fitpage.py @ 0e4e554

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalccostrafo411magnetic_scattrelease-4.1.1release-4.1.2release-4.2.2release_4.0.1ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since 0e4e554 was 0e4e554, checked in by ajj, 9 years ago
start switching to sasmodels including dispersion
Property mode set to `100644`
File size: 135.1 KB

Rev	Line
[14cd6b92]	1	"""
	2	FitPanel class contains fields allowing to display results when
	3	fitting a model and one data
	4	"""
[c77d859]	5	import sys
	6	import wx
	7	import wx.lib.newevent
	8	import numpy
	9	import copy
	10	import math
[7975f2b]	11	import time
[79492222]	12	from sas.guiframe.events import StatusEvent
	13	from sas.guiframe.events import NewPlotEvent
	14	from sas.guiframe.events import PlotQrangeEvent
	15	from sas.guiframe.dataFitting import check_data_validity
	16	from sas.guiframe.utils import format_number
	17	from sas.guiframe.utils import check_float
[7609f1a]	18
[f32d144]	19	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
[eda428b]	20	_BOX_WIDTH = 76
[a5701e6]	21	_DATA_BOX_WIDTH = 300
[ba1f0b2]	22	SMEAR_SIZE_L = 0.00
	23	SMEAR_SIZE_H = 0.00
[7609f1a]	24
[79492222]	25	from sas.perspectives.fitting.basepage import BasicPage as BasicPage
	26	from sas.perspectives.fitting.basepage import PageInfoEvent as PageInfoEvent
	27	from sas.models.qsmearing import smear_selection
[c77d859]	28
[f32d144]	29
[c77d859]	30	class FitPage(BasicPage):
	31	"""
[5062bbf]	32	FitPanel class contains fields allowing to display results when
	33	fitting a model and one data
	34
	35	:note: For Fit to be performed the user should check at least one parameter
[c77d859]	36	on fit Panel window.
	37	"""
[f32d144]	38
[b9f6d83]	39	def __init__(self, parent, color=None):
[f32d144]	40	"""
[5062bbf]	41	Initialization of the Panel
[c77d859]	42	"""
[6bbeacd4]	43	BasicPage.__init__(self, parent, color=color)
[ea5fa58]	44
[b787e68c]	45	## draw sizer
[cc31608]	46	self._fill_data_sizer()
[2296316]	47	self.is_2D = None
[f22e626]	48	self.fit_started = False
[55bb249c]	49	self.weightbt_string = None
[93f0a862]	50	self.m_name = None
[7609f1a]	51	# get smear info from data
	52	self._get_smear_info()
[f32d144]	53	self._fill_model_sizer(self.sizer1)
[7609f1a]	54	self._get_defult_custom_smear()
[f32d144]	55	self._fill_range_sizer()
[6bbeacd4]	56	self._set_smear(self.data)
[f72333f]	57	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
[2296316]	58	# bind key event
	59	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
[982e953]	60	self._set_bookmark_flag(False)
	61	self._set_save_flag(False)
[aad74b3]	62	self._set_preview_flag(False)
[07c8630]	63	self._set_copy_flag(False)
	64	self._set_paste_flag(False)
[716da5e]	65	self.btFit.SetFocus()
[6ff97c5]	66	self.enable_fit_button()
[cc31608]	67	self.fill_data_combobox(data_list=self.data_list)
[6e4c9fe]	68	#create a default data for an empty panel
	69	self.create_default_data()
[ae84427]	70	#self._manager.frame.Bind(wx.EVT_SET_FOCUS, self.on_set_focus)
[ea5fa58]	71
[6ff97c5]	72	def enable_fit_button(self):
	73	"""
	74	Enable fit button if data is valid and model is valid
	75	"""
	76	flag = check_data_validity(self.data) & (self.model is not None)
	77	self.btFit.Enable(flag)
	78
[cc31608]	79	def _fill_data_sizer(self):
	80	"""
	81	fill sizer 0 with data info
	82	"""
[dafc36f]	83	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
	84	if check_data_validity(self.data):
	85	dname_color = wx.BLUE
	86	else:
	87	dname_color = wx.RED
	88	self.data_box_description.SetForegroundColour(dname_color)
	89	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
[cc31608]	90	#----------------------------------------------------------
	91	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
	92	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	93	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
	94	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
	95	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
	96	sizer_data.Add(self.dataSource)
[f32d144]	97	sizer_data.Add((0, 5))
[14cd6b92]	98	boxsizer1.Add(sizer_data, 0, wx.ALL, 10)
	99	self.sizer0.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
[cc31608]	100	self.sizer0.Layout()
	101
	102	def enable_datasource(self):
	103	"""
	104	Enable or disable data source control depending on existing data
	105	"""
	106	if not self.data_list:
	107	self.dataSource.Disable()
	108	else:
	109	self.dataSource.Enable()
	110
	111	def fill_data_combobox(self, data_list):
	112	"""
	113	Get a list of data and fill the corresponding combobox
	114	"""
	115	self.dataSource.Clear()
	116	self.data_list = data_list
	117	self.enable_datasource()
[a6d3553]	118	if len(data_list) > 0:
[6ff97c5]	119	#find the maximum range covering all data
[a6d3553]	120	qmin, qmax, npts = self.compute_data_set_range(data_list)
	121	self.qmin_data_set = qmin
	122	self.qmax_data_set = qmax
	123	self.npts_data_set = npts
	124
	125	self.qmin.SetValue(str(self.qmin_data_set))
	126	self.qmax.SetValue(str(self.qmax_data_set))
	127	self.qmin.SetBackgroundColour("white")
	128	self.qmax.SetBackgroundColour("white")
	129	self.qmin_x = self.qmin_data_set
[f32d144]	130	self.qmax_x = self.qmax_data_set
[a6d3553]	131	self.state.qmin = self.qmin_x
	132	self.state.qmax = self.qmax_x
[f32d144]	133	is_data = False
[cc31608]	134	for data in self.data_list:
	135	if data is not None:
	136	self.dataSource.Append(str(data.name), clientData=data)
[dafc36f]	137	if not is_data:
	138	is_data = check_data_validity(data)
[b9f6d83]	139	if is_data:
	140	self.dataSource.SetSelection(0)
	141	self.on_select_data(event=None)
[d44648e]	142
	143	if len(data_list) == 1:
	144	self.dataSource.Disable()
[cc31608]	145
	146	def on_select_data(self, event=None):
	147	"""
[075d073]	148	On_select_data
[cc31608]	149	"""
	150	if event is None and self.dataSource.GetCount() > 0:
	151	data = self.dataSource.GetClientData(0)
	152	self.set_data(data)
	153	elif self.dataSource.GetCount() > 0:
	154	pos = self.dataSource.GetSelection()
	155	data = self.dataSource.GetClientData(pos)
	156	self.set_data(data)
	157
[66ff250]	158	def _on_fit_complete(self):
[34a0c17]	159	"""
[5062bbf]	160	When fit is complete ,reset the fit button label.
[34a0c17]	161	"""
[48f4467]	162	self.fit_started = False
[2d0756a5]	163	self.set_fitbutton()
[34a0c17]	164
[f72333f]	165	def _is_2D(self):
	166	"""
[5062bbf]	167	Check if data_name is Data2D
	168
	169	:return: True or False
	170
[f72333f]	171	"""
[ba1f0b2]	172	if self.data.__class__.__name__ == "Data2D" or \
	173	self.enable2D:
[f72333f]	174	return True
	175	return False
	176
[66ff250]	177	def _on_engine_change(self, name):
[77e23a2]	178	"""
[66ff250]	179	get the current name of the fit engine type
	180	and update the panel accordingly
[77e23a2]	181	"""
[66ff250]	182
	183	self.engine_type = str(name)
[0b12abb5]	184	self.state.engine_type = self.engine_type
[9e87b76]	185	if not self.is_mac:
	186	if len(self.parameters) == 0:
	187	self.Layout()
	188	return
[edd166b]	189	self.Layout()
[9e87b76]	190	self.Refresh()
[66ff250]	191
[c77d859]	192	def _fill_range_sizer(self):
	193	"""
[5062bbf]	194	Fill the sizer containing the plotting range
	195	add access to npts
[c77d859]	196	"""
[51a71a3]	197	is_2Ddata = False
	198
	199	# Check if data is 2D
[f32d144]	200	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	201	self.enable2D:
[51a71a3]	202	is_2Ddata = True
	203
[ff8f99b]	204	title = "Fitting"
[7609f1a]	205	#smear messages & titles
[f32d144]	206	smear_message_none = "No smearing is selected..."
	207	smear_message_dqdata = "The dQ data is being used for smearing..."
	208	smear_message_2d = \
[55bb249c]	209	"Higher accuracy is very time-expensive. Use it with care..."
[f32d144]	210	smear_message_new_ssmear = \
[55bb249c]	211	"Please enter only the value of interest to customize smearing..."
[f32d144]	212	smear_message_new_psmear = \
[55bb249c]	213	"Please enter both; the dQ will be generated by interpolation..."
[2296316]	214	smear_message_2d_x_title = "<dQp>[1/A]:"
[f32d144]	215	smear_message_2d_y_title = "<dQs>[1/A]:"
[f72333f]	216	smear_message_pinhole_min_title = "dQ_low[1/A]:"
	217	smear_message_pinhole_max_title = "dQ_high[1/A]:"
[7609f1a]	218	smear_message_slit_height_title = "Slit height[1/A]:"
	219	smear_message_slit_width_title = "Slit width[1/A]:"
	220
	221	self._get_smear_info()
[c77d859]	222
[51a71a3]	223	#Sizers
[14cd6b92]	224	box_description_range = wx.StaticBox(self, -1, str(title))
[dafc36f]	225	box_description_range.SetForegroundColour(wx.BLUE)
[f32d144]	226	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
[7609f1a]	227	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
[c77d859]	228	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
[f32d144]	229	self.sizer_new_smear = wx.BoxSizer(wx.HORIZONTAL)
[7609f1a]	230	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
	231	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
[f32d144]	232	smear_set_box = wx.StaticBox(self, -1, 'Set Instrumental Smearing')
[7609f1a]	233	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
[55bb249c]	234	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
	235
[075d073]	236	weighting_set_box = wx.StaticBox(self, -1, \
[55bb249c]	237	'Set Weighting by Selecting dI Source')
	238	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
	239	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
	240	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
	241	#Filling the sizer containing weighting info.
[f32d144]	242	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
[55bb249c]	243	style=wx.RB_GROUP)
	244	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
	245	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
	246	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
[f32d144]	247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	248	id=self.dI_noweight.GetId())
[f32d144]	249	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	250	id=self.dI_didata.GetId())
[f32d144]	251	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	252	id=self.dI_sqrdata.GetId())
[f32d144]	253	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	254	id=self.dI_idata.GetId())
	255	self.dI_didata.SetValue(True)
	256	# add 4 types of weighting to the sizer
[f32d144]	257	sizer_weighting.Add(self.dI_noweight, 0, wx.LEFT, 10)
[14cd6b92]	258	sizer_weighting.Add((14, 10))
[f32d144]	259	sizer_weighting.Add(self.dI_didata)
[14cd6b92]	260	sizer_weighting.Add((14, 10))
[f32d144]	261	sizer_weighting.Add(self.dI_sqrdata)
[14cd6b92]	262	sizer_weighting.Add((14, 10))
[f32d144]	263	sizer_weighting.Add(self.dI_idata)
	264	sizer_weighting.Add((10, 10))
[55bb249c]	265	self.dI_noweight.Enable(False)
	266	self.dI_didata.Enable(False)
	267	self.dI_sqrdata.Enable(False)
	268	self.dI_idata.Enable(False)
	269	weighting_box.Add(sizer_weighting)
	270
[0cf97c5]	271	sizer_fit = wx.GridSizer(2, 4, 2, 6)
[2012eae]	272
[f72333f]	273	# combobox for smear2d accuracy selection
[14cd6b92]	274	self.smear_accuracy = wx.ComboBox(self, -1, size=(50, -1),
[55bb249c]	275	style=wx.CB_READONLY)
[f72333f]	276	self._set_accuracy_list()
	277	self.smear_accuracy.SetValue(self.smear2d_accuracy)
	278	self.smear_accuracy.SetSelection(0)
[55bb249c]	279	self.smear_accuracy.SetToolTipString(\
	280	"'Higher' uses more Gaussian points for smearing computation.")
[f72333f]	281
[f32d144]	282	wx.EVT_COMBOBOX(self.smear_accuracy, -1, self._on_select_accuracy)
[f72333f]	283
[2012eae]	284	#Fit button
[f32d144]	285	self.btFit = wx.Button(self, wx.NewId(), 'Fit', size=(88, 25))
	286	self.default_bt_colour = self.btFit.GetDefaultAttributes()
	287	self.btFit.Bind(wx.EVT_BUTTON, self._onFit, id=self.btFit.GetId())
[2012eae]	288	self.btFit.SetToolTipString("Start fitting.")
[7609f1a]	289
[f72333f]	290	#textcntrl for custom resolution
[55bb249c]	291	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
[f32d144]	292	size=(_BOX_WIDTH - 25, 20),
	293	style=wx.TE_PROCESS_ENTER,
	294	text_enter_callback=self.onPinholeSmear)
[55bb249c]	295	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
[f32d144]	296	size=(_BOX_WIDTH - 25, 20),
	297	style=wx.TE_PROCESS_ENTER,
	298	text_enter_callback=self.onPinholeSmear)
	299	self.smear_slit_height = self.ModelTextCtrl(self, -1,
	300	size=(_BOX_WIDTH - 25, 20),
	301	style=wx.TE_PROCESS_ENTER,
	302	text_enter_callback=self.onSlitSmear)
[55bb249c]	303	self.smear_slit_width = self.ModelTextCtrl(self, -1,
[f32d144]	304	size=(_BOX_WIDTH - 25, 20),
	305	style=wx.TE_PROCESS_ENTER,
	306	text_enter_callback=self.onSlitSmear)
[f72333f]	307
	308	## smear
[f32d144]	309	self.smear_data_left = BGTextCtrl(self, -1,
	310	size=(_BOX_WIDTH - 25, 20), style=0)
[7609f1a]	311	self.smear_data_left.SetValue(str(self.dq_l))
[f32d144]	312	self.smear_data_right = BGTextCtrl(self, -1,
	313	size=(_BOX_WIDTH - 25, 20), style=0)
[7609f1a]	314	self.smear_data_right.SetValue(str(self.dq_r))
	315
[f72333f]	316	#set default values for smear
[7609f1a]	317	self.smear_pinhole_max.SetValue(str(self.dx_max))
	318	self.smear_pinhole_min.SetValue(str(self.dx_min))
	319	self.smear_slit_height.SetValue(str(self.dxl))
	320	self.smear_slit_width.SetValue(str(self.dxw))
	321
[c77d859]	322	#Filling the sizer containing instruments smearing info.
[f32d144]	323	self.disable_smearer = wx.RadioButton(self, -1,
[55bb249c]	324	'None', style=wx.RB_GROUP)
[f32d144]	325	self.enable_smearer = wx.RadioButton(self, -1,
[55bb249c]	326	'Use dQ Data')
	327	#self.enable_smearer.SetToolTipString(
	328	#"Click to use the loaded dQ data for smearing.")
[f32d144]	329	self.pinhole_smearer = wx.RadioButton(self, -1,
[55bb249c]	330	'Custom Pinhole Smear')
	331	#self.pinhole_smearer.SetToolTipString
	332	#("Click to input custom resolution for pinhole smearing.")
[7609f1a]	333	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
[55bb249c]	334	#self.slit_smearer.SetToolTipString
	335	#("Click to input custom resolution for slit smearing.")
[f32d144]	336	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
[55bb249c]	337	id=self.disable_smearer.GetId())
[f32d144]	338	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
[55bb249c]	339	id=self.enable_smearer.GetId())
[f32d144]	340	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
[55bb249c]	341	id=self.pinhole_smearer.GetId())
[f32d144]	342	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
[55bb249c]	343	id=self.slit_smearer.GetId())
[ff8f99b]	344	self.disable_smearer.SetValue(True)
[c77d859]	345
[7609f1a]	346	# add 4 types of smearing to the sizer
[f32d144]	347	sizer_smearer.Add(self.disable_smearer, 0, wx.LEFT, 10)
	348	sizer_smearer.Add((10, 10))
	349	sizer_smearer.Add(self.enable_smearer)
[14cd6b92]	350	sizer_smearer.Add((10, 10))
[f32d144]	351	sizer_smearer.Add(self.pinhole_smearer)
[14cd6b92]	352	sizer_smearer.Add((10, 10))
[f32d144]	353	sizer_smearer.Add(self.slit_smearer)
[14cd6b92]	354	sizer_smearer.Add((10, 10))
[7609f1a]	355
[cb270ad2]	356	# StaticText for chi2, N(for fitting), Npts + Log/linear spacing
[f32d144]	357	self.tcChi = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
[e9875db]	358	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
[f32d144]	359	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
[0cf97c5]	360	self.Npts_fit.SetToolTipString(\
	361	" Npts : number of points selected for fitting")
[f32d144]	362	self.Npts_total = self.ModelTextCtrl(self, -1,
	363	size=(_BOX_WIDTH, 20),
	364	style=wx.TE_PROCESS_ENTER,
[0cf97c5]	365	text_enter_callback=self._onQrangeEnter)
	366	self.Npts_total.SetValue(format_number(self.npts_x))
	367	self.Npts_total.SetToolTipString(\
	368	" Total Npts : total number of data points")
[cb270ad2]	369
[2296316]	370	# Update and Draw button
[f32d144]	371	self.draw_button = wx.Button(self, wx.NewId(),
	372	'Compute', size=(88, 24))
[0cf97c5]	373	self.draw_button.Bind(wx.EVT_BUTTON, \
[f32d144]	374	self._onDraw, id=self.draw_button.GetId())
[2296316]	375	self.draw_button.SetToolTipString("Compute and Draw.")
	376
[cb270ad2]	377	self.points_sizer = wx.BoxSizer(wx.HORIZONTAL)
	378	self.pointsbox = wx.CheckBox(self, -1, 'Log?', (10, 10))
	379	self.pointsbox.SetValue(False)
	380	self.pointsbox.SetToolTipString("Check mark to use log spaced points")
	381	wx.EVT_CHECKBOX(self, self.pointsbox.GetId(), self.select_log)
	382
	383	self.points_sizer.Add(wx.StaticText(self, -1, 'Npts '))
	384	self.points_sizer.Add(self.pointsbox)
	385
[f32d144]	386	box_description_1 = wx.StaticText(self, -1, ' Chi2/Npts')
	387	box_description_2 = wx.StaticText(self, -1, 'Npts(Fit)')
[cb270ad2]	388	#box_description_3 = wx.StaticText(self, -1, 'Total Npts')
	389	#box_description_3.SetToolTipString( \
	390	# " Total Npts : total number of data points")
[2012eae]	391
[14cd6b92]	392	sizer_fit.Add(box_description_1, 0, 0)
	393	sizer_fit.Add(box_description_2, 0, 0)
[cb270ad2]	394	sizer_fit.Add(self.points_sizer, 0, 0)
	395	#sizer_fit.Add(box_description_3, 0, 0)
[14cd6b92]	396	sizer_fit.Add(self.draw_button, 0, 0)
	397	sizer_fit.Add(self.tcChi, 0, 0)
	398	sizer_fit.Add(self.Npts_fit, 0, 0)
	399	sizer_fit.Add(self.Npts_total, 0, 0)
[f32d144]	400	sizer_fit.Add(self.btFit, 0, 0)
[51a71a3]	401
	402	# StaticText for smear
[f32d144]	403	self.smear_description_none = wx.StaticText(self, -1,
	404	smear_message_none, style=wx.ALIGN_LEFT)
	405	self.smear_description_dqdata = wx.StaticText(self,
	406	-1, smear_message_dqdata, style=wx.ALIGN_LEFT)
	407	self.smear_description_type = wx.StaticText(self,
	408	-1, "Type:", style=wx.ALIGN_LEFT)
	409	self.smear_description_accuracy_type = wx.StaticText(self, -1,
	410	"Accuracy:", style=wx.ALIGN_LEFT)
	411	self.smear_description_smear_type = BGTextCtrl(self, -1,
	412	size=(57, 20), style=0)
[7609f1a]	413	self.smear_description_smear_type.SetValue(str(self.dq_l))
	414	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
[f32d144]	415	self.smear_description_2d = wx.StaticText(self, -1,
	416	smear_message_2d, style=wx.ALIGN_LEFT)
[4225aed]	417	self.smear_message_new_s = wx.StaticText(self, -1,
	418	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
	419	self.smear_message_new_p = wx.StaticText(self, -1,
[f32d144]	420	smear_message_new_psmear, style=wx.ALIGN_LEFT)
	421	self.smear_description_2d_x = wx.StaticText(self, -1,
	422	smear_message_2d_x_title, style=wx.ALIGN_LEFT)
[55bb249c]	423	self.smear_description_2d_x.SetToolTipString(\
	424	" dQp(parallel) in q_r direction.")
[f32d144]	425	self.smear_description_2d_y = wx.StaticText(self, -1,
	426	smear_message_2d_y_title, style=wx.ALIGN_LEFT)
[55bb249c]	427	self.smear_description_2d_y.SetToolTipString(\
	428	" dQs(perpendicular) in q_phi direction.")
[f32d144]	429	self.smear_description_pin_min = wx.StaticText(self, -1,
	430	smear_message_pinhole_min_title, style=wx.ALIGN_LEFT)
	431	self.smear_description_pin_max = wx.StaticText(self, -1,
	432	smear_message_pinhole_max_title, style=wx.ALIGN_LEFT)
	433	self.smear_description_slit_height = wx.StaticText(self, -1,
	434	smear_message_slit_height_title, style=wx.ALIGN_LEFT)
	435	self.smear_description_slit_width = wx.StaticText(self, -1,
	436	smear_message_slit_width_title, style=wx.ALIGN_LEFT)
	437
	438	#arrange sizers
	439	self.sizer_set_smearer.Add(sizer_smearer)
	440	self.sizer_set_smearer.Add((10, 10))
	441	self.sizer_set_smearer.Add(self.smear_description_none,
	442	0, wx.CENTER, 10)
	443	self.sizer_set_smearer.Add(self.smear_description_dqdata,
	444	0, wx.CENTER, 10)
	445	self.sizer_set_smearer.Add(self.smear_description_2d,
	446	0, wx.CENTER, 10)
	447	self.sizer_new_smear.Add(self.smear_description_type,
	448	0, wx.CENTER, 10)
	449	self.sizer_new_smear.Add(self.smear_description_accuracy_type,
	450	0, wx.CENTER, 10)
	451	self.sizer_new_smear.Add(self.smear_accuracy)
	452	self.sizer_new_smear.Add(self.smear_description_smear_type,
	453	0, wx.CENTER, 10)
	454	self.sizer_new_smear.Add((15, -1))
	455	self.sizer_new_smear.Add(self.smear_description_2d_x,
	456	0, wx.CENTER, 10)
	457	self.sizer_new_smear.Add(self.smear_description_pin_min,
	458	0, wx.CENTER, 10)
	459	self.sizer_new_smear.Add(self.smear_description_slit_height,
	460	0, wx.CENTER, 10)
[55bb249c]	461
[f32d144]	462	self.sizer_new_smear.Add(self.smear_pinhole_min,
	463	0, wx.CENTER, 10)
	464	self.sizer_new_smear.Add(self.smear_slit_height,
	465	0, wx.CENTER, 10)
	466	self.sizer_new_smear.Add(self.smear_data_left,
	467	0, wx.CENTER, 10)
	468	self.sizer_new_smear.Add((20, -1))
	469	self.sizer_new_smear.Add(self.smear_description_2d_y,
[55bb249c]	470	0, wx.CENTER, 10 )
[f32d144]	471	self.sizer_new_smear.Add(self.smear_description_pin_max,
[55bb249c]	472	0, wx.CENTER, 10 )
[f32d144]	473	self.sizer_new_smear.Add(self.smear_description_slit_width,
[55bb249c]	474	0, wx.CENTER, 10 )
[f72333f]	475
[075d073]	476	self.sizer_new_smear.Add(self.smear_pinhole_max, 0, wx.CENTER, 10)
	477	self.sizer_new_smear.Add(self.smear_slit_width, 0, wx.CENTER, 10)
	478	self.sizer_new_smear.Add(self.smear_data_right, 0, wx.CENTER, 10)
[7609f1a]	479
[075d073]	480	self.sizer_set_smearer.Add(self.smear_message_new_s, 0, wx.CENTER, 10)
	481	self.sizer_set_smearer.Add(self.smear_message_new_p, 0, wx.CENTER, 10)
[f32d144]	482	self.sizer_set_smearer.Add((5, 2))
[075d073]	483	self.sizer_set_smearer.Add(self.sizer_new_smear, 0, wx.CENTER, 10)
[7609f1a]	484
[f32d144]	485	# add all to chi2 sizer
	486	sizer_smearer_box.Add(self.sizer_set_smearer)
[7609f1a]	487	sizer_chi2.Add(sizer_smearer_box)
[f32d144]	488	sizer_chi2.Add((-1, 5))
	489	sizer_chi2.Add(weighting_box)
	490	sizer_chi2.Add((-1, 5))
[cc31608]	491
[7609f1a]	492	# hide all smear messages and textctrl
	493	self._hide_all_smear_info()
	494
	495	# get smear_selection
[f32d144]	496	self.current_smearer = smear_selection(self.data, self.model)
[83ad478]	497
[7609f1a]	498	# Show only the relevant smear messages, etc
	499	if self.current_smearer == None:
[51a71a3]	500	if not is_2Ddata:
[7609f1a]	501	self.smear_description_none.Show(True)
[f32d144]	502	self.enable_smearer.Disable()
[7609f1a]	503	else:
[f72333f]	504	self.smear_description_none.Show(True)
[f32d144]	505	self.slit_smearer.Disable()
[0f8f831]	506	if self.data == None:
[f32d144]	507	self.slit_smearer.Disable()
	508	self.pinhole_smearer.Disable()
	509	self.enable_smearer.Disable()
	510	else:
	511	self._show_smear_sizer()
[51a71a3]	512	boxsizer_range.Add(self.sizer_set_masking)
[f32d144]	513	#2D data? default
[6bbeacd4]	514	is_2Ddata = False
[7609f1a]	515
[6bbeacd4]	516	#check if it is 2D data
[f32d144]	517	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
[6bbeacd4]	518	is_2Ddata = True
	519
	520	self.sizer5.Clear(True)
	521
[f32d144]	522	self.qmin = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	523	style=wx.TE_PROCESS_ENTER,
[3e001f9]	524	set_focus_callback=self.qrang_set_focus,
	525	text_enter_callback=self._onQrangeEnter,
	526	name='qmin')
[f95301b]	527	self.qmin.SetValue(str(self.qmin_x))
[3e001f9]	528	q_tip = "Click outside of the axes\n to remove the lines."
	529	qmin_tip = "Minimun value of Q.\n"
	530	qmin_tip += q_tip
	531	self.qmin.SetToolTipString(qmin_tip)
[6bbeacd4]	532
[f32d144]	533	self.qmax = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	534	style=wx.TE_PROCESS_ENTER,
[3e001f9]	535	set_focus_callback=self.qrang_set_focus,
	536	text_enter_callback=self._onQrangeEnter,
	537	name='qmax')
[6bbeacd4]	538	self.qmax.SetValue(str(self.qmax_x))
[3e001f9]	539	qmax_tip = "Maximum value of Q.\n"
	540	qmax_tip += q_tip
	541	self.qmax.SetToolTipString(qmax_tip)
	542	self.qmin.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
	543	self.qmax.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
	544	self.qmin.Bind(wx.EVT_KEY_DOWN, self.on_key)
	545	self.qmax.Bind(wx.EVT_KEY_DOWN, self.on_key)
	546	self.qmin.Bind(wx.EVT_TEXT, self.on_qrange_text)
	547	self.qmax.Bind(wx.EVT_TEXT, self.on_qrange_text)
[6bbeacd4]	548	id = wx.NewId()
[f32d144]	549	self.reset_qrange = wx.Button(self, id, 'Reset', size=(77, 20))
[6bbeacd4]	550
[f32d144]	551	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked, id=id)
[075d073]	552	self.reset_qrange.SetToolTipString("Reset Q range to the default")
[6bbeacd4]	553
[f32d144]	554	sizer = wx.GridSizer(2, 4, 2, 6)
[6bbeacd4]	555
[f32d144]	556	self.btEditMask = wx.Button(self, wx.NewId(), 'Editor', size=(88, 23))
	557	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,
	558	id=self.btEditMask.GetId())
[6bbeacd4]	559	self.btEditMask.SetToolTipString("Edit Mask.")
	560	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
[cb270ad2]	561
[f32d144]	562	sizer.Add(wx.StaticText(self, -1, ' Q range'))
[6bbeacd4]	563	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
	564	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
	565	sizer.Add(self.EditMask_title)
[f32d144]	566	sizer.Add(self.reset_qrange)
[f95301b]	567	sizer.Add(self.qmin)
[6bbeacd4]	568	sizer.Add(self.qmax)
[0cf97c5]	569	#sizer.Add(self.theory_npts_tcrtl)
[6bbeacd4]	570	sizer.Add(self.btEditMask)
[f32d144]	571	boxsizer_range.Add(sizer_chi2)
	572	boxsizer_range.Add((10, 10))
[6bbeacd4]	573	boxsizer_range.Add(sizer)
	574
[f32d144]	575	boxsizer_range.Add((10, 15))
[6bbeacd4]	576	boxsizer_range.Add(sizer_fit)
	577	if is_2Ddata:
[f32d144]	578	self.btEditMask.Enable()
	579	self.EditMask_title.Enable()
[6bbeacd4]	580	else:
[f32d144]	581	self.btEditMask.Disable()
[6bbeacd4]	582	self.EditMask_title.Disable()
	583	## save state
	584	self.save_current_state()
[f32d144]	585	self.sizer5.Add(boxsizer_range, 0, wx.EXPAND \| wx.ALL, 10)
[6bbeacd4]	586	self.sizer5.Layout()
	587
[5062bbf]	588
[2296316]	589	def _set_sizer_dispersion(self):
[c77d859]	590	"""
[5062bbf]	591	draw sizer with gaussian dispersity parameters
[c77d859]	592	"""
[f32d144]	593	self.fittable_param = []
	594	self.fixed_param = []
	595	self.orientation_params_disp = []
[920a6e5]	596
[c77d859]	597	self.sizer4_4.Clear(True)
[f32d144]	598	if self.model == None:
[c77d859]	599	##no model is selected
	600	return
	601	if not self.enable_disp.GetValue():
	602	## the user didn't select dispersity display
[f32d144]	603	return
[b421b1a]	604
[376916c]	605	self._reset_dispersity()
[b421b1a]	606
[2296316]	607	## fill a sizer with the combobox to select dispersion type
	608	model_disp = wx.StaticText(self, -1, 'Function')
[f32d144]	609	CHECK_STATE = self.cb1.GetValue()
[0e4e554]	610	#import sas.models.dispersion_models
	611	#self.polydisp = sas.models.dispersion_models.models
	612	import sasmodels.weights
	613	self.polydisp = sasmodels.weights.models
[b421b1a]	614
[2296316]	615	ix = 0
	616	iy = 0
[52efcc5]	617	disp = wx.StaticText(self, -1, ' ')
[f32d144]	618	self.sizer4_4.Add(disp, (iy, ix), (1, 1),
	619	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	620	ix += 1
[2296316]	621	values = wx.StaticText(self, -1, 'PD[ratio]')
[01b6bd0]	622	polytext = "Polydispersity (= STD/mean); "
[f32d144]	623	polytext += "the standard deviation over the mean value."
[01b6bd0]	624	values.SetToolTipString(polytext)
[d7b7156]	625
[f32d144]	626	self.sizer4_4.Add(values, (iy, ix), (1, 1),
	627	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	628	ix += 2
[e5a1c31]	629	if self.is_mac:
	630	err_text = 'Error'
	631	else:
	632	err_text = ''
	633	self.text_disp_1 = wx.StaticText(self, -1, err_text)
[075d073]	634	self.sizer4_4.Add(self.text_disp_1, (iy, ix), (1, 1), \
[f32d144]	635	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	636
[f32d144]	637	ix += 1
[920a6e5]	638	self.text_disp_min = wx.StaticText(self, -1, 'Min')
[075d073]	639	self.sizer4_4.Add(self.text_disp_min, (iy, ix), (1, 1), \
[f32d144]	640	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	641
[f32d144]	642	ix += 1
[920a6e5]	643	self.text_disp_max = wx.StaticText(self, -1, 'Max')
[f32d144]	644	self.sizer4_4.Add(self.text_disp_max, (iy, ix), (1, 1),
	645	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[339b563]	646
[f32d144]	647	ix += 1
[c77d859]	648	npts = wx.StaticText(self, -1, 'Npts')
[d7b7156]	649	npts.SetToolTipString("Number of sampling points for the numerical\n\
	650	integration over the distribution function.")
[f32d144]	651	self.sizer4_4.Add(npts, (iy, ix), (1, 1),
	652	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	653	ix += 1
[2296316]	654	nsigmas = wx.StaticText(self, -1, 'Nsigs')
[f32d144]	655	nsigmas.SetToolTipString("Number of sigmas between which the range\n\
[d7b7156]	656	of the distribution function will be used for weighting. \n\
	657	The value '3' covers 99.5% for Gaussian distribution \n\
[01b6bd0]	658	function. Note: Not recommended to change this value.")
[f32d144]	659	self.sizer4_4.Add(nsigmas, (iy, ix), (1, 1),
	660	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	661	ix += 1
	662	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
	663	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	664
[bf5e985]	665	self.text_disp_max.Show(True)
	666	self.text_disp_min.Show(True)
[6dc9ad8]	667
[c77d859]	668	for item in self.model.dispersion.keys():
[318b5bbb]	669	if not self.magnetic_on:
	670	if item in self.model.magnetic_params:
	671	continue
[780d095]	672	if not item in self.model.orientation_params:
[f32d144]	673	if not item in self.disp_cb_dict:
	674	self.disp_cb_dict[item] = None
	675	name0 = "Distribution of " + item
	676	name1 = item + ".width"
	677	name2 = item + ".npts"
	678	name3 = item + ".nsigmas"
	679	if not name1 in self.model.details:
	680	self.model.details[name1] = ["", None, None]
[c99a6c5]	681
[780d095]	682	iy += 1
[f32d144]	683	for p in self.model.dispersion[item].keys():
[780d095]	684
[f32d144]	685	if p == "width":
[780d095]	686	ix = 0
[d7b7156]	687	cb = wx.CheckBox(self, -1, name0, (10, 10))
[934cfc03]	688	cb.SetValue(CHECK_STATE)
[2296316]	689	cb.SetToolTipString("Check mark to fit")
[780d095]	690	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[f32d144]	691	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	692	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[780d095]	693	ix = 1
[f32d144]	694	value = self.model.getParam(name1)
	695	ctl1 = self.ModelTextCtrl(self, -1,
	696	size=(_BOX_WIDTH / 1.3, 20),
	697	style=wx.TE_PROCESS_ENTER)
[01b6bd0]	698	ctl1.SetLabel('PD[ratio]')
	699	poly_text = "Polydispersity (STD/mean) of %s\n" % item
	700	poly_text += "STD: the standard deviation"
	701	poly_text += " from the mean value."
	702	ctl1.SetToolTipString(poly_text)
[f32d144]	703	ctl1.SetValue(str(format_number(value, True)))
	704	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[780d095]	705	## text to show error sign
	706	ix = 2
[f32d144]	707	text2 = wx.StaticText(self, -1, '+/-')
	708	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	709	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	710	if not self.is_mac:
[f32d144]	711	text2.Hide()
[b421b1a]	712
[780d095]	713	ix = 3
[f32d144]	714	ctl2 = wx.TextCtrl(self, -1,
	715	size=(_BOX_WIDTH / 1.3, 20),
[d7b7156]	716	style=0)
[eacf1d66]	717
[f32d144]	718	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	719	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	720	if not self.is_mac:
	721	ctl2.Hide()
[eacf1d66]	722
[920a6e5]	723	ix = 4
[f32d144]	724	ctl3 = self.ModelTextCtrl(self, -1,
	725	size=(_BOX_WIDTH / 2, 20),
	726	style=wx.TE_PROCESS_ENTER,
	727	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	728
[f32d144]	729	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	730	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	731
[920a6e5]	732	ix = 5
[f32d144]	733	ctl4 = self.ModelTextCtrl(self, -1,
	734	size=(_BOX_WIDTH / 2, 20),
	735	style=wx.TE_PROCESS_ENTER,
	736	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	737
[f32d144]	738	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	739	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[eacf1d66]	740
[bf5e985]	741	ctl3.Show(True)
	742	ctl4.Show(True)
[2296316]	743
[f32d144]	744	elif p == "npts":
	745	ix = 6
	746	value = self.model.getParam(name2)
	747	Tctl = self.ModelTextCtrl(self, -1,
	748	size=(_BOX_WIDTH / 2.2, 20),
	749	style=wx.TE_PROCESS_ENTER)
	750
	751	Tctl.SetValue(str(format_number(value)))
	752	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	753	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	754	self.fixed_param.append([None, name2, Tctl, None, None,
	755	None, None, None])
	756	elif p == "nsigmas":
	757	ix = 7
	758	value = self.model.getParam(name3)
	759	Tct2 = self.ModelTextCtrl(self, -1,
	760	size=(_BOX_WIDTH / 2.2, 20),
	761	style=wx.TE_PROCESS_ENTER)
	762
	763	Tct2.SetValue(str(format_number(value)))
	764	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
	765	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	766	self.fixed_param.append([None, name3, Tct2,
	767	None, None, None,
	768	None, None])
[2296316]	769
[f32d144]	770	ix = 8
	771	disp_box = wx.ComboBox(self, -1, size=(65, -1),
	772	style=wx.CB_READONLY, name='%s' % name1)
[2296316]	773	for key, value in self.polydisp.iteritems():
	774	name_disp = str(key)
[f32d144]	775	disp_box.Append(name_disp, value)
	776	disp_box.SetStringSelection("gaussian")
	777	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
	778	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	779	self.fittable_param.append([cb, name1, ctl1, text2,
	780	ctl2, ctl3, ctl4, disp_box])
[2296316]	781
[f32d144]	782	ix = 0
	783	iy += 1
[308fa87]	784	self.sizer4_4.Add((20, 20), (iy, ix), (1, 1),
	785	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	786	first_orient = True
[780d095]	787	for item in self.model.dispersion.keys():
[318b5bbb]	788	if not self.magnetic_on:
	789	if item in self.model.magnetic_params:
	790	continue
[780d095]	791	if item in self.model.orientation_params:
[308fa87]	792	if not item in self.disp_cb_dict:
	793	self.disp_cb_dict[item] = None
	794	name0 = "Distribution of " + item
	795	name1 = item + ".width"
	796	name2 = item + ".npts"
	797	name3 = item + ".nsigmas"
[d7b7156]	798
[308fa87]	799	if not name1 in self.model.details:
	800	self.model.details[name1] = ["", None, None]
[b421b1a]	801
[780d095]	802	iy += 1
[308fa87]	803	for p in self.model.dispersion[item].keys():
[780d095]	804
[308fa87]	805	if p == "width":
[780d095]	806	ix = 0
[d7b7156]	807	cb = wx.CheckBox(self, -1, name0, (10, 10))
[934cfc03]	808	cb.SetValue(CHECK_STATE)
[2296316]	809	cb.SetToolTipString("Check mark to fit")
[780d095]	810	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[308fa87]	811	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	812	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	813	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	814	self.enable2D:
[6dc9ad8]	815	cb.Show(True)
[c99a6c5]	816	elif cb.IsShown():
[6dc9ad8]	817	cb.Hide()
[780d095]	818	ix = 1
[308fa87]	819	value = self.model.getParam(name1)
	820	ctl1 = self.ModelTextCtrl(self, -1,
	821	size=(_BOX_WIDTH / 1.3, 20),
	822	style=wx.TE_PROCESS_ENTER)
[01b6bd0]	823	poly_tip = "Absolute Sigma for %s." % item
	824	ctl1.SetToolTipString(poly_tip)
[308fa87]	825	ctl1.SetValue(str(format_number(value, True)))
[ba1f0b2]	826	if self.data.__class__.__name__ == "Data2D" or \
	827	self.enable2D:
[d7b7156]	828	if first_orient:
[01b6bd0]	829	values.SetLabel('PD[ratio], Sig[deg]')
	830	poly_text = "PD(polydispersity for lengths):\n"
[308fa87]	831	poly_text += "It should be a value between"
	832	poly_text += "0 and 1\n"
[01b6bd0]	833	poly_text += "Sigma for angles: \n"
	834	poly_text += "It is the STD (ratio*mean)"
[2b0f822]	835	poly_text += " of the distribution.\n "
[01b6bd0]	836
	837	values.SetToolTipString(poly_text)
[d7b7156]	838	first_orient = False
[6dc9ad8]	839	ctl1.Show(True)
[c99a6c5]	840	elif ctl1.IsShown():
[6dc9ad8]	841	ctl1.Hide()
[d7b7156]	842
[308fa87]	843	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[780d095]	844	## text to show error sign
	845	ix = 2
[308fa87]	846	text2 = wx.StaticText(self, -1, '+/-')
	847	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	848	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	849
[308fa87]	850	text2.Hide()
[b421b1a]	851
[780d095]	852	ix = 3
[308fa87]	853	ctl2 = wx.TextCtrl(self, -1,
	854	size=(_BOX_WIDTH / 1.3, 20),
[d7b7156]	855	style=0)
[b421b1a]	856
[308fa87]	857	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	858	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	859
	860	ctl2.Hide()
[308fa87]	861	if self.data.__class__.__name__ == "Data2D" or \
[1180528]	862	self.enable2D:
[308fa87]	863	if self.is_mac:
[1180528]	864	text2.Show(True)
[308fa87]	865	ctl2.Show(True)
[920a6e5]	866
	867	ix = 4
[308fa87]	868	ctl3 = self.ModelTextCtrl(self, -1,
	869	size=(_BOX_WIDTH / 2, 20),
[d7b7156]	870	style=wx.TE_PROCESS_ENTER,
[308fa87]	871	text_enter_callback=self._onparamRangeEnter)
[eacf1d66]	872
[308fa87]	873	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	874	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[c99a6c5]	875
[920a6e5]	876	ctl3.Hide()
	877
	878	ix = 5
[308fa87]	879	ctl4 = self.ModelTextCtrl(self, -1,
	880	size=(_BOX_WIDTH / 2, 20),
	881	style=wx.TE_PROCESS_ENTER,
	882	text_enter_callback=self._onparamRangeEnter)
	883	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	884	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	885	ctl4.Hide()
	886
[308fa87]	887	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	888	self.enable2D:
[920a6e5]	889	ctl3.Show(True)
[308fa87]	890	ctl4.Show(True)
[2296316]	891
[308fa87]	892	elif p == "npts":
	893	ix = 6
	894	value = self.model.getParam(name2)
	895	Tctl = self.ModelTextCtrl(self, -1,
	896	size=(_BOX_WIDTH / 2.2, 20),
	897	style=wx.TE_PROCESS_ENTER)
	898
	899	Tctl.SetValue(str(format_number(value)))
	900	if self.data.__class__.__name__ == "Data2D" or \
	901	self.enable2D:
	902	Tctl.Show(True)
	903	else:
	904	Tctl.Hide()
	905	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	906	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	907	self.fixed_param.append([None, name2, Tctl, None, None,
	908	None, None, None])
	909	self.orientation_params_disp.append([None, name2,
	910	Tctl, None, None,
	911	None, None, None])
	912	elif p == "nsigmas":
	913	ix = 7
	914	value = self.model.getParam(name3)
	915	Tct2 = self.ModelTextCtrl(self, -1,
	916	size=(_BOX_WIDTH / 2.2, 20),
	917	style=wx.TE_PROCESS_ENTER)
	918
	919	Tct2.SetValue(str(format_number(value)))
	920	if self.data.__class__.__name__ == "Data2D" or \
	921	self.enable2D:
	922	Tct2.Show(True)
	923	else:
	924	Tct2.Hide()
	925	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
	926	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[7975f2b]	927
[308fa87]	928	self.fixed_param.append([None, name3, Tct2,
	929	None, None, None, None, None])
	930
	931	self.orientation_params_disp.append([None, name3,
	932	Tct2, None, None, None, None, None])
[2296316]	933
[308fa87]	934	ix = 8
	935	disp_box = wx.ComboBox(self, -1, size=(65, -1),
	936	style=wx.CB_READONLY, name='%s' % name1)
[2296316]	937	for key, value in self.polydisp.iteritems():
	938	name_disp = str(key)
[308fa87]	939	disp_box.Append(name_disp, value)
	940	disp_box.SetStringSelection("gaussian")
	941	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
	942	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	943	self.fittable_param.append([cb, name1, ctl1, text2,
[2296316]	944	ctl2, ctl3, ctl4, disp_box])
[308fa87]	945	self.orientation_params_disp.append([cb, name1, ctl1,
[2296316]	946	text2, ctl2, ctl3, ctl4, disp_box])
	947
[ba1f0b2]	948	if self.data.__class__.__name__ == "Data2D" or \
	949	self.enable2D:
[2296316]	950	disp_box.Show(True)
	951	else:
	952	disp_box.Hide()
	953
[308fa87]	954	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
[b421b1a]	955
[308fa87]	956	self.state.model = self.model.clone()
	957	## save state into
[4043c96]	958	self.state.cb1 = self.cb1.GetValue()
[920a6e5]	959	self._copy_parameters_state(self.parameters, self.state.parameters)
[240b9966]	960	self._copy_parameters_state(self.orientation_params_disp,
	961	self.state.orientation_params_disp)
[308fa87]	962	self._copy_parameters_state(self.fittable_param,
[d7b7156]	963	self.state.fittable_param)
[240b9966]	964	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[d40a9cd]	965
[308fa87]	966	wx.PostEvent(self.parent,
	967	StatusEvent(status=" Selected Distribution: Gaussian"))
[b324aa9]	968	#Fill the list of fittable parameters
[934cfc03]	969	#self.select_all_param(event=None)
	970	self.get_all_checked_params()
[71f0373]	971	self.Layout()
[7975f2b]	972
[2296316]	973	def _onDraw(self, event):
	974	"""
	975	Update and Draw the model
[308fa87]	976	"""
	977	if self.model == None:
	978	msg = "Please select a Model first..."
[2296316]	979	wx.MessageBox(msg, 'Info')
	980	return
[f9feff3]	981	"""
[d2c4c06]	982	if not self.data.is_data:
	983	self.npts_x = self.Npts_total.GetValue()
	984	self.Npts_fit.SetValue(self.npts_x)
[308fa87]	985	self.create_default_data()
[f9feff3]	986	"""
[308fa87]	987	flag = self._update_paramv_on_fit()
[d2c4c06]	988
[a624e76]	989	wx.CallAfter(self._onparamEnter_helper)
[2296316]	990	if not flag:
[308fa87]	991	msg = "The parameters are invalid"
[ae84427]	992	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	993	return
[2296316]	994
[308fa87]	995	def _onFit(self, event):
[c77d859]	996	"""
[5062bbf]	997	Allow to fit
[c77d859]	998	"""
[054c10a]	999	if event != None:
[308fa87]	1000	event.Skip()
[2d0756a5]	1001	if self.fit_started:
	1002	self._StopFit()
	1003	self.fit_started = False
	1004	wx.CallAfter(self.set_fitbutton)
[308fa87]	1005	return
[2d0756a5]	1006
[4e9f227]	1007	if (len(self._manager.fit_thread_list) > 0
	1008	and self._manager._fit_engine not in ("park","bumps")
	1009	and self._manager.sim_page != None
	1010	and self._manager.sim_page.uid == self.uid):
[dc613d6]	1011	msg = "The FitEnging will be set to 'ParkMC'\n"
	1012	msg += " to fit with more than one data set..."
	1013	wx.MessageBox(msg, 'Info')
	1014
[504dd9f5]	1015	if self.data is None:
[ecfcef6]	1016	msg = "Please get Data first..."
[504dd9f5]	1017	wx.MessageBox(msg, 'Info')
[308fa87]	1018	wx.PostEvent(self._manager.parent,
	1019	StatusEvent(status="Fit: %s" % msg))
[504dd9f5]	1020	return
	1021	if self.model is None:
	1022	msg = "Please select a Model first..."
[4470b10]	1023	wx.MessageBox(msg, 'Info')
[308fa87]	1024	wx.PostEvent(self._manager.parent,
	1025	StatusEvent(status="Fit: %s" % msg, type="stop"))
[4470b10]	1026	return
[ecfcef6]	1027
	1028	if len(self.param_toFit) <= 0:
[308fa87]	1029	msg = "Select at least one parameter to fit"
[ecfcef6]	1030	wx.MessageBox(msg, 'Info')
[308fa87]	1031	wx.PostEvent(self._manager.parent,
	1032	StatusEvent(status=msg, type="stop"))
	1033	return
[ecfcef6]	1034
[308fa87]	1035	flag = self._update_paramv_on_fit()
[94078a8]	1036
	1037	if self.batch_on and not self._is_2D():
	1038	if not self._validate_Npts_1D():
	1039	return
[acd0bda3]	1040
[c77d859]	1041	if not flag:
[308fa87]	1042	msg = "Fitting range or parameters are invalid"
[ae84427]	1043	wx.PostEvent(self._manager.parent,
[308fa87]	1044	StatusEvent(status=msg, type="stop"))
	1045	return
[ecfcef6]	1046
[308fa87]	1047	self.select_param(event=None)
[d0ce2c30]	1048
[308fa87]	1049	# Remove or do not allow fitting on the Q=0 point, especially
	1050	# when y(q=0)=None at x[0].
[f95301b]	1051	self.qmin_x = float(self.qmin.GetValue())
[67ae937]	1052	self.qmax_x = float(self.qmax.GetValue())
[dc613d6]	1053	self._manager._reset_schedule_problem(value=0, uid=self.uid)
[308fa87]	1054	self._manager.schedule_for_fit(uid=self.uid, value=1)
	1055	self._manager.set_fit_range(uid=self.uid, qmin=self.qmin_x,
	1056	qmax=self.qmax_x)
[3b70cc7]	1057
[308fa87]	1058	#single fit
[2d0756a5]	1059	#self._manager.onFit(uid=self.uid)
	1060	self.fit_started = self._manager.onFit(uid=self.uid)
	1061	wx.CallAfter(self.set_fitbutton)
	1062
[308fa87]	1063	def set_fitbutton(self):
[2d0756a5]	1064	"""
	1065	Set fit button label depending on the fit_started[bool]
	1066	"""
[e4cd34c]	1067	# Skip this feature if we are not on Windows
	1068	#NOTE: the is_mac data member actually means "is no Windows".
	1069	if self.is_mac:
	1070	return
	1071
[2d0756a5]	1072	if self.fit_started:
	1073	label = "Stop"
	1074	color = "red"
	1075	else:
	1076	label = "Fit"
	1077	color = "black"
	1078	self.btFit.Enable(False)
	1079	self.btFit.SetLabel(label)
	1080	self.btFit.SetForegroundColour(color)
	1081	self.btFit.Enable(True)
	1082
[f7ef313]	1083	def get_weight_flag(self):
[55bb249c]	1084	"""
[f7ef313]	1085	Get flag corresponding to a given weighting dI data.
[55bb249c]	1086	"""
	1087	button_list = [self.dI_noweight,
	1088	self.dI_didata,
	1089	self.dI_sqrdata,
	1090	self.dI_idata]
[f7ef313]	1091	flag = 1
[55bb249c]	1092	for item in button_list:
	1093	if item.GetValue():
	1094	if button_list.index(item) == 0:
[308fa87]	1095	flag = 0 # dy = numpy.ones_like(dy_data)
[55bb249c]	1096	elif button_list.index(item) == 1:
[308fa87]	1097	flag = 1 # dy = dy_data
[55bb249c]	1098	elif button_list.index(item) == 2:
[308fa87]	1099	flag = 2 # dy = numpy.sqrt(numpy.abs(data))
[55bb249c]	1100	elif button_list.index(item) == 3:
[308fa87]	1101	flag = 3 # dy = numpy.abs(data)
[55bb249c]	1102	break
[f7ef313]	1103	return flag
[55bb249c]	1104
[f22e626]	1105	def _StopFit(self, event=None):
[ad6dd4c]	1106	"""
[308fa87]	1107	Stop fit
[ad6dd4c]	1108	"""
[5f2de0aa]	1109	if event != None:
	1110	event.Skip()
[66ff250]	1111	self._manager.stop_fit(self.uid)
	1112	self._manager._reset_schedule_problem(value=0)
[db47703]	1113	self._on_fit_complete()
[66ff250]	1114
[6ff97c5]	1115	def rename_model(self):
	1116	"""
	1117	find a short name for model
	1118	"""
	1119	if self.model is not None:
	1120	self.model.name = "M" + str(self.index_model)
	1121
[308fa87]	1122	def _on_select_model(self, event=None):
[c77d859]	1123	"""
[5062bbf]	1124	call back for model selection
[308fa87]	1125	"""
	1126	self.Show(False)
	1127	copy_flag = False
	1128	is_poly_enabled = None
[817991b]	1129	if event != None:
[ea5fa58]	1130	if (event.GetEventObject() == self.formfactorbox\
	1131	and self.structurebox.GetLabel() != 'None')\
	1132	or event.GetEventObject() == self.structurebox\
	1133	or event.GetEventObject() == self.multifactorbox:
	1134	copy_flag = self.get_copy_params()
	1135	is_poly_enabled = self.enable_disp.GetValue()
[a86e69b]	1136
[308fa87]	1137	self._on_select_model_helper()
	1138	self.set_model_param_sizer(self.model)
[982e953]	1139	if self.model is None:
	1140	self._set_bookmark_flag(False)
[2657df9]	1141	self._keep.Enable(False)
[982e953]	1142	self._set_save_flag(False)
[3b605bb]	1143	self.enable_disp.SetValue(False)
	1144	self.disable_disp.SetValue(True)
[4043c96]	1145	try:
	1146	self.set_dispers_sizer()
	1147	except:
	1148	pass
[6747217]	1149	self.state.enable_disp = self.enable_disp.GetValue()
	1150	self.state.disable_disp = self.disable_disp.GetValue()
	1151	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	1152	self.state.slit_smearer = self.slit_smearer.GetValue()
	1153
[308fa87]	1154	self.state.structurecombobox = self.structurebox.GetLabel()
[ea5fa58]	1155	self.state.formfactorcombobox = self.formfactorbox.GetLabel()
[6ff97c5]	1156	self.enable_fit_button()
[9237df4]	1157	if self.model != None:
[93f0a862]	1158	self.m_name = self.model.name
	1159	self.state.m_name = self.m_name
[6ff97c5]	1160	self.rename_model()
[07c8630]	1161	self._set_copy_flag(True)
	1162	self._set_paste_flag(True)
[817991b]	1163	if self.data is not None:
[308fa87]	1164	is_data = check_data_validity(self.data)
[817991b]	1165	if is_data:
[940aca7]	1166	self._set_bookmark_flag(not self.batch_on)
	1167	self._keep.Enable(not self.batch_on)
[d40038e]	1168	self._set_save_flag(True)
[64bda1e]	1169	# Reset smearer, model and data
[2d34d55]	1170	if not copy_flag:
	1171	self.disable_smearer.SetValue(True)
	1172	self.enable_smearer.SetValue(False)
[2c60cb69]	1173
	1174	# more disables for 2D
[3fb5e68]	1175	self._set_smear_buttons()
[2c60cb69]	1176
[70c57ebf]	1177	try:
[6bbeacd4]	1178	# update smearer sizer
[db8590a]	1179	#if not self.enable_smearer.GetValue():
	1180	# self.disable_smearer.SetValue(True)
[6bbeacd4]	1181	self.onSmear(None)
[64bda1e]	1182	temp_smear = None
[6ff97c5]	1183	if not self.disable_smearer.GetValue():
[64bda1e]	1184	# Set the smearer environments
[6e4c9fe]	1185	temp_smear = self.current_smearer
[70c57ebf]	1186	except:
[66ff250]	1187	raise
[70c57ebf]	1188	## error occured on chisqr computation
[66ff250]	1189	#pass
[0b12abb5]	1190	## event to post model to fit to fitting plugins
	1191	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
[d9638fd]	1192
[308fa87]	1193	## set smearing value whether or not
[6bbeacd4]	1194	# the data contain the smearing info
[308fa87]	1195	evt = ModelEventbox(model=self.model,
	1196	smearer=temp_smear,
	1197	enable_smearer=not self.disable_smearer.GetValue(),
	1198	qmin=float(self.qmin_x),
	1199	uid=self.uid,
	1200	caption=self.window_caption,
	1201	qmax=float(self.qmax_x))
[6bbeacd4]	1202
	1203	self._manager._on_model_panel(evt=evt)
[075d073]	1204	self.mbox_description.SetLabel("Model [ %s ]"% str(self.model.name))
[dafc36f]	1205	self.mbox_description.SetForegroundColour(wx.BLUE)
[0b12abb5]	1206	self.state.model = self.model.clone()
	1207	self.state.model.name = self.model.name
[88f286d]	1208
[6bbeacd4]	1209	if event != None:
[3595309d]	1210	## post state to fit panel
[308fa87]	1211	new_event = PageInfoEvent(page=self)
	1212	wx.PostEvent(self.parent, new_event)
[9466f2d6]	1213	#update list of plugins if new plugin is available
[ea5fa58]	1214	custom_model = 'Customized Models'
	1215	mod_cat = self.categorybox.GetStringSelection()
	1216	if mod_cat == custom_model:
	1217	temp = self.parent.update_model_list()
	1218	if temp:
	1219	self.model_list_box = temp
	1220	current_val = self.formfactorbox.GetLabel()
	1221	pos = self.formfactorbox.GetSelection()
	1222	self._show_combox_helper()
	1223	self.formfactorbox.SetSelection(pos)
	1224	self.formfactorbox.SetValue(current_val)
[817991b]	1225	# when select a model only from guictr/button
	1226	if is_poly_enabled != None:
	1227	self.enable_disp.SetValue(is_poly_enabled)
	1228	self.disable_disp.SetValue(not is_poly_enabled)
	1229	self._set_dipers_Param(event=None)
	1230	self.state.enable_disp = self.enable_disp.GetValue()
	1231	self.state.disable_disp = self.disable_disp.GetValue()
	1232
	1233	# Keep the previous param values
[d682c92]	1234	if copy_flag:
[817991b]	1235	self.get_paste_params(copy_flag)
[db8590a]	1236	wx.CallAfter(self._onDraw, None)
[2d34d55]	1237
[0145a25]	1238	else:
[7fd4afd]	1239	self._draw_model()
[1345f2f]	1240
	1241	if self.batch_on:
	1242	self.slit_smearer.Enable(False)
	1243	self.pinhole_smearer.Enable(False)
[308fa87]	1244	self.btEditMask.Disable()
[054f004]	1245	self.EditMask_title.Disable()
[1345f2f]	1246
[308fa87]	1247	self.Show(True)
[ce92ded]	1248	self.SetupScrolling()
[dbbdf11]	1249
[308fa87]	1250	def _onparamEnter(self, event):
	1251	"""
[5062bbf]	1252	when enter value on panel redraw model according to changed
[dd5949d]	1253	"""
[308fa87]	1254	if self.model == None:
	1255	msg = "Please select a Model first..."
[4470b10]	1256	wx.MessageBox(msg, 'Info')
	1257	return
	1258
[51a71a3]	1259	#default flag
[7975f2b]	1260	flag = False
[51a71a3]	1261	self.fitrange = True
	1262	#get event object
[dce84c0]	1263	tcrtl = event.GetEventObject()
[edd166b]	1264	#Clear msg if previously shown.
[308fa87]	1265	msg = ""
[ae84427]	1266	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[c99a6c5]	1267
[7975f2b]	1268	if check_float(tcrtl):
[308fa87]	1269	flag = self._onparamEnter_helper()
[bf5e985]	1270	self.show_npts2fit()
[308fa87]	1271	if self.fitrange:
[51a71a3]	1272	temp_smearer = None
	1273	if not self.disable_smearer.GetValue():
[308fa87]	1274	temp_smearer = self.current_smearer
	1275	## set smearing value whether or not
[d7b7156]	1276	# the data contain the smearing info
[51a71a3]	1277	if self.slit_smearer.GetValue():
	1278	flag1 = self.update_slit_smear()
	1279	flag = flag or flag1
	1280	elif self.pinhole_smearer.GetValue():
	1281	flag1 = self.update_pinhole_smear()
	1282	flag = flag or flag1
[308fa87]	1283	elif self.data.__class__.__name__ != "Data2D" and \
[ba1f0b2]	1284	not self.enable2D:
[308fa87]	1285	self._manager.set_smearer(smearer=temp_smearer,
[6ff97c5]	1286	fid=self.data.id,
[66ff250]	1287	uid=self.uid,
[308fa87]	1288	qmin=float(self.qmin_x),
	1289	qmax=float(self.qmax_x),
[6ff97c5]	1290	enable_smearer=not self.disable_smearer.GetValue(),
[308fa87]	1291	draw=True)
	1292	if flag:
[f72333f]	1293	#self.compute_chisqr(smearer= temp_smearer)
[51a71a3]	1294
	1295	## new state posted
	1296	if self.state_change:
	1297	#self._undo.Enable(True)
[308fa87]	1298	event = PageInfoEvent(page=self)
[51a71a3]	1299	wx.PostEvent(self.parent, event)
[308fa87]	1300	self.state_change = False
	1301	else:
	1302	# invalid fit range: do nothing here:
	1303	# msg already displayed in validate
	1304	return
[69bee6d]	1305	else:
[7975f2b]	1306	self.save_current_state()
[308fa87]	1307	msg = "Cannot Plot :Must enter a number!!! "
[ae84427]	1308	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[7609f1a]	1309
[308fa87]	1310	self.save_current_state()
	1311	return
[7609f1a]	1312
[e2f7b92]	1313	def _onparamRangeEnter(self, event):
[920a6e5]	1314	"""
[5062bbf]	1315	Check validity of value enter in the parameters range field
[920a6e5]	1316	"""
[308fa87]	1317	tcrtl = event.GetEventObject()
[edd166b]	1318	#Clear msg if previously shown.
[308fa87]	1319	msg = ""
[ae84427]	1320	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[edd166b]	1321	# Flag to register when a parameter has changed.
	1322	is_modified = False
[308fa87]	1323	if tcrtl.GetValue().lstrip().rstrip() != "":
[920a6e5]	1324	try:
	1325	tcrtl.SetBackgroundColour(wx.WHITE)
[308fa87]	1326	self._check_value_enter(self.fittable_param, is_modified)
	1327	self._check_value_enter(self.parameters, is_modified)
[920a6e5]	1328	except:
	1329	tcrtl.SetBackgroundColour("pink")
[308fa87]	1330	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1331	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1332	return
[920a6e5]	1333	else:
[308fa87]	1334	tcrtl.SetBackgroundColour(wx.WHITE)
[e2f7b92]	1335
[edd166b]	1336	#self._undo.Enable(True)
	1337	self.save_current_state()
[308fa87]	1338	event = PageInfoEvent(page=self)
[edd166b]	1339	wx.PostEvent(self.parent, event)
[308fa87]	1340	self.state_change = False
[3e001f9]	1341
	1342	def qrang_set_focus(self, event=None):
	1343	"""
	1344	ON Qrange focus
	1345	"""
	1346	if event != None:
	1347	event.Skip()
	1348	#tcrtl = event.GetEventObject()
	1349	self._validate_qrange(self.qmin, self.qmax)
	1350
	1351	def qrange_click(self, event):
	1352	"""
	1353	On Qrange textctrl click, make the qrange lines in the plot
	1354	"""
	1355	if event != None:
	1356	event.Skip()
	1357	if self.data.__class__.__name__ == "Data2D":
	1358	return
	1359	is_click = event.LeftDown()
	1360	if is_click:
	1361	d_id = self.data.id
	1362	d_group_id = self.data.group_id
	1363	act_ctrl = event.GetEventObject()
[ae84427]	1364	wx.PostEvent(self._manager.parent,
[3e001f9]	1365	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1366	group_id=d_group_id, leftdown=is_click,
	1367	active=act_ctrl))
	1368
	1369	def on_qrange_text(self, event):
	1370	"""
	1371	#On q range value updated. DO not combine with qrange_click().
	1372	"""
	1373	if event != None:
	1374	event.Skip()
	1375	if self.data.__class__.__name__ == "Data2D":
	1376	return
	1377	act_ctrl = event.GetEventObject()
	1378	d_id = self.data.id
	1379	d_group_id = self.data.group_id
[ae84427]	1380	wx.PostEvent(self._manager.parent,
[3e001f9]	1381	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1382	group_id=d_group_id, leftdown=False,
	1383	active=act_ctrl))
	1384	self._validate_qrange(self.qmin, self.qmax)
	1385
	1386	def on_key(self, event):
	1387	"""
	1388	On Key down
	1389	"""
	1390	event.Skip()
	1391	if self.data.__class__.__name__ == "Data2D":
	1392	return
	1393	ctrl = event.GetEventObject()
	1394	try:
	1395	x_data = float(ctrl.GetValue())
	1396	except:
	1397	return
	1398	key = event.GetKeyCode()
	1399	length = len(self.data.x)
	1400	indx = (numpy.abs(self.data.x - x_data)).argmin()
	1401	#return array.flat[idx]
	1402	if key == wx.WXK_PAGEUP or key == wx.WXK_NUMPAD_PAGEUP:
	1403	indx += 1
	1404	if indx >= length:
	1405	indx = length - 1
	1406	elif key == wx.WXK_PAGEDOWN or key == wx.WXK_NUMPAD_PAGEDOWN:
	1407	indx -= 1
	1408	if indx < 0:
	1409	indx = 0
	1410	else:
	1411	return
	1412	ctrl.SetValue(str(self.data.x[indx]))
	1413	self._validate_qrange(self.qmin, self.qmax)
	1414
[12eac73]	1415	def _onQrangeEnter(self, event):
	1416	"""
[5062bbf]	1417	Check validity of value enter in the Q range field
[12eac73]	1418	"""
[6ff97c5]	1419	tcrtl = event.GetEventObject()
[12eac73]	1420	#Clear msg if previously shown.
[308fa87]	1421	msg = ""
[ae84427]	1422	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[33477fd]	1423	# For theory mode
	1424	if not self.data.is_data:
[d2c4c06]	1425	self.npts_x = self.Npts_total.GetValue()
	1426	self.Npts_fit.SetValue(self.npts_x)
[33477fd]	1427	self.create_default_data()
[12eac73]	1428	# Flag to register when a parameter has changed.
[308fa87]	1429	if tcrtl.GetValue().lstrip().rstrip() != "":
[12eac73]	1430	try:
	1431	tcrtl.SetBackgroundColour(wx.WHITE)
	1432	# If qmin and qmax have been modified, update qmin and qmax
[308fa87]	1433	if self._validate_qrange(self.qmin, self.qmax):
[f95301b]	1434	tempmin = float(self.qmin.GetValue())
[12eac73]	1435	if tempmin != self.qmin_x:
	1436	self.qmin_x = tempmin
	1437	tempmax = float(self.qmax.GetValue())
	1438	if tempmax != self.qmax_x:
	1439	self.qmax_x = tempmax
	1440	else:
	1441	tcrtl.SetBackgroundColour("pink")
[308fa87]	1442	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1443	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1444	return
[12eac73]	1445	except:
	1446	tcrtl.SetBackgroundColour("pink")
[308fa87]	1447	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1448	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1449	return
[12eac73]	1450	#Check if # of points for theory model are valid(>0).
[51a71a3]	1451	# check for 2d
[6ff97c5]	1452	if self.data.__class__.__name__ == "Data2D" or \
	1453	self.enable2D:
[308fa87]	1454	# set mask
	1455	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
	1456	self.data.qy_data * self.data.qy_data)
	1457	index_data = ((self.qmin_x <= radius) & \
	1458	(radius <= self.qmax_x))
	1459	index_data = (index_data) & (self.data.mask)
	1460	index_data = (index_data) & (numpy.isfinite(self.data.data))
[6ff97c5]	1461	if len(index_data[index_data]) < 10:
	1462	msg = "Cannot Plot :No or too little npts in"
	1463	msg += " that data range!!! "
[ae84427]	1464	wx.PostEvent(self._manager.parent,
[6ff97c5]	1465	StatusEvent(status=msg))
	1466	return
[51a71a3]	1467	else:
[3b70cc7]	1468	#self.data.mask = index_data
[6ff97c5]	1469	#self.Npts_fit.SetValue(str(len(self.data.mask)))
[bf5e985]	1470	self.show_npts2fit()
[0cf97c5]	1471	else:
[308fa87]	1472	index_data = ((self.qmin_x <= self.data.x) & \
[6ff97c5]	1473	(self.data.x <= self.qmax_x))
	1474	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
	1475
	1476	self.npts_x = self.Npts_total.GetValue()
	1477	self.create_default_data()
	1478	self._save_plotting_range()
[12eac73]	1479	else:
[308fa87]	1480	tcrtl.SetBackgroundColour("pink")
	1481	msg = "Model Error:wrong value entered!!!"
[ae84427]	1482	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[12eac73]	1483
[f72333f]	1484	self._draw_model()
[12eac73]	1485	self.save_current_state()
[308fa87]	1486	event = PageInfoEvent(page=self)
[12eac73]	1487	wx.PostEvent(self.parent, event)
[308fa87]	1488	self.state_change = False
[51a71a3]	1489	return
[5062bbf]	1490
[edd166b]	1491	def _clear_Err_on_Fit(self):
	1492	"""
[308fa87]	1493	hide the error text control shown
[5062bbf]	1494	after fitting
[edd166b]	1495	"""
[9e11cf5]	1496
[ce92ded]	1497	if self.is_mac:
	1498	return
[308fa87]	1499	if hasattr(self, "text2_3"):
[edd166b]	1500	self.text2_3.Hide()
	1501
[308fa87]	1502	if len(self.parameters) > 0:
[edd166b]	1503	for item in self.parameters:
[940aca7]	1504	if item[0].IsShown():
[9e11cf5]	1505	#Skip the angle parameters if 1D data
[940aca7]	1506	if self.data.__class__.__name__ != "Data2D" and \
	1507	not self.enable2D:
	1508	if item in self.orientation_params:
	1509	continue
	1510	if item in self.param_toFit:
[edd166b]	1511	continue
[940aca7]	1512	## hide statictext +/-
	1513	if len(item) < 4:
	1514	continue
	1515	if item[3] != None and item[3].IsShown():
	1516	item[3].Hide()
	1517	## hide textcrtl for error after fit
	1518	if item[4] != None and item[4].IsShown():
	1519	item[4].Hide()
[7975f2b]	1520
[308fa87]	1521	if len(self.fittable_param) > 0:
[edd166b]	1522	for item in self.fittable_param:
[940aca7]	1523	if item[0].IsShown():
[9e11cf5]	1524	#Skip the angle parameters if 1D data
[940aca7]	1525	if self.data.__class__.__name__ != "Data2D" and \
	1526	not self.enable2D:
	1527	if item in self.orientation_params:
	1528	continue
	1529	if item in self.param_toFit:
[edd166b]	1530	continue
[940aca7]	1531	if len(item) < 4:
	1532	continue
	1533	## hide statictext +/-
	1534	if item[3] != None and item[3].IsShown():
	1535	item[3].Hide()
	1536	## hide textcrtl for error after fit
	1537	if item[4] != None and item[4].IsShown():
	1538	item[4].Hide()
[308fa87]	1539	return
[920a6e5]	1540
[7609f1a]	1541	def _get_defult_custom_smear(self):
	1542	"""
[5062bbf]	1543	Get the defult values for custum smearing.
[7609f1a]	1544	"""
	1545	# get the default values
[308fa87]	1546	if self.dxl == None:
	1547	self.dxl = 0.0
	1548	if self.dxw == None:
	1549	self.dxw = ""
	1550	if self.dx_min == None:
	1551	self.dx_min = SMEAR_SIZE_L
	1552	if self.dx_max == None:
	1553	self.dx_max = SMEAR_SIZE_H
[7609f1a]	1554
	1555	def _get_smear_info(self):
	1556	"""
[5062bbf]	1557	Get the smear info from data.
	1558
[308fa87]	1559	:return: self.smear_type, self.dq_l and self.dq_r,
	1560	respectively the type of the smear, dq_min and
	1561	dq_max for pinhole smear data
[7609f1a]	1562	while dxl and dxw for slit smear
	1563	"""
	1564	# default
	1565	self.smear_type = None
	1566	self.dq_l = None
	1567	self.dq_r = None
[f72333f]	1568	data = self.data
	1569	if self.data is None:
[7609f1a]	1570	return
[308fa87]	1571	elif self.data.__class__.__name__ == "Data2D" or \
	1572	self.enable2D:
	1573	if data.dqx_data == None or data.dqy_data == None:
[f72333f]	1574	return
[308fa87]	1575	elif self.current_smearer != None \
	1576	and data.dqx_data.any() != 0 \
	1577	and data.dqx_data.any() != 0:
[f72333f]	1578	self.smear_type = "Pinhole2d"
[308fa87]	1579	self.dq_l = format_number(numpy.average(data.dqx_data))
	1580	self.dq_r = format_number(numpy.average(data.dqy_data))
	1581	return
	1582	else:
[f72333f]	1583	return
[7609f1a]	1584	# check if it is pinhole smear and get min max if it is.
[308fa87]	1585	if data.dx != None and all(data.dx != 0):
	1586	self.smear_type = "Pinhole"
[f72333f]	1587	self.dq_l = data.dx[0]
	1588	self.dq_r = data.dx[-1]
[7609f1a]	1589
	1590	# check if it is slit smear and get min max if it is.
[308fa87]	1591	elif data.dxl != None or data.dxw != None:
	1592	self.smear_type = "Slit"
	1593	if data.dxl != None and all(data.dxl != 0):
[7609f1a]	1594	self.dq_l = data.dxl[0]
[308fa87]	1595	if data.dxw != None and all(data.dxw != 0):
	1596	self.dq_r = data.dxw[0]
	1597	#return self.smear_type,self.dq_l,self.dq_r
[7609f1a]	1598
[308fa87]	1599	def _show_smear_sizer(self):
[7609f1a]	1600	"""
[5062bbf]	1601	Show only the sizers depending on smear selection
[7609f1a]	1602	"""
[f72333f]	1603	# smear disabled
[7609f1a]	1604	if self.disable_smearer.GetValue():
	1605	self.smear_description_none.Show(True)
[f72333f]	1606	# 2Dsmear
	1607	elif self._is_2D():
	1608	self.smear_description_accuracy_type.Show(True)
	1609	self.smear_accuracy.Show(True)
	1610	self.smear_description_accuracy_type.Show(True)
	1611	self.smear_description_2d.Show(True)
	1612	self.smear_description_2d_x.Show(True)
	1613	self.smear_description_2d_y.Show(True)
	1614	if self.pinhole_smearer.GetValue():
	1615	self.smear_pinhole_min.Show(True)
	1616	self.smear_pinhole_max.Show(True)
	1617	# smear from data
[7609f1a]	1618	elif self.enable_smearer.GetValue():
[f72333f]	1619
[7609f1a]	1620	self.smear_description_dqdata.Show(True)
	1621	if self.smear_type != None:
	1622	self.smear_description_smear_type.Show(True)
	1623	if self.smear_type == 'Slit':
	1624	self.smear_description_slit_height.Show(True)
[308fa87]	1625	self.smear_description_slit_width.Show(True)
[7609f1a]	1626	elif self.smear_type == 'Pinhole':
	1627	self.smear_description_pin_min.Show(True)
	1628	self.smear_description_pin_max.Show(True)
[f72333f]	1629	self.smear_description_smear_type.Show(True)
	1630	self.smear_description_type.Show(True)
[7609f1a]	1631	self.smear_data_left.Show(True)
	1632	self.smear_data_right.Show(True)
[f72333f]	1633	# custom pinhole smear
[7609f1a]	1634	elif self.pinhole_smearer.GetValue():
[f72333f]	1635	if self.smear_type == 'Pinhole':
	1636	self.smear_message_new_p.Show(True)
	1637	self.smear_description_pin_min.Show(True)
	1638	self.smear_description_pin_max.Show(True)
	1639
[7609f1a]	1640	self.smear_pinhole_min.Show(True)
	1641	self.smear_pinhole_max.Show(True)
[f72333f]	1642	# custom slit smear
[7609f1a]	1643	elif self.slit_smearer.GetValue():
	1644	self.smear_message_new_s.Show(True)
	1645	self.smear_description_slit_height.Show(True)
	1646	self.smear_slit_height.Show(True)
	1647	self.smear_description_slit_width.Show(True)
	1648	self.smear_slit_width.Show(True)
	1649
	1650	def _hide_all_smear_info(self):
	1651	"""
[5062bbf]	1652	Hide all smearing messages in the set_smearer sizer
[7609f1a]	1653	"""
	1654	self.smear_description_none.Hide()
	1655	self.smear_description_dqdata.Hide()
	1656	self.smear_description_type.Hide()
	1657	self.smear_description_smear_type.Hide()
[f72333f]	1658	self.smear_description_accuracy_type.Hide()
	1659	self.smear_description_2d_x.Hide()
	1660	self.smear_description_2d_y.Hide()
[7609f1a]	1661	self.smear_description_2d.Hide()
[f72333f]	1662
	1663	self.smear_accuracy.Hide()
[7609f1a]	1664	self.smear_data_left.Hide()
	1665	self.smear_data_right.Hide()
	1666	self.smear_description_pin_min.Hide()
	1667	self.smear_pinhole_min.Hide()
	1668	self.smear_description_pin_max.Hide()
	1669	self.smear_pinhole_max.Hide()
	1670	self.smear_description_slit_height.Hide()
	1671	self.smear_slit_height.Hide()
	1672	self.smear_description_slit_width.Hide()
	1673	self.smear_slit_width.Hide()
	1674	self.smear_message_new_p.Hide()
	1675	self.smear_message_new_s.Hide()
	1676
[f72333f]	1677	def _set_accuracy_list(self):
	1678	"""
[308fa87]	1679	Set the list of an accuracy in 2D custum smear:
	1680	Xhigh, High, Med, or Low
[f72333f]	1681	"""
	1682	# list of accuracy choices
[308fa87]	1683	list = ['Low', 'Med', 'High', 'Xhigh']
[f72333f]	1684	for idx in range(len(list)):
[308fa87]	1685	self.smear_accuracy.Append(list[idx], idx)
[f72333f]	1686
[308fa87]	1687	def _set_fun_box_list(self, fun_box):
[fb59ed9]	1688	"""
	1689	Set the list of func for multifunctional models
	1690	"""
	1691	# Check if it is multi_functional model
[8960479]	1692	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
	1693	and not self.temp_multi_functional:
[fb59ed9]	1694	return None
	1695	# Get the func name list
	1696	list = self.model.fun_list
	1697	if len(list) == 0:
	1698	return None
	1699	# build function (combo)box
	1700	ind = 0
	1701	while(ind < len(list)):
	1702	for key, val in list.iteritems():
	1703	if (val == ind):
[308fa87]	1704	fun_box.Append(key, val)
[fb59ed9]	1705	break
	1706	ind += 1
	1707
[308fa87]	1708	def _on_select_accuracy(self, event):
[f72333f]	1709	"""
[5062bbf]	1710	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
[f72333f]	1711	"""
	1712	#event.Skip()
[4fbc93e]	1713	# Check if the accuracy is same as before
	1714	#self.smear2d_accuracy = event.GetEventObject().GetValue()
	1715	self.smear2d_accuracy = self.smear_accuracy.GetValue()
[f72333f]	1716	if self.pinhole_smearer.GetValue():
	1717	self.onPinholeSmear(event=None)
[308fa87]	1718	else:
[4fbc93e]	1719	self.onSmear(event=None)
	1720	if self.current_smearer != None:
[075d073]	1721	self.current_smearer.set_accuracy(accuracy=\
	1722	self.smear2d_accuracy)
[f72333f]	1723	event.Skip()
[fb59ed9]	1724
[308fa87]	1725	def _on_fun_box(self, event):
[fb59ed9]	1726	"""
	1727	Select an func: Erf,Rparabola,LParabola
	1728	"""
	1729	fun_val = None
	1730	fun_box = event.GetEventObject()
	1731	name = fun_box.Name
	1732	value = fun_box.GetValue()
[308fa87]	1733	if value in self.model.fun_list:
[fb59ed9]	1734	fun_val = self.model.fun_list[value]
	1735
[308fa87]	1736	self.model.setParam(name, fun_val)
[fb59ed9]	1737	# save state
[308fa87]	1738	self._copy_parameters_state(self.str_parameters,
[d7b7156]	1739	self.state.str_parameters)
[fb59ed9]	1740	# update params
[308fa87]	1741	self._update_paramv_on_fit()
[fb59ed9]	1742	# draw
	1743	self._draw_model()
	1744	self.Refresh()
	1745	# get ready for new event
	1746	event.Skip()
[4fbc93e]	1747
[308fa87]	1748	def _onMask(self, event):
[51a71a3]	1749	"""
[5062bbf]	1750	Build a panel to allow to edit Mask
[51a71a3]	1751	"""
[79492222]	1752	from sas.guiframe.local_perspectives.plotting.masking \
[d7b7156]	1753	import MaskPanel as MaskDialog
[51a71a3]	1754
[25952cd]	1755	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
[51a71a3]	1756	self.panel.ShowModal()
	1757
[c365765]	1758	def _draw_masked_model(self, event):
[f72333f]	1759	"""
	1760	Draw model image w/mask
	1761	"""
[51a71a3]	1762	is_valid_qrange = self._update_paramv_on_fit()
[247cb58]	1763
[6d03e00]	1764	if is_valid_qrange and self.model != None:
[c365765]	1765	self.panel.MakeModal(False)
[308fa87]	1766	event.Skip()
[247cb58]	1767	# try re draw the model plot if it exists
[2e51013]	1768	self._draw_model()
[bf5e985]	1769	self.show_npts2fit()
[247cb58]	1770	elif self.model == None:
[c365765]	1771	self.panel.MakeModal(False)
	1772	event.Skip()
[bf5e985]	1773	self.show_npts2fit()
[308fa87]	1774	msg = "No model is found on updating MASK in the model plot... "
[ae84427]	1775	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[51a71a3]	1776	else:
[c365765]	1777	event.Skip()
[247cb58]	1778	msg = ' Please consider your Q range, too.'
[51a71a3]	1779	self.panel.ShowMessage(msg)
[48bab15]	1780
[6bbeacd4]	1781	def _set_smear(self, data):
	1782	"""
[075d073]	1783	Set_smear
[6bbeacd4]	1784	"""
	1785	if data is None:
	1786	return
[6e4c9fe]	1787	self.current_smearer = smear_selection(data, self.model)
[308fa87]	1788	flag = self.disable_smearer.GetValue()
[9c1af44]	1789	self.disable_smearer.SetValue(flag)
[6e4c9fe]	1790	if self.current_smearer == None:
[6bbeacd4]	1791	self.enable_smearer.Disable()
	1792	else:
	1793	self.enable_smearer.Enable()
[9c1af44]	1794	if not flag:
	1795	self.onSmear(None)
[f6aee42]	1796
	1797	def _mac_sleep(self, sec=0.2):
	1798	"""
	1799	Give sleep to MAC
	1800	"""
	1801	if self.is_mac:
	1802	time.sleep(sec)
	1803
[a5701e6]	1804	def get_view_mode(self):
	1805	"""
	1806	return True if the panel allow 2D or False if 1D
	1807	"""
	1808	return self.enable2D
	1809
[a6d3553]	1810	def compute_data_set_range(self, data_list):
[4225aed]	1811	"""
	1812	find the range that include all data in the set
	1813	return the minimum and the maximum values
	1814	"""
[a6d3553]	1815	if data_list is not None and data_list != []:
	1816	for data in data_list:
	1817	qmin, qmax, npts = self.compute_data_range(data)
	1818	self.qmin_data_set = min(self.qmin_data_set, qmin)
	1819	self.qmax_data_set = max(self.qmax_data_set, qmax)
	1820	self.npts_data_set += npts
	1821	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
[4225aed]	1822
[75daa79]	1823	def compute_data_range(self, data):
	1824	"""
	1825	compute the minimum and the maximum range of the data
	1826	return the npts contains in data
	1827	:param data:
	1828	"""
	1829	qmin, qmax, npts = None, None, None
	1830	if data is not None:
[308fa87]	1831	if not hasattr(data, "data"):
[83b81b8]	1832	try:
	1833	qmin = min(data.x)
	1834	# Maximum value of data
	1835	qmax = max(data.x)
	1836	npts = len(data.x)
	1837	except:
	1838	msg = "Unable to find min/max/length of \n data named %s"% \
	1839	data.filename
	1840	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1841	info="error"))
	1842	raise ValueError, msg
	1843
[75daa79]	1844	else:
	1845	qmin = 0
[83b81b8]	1846	try:
	1847	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
	1848	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
	1849	except:
	1850	msg = "Unable to find min/max of \n data named %s"% \
	1851	data.filename
	1852	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1853	info="error"))
	1854	raise ValueError, msg
[308fa87]	1855	## Maximum value of data
	1856	qmax = math.sqrt(x * x + y * y)
[75daa79]	1857	npts = len(data.data)
	1858	return qmin, qmax, npts
	1859
[9237df4]	1860	def set_data(self, data):
[882a912]	1861	"""
[308fa87]	1862	reset the current data
[882a912]	1863	"""
[cc31608]	1864	id = None
[6bbeacd4]	1865	flag = False
[5e48acb]	1866	is_data = False
[b11e127]	1867	try:
	1868	old_id = self.data.id
	1869	old_group_id = self.data.group_id
	1870	except:
	1871	old_id = id
	1872	old_group_id = id
[6ff97c5]	1873	if self.data is not None:
[308fa87]	1874	is_data = check_data_validity(self.data)
[5e48acb]	1875	if not is_data and data is not None:
[6ff97c5]	1876	flag = True
[cc31608]	1877	if data is not None:
	1878	id = data.id
[5e48acb]	1879	if is_data:
	1880	self.graph_id = self.data.group_id
[cc31608]	1881	flag = (data.id != self.data.id)
[9237df4]	1882	self.data = data
[5e48acb]	1883	if check_data_validity(data):
	1884	self.graph_id = data.group_id
	1885	self.data.group_id = self.graph_id
	1886
[9237df4]	1887	if self.data is None:
	1888	data_name = ""
[982e953]	1889	self._set_bookmark_flag(False)
[2657df9]	1890	self._keep.Enable(False)
[982e953]	1891	self._set_save_flag(False)
[9237df4]	1892	else:
[1258aa3]	1893	if self.model != None:
[940aca7]	1894	self._set_bookmark_flag(not self.batch_on)
	1895	self._keep.Enable(not self.batch_on)
[3e001f9]	1896	if self.data.is_data:
	1897	self._set_save_flag(True)
	1898	self._set_preview_flag(True)
[ba1f0b2]	1899
[6bbeacd4]	1900	self._set_smear(data)
[7609f1a]	1901	# more disables for 2D
[308fa87]	1902	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	1903	self.enable2D:
[7609f1a]	1904	self.slit_smearer.Disable()
[308fa87]	1905	self.pinhole_smearer.Enable(True)
[51a71a3]	1906	self.default_mask = copy.deepcopy(self.data.mask)
[55bb249c]	1907	if self.data.err_data == None or\
	1908	(self.data.err_data == 1).all() or\
	1909	(self.data.err_data == 0).all():
	1910	self.dI_didata.Enable(False)
	1911	self.dI_noweight.SetValue(True)
	1912	self.weightbt_string = self.dI_noweight.GetLabelText()
	1913	else:
	1914	self.dI_didata.Enable(True)
	1915	self.dI_didata.SetValue(True)
	1916	self.weightbt_string = self.dI_didata.GetLabelText()
[0f8f831]	1917	else:
[308fa87]	1918	self.slit_smearer.Enable(True)
	1919	self.pinhole_smearer.Enable(True)
[55bb249c]	1920	if self.data.dy == None or\
	1921	(self.data.dy == 1).all() or\
	1922	(self.data.dy == 0).all():
	1923	self.dI_didata.Enable(False)
	1924	self.dI_noweight.SetValue(True)
	1925	self.weightbt_string = self.dI_noweight.GetLabelText()
	1926	else:
	1927	self.dI_didata.Enable(True)
	1928	self.dI_didata.SetValue(True)
	1929	self.weightbt_string = self.dI_didata.GetLabelText()
[308fa87]	1930	# Enable weighting radio uttons
	1931	self.dI_noweight.Enable(True)
[55bb249c]	1932	self.dI_sqrdata.Enable(True)
	1933	self.dI_idata.Enable(True)
	1934
[ea5fa58]	1935	self.formfactorbox.Enable()
[ffa69b6]	1936	self.structurebox.Enable()
[9237df4]	1937	data_name = self.data.name
[308fa87]	1938	_, _, npts = self.compute_data_range(self.data)
[9237df4]	1939	#set maximum range for x in linear scale
[308fa87]	1940	if not hasattr(self.data, "data"): # Display only for 1D data fit
	1941	self.btEditMask.Disable()
[19403da]	1942	self.EditMask_title.Disable()
[9237df4]	1943	else:
[308fa87]	1944	self.btEditMask.Enable()
	1945	self.EditMask_title.Enable()
[dafc36f]	1946
[75daa79]	1947	self.Npts_total.SetValue(str(npts))
	1948	#default:number of data points selected to fit
	1949	self.Npts_fit.SetValue(str(npts))
[e9875db]	1950	self.Npts_total.SetEditable(False)
	1951	self.Npts_total.SetBackgroundColour(\
	1952	self.GetParent().GetBackgroundColour())
	1953
[bc0e08d]	1954	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
[cb270ad2]	1955	self.pointsbox.Disable()
[9237df4]	1956	self.dataSource.SetValue(data_name)
[ffa69b6]	1957	self.state.data = data
[6ff97c5]	1958	self.enable_fit_button()
[308fa87]	1959	# send graph_id to page_finder
[5e48acb]	1960	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
[dafc36f]	1961	#focus the page
	1962	if check_data_validity(data):
	1963	self.data_box_description.SetForegroundColour(wx.BLUE)
[1345f2f]	1964
	1965	if self.batch_on:
	1966	self.slit_smearer.Enable(False)
	1967	self.pinhole_smearer.Enable(False)
[308fa87]	1968	self.btEditMask.Disable()
[f3f6746]	1969	self.EditMask_title.Disable()
	1970
[4679e16]	1971	self.on_set_focus(None)
[dafc36f]	1972	self.Refresh()
[6bbeacd4]	1973	#update model plot with new data information
	1974	if flag:
[e2f0554]	1975	#set model view button
[269df2b]	1976	if not self.enable_smearer.GetValue():
	1977	self.disable_smearer.SetValue(True)
	1978	self.onSmear(None)
	1979
[e2f0554]	1980	if self.data.__class__.__name__ == "Data2D":
	1981	self.enable2D = True
	1982	self.model_view.SetLabel("2D Mode")
	1983	else:
	1984	self.enable2D = False
	1985	self.model_view.SetLabel("1D Mode")
	1986	self.model_view.Disable()
[cc31608]	1987	#replace data plot on combo box selection
	1988	#by removing the previous selected data
[b11e127]	1989	try:
	1990	wx.PostEvent(self._manager.parent,
[ae84427]	1991	NewPlotEvent(action="delete",
[b11e127]	1992	group_id=old_group_id, id=old_id))
	1993	except:
	1994	pass
[cc31608]	1995	#plot the current selected data
[308fa87]	1996	wx.PostEvent(self._manager.parent,
[940aca7]	1997	NewPlotEvent(action="check", plot=self.data,
[308fa87]	1998	title=str(self.data.title)))
[6bbeacd4]	1999	self._draw_model()
[515bf4f]	2000
[e9875db]	2001	def _npts_click(self, event):
	2002	"""
	2003	Prevent further handling of the mouse event on Npts_total
	2004	by not calling Skip().
[308fa87]	2005	"""
[e9875db]	2006	pass
	2007
[308fa87]	2008	def reset_page(self, state, first=False):
[a074145]	2009	"""
[5062bbf]	2010	reset the state
[a074145]	2011	"""
[ae4c139]	2012	try:
	2013	self.reset_page_helper(state)
	2014
	2015	self.select_param(event=None)
	2016	#Save state_fit
	2017	self.save_current_state_fit()
	2018	except:
	2019	self._show_combox_helper()
	2020	msg = "Error: This model state has missing or outdated "
	2021	msg += "information.\n"
	2022	msg += "%s"% (sys.exc_value)
[ae84427]	2023	wx.PostEvent(self._manager.parent,
[ae4c139]	2024	StatusEvent(status=msg, info="error"))
[7975f2b]	2025	self._lay_out()
[c985bef]	2026	self.Refresh()
[edd166b]	2027
[2140e68]	2028	def get_range(self):
	2029	"""
[5062bbf]	2030	return the fitting range
[2140e68]	2031	"""
[308fa87]	2032	return float(self.qmin_x), float(self.qmax_x)
[7975f2b]	2033
	2034	def get_npts2fit(self):
	2035	"""
[5062bbf]	2036	return numbers of data points within qrange
	2037
	2038	:Note: This is for Park where chi2 is not normalized by Npts of fit
	2039
[7975f2b]	2040	"""
[6bbeacd4]	2041	if self.data is None:
	2042	return
[7975f2b]	2043	npts2fit = 0
[308fa87]	2044	qmin, qmax = self.get_range()
[ba1f0b2]	2045	if self.data.__class__.__name__ == "Data2D" or \
	2046	self.enable2D:
[308fa87]	2047	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
	2048	self.data.qy_data * self.data.qy_data)
	2049	index_data = (self.qmin_x <= radius) & (radius <= self.qmax_x)
	2050	index_data = (index_data) & (self.data.mask)
	2051	index_data = (index_data) & (numpy.isfinite(self.data.data))
[51a71a3]	2052	npts2fit = len(self.data.data[index_data])
[7975f2b]	2053	else:
	2054	for qx in self.data.x:
[308fa87]	2055	if qx >= qmin and qx <= qmax:
	2056	npts2fit += 1
[7975f2b]	2057	return npts2fit
	2058
[bf5e985]	2059	def show_npts2fit(self):
[51a71a3]	2060	"""
[308fa87]	2061	setValue Npts for fitting
[51a71a3]	2062	"""
	2063	self.Npts_fit.SetValue(str(self.get_npts2fit()))
	2064
[c69b6d5]	2065	def get_chi2(self):
	2066	"""
[5062bbf]	2067	return the current chi2
[c69b6d5]	2068	"""
[2012eae]	2069	return self.tcChi.GetValue()
[c77d859]	2070
[2296316]	2071	def onsetValues(self, chisqr, p_name, out, cov):
[c77d859]	2072	"""
[5062bbf]	2073	Build the panel from the fit result
	2074
	2075	:param chisqr: Value of the goodness of fit metric
	2076	:param p_name: the name of parameters
	2077	:param out: list of parameter with the best value found during fitting
	2078	:param cov: Covariance matrix
	2079
[c77d859]	2080	"""
[9e11cf5]	2081
[80f56a3]	2082	# make sure stop button to fit button all the time
	2083	self._on_fit_complete()
[edd166b]	2084	if out == None or not numpy.isfinite(chisqr):
[ac2b835]	2085	raise ValueError, "Fit error occured..."
[edd166b]	2086
	2087	is_modified = False
[308fa87]	2088	has_error = False
	2089	dispersity = ''
[7975f2b]	2090
	2091	#Hide textctrl boxes of errors.
[308fa87]	2092	self._clear_Err_on_Fit()
[7975f2b]	2093
	2094	#Check if chi2 is finite
[2296316]	2095	if chisqr != None and numpy.isfinite(chisqr):
[308fa87]	2096	#format chi2
	2097	chi2 = format_number(chisqr, True)
	2098	self.tcChi.SetValue(chi2)
	2099	self.tcChi.Refresh()
[7975f2b]	2100	else:
[2012eae]	2101	self.tcChi.SetValue("-")
[c13b8cc]	2102
[edd166b]	2103	#Hide error title
[ce92ded]	2104	if self.text2_3.IsShown() and not self.is_mac:
	2105	self.text2_3.Hide()
[edd166b]	2106
[e473e4f5]	2107	try:
[2296316]	2108	if self.enable_disp.GetValue():
[308fa87]	2109	if hasattr(self, "text_disp_1"):
[ce92ded]	2110	if self.text_disp_1 != None and not self.is_mac:
[2296316]	2111	self.text_disp_1.Hide()
[e473e4f5]	2112	except:
[bd0a098e]	2113	dispersity = None
[e473e4f5]	2114	pass
[6a4002d]	2115
	2116	i = 0
	2117	#Set the panel when fit result are list
[9e11cf5]	2118
[308fa87]	2119	for item in self.param_toFit:
	2120	if len(item) > 5 and item != None:
[9e11cf5]	2121
[940aca7]	2122	if item[0].IsShown():
	2123	## reset error value to initial state
	2124	if not self.is_mac:
	2125	item[3].Hide()
	2126	item[4].Hide()
	2127	for ind in range(len(out)):
	2128	if item[1] == p_name[ind]:
	2129	break
	2130	if len(out) > 0 and out[ind] != None:
	2131	val_out = format_number(out[ind], True)
	2132	item[2].SetValue(val_out)
	2133
	2134	if(cov != None and len(cov) == len(out)):
	2135	try:
	2136	if dispersity != None:
	2137	if self.enable_disp.GetValue():
	2138	if hasattr(self, "text_disp_1"):
	2139	if self.text_disp_1 != None:
	2140	if not self.text_disp_1.IsShown()\
	2141	and not self.is_mac:
	2142	self.text_disp_1.Show(True)
	2143	except:
	2144	pass
	2145
	2146	if cov[ind] != None:
	2147	if numpy.isfinite(float(cov[ind])):
	2148	val_err = format_number(cov[ind], True)
	2149	if not self.is_mac:
	2150	item[3].Show(True)
	2151	item[4].Show(True)
[9e11cf5]	2152	item[4].SetForegroundColour(wx.BLACK)
	2153	item[4].SetValue(val_err)
	2154	has_error = True
	2155	else:
	2156	val_err = 'NaN'
	2157	if not self.is_mac:
	2158	item[3].Show(True)
	2159	item[4].Show(True)
	2160	item[4].SetForegroundColour(wx.RED)
[940aca7]	2161	item[4].SetValue(val_err)
	2162	has_error = True
[308fa87]	2163	i += 1
[940aca7]	2164	else:
	2165	raise ValueError, "onsetValues: Invalid parameters..."
[c99a6c5]	2166	#Show error title when any errors displayed
[308fa87]	2167	if has_error:
[c99a6c5]	2168	if not self.text2_3.IsShown():
[308fa87]	2169	self.text2_3.Show(True)
	2170	## save current state
	2171	self.save_current_state()
[c4d723b]	2172
[3821f64]	2173	if not self.is_mac:
[308fa87]	2174	self.Layout()
	2175	self.Refresh()
	2176	self._mac_sleep(0.1)
[37290c4]	2177	#plot model ( when drawing, do not update chisqr value again)
[308fa87]	2178	self._draw_model(update_chisqr=False, source='fit')
[55bb249c]	2179
	2180	def onWeighting(self, event):
	2181	"""
	2182	On Weighting radio button event, sets the weightbt_string
	2183	"""
	2184	self.weightbt_string = event.GetEventObject().GetLabelText()
[3fb5e68]	2185	self._set_weight()
	2186
	2187	def _set_weight(self, is_2D=None):
	2188	"""
	2189	Set weight in fit problem
	2190	"""
[342dc442]	2191	# compute weight for the current data
[b9a5f0e]	2192	from sas.perspectives.fitting.utils import get_weight
[342dc442]	2193	flag_weight = self.get_weight_flag()
[3fb5e68]	2194	if is_2D == None:
	2195	is_2D = self._is_2D()
[308fa87]	2196	weight = get_weight(data=self.data,
	2197	is2d=is_2D,
[342dc442]	2198	flag=flag_weight)
[308fa87]	2199	self._manager.set_fit_weight(uid=self.uid,
	2200	flag=flag_weight,
	2201	is2d=is_2D,
[342dc442]	2202	fid=None)
[55bb249c]	2203
[7609f1a]	2204	def onPinholeSmear(self, event):
	2205	"""
[5062bbf]	2206	Create a custom pinhole smear object that will change the way residuals
	2207	are compute when fitting
	2208
	2209	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
	2210	None for 1D
	2211
[7609f1a]	2212	"""
[269df2b]	2213	if self.model == None:
[4470b10]	2214	self.disable_smearer.SetValue(True)
[269df2b]	2215	if event == None:
	2216	return
[308fa87]	2217	msg = "Please select a Model first..."
[4470b10]	2218	wx.MessageBox(msg, 'Info')
[308fa87]	2219	wx.PostEvent(self._manager.parent,
	2220	StatusEvent(status="Smear: %s" % msg))
[7609f1a]	2221	return
[4470b10]	2222
[2d409fa]	2223	# Need update param values
[308fa87]	2224	self._update_paramv_on_fit()
[f72333f]	2225
[7609f1a]	2226	# msg default
	2227	msg = None
	2228	if event != None:
[308fa87]	2229	tcrtl = event.GetEventObject()
[7609f1a]	2230	# event case of radio button
[308fa87]	2231	if tcrtl.GetValue() == True:
[7609f1a]	2232	self.dx_min = 0.0
	2233	self.dx_max = 0.0
	2234	is_new_pinhole = True
	2235	else:
	2236	is_new_pinhole = self._is_changed_pinhole()
[d493f66]	2237	else:
[308fa87]	2238	is_new_pinhole = True
[7609f1a]	2239	# if any value is changed
	2240	if is_new_pinhole:
	2241	msg = self._set_pinhole_smear()
[308fa87]	2242	# hide all silt sizer
[7609f1a]	2243	self._hide_all_smear_info()
[f72333f]	2244
[308fa87]	2245	# show relevant slit sizers
[7609f1a]	2246	self._show_smear_sizer()
[f72333f]	2247
[7609f1a]	2248	self.sizer_set_smearer.Layout()
[308fa87]	2249	self.Layout()
[7609f1a]	2250
[308fa87]	2251	if event != None:
	2252	event.Skip()
[7609f1a]	2253	#self._undo.Enable(True)
	2254	self.save_current_state()
[308fa87]	2255	event = PageInfoEvent(page=self)
[7609f1a]	2256	wx.PostEvent(self.parent, event)
	2257
[308fa87]	2258	def _is_changed_pinhole(self):
[7609f1a]	2259	"""
[5062bbf]	2260	check if any of pinhole smear is changed
	2261
	2262	:return: True or False
	2263
[7609f1a]	2264	"""
	2265	# get the values
	2266	pin_min = self.smear_pinhole_min.GetValue()
	2267	pin_max = self.smear_pinhole_max.GetValue()
	2268
[308fa87]	2269	# Check changes in slit width
[7609f1a]	2270	try:
	2271	dx_min = float(pin_min)
	2272	except:
	2273	return True
	2274	if self.dx_min != dx_min:
	2275	return True
	2276
	2277	# Check changes in slit heigth
	2278	try:
	2279	dx_max = float(pin_max)
	2280	except:
	2281	return True
	2282	if self.dx_max != dx_max:
	2283	return True
	2284	return False
	2285
	2286	def _set_pinhole_smear(self):
	2287	"""
[5062bbf]	2288	Set custom pinhole smear
	2289
	2290	:return: msg
	2291
[7609f1a]	2292	"""
	2293	# copy data
	2294	data = copy.deepcopy(self.data)
[f72333f]	2295	if self._is_2D():
	2296	self.smear_type = 'Pinhole2d'
	2297	len_data = len(data.data)
	2298	data.dqx_data = numpy.zeros(len_data)
	2299	data.dqy_data = numpy.zeros(len_data)
	2300	else:
	2301	self.smear_type = 'Pinhole'
	2302	len_data = len(data.x)
	2303	data.dx = numpy.zeros(len_data)
	2304	data.dxl = None
	2305	data.dxw = None
[7609f1a]	2306	msg = None
	2307
	2308	get_pin_min = self.smear_pinhole_min
[308fa87]	2309	get_pin_max = self.smear_pinhole_max
[7609f1a]	2310
[f72333f]	2311	if not check_float(get_pin_min):
	2312	get_pin_min.SetBackgroundColour("pink")
[308fa87]	2313	msg = "Model Error:wrong value entered!!!"
	2314	elif not check_float(get_pin_max):
[f72333f]	2315	get_pin_max.SetBackgroundColour("pink")
[308fa87]	2316	msg = "Model Error:wrong value entered!!!"
[f72333f]	2317	else:
[308fa87]	2318	if len_data < 2:
	2319	len_data = 2
[7609f1a]	2320	self.dx_min = float(get_pin_min.GetValue())
	2321	self.dx_max = float(get_pin_max.GetValue())
[f72333f]	2322	if self.dx_min < 0:
	2323	get_pin_min.SetBackgroundColour("pink")
[308fa87]	2324	msg = "Model Error:This value can not be negative!!!"
	2325	elif self.dx_max < 0:
[f72333f]	2326	get_pin_max.SetBackgroundColour("pink")
[308fa87]	2327	msg = "Model Error:This value can not be negative!!!"
	2328	elif self.dx_min != None and self.dx_max != None:
[f72333f]	2329	if self._is_2D():
[308fa87]	2330	data.dqx_data[data.dqx_data == 0] = self.dx_min
	2331	data.dqy_data[data.dqy_data == 0] = self.dx_max
[f72333f]	2332	elif self.dx_min == self.dx_max:
[308fa87]	2333	data.dx[data.dx == 0] = self.dx_min
	2334	else:
	2335	step = (self.dx_max - self.dx_min) / (len_data - 1)
	2336	data.dx = numpy.arange(self.dx_min,
	2337	self.dx_max + step / 1.1,
	2338	step)
	2339	elif self.dx_min != None:
	2340	if self._is_2D():
	2341	data.dqx_data[data.dqx_data == 0] = self.dx_min
[7609f1a]	2342	else:
[308fa87]	2343	data.dx[data.dx == 0] = self.dx_min
[7609f1a]	2344	elif self.dx_max != None:
[308fa87]	2345	if self._is_2D():
	2346	data.dqy_data[data.dqy_data == 0] = self.dx_max
	2347	else:
	2348	data.dx[data.dx == 0] = self.dx_max
[f867cd9]	2349	self.current_smearer = smear_selection(data, self.model)
[4fbc93e]	2350	# 2D need to set accuracy
[308fa87]	2351	if self._is_2D():
[075d073]	2352	self.current_smearer.set_accuracy(accuracy=\
	2353	self.smear2d_accuracy)
[7609f1a]	2354
[f72333f]	2355	if msg != None:
[308fa87]	2356	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[f72333f]	2357	else:
	2358	get_pin_min.SetBackgroundColour("white")
	2359	get_pin_max.SetBackgroundColour("white")
[7609f1a]	2360	## set smearing value whether or not the data contain the smearing info
[6ff97c5]	2361
[6bbeacd4]	2362	self._manager.set_smearer(smearer=self.current_smearer,
[075d073]	2363	fid=self.data.id,
	2364	qmin=float(self.qmin_x),
	2365	qmax=float(self.qmax_x),
	2366	enable_smearer=not self.disable_smearer.GetValue(),
	2367	uid=self.uid)
[7609f1a]	2368	return msg
	2369
	2370	def update_pinhole_smear(self):
	2371	"""
[5062bbf]	2372	called by kill_focus on pinhole TextCntrl
[308fa87]	2373	to update the changes
[5062bbf]	2374
	2375	:return: False when wrong value was entered
	2376
[7609f1a]	2377	"""
	2378	# msg default
	2379	msg = None
	2380	# check if any value is changed
	2381	if self._is_changed_pinhole():
[308fa87]	2382	msg = self._set_pinhole_smear()
[1363416]	2383	wx.CallAfter(self.save_current_state)
[7609f1a]	2384
	2385	if msg != None:
[308fa87]	2386	return False
[7609f1a]	2387	else:
	2388	return True
	2389
	2390	def onSlitSmear(self, event):
	2391	"""
[5062bbf]	2392	Create a custom slit smear object that will change the way residuals
	2393	are compute when fitting
[7609f1a]	2394	"""
[269df2b]	2395	if self.model == None:
[4470b10]	2396	self.disable_smearer.SetValue(True)
[269df2b]	2397	if event == None:
	2398	return
[308fa87]	2399	msg = "Please select a Model first..."
[4470b10]	2400	wx.MessageBox(msg, 'Info')
[308fa87]	2401	wx.PostEvent(self._manager.parent,
	2402	StatusEvent(status="Smear: %s" % msg))
[7609f1a]	2403	return
[4470b10]	2404
[2d409fa]	2405	# Need update param values
	2406	self._update_paramv_on_fit()
[f72333f]	2407
[7609f1a]	2408	# msg default
	2409	msg = None
	2410	# for event given
	2411	if event != None:
[308fa87]	2412	tcrtl = event.GetEventObject()
[7609f1a]	2413	# event case of radio button
	2414	if tcrtl.GetValue():
	2415	self.dxl = 0.0
	2416	self.dxw = 0.0
	2417	is_new_slit = True
	2418	else:
	2419	is_new_slit = self._is_changed_slit()
[d493f66]	2420	else:
[308fa87]	2421	is_new_slit = True
[4470b10]	2422
[7609f1a]	2423	# if any value is changed
	2424	if is_new_slit:
	2425	msg = self._set_slit_smear()
[4470b10]	2426
[7609f1a]	2427	# hide all silt sizer
[308fa87]	2428	self._hide_all_smear_info()
	2429	# show relevant slit sizers
[7609f1a]	2430	self._show_smear_sizer()
	2431	self.sizer_set_smearer.Layout()
	2432	self.Layout()
[4470b10]	2433
[7609f1a]	2434	if event != None:
[308fa87]	2435	event.Skip()
[7609f1a]	2436	self.save_current_state()
[308fa87]	2437	event = PageInfoEvent(page=self)
[7609f1a]	2438	wx.PostEvent(self.parent, event)
	2439	if msg != None:
[308fa87]	2440	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[7609f1a]	2441
[308fa87]	2442	def _is_changed_slit(self):
[7609f1a]	2443	"""
[5062bbf]	2444	check if any of slit lengths is changed
	2445
	2446	:return: True or False
[4470b10]	2447
[5062bbf]	2448	"""
[7609f1a]	2449	# get the values
	2450	width = self.smear_slit_width.GetValue()
	2451	height = self.smear_slit_height.GetValue()
	2452
[308fa87]	2453	# check and change the box bg color if it was pink
[d7b7156]	2454	# but it should be white now
[7609f1a]	2455	# because this is the case that _set_slit_smear() will not handle
[308fa87]	2456	if height.lstrip().rstrip() == "":
[7609f1a]	2457	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
[308fa87]	2458	if width.lstrip().rstrip() == "":
[7609f1a]	2459	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2460
[308fa87]	2461	# Check changes in slit width
	2462	if width == "":
[7609f1a]	2463	dxw = 0.0
	2464	else:
	2465	try:
	2466	dxw = float(width)
	2467	except:
	2468	return True
	2469	if self.dxw != dxw:
	2470	return True
	2471
	2472	# Check changes in slit heigth
[308fa87]	2473	if height == "":
[7609f1a]	2474	dxl = 0.0
	2475	else:
	2476	try:
	2477	dxl = float(height)
	2478	except:
	2479	return True
	2480	if self.dxl != dxl:
	2481	return True
[4470b10]	2482
[7609f1a]	2483	return False
	2484
	2485	def _set_slit_smear(self):
	2486	"""
[5062bbf]	2487	Set custom slit smear
	2488
	2489	:return: message to inform the user about the validity
	2490	of the values entered for slit smear
[7609f1a]	2491	"""
[308fa87]	2492	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	2493	self.enable2D:
[0b12abb5]	2494	return
[7609f1a]	2495	# make sure once more if it is smearer
	2496	data = copy.deepcopy(self.data)
	2497	data_len = len(data.x)
	2498	data.dx = None
	2499	data.dxl = None
	2500	data.dxw = None
	2501	msg = None
	2502
	2503	try:
	2504	self.dxl = float(self.smear_slit_height.GetValue())
[308fa87]	2505	data.dxl = self.dxl * numpy.ones(data_len)
[7609f1a]	2506	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
[308fa87]	2507	except:
[0d795bf]	2508	self.dxl = None
[7609f1a]	2509	data.dxl = numpy.zeros(data_len)
[308fa87]	2510	if self.smear_slit_height.GetValue().lstrip().rstrip() != "":
[7609f1a]	2511	self.smear_slit_height.SetBackgroundColour("pink")
[308fa87]	2512	msg = "Wrong value entered... "
[7609f1a]	2513	else:
	2514	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2515	try:
	2516	self.dxw = float(self.smear_slit_width.GetValue())
	2517	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[308fa87]	2518	data.dxw = self.dxw * numpy.ones(data_len)
	2519	except:
[0d795bf]	2520	self.dxw = None
[7609f1a]	2521	data.dxw = numpy.zeros(data_len)
[308fa87]	2522	if self.smear_slit_width.GetValue().lstrip().rstrip() != "":
[7609f1a]	2523	self.smear_slit_width.SetBackgroundColour("pink")
	2524	msg = "Wrong Fit value entered... "
	2525	else:
	2526	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[4470b10]	2527
[f867cd9]	2528	self.current_smearer = smear_selection(data, self.model)
[7609f1a]	2529	## set smearing value whether or not the data contain the smearing info
[308fa87]	2530	self._manager.set_smearer(smearer=self.current_smearer,
[6ff97c5]	2531	fid=self.data.id,
[308fa87]	2532	qmin=float(self.qmin_x),
	2533	qmax=float(self.qmax_x),
[6ff97c5]	2534	enable_smearer=not self.disable_smearer.GetValue(),
[308fa87]	2535	uid=self.uid)
[7609f1a]	2536	return msg
	2537
	2538	def update_slit_smear(self):
	2539	"""
[5062bbf]	2540	called by kill_focus on pinhole TextCntrl
[308fa87]	2541	to update the changes
[5062bbf]	2542
	2543	:return: False when wrong value was entered
	2544
[308fa87]	2545	"""
[7609f1a]	2546	# msg default
	2547	msg = None
	2548	# check if any value is changed
	2549	if self._is_changed_slit():
[308fa87]	2550	msg = self._set_slit_smear()
[7609f1a]	2551	#self._undo.Enable(True)
	2552	self.save_current_state()
	2553
	2554	if msg != None:
[308fa87]	2555	return False
[7609f1a]	2556	else:
	2557	return True
	2558
[c77d859]	2559	def onSmear(self, event):
	2560	"""
[5062bbf]	2561	Create a smear object that will change the way residuals
	2562	are compute when fitting
[c77d859]	2563	"""
[308fa87]	2564	if event != None:
	2565	event.Skip()
[6bbeacd4]	2566	if self.data is None:
[ffa69b6]	2567	return
[269df2b]	2568
[64bda1e]	2569	if self.model == None:
[4470b10]	2570	self.disable_smearer.SetValue(True)
[269df2b]	2571	if event == None:
	2572	return
[308fa87]	2573	msg = "Please select a Model first..."
[4470b10]	2574	wx.MessageBox(msg, 'Info')
[308fa87]	2575	wx.PostEvent(self._manager.parent,
	2576	StatusEvent(status="Smear: %s" % msg))
[2a2af47]	2577	return
[2d409fa]	2578	# Need update param values
	2579	self._update_paramv_on_fit()
[0617967b]	2580	if self.model != None:
	2581	if self.data.is_data:
[b0eeabf1]	2582	self._manager.page_finder[self.uid].add_data(data=self.data)
[308fa87]	2583	temp_smearer = self.on_smear_helper()
[6bbeacd4]	2584
[33477fd]	2585	self.sizer_set_smearer.Layout()
	2586	self.Layout()
	2587	self._set_weight()
	2588
	2589	## set smearing value whether or not the data contain the smearing info
[308fa87]	2590	wx.CallAfter(self._manager.set_smearer, uid=self.uid,
	2591	smearer=temp_smearer,
	2592	fid=self.data.id,
	2593	qmin=float(self.qmin_x),
	2594	qmax=float(self.qmax_x),
	2595	enable_smearer=not self.disable_smearer.GetValue(),
	2596	draw=True)
	2597
	2598	self.state.enable_smearer = self.enable_smearer.GetValue()
	2599	self.state.disable_smearer = self.disable_smearer.GetValue()
[33477fd]	2600	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	2601	self.state.slit_smearer = self.slit_smearer.GetValue()
	2602
	2603	def on_smear_helper(self, update=False):
	2604	"""
	2605	Help for onSmear
[7609f1a]	2606
[33477fd]	2607	:param update: force or not to update
	2608	"""
	2609	self._get_smear_info()
[7609f1a]	2610	#renew smear sizer
	2611	if self.smear_type != None:
	2612	self.smear_description_smear_type.SetValue(str(self.smear_type))
[308fa87]	2613	self.smear_data_left.SetValue(str(self.dq_l))
	2614	self.smear_data_right.SetValue(str(self.dq_r))
[f72333f]	2615
[7609f1a]	2616	self._hide_all_smear_info()
	2617	data = copy.deepcopy(self.data)
[33477fd]	2618
[7609f1a]	2619	# make sure once more if it is smearer
[2439c4c]	2620	temp_smearer = smear_selection(data, self.model)
[33477fd]	2621	if self.current_smearer != temp_smearer or update:
[2439c4c]	2622	self.current_smearer = temp_smearer
[c77d859]	2623	if self.enable_smearer.GetValue():
[308fa87]	2624	if self.current_smearer == None:
	2625	wx.PostEvent(self._manager.parent,
[075d073]	2626	StatusEvent(status="Data contains no smearing information"))
[c77d859]	2627	else:
[308fa87]	2628	wx.PostEvent(self._manager.parent,
[075d073]	2629	StatusEvent(status="Data contains smearing information"))
[f72333f]	2630
[7609f1a]	2631	self.smear_data_left.Show(True)
	2632	self.smear_data_right.Show(True)
[308fa87]	2633	temp_smearer = self.current_smearer
[7609f1a]	2634	elif self.disable_smearer.GetValue():
	2635	self.smear_description_none.Show(True)
[2439c4c]	2636	elif self.pinhole_smearer.GetValue():
	2637	self.onPinholeSmear(None)
	2638	elif self.slit_smearer.GetValue():
	2639	self.onSlitSmear(None)
[7609f1a]	2640	self._show_smear_sizer()
[f72333f]	2641
[33477fd]	2642	return temp_smearer
	2643
[308fa87]	2644	def on_complete_chisqr(self, event):
[f72333f]	2645	"""
[6ff97c5]	2646	Display result chisqr on the panel
[5062bbf]	2647	:event: activated by fitting/ complete after draw
[f72333f]	2648	"""
	2649	try:
[06aa2eeb]	2650	if event == None:
[308fa87]	2651	output = "-"
[06aa2eeb]	2652	elif not numpy.isfinite(event.output):
[308fa87]	2653	output = "-"
[f72333f]	2654	else:
	2655	output = event.output
[2296316]	2656	self.tcChi.SetValue(str(format_number(output, True)))
[3c44c66]	2657	self.state.tcChi = self.tcChi.GetValue()
[f72333f]	2658	except:
[308fa87]	2659	pass
[c77d859]	2660
[934cfc03]	2661	def get_all_checked_params(self):
	2662	"""
[ac2b835]	2663	Found all parameters current check and add them to list of parameters
	2664	to fit
[934cfc03]	2665	"""
	2666	self.param_toFit = []
	2667	for item in self.parameters:
	2668	if item[0].GetValue() and item not in self.param_toFit:
[940aca7]	2669	if item[0].IsShown():
	2670	self.param_toFit.append(item)
[934cfc03]	2671	for item in self.fittable_param:
	2672	if item[0].GetValue() and item not in self.param_toFit:
[940aca7]	2673	if item[0].IsShown():
	2674	self.param_toFit.append(item)
[308fa87]	2675	self.save_current_state_fit()
[934cfc03]	2676
[308fa87]	2677	event = PageInfoEvent(page=self)
	2678	wx.PostEvent(self.parent, event)
[934cfc03]	2679	param2fit = []
	2680	for item in self.param_toFit:
[940aca7]	2681	if item[0] and item[0].IsShown():
[308fa87]	2682	param2fit.append(item[1])
[ae84427]	2683	self._manager.set_param2fit(self.uid, param2fit)
[934cfc03]	2684
[308fa87]	2685	def select_all_param(self, event):
[c77d859]	2686	"""
[5062bbf]	2687	set to true or false all checkBox given the main checkbox value cb1
[308fa87]	2688	"""
[934cfc03]	2689	self.param_toFit = []
[ac2b835]	2690	if self.parameters != []:
[998b6b8]	2691	if self.cb1.GetValue():
[c77d859]	2692	for item in self.parameters:
[940aca7]	2693	if item[0].IsShown():
	2694	## for data2D select all to fit
	2695	if self.data.__class__.__name__ == "Data2D" or \
	2696	self.enable2D:
[3fef0a8]	2697	item[0].SetValue(True)
[308fa87]	2698	self.param_toFit.append(item)
[940aca7]	2699	else:
	2700	## for 1D all parameters except orientation
	2701	if not item in self.orientation_params:
	2702	item[0].SetValue(True)
	2703	self.param_toFit.append(item)
	2704	else:
	2705	item[0].SetValue(False)
[b324aa9]	2706	#if len(self.fittable_param)>0:
	2707	for item in self.fittable_param:
[940aca7]	2708	if item[0].IsShown():
	2709	if self.data.__class__.__name__ == "Data2D" or \
	2710	self.enable2D:
[3fef0a8]	2711	item[0].SetValue(True)
[308fa87]	2712	self.param_toFit.append(item)
[2296316]	2713	try:
	2714	if len(self.values[item[1]]) > 0:
	2715	item[0].SetValue(False)
	2716	except:
	2717	pass
[940aca7]	2718
	2719	else:
	2720	## for 1D all parameters except orientation
	2721	if not item in self.orientation_params_disp:
	2722	item[0].SetValue(True)
	2723	self.param_toFit.append(item)
	2724	try:
	2725	if len(self.values[item[1]]) > 0:
	2726	item[0].SetValue(False)
	2727	except:
	2728	pass
	2729	else:
	2730	item[0].SetValue(False)
[2296316]	2731
[c77d859]	2732	else:
	2733	for item in self.parameters:
	2734	item[0].SetValue(False)
	2735	for item in self.fittable_param:
	2736	item[0].SetValue(False)
[308fa87]	2737	self.param_toFit = []
[330573d]	2738
[308fa87]	2739	self.save_current_state_fit()
[b324aa9]	2740
[308fa87]	2741	if event != None:
[3a37fe0]	2742	#self._undo.Enable(True)
[3595309d]	2743	## post state to fit panel
[308fa87]	2744	event = PageInfoEvent(page=self)
	2745	wx.PostEvent(self.parent, event)
[1b14795]	2746	param2fit = []
	2747	for item in self.param_toFit:
[940aca7]	2748	if item[0] and item[0].IsShown():
[308fa87]	2749	param2fit.append(item[1])
[1b14795]	2750	self.parent._manager.set_param2fit(self.uid, param2fit)
[cb270ad2]	2751
[ac2b835]	2752	def select_param(self, event):
	2753	"""
[5062bbf]	2754	Select TextCtrl checked for fitting purpose and stores them
	2755	in self.param_toFit=[] list
[c77d859]	2756	"""
[934cfc03]	2757	self.param_toFit = []
[c77d859]	2758	for item in self.parameters:
[edd166b]	2759	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2760	if self.data.__class__.__name__ != "Data2D" and\
	2761	not self.enable2D:
[edd166b]	2762	if item in self.orientation_params:
	2763	continue
[c77d859]	2764	#Select parameters to fit for list of primary parameters
[940aca7]	2765	if item[0].GetValue() and item[0].IsShown():
[c77d859]	2766	if not (item in self.param_toFit):
[308fa87]	2767	self.param_toFit.append(item)
[c77d859]	2768	else:
	2769	#remove parameters from the fitting list
	2770	if item in self.param_toFit:
	2771	self.param_toFit.remove(item)
[edd166b]	2772
[308fa87]	2773	#Select parameters to fit for list of fittable parameters
	2774	# with dispersion
[c77d859]	2775	for item in self.fittable_param:
[edd166b]	2776	#Skip t ifhe angle parameters if 1D data
[308fa87]	2777	if self.data.__class__.__name__ != "Data2D" and\
[ba1f0b2]	2778	not self.enable2D:
[edd166b]	2779	if item in self.orientation_params:
	2780	continue
[940aca7]	2781	if item[0].GetValue() and item[0].IsShown():
[c77d859]	2782	if not (item in self.param_toFit):
[308fa87]	2783	self.param_toFit.append(item)
[c77d859]	2784	else:
	2785	#remove parameters from the fitting list
	2786	if item in self.param_toFit:
[edd166b]	2787	self.param_toFit.remove(item)
	2788
[308fa87]	2789	#Calculate num. of angle parameters
	2790	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	2791	self.enable2D:
[edd166b]	2792	len_orient_para = 0
	2793	else:
[308fa87]	2794	len_orient_para = len(self.orientation_params) # assume even len
[edd166b]	2795	#Total num. of angle parameters
	2796	if len(self.fittable_param) > 0:
	2797	len_orient_para *= 2
[308fa87]	2798	#Set the value of checkbox that selected every checkbox or not
[ac2b835]	2799	if len(self.parameters) + len(self.fittable_param) - len_orient_para \
	2800	== len(self.param_toFit):
[c77d859]	2801	self.cb1.SetValue(True)
	2802	else:
	2803	self.cb1.SetValue(False)
[934cfc03]	2804
[52cac46]	2805	self.save_current_state_fit()
[308fa87]	2806	if event != None:
[3595309d]	2807	## post state to fit panel
[308fa87]	2808	event = PageInfoEvent(page=self)
	2809	wx.PostEvent(self.parent, event)
[1b14795]	2810
	2811	param2fit = []
	2812	for item in self.param_toFit:
[940aca7]	2813	if item[0] and item[0].IsShown():
[308fa87]	2814	param2fit.append(item[1])
[ae84427]	2815	self._manager.set_param2fit(self.uid, param2fit)
[1b14795]	2816
[77e23a2]	2817	def set_model_param_sizer(self, model):
[c77d859]	2818	"""
[5062bbf]	2819	Build the panel from the model content
	2820
	2821	:param model: the model selected in combo box for fitting purpose
	2822
[c77d859]	2823	"""
	2824	self.sizer3.Clear(True)
	2825	self.parameters = []
[fb59ed9]	2826	self.str_parameters = []
[308fa87]	2827	self.param_toFit = []
	2828	self.fittable_param = []
	2829	self.fixed_param = []
	2830	self.orientation_params = []
	2831	self.orientation_params_disp = []
[c77d859]	2832
[308fa87]	2833	if model == None:
[c77d859]	2834	self.sizer3.Layout()
[ce92ded]	2835	self.SetupScrolling()
[c77d859]	2836	return
[707436d]	2837	## the panel is drawn using the current value of the fit engine
[ac2b835]	2838	if self.engine_type == None and self._manager != None:
	2839	self.engine_type = self._manager._return_engine_type()
[c99a6c5]	2840
[ac2b835]	2841	box_description = wx.StaticBox(self, -1, str("Model Parameters"))
[c77d859]	2842	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
[ac2b835]	2843	sizer = wx.GridBagSizer(5, 5)
[c77d859]	2844	## save the current model
	2845	self.model = model
	2846
	2847	keys = self.model.getParamList()
[9e11cf5]	2848
	2849	#list of dispersion parameters
[ac2b835]	2850	self.disp_list = self.model.getDispParamList()
[b421b1a]	2851
[ac2b835]	2852	def custom_compare(a, b):
[db08737]	2853	"""
	2854	Custom compare to order, first by alphabets then second by number.
[ac2b835]	2855	"""
[fb59ed9]	2856	# number at the last digit
[ac2b835]	2857	a_last = a[len(a) - 1]
	2858	b_last = b[len(b) - 1]
[fb59ed9]	2859	# default
[db08737]	2860	num_a = None
	2861	num_b = None
[fb59ed9]	2862	# split the names
	2863	a2 = a.lower().split('_')
	2864	b2 = b.lower().split('_')
	2865	# check length of a2, b2
	2866	len_a2 = len(a2)
	2867	len_b2 = len(b2)
[db08737]	2868	# check if it contains a int number(<10)
[ac2b835]	2869	try:
[db08737]	2870	num_a = int(a_last)
[ac2b835]	2871	except:
	2872	pass
[db08737]	2873	try:
	2874	num_b = int(b_last)
[ac2b835]	2875	except:
	2876	pass
	2877	# Put 'scale' near the top; happens
[fb59ed9]	2878	# when numbered param name exists
	2879	if a == 'scale':
	2880	return -1
[ac2b835]	2881	# both have a number
[db08737]	2882	if num_a != None and num_b != None:
[ac2b835]	2883	if num_a > num_b:
	2884	return -1
[fb59ed9]	2885	# same number
[ac2b835]	2886	elif num_a == num_b:
[fb59ed9]	2887	# different last names
[ac2b835]	2888	if a2[len_a2 - 1] != b2[len_b2 - 1] and num_a != 0:
	2889	return -cmp(a2[len_a2 - 1], b2[len_b2 - 1])
	2890	else:
	2891	return cmp(a, b)
	2892	else:
	2893	return 1
[db08737]	2894	# one of them has a number
[ac2b835]	2895	elif num_a != None:
	2896	return 1
	2897	elif num_b != None:
	2898	return -1
[fb59ed9]	2899	# no numbers
[ac2b835]	2900	else:
	2901	return cmp(a.lower(), b.lower())
[fb59ed9]	2902
[db08737]	2903	keys.sort(custom_compare)
[c77d859]	2904
[6dc9ad8]	2905	iy = 0
[c77d859]	2906	ix = 0
[2f6c260]	2907	select_text = "Select All"
[ac2b835]	2908	self.cb1 = wx.CheckBox(self, -1, str(select_text), (10, 10))
[c77d859]	2909	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
[2f6c260]	2910	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
[ecfcef6]	2911	self.cb1.SetValue(True)
[c77d859]	2912
[075d073]	2913	sizer.Add(self.cb1, (iy, ix), (1, 1), \
[ac2b835]	2914	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	2915	ix += 1
[f56bf29]	2916	self.text2_2 = wx.StaticText(self, -1, 'Value')
[ac2b835]	2917	sizer.Add(self.text2_2, (iy, ix), (1, 1), \
	2918	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2919	ix += 2
[f56bf29]	2920	self.text2_3 = wx.StaticText(self, -1, 'Error')
[ac2b835]	2921	sizer.Add(self.text2_3, (iy, ix), (1, 1), \
	2922	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[3821f64]	2923	if not self.is_mac:
	2924	self.text2_3.Hide()
[ac2b835]	2925	ix += 1
[c77d859]	2926	self.text2_min = wx.StaticText(self, -1, 'Min')
[ac2b835]	2927	sizer.Add(self.text2_min, (iy, ix), (1, 1), \
	2928	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	2929	#self.text2_min.Hide()
[ac2b835]	2930	ix += 1
[c77d859]	2931	self.text2_max = wx.StaticText(self, -1, 'Max')
[ac2b835]	2932	sizer.Add(self.text2_max, (iy, ix), (1, 1), \
	2933	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	2934	#self.text2_max.Hide()
[6fdfc8f]	2935	ix += 1
	2936	self.text2_4 = wx.StaticText(self, -1, '[Units]')
[ac2b835]	2937	sizer.Add(self.text2_4, (iy, ix), (1, 1), \
	2938	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[6fdfc8f]	2939	self.text2_4.Hide()
[b421b1a]	2940
[934cfc03]	2941	CHECK_STATE = self.cb1.GetValue()
[c77d859]	2942	for item in keys:
[9e11cf5]	2943
[d7b7156]	2944	if not item in self.disp_list and not item in \
	2945	self.model.orientation_params:
[b421b1a]	2946
	2947	##prepare a spot to store errors
[ac2b835]	2948	if not item in self.model.details:
	2949	self.model.details[item] = ["", None, None]
[b421b1a]	2950
[c77d859]	2951	iy += 1
	2952	ix = 0
[8960479]	2953	if (self.model.__class__ in \
	2954	self.model_list_box["Multi-Functions"] or \
	2955	self.temp_multi_functional)\
	2956	and (item in self.model.non_fittable):
[ac2b835]	2957	non_fittable_name = wx.StaticText(self, -1, item)
	2958	sizer.Add(non_fittable_name, (iy, ix), (1, 1), \
	2959	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 21)
[fb59ed9]	2960	## add parameter value
	2961	ix += 1
[ac2b835]	2962	value = self.model.getParam(item)
[fb59ed9]	2963	if len(self.model.fun_list) > 0:
[ac2b835]	2964	#num = item.split('_')[1][5:7]
	2965	fun_box = wx.ComboBox(self, -1, size=(100, -1),
	2966	style=wx.CB_READONLY, name='%s' % item)
[fb59ed9]	2967	self._set_fun_box_list(fun_box)
	2968	fun_box.SetSelection(0)
[ac2b835]	2969	#self.fun_box.SetToolTipString("A function
[d7b7156]	2970	# describing the interface")
[ac2b835]	2971	wx.EVT_COMBOBOX(fun_box, -1, self._on_fun_box)
[fb59ed9]	2972	else:
[ac2b835]	2973	fun_box = self.ModelTextCtrl(self, -1,
	2974	size=(_BOX_WIDTH, 20),
	2975	style=wx.TE_PROCESS_ENTER, name='%s' % item)
[6721b75]	2976	fun_box.SetToolTipString(\
	2977	"Hit 'Enter' after typing to update the plot.")
[2296316]	2978	fun_box.SetValue(format_number(value, True))
[ac2b835]	2979	sizer.Add(fun_box, (iy, ix), (1, 1), wx.EXPAND)
	2980	self.str_parameters.append([None, item, fun_box,
	2981	None, None, None,
[2296316]	2982	None, None])
[7975f2b]	2983	else:
[fb59ed9]	2984	## add parameters name with checkbox for selecting to fit
[ac2b835]	2985	cb = wx.CheckBox(self, -1, item)
	2986	cb.SetValue(CHECK_STATE)
[2296316]	2987	cb.SetToolTipString(" Check mark to fit.")
[fb59ed9]	2988	#cb.SetValue(True)
	2989	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[dcf29d7]	2990
[ac2b835]	2991	sizer.Add(cb, (iy, ix), (1, 1),
	2992	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[fb59ed9]	2993
	2994	## add parameter value
	2995	ix += 1
[ac2b835]	2996	value = self.model.getParam(item)
	2997	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
[fb59ed9]	2998	style=wx.TE_PROCESS_ENTER)
[6721b75]	2999	ctl1.SetToolTipString(\
	3000	"Hit 'Enter' after typing to update the plot.")
[2296316]	3001	ctl1.SetValue(format_number(value, True))
[ac2b835]	3002	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[fb59ed9]	3003	## text to show error sign
	3004	ix += 1
[ac2b835]	3005	text2 = wx.StaticText(self, -1, '+/-')
	3006	sizer.Add(text2, (iy, ix), (1, 1), \
	3007	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	3008	if not self.is_mac:
[ac2b835]	3009	text2.Hide()
[fb59ed9]	3010	ix += 1
[ac2b835]	3011	ctl2 = wx.TextCtrl(self, -1,
	3012	size=(_BOX_WIDTH / 1.2, 20), style=0)
	3013	sizer.Add(ctl2, (iy, ix), (1, 1),
	3014	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	3015	if not self.is_mac:
	3016	ctl2.Hide()
[22ae2f7]	3017
[fb59ed9]	3018	ix += 1
[ac2b835]	3019	ctl3 = self.ModelTextCtrl(self, -1,
	3020	size=(_BOX_WIDTH / 1.9, 20),
	3021	style=wx.TE_PROCESS_ENTER,
	3022	text_enter_callback=self._onparamRangeEnter)
[22ae2f7]	3023	min_bound = self.model.details[item][1]
	3024	if min_bound is not None:
	3025	ctl3.SetValue(format_number(min_bound, True))
	3026
[ac2b835]	3027	sizer.Add(ctl3, (iy, ix), (1, 1),
	3028	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[fb59ed9]	3029
	3030	ix += 1
[ac2b835]	3031	ctl4 = self.ModelTextCtrl(self, -1,
	3032	size=(_BOX_WIDTH / 1.9, 20),
	3033	style=wx.TE_PROCESS_ENTER,
	3034	text_enter_callback=self._onparamRangeEnter)
[22ae2f7]	3035	max_bound = self.model.details[item][2]
	3036	if max_bound is not None:
	3037	ctl4.SetValue(format_number(max_bound, True))
[ac2b835]	3038	sizer.Add(ctl4, (iy, ix), (1, 1),
	3039	wx.EXPAND \| wx.FIXED_MINSIZE, 0)
[fb59ed9]	3040
[ac2b835]	3041	ix += 1
[fb59ed9]	3042	# Units
[ac2b835]	3043	if item in self.model.details:
	3044	units = wx.StaticText(self, -1,
[d7b7156]	3045	self.model.details[item][0], style=wx.ALIGN_LEFT)
[fb59ed9]	3046	else:
[ac2b835]	3047	units = wx.StaticText(self, -1, "",
	3048	style=wx.ALIGN_LEFT)
	3049	sizer.Add(units, (iy, ix), (1, 1),
	3050	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[fb59ed9]	3051
[ac2b835]	3052	self.parameters.append([cb, item, ctl1,
	3053	text2, ctl2, ctl3, ctl4, units])
[fb59ed9]	3054
[ac2b835]	3055	iy += 1
	3056	sizer.Add((10, 10), (iy, ix), (1, 1),
	3057	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[5af5183]	3058
[f20767b]	3059	# type can be either Guassian or Array
[ac2b835]	3060	if len(self.model.dispersion.values()) > 0:
	3061	type = self.model.dispersion.values()[0]["type"]
[5b53a5c]	3062	else:
	3063	type = "Gaussian"
[6dc9ad8]	3064
	3065	iy += 1
	3066	ix = 0
	3067	#Add tile for orientational angle
	3068	for item in keys:
[ac2b835]	3069	if item in self.model.orientation_params:
[6dc9ad8]	3070	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
[318b5bbb]	3071	mag_on_button = wx.Button(self, -1, "Magnetic ON" )
	3072	mag_on_button.Bind(wx.EVT_BUTTON, self._on_mag_on)
	3073	mag_help_button = wx.Button(self, -1,"Magnetic angles?" )
	3074	mag_help_button.Bind(wx.EVT_BUTTON,self._on_mag_help)
[ac2b835]	3075	sizer.Add(orient_angle, (iy, ix), (1, 1),
	3076	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[318b5bbb]	3077	iy += 1
	3078	sizer.Add(mag_on_button,(iy, ix ),(1,1),
	3079	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	3080	sizer.Add(mag_help_button,(iy, ix + 1),(1,1),
	3081	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	3082
	3083	#handle the magnetic buttons
	3084	if not self._has_magnetic:
	3085	mag_on_button.Show(False)
	3086	elif not self.data.__class__.__name__ == "Data2D":
	3087	mag_on_button.Show(False)
	3088	else:
	3089	mag_on_button.Show(True)
	3090	mag_help_button.Show(False)
	3091	if mag_on_button.IsShown():
	3092	if self.magnetic_on:
	3093	mag_on_button.SetLabel("Magnetic OFF")
	3094	mag_help_button.Show(True)
	3095	else:
	3096	mag_on_button.SetLabel("Magnetic ON")
	3097	mag_help_button.Show(False)
	3098
[ba1f0b2]	3099	if not self.data.__class__.__name__ == "Data2D" and \
	3100	not self.enable2D:
[6dc9ad8]	3101	orient_angle.Hide()
	3102	else:
	3103	orient_angle.Show(True)
	3104	break
[5b53a5c]	3105
[f20767b]	3106	#For Gaussian only
	3107	if type.lower() != "array":
	3108	for item in self.model.orientation_params:
[318b5bbb]	3109	if not self.magnetic_on:
	3110	if item in self.model.magnetic_params:
	3111	continue
[f20767b]	3112	if not item in self.disp_list:
[c13b8cc]	3113	##prepare a spot to store min max
[ac2b835]	3114	if not item in self.model.details:
	3115	self.model.details[item] = ["", None, None]
[c13b8cc]	3116
[f20767b]	3117	iy += 1
	3118	ix = 0
	3119	## add parameters name with checkbox for selecting to fit
[ac2b835]	3120	cb = wx.CheckBox(self, -1, item)
[934cfc03]	3121	cb.SetValue(CHECK_STATE)
[2296316]	3122	cb.SetToolTipString("Check mark to fit")
[f20767b]	3123	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[ba1f0b2]	3124	if self.data.__class__.__name__ == "Data2D" or \
	3125	self.enable2D:
[6dc9ad8]	3126	cb.Show(True)
[f20767b]	3127	else:
[6dc9ad8]	3128	cb.Hide()
[ac2b835]	3129	sizer.Add(cb, (iy, ix), (1, 1),
	3130	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[f20767b]	3131
	3132	## add parameter value
	3133	ix += 1
[ac2b835]	3134	value = self.model.getParam(item)
	3135	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
[f20767b]	3136	style=wx.TE_PROCESS_ENTER)
[6721b75]	3137	ctl1.SetToolTipString(\
	3138	"Hit 'Enter' after typing to update the plot.")
[2296316]	3139	ctl1.SetValue(format_number(value, True))
[ba1f0b2]	3140	if self.data.__class__.__name__ == "Data2D" or \
	3141	self.enable2D:
[c5cd3b9]	3142	ctl1.Show(True)
[f20767b]	3143	else:
[c5cd3b9]	3144	ctl1.Hide()
[ac2b835]	3145	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[f20767b]	3146	## text to show error sign
	3147	ix += 1
[ac2b835]	3148	text2 = wx.StaticText(self, -1, '+/-')
	3149	sizer.Add(text2, (iy, ix), (1, 1), \
	3150	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	3151
[ac2b835]	3152	text2.Hide()
[f20767b]	3153	ix += 1
[ac2b835]	3154	ctl2 = wx.TextCtrl(self, -1,
	3155	size=(_BOX_WIDTH / 1.2, 20), style=0)
	3156	sizer.Add(ctl2, (iy, ix), (1, 1),
	3157	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	3158
	3159	ctl2.Hide()
[e2f7b92]	3160
[f20767b]	3161	ix += 1
[ac2b835]	3162	ctl3 = self.ModelTextCtrl(self, -1,
	3163	size=(_BOX_WIDTH / 1.8, 20),
[d7b7156]	3164	style=wx.TE_PROCESS_ENTER,
[ac2b835]	3165	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	3166
[ac2b835]	3167	sizer.Add(ctl3, (iy, ix), (1, 1),
	3168	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[f20767b]	3169	ctl3.Hide()
[b324aa9]	3170
[f20767b]	3171	ix += 1
[ac2b835]	3172	ctl4 = self.ModelTextCtrl(self, -1,
	3173	size=(_BOX_WIDTH / 1.8, 20),
	3174	style=wx.TE_PROCESS_ENTER,
	3175	text_enter_callback=self._onparamRangeEnter)
	3176	sizer.Add(ctl4, (iy, ix), (1, 1),
	3177	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[eacf1d66]	3178
[f20767b]	3179	ctl4.Hide()
[edd166b]	3180
[ba1f0b2]	3181	if self.data.__class__.__name__ == "Data2D" or \
[ac2b835]	3182	self.enable2D:
	3183	if self.is_mac:
[1180528]	3184	text2.Show(True)
[ac2b835]	3185	ctl2.Show(True)
[f20767b]	3186	ctl3.Show(True)
	3187	ctl4.Show(True)
[c5cd3b9]	3188
[ac2b835]	3189	ix += 1
[f20767b]	3190	# Units
[ac2b835]	3191	if item in self.model.details:
	3192	units = wx.StaticText(self, -1,
	3193	self.model.details[item][0],
[d7b7156]	3194	style=wx.ALIGN_LEFT)
[7975f2b]	3195	else:
[ac2b835]	3196	units = wx.StaticText(self, -1, "",
	3197	style=wx.ALIGN_LEFT)
[ba1f0b2]	3198	if self.data.__class__.__name__ == "Data2D" or \
	3199	self.enable2D:
[6dc9ad8]	3200	units.Show(True)
[f20767b]	3201	else:
[6dc9ad8]	3202	units.Hide()
[c99a6c5]	3203
[ac2b835]	3204	sizer.Add(units, (iy, ix), (1, 1),
	3205	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[7975f2b]	3206
[ac2b835]	3207	self.parameters.append([cb, item, ctl1,
	3208	text2, ctl2, ctl3, ctl4, units])
	3209	self.orientation_params.append([cb, item, ctl1,
	3210	text2, ctl2, ctl3, ctl4, units])
[780d095]	3211
[ac2b835]	3212	iy += 1
[abba643]	3213	box_description.SetForegroundColour(wx.BLUE)
[c77d859]	3214	#Display units text on panel
[ac2b835]	3215	for item in keys:
	3216	if item in self.model.details:
[c77d859]	3217	self.text2_4.Show()
[b324aa9]	3218	#Fill the list of fittable parameters
[934cfc03]	3219	self.get_all_checked_params()
[52cac46]	3220	self.save_current_state_fit()
[240b9966]	3221	boxsizer1.Add(sizer)
[ac2b835]	3222	self.sizer3.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
[c77d859]	3223	self.sizer3.Layout()
[330573d]	3224	self.Layout()
[70468a5]	3225
[2296316]	3226	def on_right_down(self, event):
	3227	"""
	3228	Get key stroke event
	3229	"""
	3230	if self.data == None:
	3231	return
	3232	# Figuring out key combo: Cmd for copy, Alt for paste
	3233	if event.AltDown() and event.ShiftDown():
[2c6b224]	3234	self._manager.show_ftol_dialog()
[2296316]	3235	flag = True
[1b1bbf9]	3236	elif event.AltDown() or event.ShiftDown():
[2296316]	3237	flag = False
[1b1bbf9]	3238	else:
	3239	return
[2296316]	3240	# make event free
	3241	event.Skip()
	3242	# messages depending on the flag
	3243	if not flag:
	3244	msg = " Could not open ftol dialog;"
	3245	msg += " Check if the Scipy fit engine is selected in the menubar."
	3246	infor = 'warning'
	3247	# inform msg to wx
[ae84427]	3248	wx.PostEvent(self._manager.parent,
[ac2b835]	3249	StatusEvent(status=msg, info=infor))
[2296316]	3250
[8b6f489]	3251	def _onModel2D(self, event):
	3252	"""
	3253	toggle view of model from 1D to 2D or 2D from 1D
	3254	"""
[2c60cb69]	3255	if self.model_view.GetLabelText() == "Show 2D":
	3256	self.model_view.SetLabel("Show 1D")
[8b6f489]	3257	self.enable2D = True
[ba1f0b2]	3258
[8b6f489]	3259	else:
[2c60cb69]	3260	self.model_view.SetLabel("Show 2D")
[8b6f489]	3261	self.enable2D = False
[e947cd4]	3262	self.Show(False)
[6ff97c5]	3263	self.create_default_data()
[3fb5e68]	3264	self._manager.store_data(self.uid, data_list=[self.data])
	3265
[ba1f0b2]	3266	self.set_model_param_sizer(self.model)
[ac2b835]	3267	self._set_sizer_dispersion()
	3268	self._set_weight(is_2D=self.enable2D)
[2c60cb69]	3269	self._set_smear_buttons()
[e947cd4]	3270	self.Show(True)
[8247523]	3271	self.SetupScrolling()
[ba1f0b2]	3272	self._draw_model()
	3273
[ac2b835]	3274	self.state.enable2D = copy.deepcopy(self.enable2D)
[2c60cb69]	3275
	3276	def _set_smear_buttons(self):
	3277	"""
[ac2b835]	3278	Set semarer radio buttons
[2c60cb69]	3279	"""
	3280	# more disables for 2D
[ac2b835]	3281	if self.data.__class__.__name__ == "Data2D" or \
[2c60cb69]	3282	self.enable2D:
	3283	self.slit_smearer.Disable()
[ac2b835]	3284	self.pinhole_smearer.Enable(True)
[2c60cb69]	3285	self.default_mask = copy.deepcopy(self.data.mask)
	3286	else:
[ac2b835]	3287	self.slit_smearer.Enable(True)
	3288	self.pinhole_smearer.Enable(True)
[2c60cb69]	3289
	3290
[7609f1a]	3291	class BGTextCtrl(wx.TextCtrl):
	3292	"""
[5062bbf]	3293	Text control used to display outputs.
[ac2b835]	3294	No editing allowed. The background is
[5062bbf]	3295	grayed out. User can't select text.
[7609f1a]	3296	"""
	3297	def __init__(self, args, *kwds):
	3298	wx.TextCtrl.__init__(self, args, *kwds)
	3299	self.SetEditable(False)
[59b8c74]	3300	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
[7609f1a]	3301
	3302	# Bind to mouse event to avoid text highlighting
	3303	# The event will be skipped once the call-back
	3304	# is called.
	3305	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
	3306
	3307	def _click(self, event):
	3308	"""
[5062bbf]	3309	Prevent further handling of the mouse event
	3310	by not calling Skip().
[ac2b835]	3311	"""
[7609f1a]	3312	pass

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SasView

source: sasview/src/sas/perspectives/fitting/fitpage.py @ 0e4e554

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