
	2359
	2360	# msg default
	2361	msg = None
	2362	# for event given
[c8e1996]	2363	if event is not None:
[682c432]	2364	tcrtl = event.GetEventObject()
	2365	# event case of radio button
	2366	if tcrtl.GetValue():
	2367	self.dxl = 0.0
	2368	self.dxw = 0.0
	2369	is_new_slit = True
	2370	else:
	2371	is_new_slit = self._is_changed_slit()
	2372	else:
	2373	is_new_slit = True
	2374
	2375	# if any value is changed
	2376	if is_new_slit:
	2377	msg = self._set_slit_smear()
	2378
	2379	# hide all silt sizer
	2380	self._hide_all_smear_info()
	2381	# show relevant slit sizers
	2382	self._show_smear_sizer()
	2383	self.sizer_set_smearer.Layout()
[c8e1996]	2384	# we need FitInside here not just self.Layout to ensure all the sizers
	2385	# end up with the necessasary space to in the scroll panel. In
	2386	# particular the compute and fit buttons end up on top of each other
	2387	# PDB Nov 28 2015.
[1c2bf90]	2388	self.FitInside()
[682c432]	2389
[c8e1996]	2390	if event is not None:
[682c432]	2391	event.Skip()
	2392	self.save_current_state()
	2393	event = PageInfoEvent(page=self)
	2394	wx.PostEvent(self.parent, event)
[c8e1996]	2395	if msg is not None:
[682c432]	2396	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	2397
	2398	def _is_changed_slit(self):
	2399	"""
	2400	check if any of slit lengths is changed
	2401
	2402	:return: True or False
	2403
	2404	"""
	2405	# get the values
	2406	width = self.smear_slit_width.GetValue()
	2407	height = self.smear_slit_height.GetValue()
	2408
	2409	# check and change the box bg color if it was pink
	2410	# but it should be white now
	2411	# because this is the case that _set_slit_smear() will not handle
	2412	if height.lstrip().rstrip() == "":
	2413	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2414	if width.lstrip().rstrip() == "":
	2415	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2416
	2417	# Check changes in slit width
	2418	if width == "":
	2419	dxw = 0.0
	2420	else:
	2421	try:
	2422	dxw = float(width)
	2423	except:
	2424	return True
	2425	if self.dxw != dxw:
	2426	return True
	2427
	2428	# Check changes in slit heigth
	2429	if height == "":
	2430	dxl = 0.0
	2431	else:
	2432	try:
	2433	dxl = float(height)
	2434	except:
	2435	return True
	2436	if self.dxl != dxl:
	2437	return True
	2438
	2439	return False
	2440
	2441	def _set_slit_smear(self):
	2442	"""
	2443	Set custom slit smear
	2444
	2445	:return: message to inform the user about the validity
	2446	of the values entered for slit smear
	2447	"""
[373d4ee]	2448	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
[682c432]	2449	return
	2450	# make sure once more if it is smearer
	2451	data = copy.deepcopy(self.data)
	2452	data_len = len(data.x)
	2453	data.dx = None
	2454	data.dxl = None
	2455	data.dxw = None
	2456	msg = None
	2457
	2458	try:
	2459	self.dxl = float(self.smear_slit_height.GetValue())
[9a5097c]	2460	data.dxl = self.dxl * np.ones(data_len)
[682c432]	2461	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2462	except:
	2463	self.dxl = None
[9a5097c]	2464	data.dxl = np.zeros(data_len)
[682c432]	2465	if self.smear_slit_height.GetValue().lstrip().rstrip() != "":
	2466	self.smear_slit_height.SetBackgroundColour("pink")
	2467	msg = "Wrong value entered... "
	2468	else:
	2469	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2470	try:
	2471	self.dxw = float(self.smear_slit_width.GetValue())
	2472	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[9a5097c]	2473	data.dxw = self.dxw * np.ones(data_len)
[682c432]	2474	except:
	2475	self.dxw = None
[9a5097c]	2476	data.dxw = np.zeros(data_len)
[682c432]	2477	if self.smear_slit_width.GetValue().lstrip().rstrip() != "":
	2478	self.smear_slit_width.SetBackgroundColour("pink")
	2479	msg = "Wrong Fit value entered... "
	2480	else:
	2481	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2482
	2483	self.current_smearer = smear_selection(data, self.model)
[c8e1996]	2484	# set smearing value whether or not the data contain the smearing info
[373d4ee]	2485	enable_smearer = not self.disable_smearer.GetValue()
[682c432]	2486	self._manager.set_smearer(smearer=self.current_smearer,
[373d4ee]	2487	fid=self.data.id,
	2488	qmin=float(self.qmin_x),
	2489	qmax=float(self.qmax_x),
	2490	enable_smearer=enable_smearer,
	2491	uid=self.uid)
[682c432]	2492	return msg
	2493
	2494	def update_slit_smear(self):
	2495	"""
	2496	called by kill_focus on pinhole TextCntrl
	2497	to update the changes
	2498
	2499	:return: False when wrong value was entered
	2500
	2501	"""
	2502	# msg default
	2503	msg = None
	2504	# check if any value is changed
	2505	if self._is_changed_slit():
	2506	msg = self._set_slit_smear()
[c8e1996]	2507	# self._undo.Enable(True)
[682c432]	2508	self.save_current_state()
	2509
[c8e1996]	2510	if msg is not None:
[682c432]	2511	return False
	2512	else:
	2513	return True
	2514
	2515	def onSmear(self, event):
	2516	"""
	2517	Create a smear object that will change the way residuals
[1c2bf90]	2518	are computed when fitting
[682c432]	2519	"""
[c8e1996]	2520	if event is not None:
[682c432]	2521	event.Skip()
	2522	if self.data is None:
	2523	return
	2524
	2525	# Need update param values
	2526	self._update_paramv_on_fit()
[373d4ee]	2527	if self.model is not None:
[682c432]	2528	if self.data.is_data:
	2529	self._manager.page_finder[self.uid].add_data(data=self.data)
	2530	temp_smearer = self.on_smear_helper()
	2531
	2532	self.sizer_set_smearer.Layout()
[c8e1996]	2533	# we need FitInside here not just self.Layout to ensure all the sizers
	2534	# end up with the necessasary space to in the scroll panel. In
	2535	# particular the compute and fit buttons end up on top of each other
	2536	# PDB Nov 28 2015.
[1c2bf90]	2537	self.FitInside()
[682c432]	2538	self._set_weight()
	2539
[c8e1996]	2540	# set smearing value whether or not the data contain the smearing info
[373d4ee]	2541	enable_smearer = not self.disable_smearer.GetValue()
[682c432]	2542	wx.CallAfter(self._manager.set_smearer, uid=self.uid,
	2543	smearer=temp_smearer,
	2544	fid=self.data.id,
	2545	qmin=float(self.qmin_x),
	2546	qmax=float(self.qmax_x),
[934ce649]	2547	enable_smearer=enable_smearer)
[682c432]	2548
	2549	self.state.enable_smearer = self.enable_smearer.GetValue()
	2550	self.state.disable_smearer = self.disable_smearer.GetValue()
	2551	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	2552	self.state.slit_smearer = self.slit_smearer.GetValue()
	2553
	2554	def on_smear_helper(self, update=False):
	2555	"""
	2556	Help for onSmear
	2557
	2558	:param update: force or not to update
	2559	"""
	2560	self._get_smear_info()
[c8e1996]	2561	# renew smear sizer
[373d4ee]	2562	if self.smear_type is not None:
[682c432]	2563	self.smear_description_smear_type.SetValue(str(self.smear_type))
	2564	self.smear_data_left.SetValue(str(self.dq_l))
	2565	self.smear_data_right.SetValue(str(self.dq_r))
	2566
	2567	self._hide_all_smear_info()
	2568	data = copy.deepcopy(self.data)
	2569
	2570	# make sure once more if it is smearer
	2571	temp_smearer = smear_selection(data, self.model)
	2572	if self.current_smearer != temp_smearer or update:
	2573	self.current_smearer = temp_smearer
	2574	if self.enable_smearer.GetValue():
[373d4ee]	2575	if self.current_smearer is None:
[682c432]	2576	wx.PostEvent(self._manager.parent,
	2577	StatusEvent(status="Data contains no smearing information"))
	2578	else:
	2579	wx.PostEvent(self._manager.parent,
	2580	StatusEvent(status="Data contains smearing information"))
	2581
	2582	self.smear_data_left.Show(True)
	2583	self.smear_data_right.Show(True)
	2584	temp_smearer = self.current_smearer
	2585	elif self.disable_smearer.GetValue():
	2586	self.smear_description_none.Show(True)
	2587	elif self.pinhole_smearer.GetValue():
	2588	self.onPinholeSmear(None)
	2589	elif self.slit_smearer.GetValue():
	2590	self.onSlitSmear(None)
	2591	self._show_smear_sizer()
	2592
	2593	return temp_smearer
	2594
	2595	def on_complete_chisqr(self, event):
	2596	"""
	2597	Display result chisqr on the panel
	2598	:event: activated by fitting/ complete after draw
	2599	"""
	2600	try:
[c8e1996]	2601	if event is None:
[682c432]	2602	output = "-"
[9a5097c]	2603	elif not np.isfinite(event.output):
[682c432]	2604	output = "-"
	2605	else:
	2606	output = event.output
	2607	self.tcChi.SetValue(str(format_number(output, True)))
	2608	self.state.tcChi = self.tcChi.GetValue()
	2609	except:
	2610	pass
	2611
	2612	def get_all_checked_params(self):
	2613	"""
	2614	Found all parameters current check and add them to list of parameters
	2615	to fit
	2616	"""
	2617	self.param_toFit = []
	2618	for item in self.parameters:
	2619	if item[0].GetValue() and item not in self.param_toFit:
	2620	if item[0].IsShown():
	2621	self.param_toFit.append(item)
	2622	for item in self.fittable_param:
	2623	if item[0].GetValue() and item not in self.param_toFit:
	2624	if item[0].IsShown():
	2625	self.param_toFit.append(item)
	2626	self.save_current_state_fit()
	2627
	2628	event = PageInfoEvent(page=self)
	2629	wx.PostEvent(self.parent, event)
	2630	param2fit = []
	2631	for item in self.param_toFit:
	2632	if item[0] and item[0].IsShown():
	2633	param2fit.append(item[1])
	2634	self._manager.set_param2fit(self.uid, param2fit)
	2635
[c8e1996]	2636	def select_param(self, event=None):
[682c432]	2637	"""
	2638	Select TextCtrl checked for fitting purpose and stores them
	2639	in self.param_toFit=[] list
	2640	"""
	2641	self.param_toFit = []
	2642	for item in self.parameters:
[c8e1996]	2643	# Skip t ifhe angle parameters if 1D data
[682c432]	2644	if self.data.__class__.__name__ != "Data2D" and\
	2645	not self.enable2D:
	2646	if item in self.orientation_params:
	2647	continue
[c8e1996]	2648	# Select parameters to fit for list of primary parameters
[682c432]	2649	if item[0].GetValue() and item[0].IsShown():
	2650	if not (item in self.param_toFit):
	2651	self.param_toFit.append(item)
	2652	else:
	2653	#remove parameters from the fitting list
	2654	if item in self.param_toFit:
	2655	self.param_toFit.remove(item)
	2656
[c8e1996]	2657	# Select parameters to fit for list of fittable parameters
[682c432]	2658	# with dispersion
	2659	for item in self.fittable_param:
[c8e1996]	2660	# Skip t ifhe angle parameters if 1D data
[682c432]	2661	if self.data.__class__.__name__ != "Data2D" and\
	2662	not self.enable2D:
	2663	if item in self.orientation_params:
	2664	continue
	2665	if item[0].GetValue() and item[0].IsShown():
	2666	if not (item in self.param_toFit):
	2667	self.param_toFit.append(item)
	2668	else:
[c8e1996]	2669	# remove parameters from the fitting list
[682c432]	2670	if item in self.param_toFit:
	2671	self.param_toFit.remove(item)
	2672
[c8e1996]	2673	# Calculate num. of angle parameters
[682c432]	2674	if self.data.__class__.__name__ == "Data2D" or \
	2675	self.enable2D:
	2676	len_orient_para = 0
	2677	else:
	2678	len_orient_para = len(self.orientation_params) # assume even len
[c8e1996]	2679	# Total num. of angle parameters
[682c432]	2680	if len(self.fittable_param) > 0:
	2681	len_orient_para *= 2
	2682
	2683	self.save_current_state_fit()
[c8e1996]	2684	if event is not None:
	2685	# post state to fit panel
[682c432]	2686	event = PageInfoEvent(page=self)
	2687	wx.PostEvent(self.parent, event)
	2688
	2689	param2fit = []
	2690	for item in self.param_toFit:
	2691	if item[0] and item[0].IsShown():
	2692	param2fit.append(item[1])
	2693	self._manager.set_param2fit(self.uid, param2fit)
	2694
	2695	def set_model_param_sizer(self, model):
	2696	"""
	2697	Build the panel from the model content
	2698
	2699	:param model: the model selected in combo box for fitting purpose
	2700
	2701	"""
	2702	self.sizer3.Clear(True)
	2703	self.parameters = []
	2704	self.str_parameters = []
	2705	self.param_toFit = []
	2706	self.fittable_param = []
	2707	self.fixed_param = []
	2708	self.orientation_params = []
	2709	self.orientation_params_disp = []
	2710
[c8e1996]	2711	if model is None:
[682c432]	2712	self.sizer3.Layout()
	2713	self.SetupScrolling()
	2714	return
	2715
[6f16e25]	2716	box_description = wx.StaticBox(self, wx.ID_ANY, str("Model Parameters"))
[682c432]	2717	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	2718	sizer = wx.GridBagSizer(5, 5)
[c8e1996]	2719	# save the current model
[682c432]	2720	self.model = model
	2721
	2722	keys = self.model.getParamList()
	2723
[c8e1996]	2724	# list of dispersion parameters
[682c432]	2725	self.disp_list = self.model.getDispParamList()
	2726
	2727	def custom_compare(a, b):
	2728	"""
	2729	Custom compare to order, first by alphabets then second by number.
	2730	"""
	2731	# number at the last digit
	2732	a_last = a[len(a) - 1]
	2733	b_last = b[len(b) - 1]
	2734	# default
	2735	num_a = None
	2736	num_b = None
	2737	# split the names
	2738	a2 = a.lower().split('_')
	2739	b2 = b.lower().split('_')
	2740	# check length of a2, b2
	2741	len_a2 = len(a2)
	2742	len_b2 = len(b2)
	2743	# check if it contains a int number(<10)
	2744	try:
	2745	num_a = int(a_last)
	2746	except:
	2747	pass
	2748	try:
	2749	num_b = int(b_last)
	2750	except:
	2751	pass
	2752	# Put 'scale' near the top; happens
	2753	# when numbered param name exists
	2754	if a == 'scale':
	2755	return -1
	2756	# both have a number
[c8e1996]	2757	if num_a is not None and num_b is not None:
[682c432]	2758	if num_a > num_b:
	2759	return -1
	2760	# same number
	2761	elif num_a == num_b:
	2762	# different last names
	2763	if a2[len_a2 - 1] != b2[len_b2 - 1] and num_a != 0:
	2764	return -cmp(a2[len_a2 - 1], b2[len_b2 - 1])
	2765	else:
	2766	return cmp(a, b)
	2767	else:
	2768	return 1
	2769	# one of them has a number
[c8e1996]	2770	elif num_a is not None:
[682c432]	2771	return 1
[c8e1996]	2772	elif num_b is not None:
[682c432]	2773	return -1
	2774	# no numbers
	2775	else:
	2776	return cmp(a.lower(), b.lower())
[7d265a8]	2777
[c8e1996]	2778	# keys obtained now from ordered dict, so commenting alphabetical
	2779	# ordering keys.sort(custom_compare)
[682c432]	2780
	2781	iy = 0
	2782	ix = 0
[4c3be25]	2783	sizer.Add(wx.StaticText(self, wx.ID_ANY, 'Parameter'),
	2784	(iy, ix), (1, 1), wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[682c432]	2785	ix += 1
[6f16e25]	2786	self.text2_2 = wx.StaticText(self, wx.ID_ANY, 'Value')
[c8e1996]	2787	sizer.Add(self.text2_2, (iy, ix), (1, 1),
[682c432]	2788	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2789	ix += 2
[6f16e25]	2790	self.text2_3 = wx.StaticText(self, wx.ID_ANY, 'Error')
[c8e1996]	2791	sizer.Add(self.text2_3, (iy, ix), (1, 1),
	2792	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[682c432]	2793	if not self.is_mac:
	2794	self.text2_3.Hide()
	2795	ix += 1
[6f16e25]	2796	self.text2_min = wx.StaticText(self, wx.ID_ANY, 'Min')
[c8e1996]	2797	sizer.Add(self.text2_min, (iy, ix), (1, 1),
	2798	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2799	# self.text2_min.Hide()
[682c432]	2800	ix += 1
[6f16e25]	2801	self.text2_max = wx.StaticText(self, wx.ID_ANY, 'Max')
[c8e1996]	2802	sizer.Add(self.text2_max, (iy, ix), (1, 1),
	2803	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2804	# self.text2_max.Hide()
[682c432]	2805	ix += 1
[6f16e25]	2806	self.text2_4 = wx.StaticText(self, wx.ID_ANY, '[Units]')
[c8e1996]	2807	sizer.Add(self.text2_4, (iy, ix), (1, 1),
	2808	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[682c432]	2809	self.text2_4.Hide()
	2810
[4c3be25]	2811	CHECK_STATE = False
[682c432]	2812	for item in keys:
	2813
[c8e1996]	2814	if item not in self.disp_list and not item in \
[682c432]	2815	self.model.orientation_params:
	2816
[c8e1996]	2817	# prepare a spot to store errors
	2818	if item not in self.model.details:
[682c432]	2819	self.model.details[item] = ["", None, None]
	2820
	2821	iy += 1
	2822	ix = 0
[c8e1996]	2823	if (self.model.__class__ in
	2824	self.model_list_box["Multi-Functions"] or
[682c432]	2825	self.temp_multi_functional)\
	2826	and (item in self.model.non_fittable):
[6f16e25]	2827	non_fittable_name = wx.StaticText(self, wx.ID_ANY, item)
[c8e1996]	2828	sizer.Add(non_fittable_name, (iy, ix), (1, 1),
[682c432]	2829	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 21)
[c8e1996]	2830	# add parameter value
[682c432]	2831	ix += 1
	2832	value = self.model.getParam(item)
	2833	if len(self.model.fun_list) > 0:
[c8e1996]	2834	# num = item.split('_')[1][5:7]
[6f16e25]	2835	fun_box = wx.ComboBox(self, wx.ID_ANY, size=(100, -1),
[682c432]	2836	style=wx.CB_READONLY, name='%s' % item)
	2837	self._set_fun_box_list(fun_box)
	2838	fun_box.SetSelection(0)
[c8e1996]	2839	# self.fun_box.SetToolTipString("A function
[682c432]	2840	# describing the interface")
[6f16e25]	2841	wx.EVT_COMBOBOX(fun_box, wx.ID_ANY, self._on_fun_box)
[682c432]	2842	else:
[6f16e25]	2843	fun_box = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	2844	size=(_BOX_WIDTH, 20),
[682c432]	2845	style=wx.TE_PROCESS_ENTER, name='%s' % item)
[c8e1996]	2846	fun_box.SetToolTipString(
[682c432]	2847	"Hit 'Enter' after typing to update the plot.")
	2848	fun_box.SetValue(format_number(value, True))
	2849	sizer.Add(fun_box, (iy, ix), (1, 1), wx.EXPAND)
	2850	self.str_parameters.append([None, item, fun_box,
	2851	None, None, None,
	2852	None, None])
	2853	else:
[c8e1996]	2854	# add parameters name with checkbox for selecting to fit
[6f16e25]	2855	cb = wx.CheckBox(self, wx.ID_ANY, item)
[682c432]	2856	cb.SetValue(CHECK_STATE)
	2857	cb.SetToolTipString(" Check mark to fit.")
[c8e1996]	2858	# cb.SetValue(True)
[682c432]	2859	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	2860
	2861	sizer.Add(cb, (iy, ix), (1, 1),
	2862	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	2863
[c8e1996]	2864	# add parameter value
[682c432]	2865	ix += 1
	2866	value = self.model.getParam(item)
[6f16e25]	2867	ctl1 = ModelTextCtrl(self, wx.ID_ANY, size=(_BOX_WIDTH, 20),
[373d4ee]	2868	style=wx.TE_PROCESS_ENTER)
[c8e1996]	2869	ctl1.SetToolTipString(
[682c432]	2870	"Hit 'Enter' after typing to update the plot.")
	2871	ctl1.SetValue(format_number(value, True))
	2872	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[c8e1996]	2873	# text to show error sign
[682c432]	2874	ix += 1
[6f16e25]	2875	text2 = wx.StaticText(self, wx.ID_ANY, '+/-')
[c8e1996]	2876	sizer.Add(text2, (iy, ix), (1, 1),
[682c432]	2877	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2878	if not self.is_mac:
	2879	text2.Hide()
	2880	ix += 1
[6f16e25]	2881	ctl2 = wx.TextCtrl(self, wx.ID_ANY,
[682c432]	2882	size=(_BOX_WIDTH / 1.2, 20), style=0)
	2883	sizer.Add(ctl2, (iy, ix), (1, 1),
	2884	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2885	if not self.is_mac:
	2886	ctl2.Hide()
	2887
	2888	ix += 1
[6f16e25]	2889	ctl3 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	2890	size=(_BOX_WIDTH / 1.9, 20),
	2891	style=wx.TE_PROCESS_ENTER,
[682c432]	2892	text_enter_callback=self._onparamRangeEnter)
	2893	min_bound = self.model.details[item][1]
	2894	if min_bound is not None:
	2895	ctl3.SetValue(format_number(min_bound, True))
	2896
	2897	sizer.Add(ctl3, (iy, ix), (1, 1),
	2898	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2899
	2900	ix += 1
[6f16e25]	2901	ctl4 = ModelTextCtrl(self, wx.ID_ANY,
[373d4ee]	2902	size=(_BOX_WIDTH / 1.9, 20),
	2903	style=wx.TE_PROCESS_ENTER,
[682c432]	2904	text_enter_callback=self._onparamRangeEnter)
	2905	max_bound = self.model.details[item][2]
	2906	if max_bound is not None:
	2907	ctl4.SetValue(format_number(max_bound, True))
	2908	sizer.Add(ctl4, (iy, ix), (1, 1),
	2909	wx.EXPAND \| wx.FIXED_MINSIZE, 0)
	2910
	2911	ix += 1
	2912	# Units
	2913	if item in self.model.details:
[6f16e25]	2914	units = wx.StaticText(self, wx.ID_ANY,
[682c432]	2915	self.model.details[item][0], style=wx.ALIGN_LEFT)
	2916	else:
[6f16e25]	2917	units = wx.StaticText(self, wx.ID_ANY, "",
[682c432]	2918	style=wx.ALIGN_LEFT)
	2919	sizer.Add(units, (iy, ix), (1, 1),
	2920	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2921
	2922	self.parameters.append([cb, item, ctl1,
	2923	text2, ctl2, ctl3, ctl4, units])
	2924
	2925	iy += 1
	2926	sizer.Add((10, 10), (iy, ix), (1, 1),
	2927	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	2928
	2929	# type can be either Guassian or Array
	2930	if len(self.model.dispersion.values()) > 0:
	2931	type = self.model.dispersion.values()[0]["type"]
	2932	else:
	2933	type = "Gaussian"
	2934
	2935	iy += 1
	2936	ix = 0
[c8e1996]	2937	# Add tile for orientational angle
[682c432]	2938	for item in keys:
	2939	if item in self.model.orientation_params:
[6f16e25]	2940	orient_angle = wx.StaticText(self, wx.ID_ANY, '[For 2D only]:')
	2941	mag_on_button = wx.Button(self, wx.ID_ANY, "Magnetic ON")
[7116dffd]	2942	mag_on_button.SetToolTipString("Turn Pol Beam/Mag scatt on/off")
[682c432]	2943	mag_on_button.Bind(wx.EVT_BUTTON, self._on_mag_on)
[c8e1996]	2944	mag_angle_help_button = wx.Button(self, wx.ID_ANY,
	2945	"Magnetic angles?")
[7116dffd]	2946	mag_angle_help_button.SetToolTipString("see angle definitions")
[6f16e25]	2947	mag_help_button = wx.Button(self, wx.ID_ANY, "Mag HELP")
[7116dffd]	2948	mag_help_button.SetToolTipString("Help on pol beam/mag fitting")
[682c432]	2949	mag_help_button.Bind(wx.EVT_BUTTON, self._on_mag_help)
[c8e1996]	2950	mag_angle_help_button.Bind(wx.EVT_BUTTON,
[7116dffd]	2951	self._on_mag_angle_help)
[682c432]	2952	sizer.Add(orient_angle, (iy, ix), (1, 1),
	2953	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	2954	iy += 1
	2955	sizer.Add(mag_on_button, (iy, ix), (1, 1),
	2956	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[7116dffd]	2957	ix += 1
	2958	sizer.Add(mag_angle_help_button, (iy, ix), (1, 1),
	2959	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[682c432]	2960	sizer.Add(mag_help_button, (iy, ix + 1), (1, 1),
	2961	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	2962
[c8e1996]	2963	# handle the magnetic buttons
	2964	# clean this up so that assume mag is off then turn
	2965	# all buttons on IF mag has mag and has 2D
[682c432]	2966	if not self._has_magnetic:
	2967	mag_on_button.Show(False)
	2968	elif not self.data.__class__.__name__ == "Data2D":
	2969	mag_on_button.Show(False)
	2970	else:
	2971	mag_on_button.Show(True)
	2972	mag_help_button.Show(False)
[2b58fa5]	2973	mag_angle_help_button.Show(False)
[682c432]	2974	if mag_on_button.IsShown():
	2975	if self.magnetic_on:
	2976	mag_on_button.SetLabel("Magnetic OFF")
	2977	mag_help_button.Show(True)
[7116dffd]	2978	mag_angle_help_button.Show(True)
[682c432]	2979	else:
	2980	mag_on_button.SetLabel("Magnetic ON")
	2981	mag_help_button.Show(False)
[7116dffd]	2982	mag_angle_help_button.Show(False)
[682c432]	2983
	2984	if not self.data.__class__.__name__ == "Data2D" and \
	2985	not self.enable2D:
	2986	orient_angle.Hide()
	2987	else:
	2988	orient_angle.Show(True)
	2989	break
	2990
[c8e1996]	2991	# For Gaussian only
[682c432]	2992	if type.lower() != "array":
	2993	for item in self.model.orientation_params:
	2994	if not self.magnetic_on:
	2995	if item in self.model.magnetic_params:
	2996	continue
[c8e1996]	2997	if item not in self.disp_list:
	2998	# prepare a spot to store min max
	2999	if item not in self.model.details:
[682c432]	3000	self.model.details[item] = ["", None, None]
	3001
	3002	iy += 1
	3003	ix = 0
[c8e1996]	3004	# add parameters name with checkbox for selecting to fit
[6f16e25]	3005	cb = wx.CheckBox(self, wx.ID_ANY, item)
[682c432]	3006	cb.SetValue(CHECK_STATE)
	3007	cb.SetToolTipString("Check mark to fit")
	3008	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
	3009	if self.data.__class__.__name__ == "Data2D" or \
	3010	self.enable2D:
	3011	cb.Show(True)
	3012	else:
	3013	cb.Hide()
	3014	sizer.Add(cb, (iy, ix), (1, 1),
	3015	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	3016
[c8e1996]	3017	# add parameter value
[682c432]	3018	ix += 1
	3019	value = self.model.getParam(item)
[373d4ee]	3020	ctl1 = ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	3021	style=wx.TE_PROCESS_ENTER)
[c8e1996]	3022	ctl1.SetToolTipString(
[682c432]	3023	"Hit 'Enter' after typing to update the plot.")
	3024	ctl1.SetValue(format_number(value, True))
	3025	if self.data.__class__.__name__ == "Data2D" or \
	3026	self.enable2D:
	3027	ctl1.Show(True)
	3028	else:
	3029	ctl1.Hide()
	3030	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[c8e1996]	3031	# text to show error sign
[682c432]	3032	ix += 1
	3033	text2 = wx.StaticText(self, -1, '+/-')
[c8e1996]	3034	sizer.Add(text2, (iy, ix), (1, 1),
[682c432]	3035	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	3036
	3037	text2.Hide()
	3038	ix += 1
	3039	ctl2 = wx.TextCtrl(self, -1,
	3040	size=(_BOX_WIDTH / 1.2, 20), style=0)
	3041	sizer.Add(ctl2, (iy, ix), (1, 1),
	3042	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	3043
	3044	ctl2.Hide()
	3045
	3046	ix += 1
[373d4ee]	3047	ctl3 = ModelTextCtrl(self, -1,
	3048	size=(_BOX_WIDTH / 1.8, 20),
	3049	style=wx.TE_PROCESS_ENTER,
[682c432]	3050	text_enter_callback=self._onparamRangeEnter)
	3051
	3052	sizer.Add(ctl3, (iy, ix), (1, 1),
	3053	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	3054	ctl3.Hide()
	3055
	3056	ix += 1
[373d4ee]	3057	ctl4 = ModelTextCtrl(self, -1,
	3058	size=(_BOX_WIDTH / 1.8, 20),
	3059	style=wx.TE_PROCESS_ENTER,
[682c432]	3060	text_enter_callback=self._onparamRangeEnter)
	3061	sizer.Add(ctl4, (iy, ix), (1, 1),
	3062	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	3063
	3064	ctl4.Hide()
	3065
	3066	if self.data.__class__.__name__ == "Data2D" or \
	3067	self.enable2D:
	3068	if self.is_mac:
	3069	text2.Show(True)
	3070	ctl2.Show(True)
	3071	ctl3.Show(True)
	3072	ctl4.Show(True)
	3073
	3074	ix += 1
	3075	# Units
	3076	if item in self.model.details:
	3077	units = wx.StaticText(self, -1,
	3078	self.model.details[item][0],
	3079	style=wx.ALIGN_LEFT)
	3080	else:
	3081	units = wx.StaticText(self, -1, "",
	3082	style=wx.ALIGN_LEFT)
	3083	if self.data.__class__.__name__ == "Data2D" or \
	3084	self.enable2D:
	3085	units.Show(True)
	3086	else:
	3087	units.Hide()
	3088
	3089	sizer.Add(units, (iy, ix), (1, 1),
	3090	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	3091
	3092	self.parameters.append([cb, item, ctl1,
	3093	text2, ctl2, ctl3, ctl4, units])
	3094	self.orientation_params.append([cb, item, ctl1,
	3095	text2, ctl2, ctl3, ctl4, units])
	3096
	3097	iy += 1
	3098	box_description.SetForegroundColour(wx.BLUE)
[c8e1996]	3099	# Display units text on panel
[682c432]	3100	for item in keys:
	3101	if item in self.model.details:
	3102	self.text2_4.Show()
[c8e1996]	3103	# Fill the list of fittable parameters
[682c432]	3104	self.get_all_checked_params()
	3105	self.save_current_state_fit()
	3106	boxsizer1.Add(sizer)
	3107	self.sizer3.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
	3108	self.sizer3.Layout()
	3109	self.Layout()
	3110
	3111	def on_right_down(self, event):
	3112	"""
	3113	Get key stroke event
	3114	"""
[c8e1996]	3115	if self.data is None:
[682c432]	3116	return
	3117	# Figuring out key combo: Cmd for copy, Alt for paste
	3118	if event.AltDown() and event.ShiftDown():
	3119	flag = True
	3120	elif event.AltDown() or event.ShiftDown():
	3121	flag = False
	3122	else:
	3123	return
	3124	# make event free
	3125	event.Skip()
	3126	# messages depending on the flag
	3127	if not flag:
	3128	infor = 'warning'
	3129	# inform msg to wx
	3130	wx.PostEvent(self._manager.parent,
	3131	StatusEvent(status=msg, info=infor))
	3132
	3133	def _onModel2D(self, event):
	3134	"""
	3135	toggle view of model from 1D to 2D or 2D from 1D
	3136	"""
	3137	if self.model_view.GetLabelText() == "Show 2D":
	3138	self.model_view.SetLabel("Show 1D")
	3139	self.enable2D = True
	3140
	3141	else:
	3142	self.model_view.SetLabel("Show 2D")
	3143	self.enable2D = False
	3144	self.Show(False)
	3145	self.create_default_data()
	3146	self._manager.store_data(self.uid, data_list=[self.data])
	3147
	3148	self.set_model_param_sizer(self.model)
	3149	self._set_sizer_dispersion()
	3150	self._set_weight(is_2D=self.enable2D)
	3151	self._set_smear_buttons()
	3152	self.Show(True)
	3153	self.SetupScrolling()
	3154	self._draw_model()
	3155
	3156	self.state.enable2D = copy.deepcopy(self.enable2D)
	3157
	3158	def _set_smear_buttons(self):
	3159	"""
	3160	Set semarer radio buttons
	3161	"""
	3162	# more disables for 2D
	3163	if self.data.__class__.__name__ == "Data2D" or \
	3164	self.enable2D:
	3165	self.slit_smearer.Disable()
	3166	self.pinhole_smearer.Enable(True)
	3167	self.default_mask = copy.deepcopy(self.data.mask)
	3168	else:
	3169	self.slit_smearer.Enable(True)
	3170	self.pinhole_smearer.Enable(True)
	3171
	3172
	3173	class BGTextCtrl(wx.TextCtrl):
	3174	"""
	3175	Text control used to display outputs.
	3176	No editing allowed. The background is
	3177	grayed out. User can't select text.
	3178	"""
	3179	def __init__(self, args, *kwds):
	3180	wx.TextCtrl.__init__(self, args, *kwds)
	3181	self.SetEditable(False)
	3182	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
	3183
	3184	# Bind to mouse event to avoid text highlighting
	3185	# The event will be skipped once the call-back
	3186	# is called.
	3187	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
	3188
	3189	def _click(self, event):
	3190	"""
	3191	Prevent further handling of the mouse event
	3192	by not calling Skip().
	3193	"""
	3194	pass

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SasView

source: sasview/src/sas/sasgui/perspectives/fitting/fitpage.py @ 7cde638

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