fitpage.py @ 4ec242e

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 4ec242e was 22ae2f7, checked in by pkienzle, 10 years ago
set default bounds from model in UI (closes #229)
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()
[b9a5f0e]	610	import sas.models.dispersion_models
[79492222]	611	self.polydisp = sas.models.dispersion_models.models
[b421b1a]	612
[2296316]	613	ix = 0
	614	iy = 0
[52efcc5]	615	disp = wx.StaticText(self, -1, ' ')
[f32d144]	616	self.sizer4_4.Add(disp, (iy, ix), (1, 1),
	617	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	618	ix += 1
[2296316]	619	values = wx.StaticText(self, -1, 'PD[ratio]')
[01b6bd0]	620	polytext = "Polydispersity (= STD/mean); "
[f32d144]	621	polytext += "the standard deviation over the mean value."
[01b6bd0]	622	values.SetToolTipString(polytext)
[d7b7156]	623
[f32d144]	624	self.sizer4_4.Add(values, (iy, ix), (1, 1),
	625	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	626	ix += 2
[e5a1c31]	627	if self.is_mac:
	628	err_text = 'Error'
	629	else:
	630	err_text = ''
	631	self.text_disp_1 = wx.StaticText(self, -1, err_text)
[075d073]	632	self.sizer4_4.Add(self.text_disp_1, (iy, ix), (1, 1), \
[f32d144]	633	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	634
[f32d144]	635	ix += 1
[920a6e5]	636	self.text_disp_min = wx.StaticText(self, -1, 'Min')
[075d073]	637	self.sizer4_4.Add(self.text_disp_min, (iy, ix), (1, 1), \
[f32d144]	638	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	639
[f32d144]	640	ix += 1
[920a6e5]	641	self.text_disp_max = wx.StaticText(self, -1, 'Max')
[f32d144]	642	self.sizer4_4.Add(self.text_disp_max, (iy, ix), (1, 1),
	643	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[339b563]	644
[f32d144]	645	ix += 1
[c77d859]	646	npts = wx.StaticText(self, -1, 'Npts')
[d7b7156]	647	npts.SetToolTipString("Number of sampling points for the numerical\n\
	648	integration over the distribution function.")
[f32d144]	649	self.sizer4_4.Add(npts, (iy, ix), (1, 1),
	650	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	651	ix += 1
[2296316]	652	nsigmas = wx.StaticText(self, -1, 'Nsigs')
[f32d144]	653	nsigmas.SetToolTipString("Number of sigmas between which the range\n\
[d7b7156]	654	of the distribution function will be used for weighting. \n\
	655	The value '3' covers 99.5% for Gaussian distribution \n\
[01b6bd0]	656	function. Note: Not recommended to change this value.")
[f32d144]	657	self.sizer4_4.Add(nsigmas, (iy, ix), (1, 1),
	658	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	659	ix += 1
	660	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
	661	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	662
[bf5e985]	663	self.text_disp_max.Show(True)
	664	self.text_disp_min.Show(True)
[6dc9ad8]	665
[c77d859]	666	for item in self.model.dispersion.keys():
[318b5bbb]	667	if not self.magnetic_on:
	668	if item in self.model.magnetic_params:
	669	continue
[780d095]	670	if not item in self.model.orientation_params:
[f32d144]	671	if not item in self.disp_cb_dict:
	672	self.disp_cb_dict[item] = None
	673	name0 = "Distribution of " + item
	674	name1 = item + ".width"
	675	name2 = item + ".npts"
	676	name3 = item + ".nsigmas"
	677	if not name1 in self.model.details:
	678	self.model.details[name1] = ["", None, None]
[c99a6c5]	679
[780d095]	680	iy += 1
[f32d144]	681	for p in self.model.dispersion[item].keys():
[780d095]	682
[f32d144]	683	if p == "width":
[780d095]	684	ix = 0
[d7b7156]	685	cb = wx.CheckBox(self, -1, name0, (10, 10))
[934cfc03]	686	cb.SetValue(CHECK_STATE)
[2296316]	687	cb.SetToolTipString("Check mark to fit")
[780d095]	688	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[f32d144]	689	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	690	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[780d095]	691	ix = 1
[f32d144]	692	value = self.model.getParam(name1)
	693	ctl1 = self.ModelTextCtrl(self, -1,
	694	size=(_BOX_WIDTH / 1.3, 20),
	695	style=wx.TE_PROCESS_ENTER)
[01b6bd0]	696	ctl1.SetLabel('PD[ratio]')
	697	poly_text = "Polydispersity (STD/mean) of %s\n" % item
	698	poly_text += "STD: the standard deviation"
	699	poly_text += " from the mean value."
	700	ctl1.SetToolTipString(poly_text)
[f32d144]	701	ctl1.SetValue(str(format_number(value, True)))
	702	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[780d095]	703	## text to show error sign
	704	ix = 2
[f32d144]	705	text2 = wx.StaticText(self, -1, '+/-')
	706	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	707	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	708	if not self.is_mac:
[f32d144]	709	text2.Hide()
[b421b1a]	710
[780d095]	711	ix = 3
[f32d144]	712	ctl2 = wx.TextCtrl(self, -1,
	713	size=(_BOX_WIDTH / 1.3, 20),
[d7b7156]	714	style=0)
[eacf1d66]	715
[f32d144]	716	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	717	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	718	if not self.is_mac:
	719	ctl2.Hide()
[eacf1d66]	720
[920a6e5]	721	ix = 4
[f32d144]	722	ctl3 = self.ModelTextCtrl(self, -1,
	723	size=(_BOX_WIDTH / 2, 20),
	724	style=wx.TE_PROCESS_ENTER,
	725	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	726
[f32d144]	727	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	728	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	729
[920a6e5]	730	ix = 5
[f32d144]	731	ctl4 = self.ModelTextCtrl(self, -1,
	732	size=(_BOX_WIDTH / 2, 20),
	733	style=wx.TE_PROCESS_ENTER,
	734	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	735
[f32d144]	736	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	737	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[eacf1d66]	738
[bf5e985]	739	ctl3.Show(True)
	740	ctl4.Show(True)
[2296316]	741
[f32d144]	742	elif p == "npts":
	743	ix = 6
	744	value = self.model.getParam(name2)
	745	Tctl = self.ModelTextCtrl(self, -1,
	746	size=(_BOX_WIDTH / 2.2, 20),
	747	style=wx.TE_PROCESS_ENTER)
	748
	749	Tctl.SetValue(str(format_number(value)))
	750	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	751	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	752	self.fixed_param.append([None, name2, Tctl, None, None,
	753	None, None, None])
	754	elif p == "nsigmas":
	755	ix = 7
	756	value = self.model.getParam(name3)
	757	Tct2 = self.ModelTextCtrl(self, -1,
	758	size=(_BOX_WIDTH / 2.2, 20),
	759	style=wx.TE_PROCESS_ENTER)
	760
	761	Tct2.SetValue(str(format_number(value)))
	762	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
	763	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	764	self.fixed_param.append([None, name3, Tct2,
	765	None, None, None,
	766	None, None])
[2296316]	767
[f32d144]	768	ix = 8
	769	disp_box = wx.ComboBox(self, -1, size=(65, -1),
	770	style=wx.CB_READONLY, name='%s' % name1)
[2296316]	771	for key, value in self.polydisp.iteritems():
	772	name_disp = str(key)
[f32d144]	773	disp_box.Append(name_disp, value)
	774	disp_box.SetStringSelection("gaussian")
	775	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
	776	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	777	self.fittable_param.append([cb, name1, ctl1, text2,
	778	ctl2, ctl3, ctl4, disp_box])
[2296316]	779
[f32d144]	780	ix = 0
	781	iy += 1
[308fa87]	782	self.sizer4_4.Add((20, 20), (iy, ix), (1, 1),
	783	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	784	first_orient = True
[780d095]	785	for item in self.model.dispersion.keys():
[318b5bbb]	786	if not self.magnetic_on:
	787	if item in self.model.magnetic_params:
	788	continue
[780d095]	789	if item in self.model.orientation_params:
[308fa87]	790	if not item in self.disp_cb_dict:
	791	self.disp_cb_dict[item] = None
	792	name0 = "Distribution of " + item
	793	name1 = item + ".width"
	794	name2 = item + ".npts"
	795	name3 = item + ".nsigmas"
[d7b7156]	796
[308fa87]	797	if not name1 in self.model.details:
	798	self.model.details[name1] = ["", None, None]
[b421b1a]	799
[780d095]	800	iy += 1
[308fa87]	801	for p in self.model.dispersion[item].keys():
[780d095]	802
[308fa87]	803	if p == "width":
[780d095]	804	ix = 0
[d7b7156]	805	cb = wx.CheckBox(self, -1, name0, (10, 10))
[934cfc03]	806	cb.SetValue(CHECK_STATE)
[2296316]	807	cb.SetToolTipString("Check mark to fit")
[780d095]	808	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[308fa87]	809	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	810	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	811	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	812	self.enable2D:
[6dc9ad8]	813	cb.Show(True)
[c99a6c5]	814	elif cb.IsShown():
[6dc9ad8]	815	cb.Hide()
[780d095]	816	ix = 1
[308fa87]	817	value = self.model.getParam(name1)
	818	ctl1 = self.ModelTextCtrl(self, -1,
	819	size=(_BOX_WIDTH / 1.3, 20),
	820	style=wx.TE_PROCESS_ENTER)
[01b6bd0]	821	poly_tip = "Absolute Sigma for %s." % item
	822	ctl1.SetToolTipString(poly_tip)
[308fa87]	823	ctl1.SetValue(str(format_number(value, True)))
[ba1f0b2]	824	if self.data.__class__.__name__ == "Data2D" or \
	825	self.enable2D:
[d7b7156]	826	if first_orient:
[01b6bd0]	827	values.SetLabel('PD[ratio], Sig[deg]')
	828	poly_text = "PD(polydispersity for lengths):\n"
[308fa87]	829	poly_text += "It should be a value between"
	830	poly_text += "0 and 1\n"
[01b6bd0]	831	poly_text += "Sigma for angles: \n"
	832	poly_text += "It is the STD (ratio*mean)"
[2b0f822]	833	poly_text += " of the distribution.\n "
[01b6bd0]	834
	835	values.SetToolTipString(poly_text)
[d7b7156]	836	first_orient = False
[6dc9ad8]	837	ctl1.Show(True)
[c99a6c5]	838	elif ctl1.IsShown():
[6dc9ad8]	839	ctl1.Hide()
[d7b7156]	840
[308fa87]	841	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[780d095]	842	## text to show error sign
	843	ix = 2
[308fa87]	844	text2 = wx.StaticText(self, -1, '+/-')
	845	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	846	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	847
[308fa87]	848	text2.Hide()
[b421b1a]	849
[780d095]	850	ix = 3
[308fa87]	851	ctl2 = wx.TextCtrl(self, -1,
	852	size=(_BOX_WIDTH / 1.3, 20),
[d7b7156]	853	style=0)
[b421b1a]	854
[308fa87]	855	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	856	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	857
	858	ctl2.Hide()
[308fa87]	859	if self.data.__class__.__name__ == "Data2D" or \
[1180528]	860	self.enable2D:
[308fa87]	861	if self.is_mac:
[1180528]	862	text2.Show(True)
[308fa87]	863	ctl2.Show(True)
[920a6e5]	864
	865	ix = 4
[308fa87]	866	ctl3 = self.ModelTextCtrl(self, -1,
	867	size=(_BOX_WIDTH / 2, 20),
[d7b7156]	868	style=wx.TE_PROCESS_ENTER,
[308fa87]	869	text_enter_callback=self._onparamRangeEnter)
[eacf1d66]	870
[308fa87]	871	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	872	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[c99a6c5]	873
[920a6e5]	874	ctl3.Hide()
	875
	876	ix = 5
[308fa87]	877	ctl4 = self.ModelTextCtrl(self, -1,
	878	size=(_BOX_WIDTH / 2, 20),
	879	style=wx.TE_PROCESS_ENTER,
	880	text_enter_callback=self._onparamRangeEnter)
	881	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	882	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	883	ctl4.Hide()
	884
[308fa87]	885	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	886	self.enable2D:
[920a6e5]	887	ctl3.Show(True)
[308fa87]	888	ctl4.Show(True)
[2296316]	889
[308fa87]	890	elif p == "npts":
	891	ix = 6
	892	value = self.model.getParam(name2)
	893	Tctl = self.ModelTextCtrl(self, -1,
	894	size=(_BOX_WIDTH / 2.2, 20),
	895	style=wx.TE_PROCESS_ENTER)
	896
	897	Tctl.SetValue(str(format_number(value)))
	898	if self.data.__class__.__name__ == "Data2D" or \
	899	self.enable2D:
	900	Tctl.Show(True)
	901	else:
	902	Tctl.Hide()
	903	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	904	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	905	self.fixed_param.append([None, name2, Tctl, None, None,
	906	None, None, None])
	907	self.orientation_params_disp.append([None, name2,
	908	Tctl, None, None,
	909	None, None, None])
	910	elif p == "nsigmas":
	911	ix = 7
	912	value = self.model.getParam(name3)
	913	Tct2 = self.ModelTextCtrl(self, -1,
	914	size=(_BOX_WIDTH / 2.2, 20),
	915	style=wx.TE_PROCESS_ENTER)
	916
	917	Tct2.SetValue(str(format_number(value)))
	918	if self.data.__class__.__name__ == "Data2D" or \
	919	self.enable2D:
	920	Tct2.Show(True)
	921	else:
	922	Tct2.Hide()
	923	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
	924	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[7975f2b]	925
[308fa87]	926	self.fixed_param.append([None, name3, Tct2,
	927	None, None, None, None, None])
	928
	929	self.orientation_params_disp.append([None, name3,
	930	Tct2, None, None, None, None, None])
[2296316]	931
[308fa87]	932	ix = 8
	933	disp_box = wx.ComboBox(self, -1, size=(65, -1),
	934	style=wx.CB_READONLY, name='%s' % name1)
[2296316]	935	for key, value in self.polydisp.iteritems():
	936	name_disp = str(key)
[308fa87]	937	disp_box.Append(name_disp, value)
	938	disp_box.SetStringSelection("gaussian")
	939	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
	940	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	941	self.fittable_param.append([cb, name1, ctl1, text2,
[2296316]	942	ctl2, ctl3, ctl4, disp_box])
[308fa87]	943	self.orientation_params_disp.append([cb, name1, ctl1,
[2296316]	944	text2, ctl2, ctl3, ctl4, disp_box])
	945
[ba1f0b2]	946	if self.data.__class__.__name__ == "Data2D" or \
	947	self.enable2D:
[2296316]	948	disp_box.Show(True)
	949	else:
	950	disp_box.Hide()
	951
[308fa87]	952	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
[b421b1a]	953
[308fa87]	954	self.state.model = self.model.clone()
	955	## save state into
[4043c96]	956	self.state.cb1 = self.cb1.GetValue()
[920a6e5]	957	self._copy_parameters_state(self.parameters, self.state.parameters)
[240b9966]	958	self._copy_parameters_state(self.orientation_params_disp,
	959	self.state.orientation_params_disp)
[308fa87]	960	self._copy_parameters_state(self.fittable_param,
[d7b7156]	961	self.state.fittable_param)
[240b9966]	962	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[d40a9cd]	963
[308fa87]	964	wx.PostEvent(self.parent,
	965	StatusEvent(status=" Selected Distribution: Gaussian"))
[b324aa9]	966	#Fill the list of fittable parameters
[934cfc03]	967	#self.select_all_param(event=None)
	968	self.get_all_checked_params()
[71f0373]	969	self.Layout()
[7975f2b]	970
[2296316]	971	def _onDraw(self, event):
	972	"""
	973	Update and Draw the model
[308fa87]	974	"""
	975	if self.model == None:
	976	msg = "Please select a Model first..."
[2296316]	977	wx.MessageBox(msg, 'Info')
	978	return
[f9feff3]	979	"""
[d2c4c06]	980	if not self.data.is_data:
	981	self.npts_x = self.Npts_total.GetValue()
	982	self.Npts_fit.SetValue(self.npts_x)
[308fa87]	983	self.create_default_data()
[f9feff3]	984	"""
[308fa87]	985	flag = self._update_paramv_on_fit()
[d2c4c06]	986
[a624e76]	987	wx.CallAfter(self._onparamEnter_helper)
[2296316]	988	if not flag:
[308fa87]	989	msg = "The parameters are invalid"
[ae84427]	990	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	991	return
[2296316]	992
[308fa87]	993	def _onFit(self, event):
[c77d859]	994	"""
[5062bbf]	995	Allow to fit
[c77d859]	996	"""
[054c10a]	997	if event != None:
[308fa87]	998	event.Skip()
[2d0756a5]	999	if self.fit_started:
	1000	self._StopFit()
	1001	self.fit_started = False
	1002	wx.CallAfter(self.set_fitbutton)
[308fa87]	1003	return
[2d0756a5]	1004
[4e9f227]	1005	if (len(self._manager.fit_thread_list) > 0
	1006	and self._manager._fit_engine not in ("park","bumps")
	1007	and self._manager.sim_page != None
	1008	and self._manager.sim_page.uid == self.uid):
[dc613d6]	1009	msg = "The FitEnging will be set to 'ParkMC'\n"
	1010	msg += " to fit with more than one data set..."
	1011	wx.MessageBox(msg, 'Info')
	1012
[504dd9f5]	1013	if self.data is None:
[ecfcef6]	1014	msg = "Please get Data first..."
[504dd9f5]	1015	wx.MessageBox(msg, 'Info')
[308fa87]	1016	wx.PostEvent(self._manager.parent,
	1017	StatusEvent(status="Fit: %s" % msg))
[504dd9f5]	1018	return
	1019	if self.model is None:
	1020	msg = "Please select a Model first..."
[4470b10]	1021	wx.MessageBox(msg, 'Info')
[308fa87]	1022	wx.PostEvent(self._manager.parent,
	1023	StatusEvent(status="Fit: %s" % msg, type="stop"))
[4470b10]	1024	return
[ecfcef6]	1025
	1026	if len(self.param_toFit) <= 0:
[308fa87]	1027	msg = "Select at least one parameter to fit"
[ecfcef6]	1028	wx.MessageBox(msg, 'Info')
[308fa87]	1029	wx.PostEvent(self._manager.parent,
	1030	StatusEvent(status=msg, type="stop"))
	1031	return
[ecfcef6]	1032
[308fa87]	1033	flag = self._update_paramv_on_fit()
[94078a8]	1034
	1035	if self.batch_on and not self._is_2D():
	1036	if not self._validate_Npts_1D():
	1037	return
[acd0bda3]	1038
[c77d859]	1039	if not flag:
[308fa87]	1040	msg = "Fitting range or parameters are invalid"
[ae84427]	1041	wx.PostEvent(self._manager.parent,
[308fa87]	1042	StatusEvent(status=msg, type="stop"))
	1043	return
[ecfcef6]	1044
[308fa87]	1045	self.select_param(event=None)
[d0ce2c30]	1046
[308fa87]	1047	# Remove or do not allow fitting on the Q=0 point, especially
	1048	# when y(q=0)=None at x[0].
[f95301b]	1049	self.qmin_x = float(self.qmin.GetValue())
[67ae937]	1050	self.qmax_x = float(self.qmax.GetValue())
[dc613d6]	1051	self._manager._reset_schedule_problem(value=0, uid=self.uid)
[308fa87]	1052	self._manager.schedule_for_fit(uid=self.uid, value=1)
	1053	self._manager.set_fit_range(uid=self.uid, qmin=self.qmin_x,
	1054	qmax=self.qmax_x)
[3b70cc7]	1055
[308fa87]	1056	#single fit
[2d0756a5]	1057	#self._manager.onFit(uid=self.uid)
	1058	self.fit_started = self._manager.onFit(uid=self.uid)
	1059	wx.CallAfter(self.set_fitbutton)
	1060
[308fa87]	1061	def set_fitbutton(self):
[2d0756a5]	1062	"""
	1063	Set fit button label depending on the fit_started[bool]
	1064	"""
[e4cd34c]	1065	# Skip this feature if we are not on Windows
	1066	#NOTE: the is_mac data member actually means "is no Windows".
	1067	if self.is_mac:
	1068	return
	1069
[2d0756a5]	1070	if self.fit_started:
	1071	label = "Stop"
	1072	color = "red"
	1073	else:
	1074	label = "Fit"
	1075	color = "black"
	1076	self.btFit.Enable(False)
	1077	self.btFit.SetLabel(label)
	1078	self.btFit.SetForegroundColour(color)
	1079	self.btFit.Enable(True)
	1080
[f7ef313]	1081	def get_weight_flag(self):
[55bb249c]	1082	"""
[f7ef313]	1083	Get flag corresponding to a given weighting dI data.
[55bb249c]	1084	"""
	1085	button_list = [self.dI_noweight,
	1086	self.dI_didata,
	1087	self.dI_sqrdata,
	1088	self.dI_idata]
[f7ef313]	1089	flag = 1
[55bb249c]	1090	for item in button_list:
	1091	if item.GetValue():
	1092	if button_list.index(item) == 0:
[308fa87]	1093	flag = 0 # dy = numpy.ones_like(dy_data)
[55bb249c]	1094	elif button_list.index(item) == 1:
[308fa87]	1095	flag = 1 # dy = dy_data
[55bb249c]	1096	elif button_list.index(item) == 2:
[308fa87]	1097	flag = 2 # dy = numpy.sqrt(numpy.abs(data))
[55bb249c]	1098	elif button_list.index(item) == 3:
[308fa87]	1099	flag = 3 # dy = numpy.abs(data)
[55bb249c]	1100	break
[f7ef313]	1101	return flag
[55bb249c]	1102
[f22e626]	1103	def _StopFit(self, event=None):
[ad6dd4c]	1104	"""
[308fa87]	1105	Stop fit
[ad6dd4c]	1106	"""
[5f2de0aa]	1107	if event != None:
	1108	event.Skip()
[66ff250]	1109	self._manager.stop_fit(self.uid)
	1110	self._manager._reset_schedule_problem(value=0)
[db47703]	1111	self._on_fit_complete()
[66ff250]	1112
[6ff97c5]	1113	def rename_model(self):
	1114	"""
	1115	find a short name for model
	1116	"""
	1117	if self.model is not None:
	1118	self.model.name = "M" + str(self.index_model)
	1119
[308fa87]	1120	def _on_select_model(self, event=None):
[c77d859]	1121	"""
[5062bbf]	1122	call back for model selection
[308fa87]	1123	"""
	1124	self.Show(False)
	1125	copy_flag = False
	1126	is_poly_enabled = None
[817991b]	1127	if event != None:
[ea5fa58]	1128	if (event.GetEventObject() == self.formfactorbox\
	1129	and self.structurebox.GetLabel() != 'None')\
	1130	or event.GetEventObject() == self.structurebox\
	1131	or event.GetEventObject() == self.multifactorbox:
	1132	copy_flag = self.get_copy_params()
	1133	is_poly_enabled = self.enable_disp.GetValue()
[a86e69b]	1134
[308fa87]	1135	self._on_select_model_helper()
	1136	self.set_model_param_sizer(self.model)
[982e953]	1137	if self.model is None:
	1138	self._set_bookmark_flag(False)
[2657df9]	1139	self._keep.Enable(False)
[982e953]	1140	self._set_save_flag(False)
[3b605bb]	1141	self.enable_disp.SetValue(False)
	1142	self.disable_disp.SetValue(True)
[4043c96]	1143	try:
	1144	self.set_dispers_sizer()
	1145	except:
	1146	pass
[6747217]	1147	self.state.enable_disp = self.enable_disp.GetValue()
	1148	self.state.disable_disp = self.disable_disp.GetValue()
	1149	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	1150	self.state.slit_smearer = self.slit_smearer.GetValue()
	1151
[308fa87]	1152	self.state.structurecombobox = self.structurebox.GetLabel()
[ea5fa58]	1153	self.state.formfactorcombobox = self.formfactorbox.GetLabel()
[6ff97c5]	1154	self.enable_fit_button()
[9237df4]	1155	if self.model != None:
[93f0a862]	1156	self.m_name = self.model.name
	1157	self.state.m_name = self.m_name
[6ff97c5]	1158	self.rename_model()
[07c8630]	1159	self._set_copy_flag(True)
	1160	self._set_paste_flag(True)
[817991b]	1161	if self.data is not None:
[308fa87]	1162	is_data = check_data_validity(self.data)
[817991b]	1163	if is_data:
[940aca7]	1164	self._set_bookmark_flag(not self.batch_on)
	1165	self._keep.Enable(not self.batch_on)
[d40038e]	1166	self._set_save_flag(True)
[64bda1e]	1167	# Reset smearer, model and data
[2d34d55]	1168	if not copy_flag:
	1169	self.disable_smearer.SetValue(True)
	1170	self.enable_smearer.SetValue(False)
[2c60cb69]	1171
	1172	# more disables for 2D
[3fb5e68]	1173	self._set_smear_buttons()
[2c60cb69]	1174
[70c57ebf]	1175	try:
[6bbeacd4]	1176	# update smearer sizer
[db8590a]	1177	#if not self.enable_smearer.GetValue():
	1178	# self.disable_smearer.SetValue(True)
[6bbeacd4]	1179	self.onSmear(None)
[64bda1e]	1180	temp_smear = None
[6ff97c5]	1181	if not self.disable_smearer.GetValue():
[64bda1e]	1182	# Set the smearer environments
[6e4c9fe]	1183	temp_smear = self.current_smearer
[70c57ebf]	1184	except:
[66ff250]	1185	raise
[70c57ebf]	1186	## error occured on chisqr computation
[66ff250]	1187	#pass
[0b12abb5]	1188	## event to post model to fit to fitting plugins
	1189	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
[d9638fd]	1190
[308fa87]	1191	## set smearing value whether or not
[6bbeacd4]	1192	# the data contain the smearing info
[308fa87]	1193	evt = ModelEventbox(model=self.model,
	1194	smearer=temp_smear,
	1195	enable_smearer=not self.disable_smearer.GetValue(),
	1196	qmin=float(self.qmin_x),
	1197	uid=self.uid,
	1198	caption=self.window_caption,
	1199	qmax=float(self.qmax_x))
[6bbeacd4]	1200
	1201	self._manager._on_model_panel(evt=evt)
[075d073]	1202	self.mbox_description.SetLabel("Model [ %s ]"% str(self.model.name))
[dafc36f]	1203	self.mbox_description.SetForegroundColour(wx.BLUE)
[0b12abb5]	1204	self.state.model = self.model.clone()
	1205	self.state.model.name = self.model.name
[88f286d]	1206
[6bbeacd4]	1207	if event != None:
[3595309d]	1208	## post state to fit panel
[308fa87]	1209	new_event = PageInfoEvent(page=self)
	1210	wx.PostEvent(self.parent, new_event)
[9466f2d6]	1211	#update list of plugins if new plugin is available
[ea5fa58]	1212	custom_model = 'Customized Models'
	1213	mod_cat = self.categorybox.GetStringSelection()
	1214	if mod_cat == custom_model:
	1215	temp = self.parent.update_model_list()
	1216	if temp:
	1217	self.model_list_box = temp
	1218	current_val = self.formfactorbox.GetLabel()
	1219	pos = self.formfactorbox.GetSelection()
	1220	self._show_combox_helper()
	1221	self.formfactorbox.SetSelection(pos)
	1222	self.formfactorbox.SetValue(current_val)
[817991b]	1223	# when select a model only from guictr/button
	1224	if is_poly_enabled != None:
	1225	self.enable_disp.SetValue(is_poly_enabled)
	1226	self.disable_disp.SetValue(not is_poly_enabled)
	1227	self._set_dipers_Param(event=None)
	1228	self.state.enable_disp = self.enable_disp.GetValue()
	1229	self.state.disable_disp = self.disable_disp.GetValue()
	1230
	1231	# Keep the previous param values
[d682c92]	1232	if copy_flag:
[817991b]	1233	self.get_paste_params(copy_flag)
[db8590a]	1234	wx.CallAfter(self._onDraw, None)
[2d34d55]	1235
[0145a25]	1236	else:
[7fd4afd]	1237	self._draw_model()
[1345f2f]	1238
	1239	if self.batch_on:
	1240	self.slit_smearer.Enable(False)
	1241	self.pinhole_smearer.Enable(False)
[308fa87]	1242	self.btEditMask.Disable()
[054f004]	1243	self.EditMask_title.Disable()
[1345f2f]	1244
[308fa87]	1245	self.Show(True)
[ce92ded]	1246	self.SetupScrolling()
[dbbdf11]	1247
[308fa87]	1248	def _onparamEnter(self, event):
	1249	"""
[5062bbf]	1250	when enter value on panel redraw model according to changed
[dd5949d]	1251	"""
[308fa87]	1252	if self.model == None:
	1253	msg = "Please select a Model first..."
[4470b10]	1254	wx.MessageBox(msg, 'Info')
	1255	return
	1256
[51a71a3]	1257	#default flag
[7975f2b]	1258	flag = False
[51a71a3]	1259	self.fitrange = True
	1260	#get event object
[dce84c0]	1261	tcrtl = event.GetEventObject()
[edd166b]	1262	#Clear msg if previously shown.
[308fa87]	1263	msg = ""
[ae84427]	1264	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[c99a6c5]	1265
[7975f2b]	1266	if check_float(tcrtl):
[308fa87]	1267	flag = self._onparamEnter_helper()
[bf5e985]	1268	self.show_npts2fit()
[308fa87]	1269	if self.fitrange:
[51a71a3]	1270	temp_smearer = None
	1271	if not self.disable_smearer.GetValue():
[308fa87]	1272	temp_smearer = self.current_smearer
	1273	## set smearing value whether or not
[d7b7156]	1274	# the data contain the smearing info
[51a71a3]	1275	if self.slit_smearer.GetValue():
	1276	flag1 = self.update_slit_smear()
	1277	flag = flag or flag1
	1278	elif self.pinhole_smearer.GetValue():
	1279	flag1 = self.update_pinhole_smear()
	1280	flag = flag or flag1
[308fa87]	1281	elif self.data.__class__.__name__ != "Data2D" and \
[ba1f0b2]	1282	not self.enable2D:
[308fa87]	1283	self._manager.set_smearer(smearer=temp_smearer,
[6ff97c5]	1284	fid=self.data.id,
[66ff250]	1285	uid=self.uid,
[308fa87]	1286	qmin=float(self.qmin_x),
	1287	qmax=float(self.qmax_x),
[6ff97c5]	1288	enable_smearer=not self.disable_smearer.GetValue(),
[308fa87]	1289	draw=True)
	1290	if flag:
[f72333f]	1291	#self.compute_chisqr(smearer= temp_smearer)
[51a71a3]	1292
	1293	## new state posted
	1294	if self.state_change:
	1295	#self._undo.Enable(True)
[308fa87]	1296	event = PageInfoEvent(page=self)
[51a71a3]	1297	wx.PostEvent(self.parent, event)
[308fa87]	1298	self.state_change = False
	1299	else:
	1300	# invalid fit range: do nothing here:
	1301	# msg already displayed in validate
	1302	return
[69bee6d]	1303	else:
[7975f2b]	1304	self.save_current_state()
[308fa87]	1305	msg = "Cannot Plot :Must enter a number!!! "
[ae84427]	1306	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[7609f1a]	1307
[308fa87]	1308	self.save_current_state()
	1309	return
[7609f1a]	1310
[e2f7b92]	1311	def _onparamRangeEnter(self, event):
[920a6e5]	1312	"""
[5062bbf]	1313	Check validity of value enter in the parameters range field
[920a6e5]	1314	"""
[308fa87]	1315	tcrtl = event.GetEventObject()
[edd166b]	1316	#Clear msg if previously shown.
[308fa87]	1317	msg = ""
[ae84427]	1318	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[edd166b]	1319	# Flag to register when a parameter has changed.
	1320	is_modified = False
[308fa87]	1321	if tcrtl.GetValue().lstrip().rstrip() != "":
[920a6e5]	1322	try:
	1323	tcrtl.SetBackgroundColour(wx.WHITE)
[308fa87]	1324	self._check_value_enter(self.fittable_param, is_modified)
	1325	self._check_value_enter(self.parameters, is_modified)
[920a6e5]	1326	except:
	1327	tcrtl.SetBackgroundColour("pink")
[308fa87]	1328	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1329	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1330	return
[920a6e5]	1331	else:
[308fa87]	1332	tcrtl.SetBackgroundColour(wx.WHITE)
[e2f7b92]	1333
[edd166b]	1334	#self._undo.Enable(True)
	1335	self.save_current_state()
[308fa87]	1336	event = PageInfoEvent(page=self)
[edd166b]	1337	wx.PostEvent(self.parent, event)
[308fa87]	1338	self.state_change = False
[3e001f9]	1339
	1340	def qrang_set_focus(self, event=None):
	1341	"""
	1342	ON Qrange focus
	1343	"""
	1344	if event != None:
	1345	event.Skip()
	1346	#tcrtl = event.GetEventObject()
	1347	self._validate_qrange(self.qmin, self.qmax)
	1348
	1349	def qrange_click(self, event):
	1350	"""
	1351	On Qrange textctrl click, make the qrange lines in the plot
	1352	"""
	1353	if event != None:
	1354	event.Skip()
	1355	if self.data.__class__.__name__ == "Data2D":
	1356	return
	1357	is_click = event.LeftDown()
	1358	if is_click:
	1359	d_id = self.data.id
	1360	d_group_id = self.data.group_id
	1361	act_ctrl = event.GetEventObject()
[ae84427]	1362	wx.PostEvent(self._manager.parent,
[3e001f9]	1363	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1364	group_id=d_group_id, leftdown=is_click,
	1365	active=act_ctrl))
	1366
	1367	def on_qrange_text(self, event):
	1368	"""
	1369	#On q range value updated. DO not combine with qrange_click().
	1370	"""
	1371	if event != None:
	1372	event.Skip()
	1373	if self.data.__class__.__name__ == "Data2D":
	1374	return
	1375	act_ctrl = event.GetEventObject()
	1376	d_id = self.data.id
	1377	d_group_id = self.data.group_id
[ae84427]	1378	wx.PostEvent(self._manager.parent,
[3e001f9]	1379	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1380	group_id=d_group_id, leftdown=False,
	1381	active=act_ctrl))
	1382	self._validate_qrange(self.qmin, self.qmax)
	1383
	1384	def on_key(self, event):
	1385	"""
	1386	On Key down
	1387	"""
	1388	event.Skip()
	1389	if self.data.__class__.__name__ == "Data2D":
	1390	return
	1391	ctrl = event.GetEventObject()
	1392	try:
	1393	x_data = float(ctrl.GetValue())
	1394	except:
	1395	return
	1396	key = event.GetKeyCode()
	1397	length = len(self.data.x)
	1398	indx = (numpy.abs(self.data.x - x_data)).argmin()
	1399	#return array.flat[idx]
	1400	if key == wx.WXK_PAGEUP or key == wx.WXK_NUMPAD_PAGEUP:
	1401	indx += 1
	1402	if indx >= length:
	1403	indx = length - 1
	1404	elif key == wx.WXK_PAGEDOWN or key == wx.WXK_NUMPAD_PAGEDOWN:
	1405	indx -= 1
	1406	if indx < 0:
	1407	indx = 0
	1408	else:
	1409	return
	1410	ctrl.SetValue(str(self.data.x[indx]))
	1411	self._validate_qrange(self.qmin, self.qmax)
	1412
[12eac73]	1413	def _onQrangeEnter(self, event):
	1414	"""
[5062bbf]	1415	Check validity of value enter in the Q range field
[12eac73]	1416	"""
[6ff97c5]	1417	tcrtl = event.GetEventObject()
[12eac73]	1418	#Clear msg if previously shown.
[308fa87]	1419	msg = ""
[ae84427]	1420	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[33477fd]	1421	# For theory mode
	1422	if not self.data.is_data:
[d2c4c06]	1423	self.npts_x = self.Npts_total.GetValue()
	1424	self.Npts_fit.SetValue(self.npts_x)
[33477fd]	1425	self.create_default_data()
[12eac73]	1426	# Flag to register when a parameter has changed.
[308fa87]	1427	if tcrtl.GetValue().lstrip().rstrip() != "":
[12eac73]	1428	try:
	1429	tcrtl.SetBackgroundColour(wx.WHITE)
	1430	# If qmin and qmax have been modified, update qmin and qmax
[308fa87]	1431	if self._validate_qrange(self.qmin, self.qmax):
[f95301b]	1432	tempmin = float(self.qmin.GetValue())
[12eac73]	1433	if tempmin != self.qmin_x:
	1434	self.qmin_x = tempmin
	1435	tempmax = float(self.qmax.GetValue())
	1436	if tempmax != self.qmax_x:
	1437	self.qmax_x = tempmax
	1438	else:
	1439	tcrtl.SetBackgroundColour("pink")
[308fa87]	1440	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1441	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1442	return
[12eac73]	1443	except:
	1444	tcrtl.SetBackgroundColour("pink")
[308fa87]	1445	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1446	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1447	return
[12eac73]	1448	#Check if # of points for theory model are valid(>0).
[51a71a3]	1449	# check for 2d
[6ff97c5]	1450	if self.data.__class__.__name__ == "Data2D" or \
	1451	self.enable2D:
[308fa87]	1452	# set mask
	1453	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
	1454	self.data.qy_data * self.data.qy_data)
	1455	index_data = ((self.qmin_x <= radius) & \
	1456	(radius <= self.qmax_x))
	1457	index_data = (index_data) & (self.data.mask)
	1458	index_data = (index_data) & (numpy.isfinite(self.data.data))
[6ff97c5]	1459	if len(index_data[index_data]) < 10:
	1460	msg = "Cannot Plot :No or too little npts in"
	1461	msg += " that data range!!! "
[ae84427]	1462	wx.PostEvent(self._manager.parent,
[6ff97c5]	1463	StatusEvent(status=msg))
	1464	return
[51a71a3]	1465	else:
[3b70cc7]	1466	#self.data.mask = index_data
[6ff97c5]	1467	#self.Npts_fit.SetValue(str(len(self.data.mask)))
[bf5e985]	1468	self.show_npts2fit()
[0cf97c5]	1469	else:
[308fa87]	1470	index_data = ((self.qmin_x <= self.data.x) & \
[6ff97c5]	1471	(self.data.x <= self.qmax_x))
	1472	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
	1473
	1474	self.npts_x = self.Npts_total.GetValue()
	1475	self.create_default_data()
	1476	self._save_plotting_range()
[12eac73]	1477	else:
[308fa87]	1478	tcrtl.SetBackgroundColour("pink")
	1479	msg = "Model Error:wrong value entered!!!"
[ae84427]	1480	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[12eac73]	1481
[f72333f]	1482	self._draw_model()
[12eac73]	1483	self.save_current_state()
[308fa87]	1484	event = PageInfoEvent(page=self)
[12eac73]	1485	wx.PostEvent(self.parent, event)
[308fa87]	1486	self.state_change = False
[51a71a3]	1487	return
[5062bbf]	1488
[edd166b]	1489	def _clear_Err_on_Fit(self):
	1490	"""
[308fa87]	1491	hide the error text control shown
[5062bbf]	1492	after fitting
[edd166b]	1493	"""
[9e11cf5]	1494
[ce92ded]	1495	if self.is_mac:
	1496	return
[308fa87]	1497	if hasattr(self, "text2_3"):
[edd166b]	1498	self.text2_3.Hide()
	1499
[308fa87]	1500	if len(self.parameters) > 0:
[edd166b]	1501	for item in self.parameters:
[940aca7]	1502	if item[0].IsShown():
[9e11cf5]	1503	#Skip the angle parameters if 1D data
[940aca7]	1504	if self.data.__class__.__name__ != "Data2D" and \
	1505	not self.enable2D:
	1506	if item in self.orientation_params:
	1507	continue
	1508	if item in self.param_toFit:
[edd166b]	1509	continue
[940aca7]	1510	## hide statictext +/-
	1511	if len(item) < 4:
	1512	continue
	1513	if item[3] != None and item[3].IsShown():
	1514	item[3].Hide()
	1515	## hide textcrtl for error after fit
	1516	if item[4] != None and item[4].IsShown():
	1517	item[4].Hide()
[7975f2b]	1518
[308fa87]	1519	if len(self.fittable_param) > 0:
[edd166b]	1520	for item in self.fittable_param:
[940aca7]	1521	if item[0].IsShown():
[9e11cf5]	1522	#Skip the angle parameters if 1D data
[940aca7]	1523	if self.data.__class__.__name__ != "Data2D" and \
	1524	not self.enable2D:
	1525	if item in self.orientation_params:
	1526	continue
	1527	if item in self.param_toFit:
[edd166b]	1528	continue
[940aca7]	1529	if len(item) < 4:
	1530	continue
	1531	## hide statictext +/-
	1532	if item[3] != None and item[3].IsShown():
	1533	item[3].Hide()
	1534	## hide textcrtl for error after fit
	1535	if item[4] != None and item[4].IsShown():
	1536	item[4].Hide()
[308fa87]	1537	return
[920a6e5]	1538
[7609f1a]	1539	def _get_defult_custom_smear(self):
	1540	"""
[5062bbf]	1541	Get the defult values for custum smearing.
[7609f1a]	1542	"""
	1543	# get the default values
[308fa87]	1544	if self.dxl == None:
	1545	self.dxl = 0.0
	1546	if self.dxw == None:
	1547	self.dxw = ""
	1548	if self.dx_min == None:
	1549	self.dx_min = SMEAR_SIZE_L
	1550	if self.dx_max == None:
	1551	self.dx_max = SMEAR_SIZE_H
[7609f1a]	1552
	1553	def _get_smear_info(self):
	1554	"""
[5062bbf]	1555	Get the smear info from data.
	1556
[308fa87]	1557	:return: self.smear_type, self.dq_l and self.dq_r,
	1558	respectively the type of the smear, dq_min and
	1559	dq_max for pinhole smear data
[7609f1a]	1560	while dxl and dxw for slit smear
	1561	"""
	1562	# default
	1563	self.smear_type = None
	1564	self.dq_l = None
	1565	self.dq_r = None
[f72333f]	1566	data = self.data
	1567	if self.data is None:
[7609f1a]	1568	return
[308fa87]	1569	elif self.data.__class__.__name__ == "Data2D" or \
	1570	self.enable2D:
	1571	if data.dqx_data == None or data.dqy_data == None:
[f72333f]	1572	return
[308fa87]	1573	elif self.current_smearer != None \
	1574	and data.dqx_data.any() != 0 \
	1575	and data.dqx_data.any() != 0:
[f72333f]	1576	self.smear_type = "Pinhole2d"
[308fa87]	1577	self.dq_l = format_number(numpy.average(data.dqx_data))
	1578	self.dq_r = format_number(numpy.average(data.dqy_data))
	1579	return
	1580	else:
[f72333f]	1581	return
[7609f1a]	1582	# check if it is pinhole smear and get min max if it is.
[308fa87]	1583	if data.dx != None and all(data.dx != 0):
	1584	self.smear_type = "Pinhole"
[f72333f]	1585	self.dq_l = data.dx[0]
	1586	self.dq_r = data.dx[-1]
[7609f1a]	1587
	1588	# check if it is slit smear and get min max if it is.
[308fa87]	1589	elif data.dxl != None or data.dxw != None:
	1590	self.smear_type = "Slit"
	1591	if data.dxl != None and all(data.dxl != 0):
[7609f1a]	1592	self.dq_l = data.dxl[0]
[308fa87]	1593	if data.dxw != None and all(data.dxw != 0):
	1594	self.dq_r = data.dxw[0]
	1595	#return self.smear_type,self.dq_l,self.dq_r
[7609f1a]	1596
[308fa87]	1597	def _show_smear_sizer(self):
[7609f1a]	1598	"""
[5062bbf]	1599	Show only the sizers depending on smear selection
[7609f1a]	1600	"""
[f72333f]	1601	# smear disabled
[7609f1a]	1602	if self.disable_smearer.GetValue():
	1603	self.smear_description_none.Show(True)
[f72333f]	1604	# 2Dsmear
	1605	elif self._is_2D():
	1606	self.smear_description_accuracy_type.Show(True)
	1607	self.smear_accuracy.Show(True)
	1608	self.smear_description_accuracy_type.Show(True)
	1609	self.smear_description_2d.Show(True)
	1610	self.smear_description_2d_x.Show(True)
	1611	self.smear_description_2d_y.Show(True)
	1612	if self.pinhole_smearer.GetValue():
	1613	self.smear_pinhole_min.Show(True)
	1614	self.smear_pinhole_max.Show(True)
	1615	# smear from data
[7609f1a]	1616	elif self.enable_smearer.GetValue():
[f72333f]	1617
[7609f1a]	1618	self.smear_description_dqdata.Show(True)
	1619	if self.smear_type != None:
	1620	self.smear_description_smear_type.Show(True)
	1621	if self.smear_type == 'Slit':
	1622	self.smear_description_slit_height.Show(True)
[308fa87]	1623	self.smear_description_slit_width.Show(True)
[7609f1a]	1624	elif self.smear_type == 'Pinhole':
	1625	self.smear_description_pin_min.Show(True)
	1626	self.smear_description_pin_max.Show(True)
[f72333f]	1627	self.smear_description_smear_type.Show(True)
	1628	self.smear_description_type.Show(True)
[7609f1a]	1629	self.smear_data_left.Show(True)
	1630	self.smear_data_right.Show(True)
[f72333f]	1631	# custom pinhole smear
[7609f1a]	1632	elif self.pinhole_smearer.GetValue():
[f72333f]	1633	if self.smear_type == 'Pinhole':
	1634	self.smear_message_new_p.Show(True)
	1635	self.smear_description_pin_min.Show(True)
	1636	self.smear_description_pin_max.Show(True)
	1637
[7609f1a]	1638	self.smear_pinhole_min.Show(True)
	1639	self.smear_pinhole_max.Show(True)
[f72333f]	1640	# custom slit smear
[7609f1a]	1641	elif self.slit_smearer.GetValue():
	1642	self.smear_message_new_s.Show(True)
	1643	self.smear_description_slit_height.Show(True)
	1644	self.smear_slit_height.Show(True)
	1645	self.smear_description_slit_width.Show(True)
	1646	self.smear_slit_width.Show(True)
	1647
	1648	def _hide_all_smear_info(self):
	1649	"""
[5062bbf]	1650	Hide all smearing messages in the set_smearer sizer
[7609f1a]	1651	"""
	1652	self.smear_description_none.Hide()
	1653	self.smear_description_dqdata.Hide()
	1654	self.smear_description_type.Hide()
	1655	self.smear_description_smear_type.Hide()
[f72333f]	1656	self.smear_description_accuracy_type.Hide()
	1657	self.smear_description_2d_x.Hide()
	1658	self.smear_description_2d_y.Hide()
[7609f1a]	1659	self.smear_description_2d.Hide()
[f72333f]	1660
	1661	self.smear_accuracy.Hide()
[7609f1a]	1662	self.smear_data_left.Hide()
	1663	self.smear_data_right.Hide()
	1664	self.smear_description_pin_min.Hide()
	1665	self.smear_pinhole_min.Hide()
	1666	self.smear_description_pin_max.Hide()
	1667	self.smear_pinhole_max.Hide()
	1668	self.smear_description_slit_height.Hide()
	1669	self.smear_slit_height.Hide()
	1670	self.smear_description_slit_width.Hide()
	1671	self.smear_slit_width.Hide()
	1672	self.smear_message_new_p.Hide()
	1673	self.smear_message_new_s.Hide()
	1674
[f72333f]	1675	def _set_accuracy_list(self):
	1676	"""
[308fa87]	1677	Set the list of an accuracy in 2D custum smear:
	1678	Xhigh, High, Med, or Low
[f72333f]	1679	"""
	1680	# list of accuracy choices
[308fa87]	1681	list = ['Low', 'Med', 'High', 'Xhigh']
[f72333f]	1682	for idx in range(len(list)):
[308fa87]	1683	self.smear_accuracy.Append(list[idx], idx)
[f72333f]	1684
[308fa87]	1685	def _set_fun_box_list(self, fun_box):
[fb59ed9]	1686	"""
	1687	Set the list of func for multifunctional models
	1688	"""
	1689	# Check if it is multi_functional model
[8960479]	1690	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
	1691	and not self.temp_multi_functional:
[fb59ed9]	1692	return None
	1693	# Get the func name list
	1694	list = self.model.fun_list
	1695	if len(list) == 0:
	1696	return None
	1697	# build function (combo)box
	1698	ind = 0
	1699	while(ind < len(list)):
	1700	for key, val in list.iteritems():
	1701	if (val == ind):
[308fa87]	1702	fun_box.Append(key, val)
[fb59ed9]	1703	break
	1704	ind += 1
	1705
[308fa87]	1706	def _on_select_accuracy(self, event):
[f72333f]	1707	"""
[5062bbf]	1708	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
[f72333f]	1709	"""
	1710	#event.Skip()
[4fbc93e]	1711	# Check if the accuracy is same as before
	1712	#self.smear2d_accuracy = event.GetEventObject().GetValue()
	1713	self.smear2d_accuracy = self.smear_accuracy.GetValue()
[f72333f]	1714	if self.pinhole_smearer.GetValue():
	1715	self.onPinholeSmear(event=None)
[308fa87]	1716	else:
[4fbc93e]	1717	self.onSmear(event=None)
	1718	if self.current_smearer != None:
[075d073]	1719	self.current_smearer.set_accuracy(accuracy=\
	1720	self.smear2d_accuracy)
[f72333f]	1721	event.Skip()
[fb59ed9]	1722
[308fa87]	1723	def _on_fun_box(self, event):
[fb59ed9]	1724	"""
	1725	Select an func: Erf,Rparabola,LParabola
	1726	"""
	1727	fun_val = None
	1728	fun_box = event.GetEventObject()
	1729	name = fun_box.Name
	1730	value = fun_box.GetValue()
[308fa87]	1731	if value in self.model.fun_list:
[fb59ed9]	1732	fun_val = self.model.fun_list[value]
	1733
[308fa87]	1734	self.model.setParam(name, fun_val)
[fb59ed9]	1735	# save state
[308fa87]	1736	self._copy_parameters_state(self.str_parameters,
[d7b7156]	1737	self.state.str_parameters)
[fb59ed9]	1738	# update params
[308fa87]	1739	self._update_paramv_on_fit()
[fb59ed9]	1740	# draw
	1741	self._draw_model()
	1742	self.Refresh()
	1743	# get ready for new event
	1744	event.Skip()
[4fbc93e]	1745
[308fa87]	1746	def _onMask(self, event):
[51a71a3]	1747	"""
[5062bbf]	1748	Build a panel to allow to edit Mask
[51a71a3]	1749	"""
[79492222]	1750	from sas.guiframe.local_perspectives.plotting.masking \
[d7b7156]	1751	import MaskPanel as MaskDialog
[51a71a3]	1752
[25952cd]	1753	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
[51a71a3]	1754	self.panel.ShowModal()
	1755
[c365765]	1756	def _draw_masked_model(self, event):
[f72333f]	1757	"""
	1758	Draw model image w/mask
	1759	"""
[51a71a3]	1760	is_valid_qrange = self._update_paramv_on_fit()
[247cb58]	1761
[6d03e00]	1762	if is_valid_qrange and self.model != None:
[c365765]	1763	self.panel.MakeModal(False)
[308fa87]	1764	event.Skip()
[247cb58]	1765	# try re draw the model plot if it exists
[2e51013]	1766	self._draw_model()
[bf5e985]	1767	self.show_npts2fit()
[247cb58]	1768	elif self.model == None:
[c365765]	1769	self.panel.MakeModal(False)
	1770	event.Skip()
[bf5e985]	1771	self.show_npts2fit()
[308fa87]	1772	msg = "No model is found on updating MASK in the model plot... "
[ae84427]	1773	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[51a71a3]	1774	else:
[c365765]	1775	event.Skip()
[247cb58]	1776	msg = ' Please consider your Q range, too.'
[51a71a3]	1777	self.panel.ShowMessage(msg)
[48bab15]	1778
[6bbeacd4]	1779	def _set_smear(self, data):
	1780	"""
[075d073]	1781	Set_smear
[6bbeacd4]	1782	"""
	1783	if data is None:
	1784	return
[6e4c9fe]	1785	self.current_smearer = smear_selection(data, self.model)
[308fa87]	1786	flag = self.disable_smearer.GetValue()
[9c1af44]	1787	self.disable_smearer.SetValue(flag)
[6e4c9fe]	1788	if self.current_smearer == None:
[6bbeacd4]	1789	self.enable_smearer.Disable()
	1790	else:
	1791	self.enable_smearer.Enable()
[9c1af44]	1792	if not flag:
	1793	self.onSmear(None)
[f6aee42]	1794
	1795	def _mac_sleep(self, sec=0.2):
	1796	"""
	1797	Give sleep to MAC
	1798	"""
	1799	if self.is_mac:
	1800	time.sleep(sec)
	1801
[a5701e6]	1802	def get_view_mode(self):
	1803	"""
	1804	return True if the panel allow 2D or False if 1D
	1805	"""
	1806	return self.enable2D
	1807
[a6d3553]	1808	def compute_data_set_range(self, data_list):
[4225aed]	1809	"""
	1810	find the range that include all data in the set
	1811	return the minimum and the maximum values
	1812	"""
[a6d3553]	1813	if data_list is not None and data_list != []:
	1814	for data in data_list:
	1815	qmin, qmax, npts = self.compute_data_range(data)
	1816	self.qmin_data_set = min(self.qmin_data_set, qmin)
	1817	self.qmax_data_set = max(self.qmax_data_set, qmax)
	1818	self.npts_data_set += npts
	1819	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
[4225aed]	1820
[75daa79]	1821	def compute_data_range(self, data):
	1822	"""
	1823	compute the minimum and the maximum range of the data
	1824	return the npts contains in data
	1825	:param data:
	1826	"""
	1827	qmin, qmax, npts = None, None, None
	1828	if data is not None:
[308fa87]	1829	if not hasattr(data, "data"):
[83b81b8]	1830	try:
	1831	qmin = min(data.x)
	1832	# Maximum value of data
	1833	qmax = max(data.x)
	1834	npts = len(data.x)
	1835	except:
	1836	msg = "Unable to find min/max/length of \n data named %s"% \
	1837	data.filename
	1838	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1839	info="error"))
	1840	raise ValueError, msg
	1841
[75daa79]	1842	else:
	1843	qmin = 0
[83b81b8]	1844	try:
	1845	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
	1846	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
	1847	except:
	1848	msg = "Unable to find min/max of \n data named %s"% \
	1849	data.filename
	1850	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1851	info="error"))
	1852	raise ValueError, msg
[308fa87]	1853	## Maximum value of data
	1854	qmax = math.sqrt(x * x + y * y)
[75daa79]	1855	npts = len(data.data)
	1856	return qmin, qmax, npts
	1857
[9237df4]	1858	def set_data(self, data):
[882a912]	1859	"""
[308fa87]	1860	reset the current data
[882a912]	1861	"""
[cc31608]	1862	id = None
[6bbeacd4]	1863	flag = False
[5e48acb]	1864	is_data = False
[b11e127]	1865	try:
	1866	old_id = self.data.id
	1867	old_group_id = self.data.group_id
	1868	except:
	1869	old_id = id
	1870	old_group_id = id
[6ff97c5]	1871	if self.data is not None:
[308fa87]	1872	is_data = check_data_validity(self.data)
[5e48acb]	1873	if not is_data and data is not None:
[6ff97c5]	1874	flag = True
[cc31608]	1875	if data is not None:
	1876	id = data.id
[5e48acb]	1877	if is_data:
	1878	self.graph_id = self.data.group_id
[cc31608]	1879	flag = (data.id != self.data.id)
[9237df4]	1880	self.data = data
[5e48acb]	1881	if check_data_validity(data):
	1882	self.graph_id = data.group_id
	1883	self.data.group_id = self.graph_id
	1884
[9237df4]	1885	if self.data is None:
	1886	data_name = ""
[982e953]	1887	self._set_bookmark_flag(False)
[2657df9]	1888	self._keep.Enable(False)
[982e953]	1889	self._set_save_flag(False)
[9237df4]	1890	else:
[1258aa3]	1891	if self.model != None:
[940aca7]	1892	self._set_bookmark_flag(not self.batch_on)
	1893	self._keep.Enable(not self.batch_on)
[3e001f9]	1894	if self.data.is_data:
	1895	self._set_save_flag(True)
	1896	self._set_preview_flag(True)
[ba1f0b2]	1897
[6bbeacd4]	1898	self._set_smear(data)
[7609f1a]	1899	# more disables for 2D
[308fa87]	1900	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	1901	self.enable2D:
[7609f1a]	1902	self.slit_smearer.Disable()
[308fa87]	1903	self.pinhole_smearer.Enable(True)
[51a71a3]	1904	self.default_mask = copy.deepcopy(self.data.mask)
[55bb249c]	1905	if self.data.err_data == None or\
	1906	(self.data.err_data == 1).all() or\
	1907	(self.data.err_data == 0).all():
	1908	self.dI_didata.Enable(False)
	1909	self.dI_noweight.SetValue(True)
	1910	self.weightbt_string = self.dI_noweight.GetLabelText()
	1911	else:
	1912	self.dI_didata.Enable(True)
	1913	self.dI_didata.SetValue(True)
	1914	self.weightbt_string = self.dI_didata.GetLabelText()
[0f8f831]	1915	else:
[308fa87]	1916	self.slit_smearer.Enable(True)
	1917	self.pinhole_smearer.Enable(True)
[55bb249c]	1918	if self.data.dy == None or\
	1919	(self.data.dy == 1).all() or\
	1920	(self.data.dy == 0).all():
	1921	self.dI_didata.Enable(False)
	1922	self.dI_noweight.SetValue(True)
	1923	self.weightbt_string = self.dI_noweight.GetLabelText()
	1924	else:
	1925	self.dI_didata.Enable(True)
	1926	self.dI_didata.SetValue(True)
	1927	self.weightbt_string = self.dI_didata.GetLabelText()
[308fa87]	1928	# Enable weighting radio uttons
	1929	self.dI_noweight.Enable(True)
[55bb249c]	1930	self.dI_sqrdata.Enable(True)
	1931	self.dI_idata.Enable(True)
	1932
[ea5fa58]	1933	self.formfactorbox.Enable()
[ffa69b6]	1934	self.structurebox.Enable()
[9237df4]	1935	data_name = self.data.name
[308fa87]	1936	_, _, npts = self.compute_data_range(self.data)
[9237df4]	1937	#set maximum range for x in linear scale
[308fa87]	1938	if not hasattr(self.data, "data"): # Display only for 1D data fit
	1939	self.btEditMask.Disable()
[19403da]	1940	self.EditMask_title.Disable()
[9237df4]	1941	else:
[308fa87]	1942	self.btEditMask.Enable()
	1943	self.EditMask_title.Enable()
[dafc36f]	1944
[75daa79]	1945	self.Npts_total.SetValue(str(npts))
	1946	#default:number of data points selected to fit
	1947	self.Npts_fit.SetValue(str(npts))
[e9875db]	1948	self.Npts_total.SetEditable(False)
	1949	self.Npts_total.SetBackgroundColour(\
	1950	self.GetParent().GetBackgroundColour())
	1951
[bc0e08d]	1952	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
[cb270ad2]	1953	self.pointsbox.Disable()
[9237df4]	1954	self.dataSource.SetValue(data_name)
[ffa69b6]	1955	self.state.data = data
[6ff97c5]	1956	self.enable_fit_button()
[308fa87]	1957	# send graph_id to page_finder
[5e48acb]	1958	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
[dafc36f]	1959	#focus the page
	1960	if check_data_validity(data):
	1961	self.data_box_description.SetForegroundColour(wx.BLUE)
[1345f2f]	1962
	1963	if self.batch_on:
	1964	self.slit_smearer.Enable(False)
	1965	self.pinhole_smearer.Enable(False)
[308fa87]	1966	self.btEditMask.Disable()
[f3f6746]	1967	self.EditMask_title.Disable()
	1968
[4679e16]	1969	self.on_set_focus(None)
[dafc36f]	1970	self.Refresh()
[6bbeacd4]	1971	#update model plot with new data information
	1972	if flag:
[e2f0554]	1973	#set model view button
[269df2b]	1974	if not self.enable_smearer.GetValue():
	1975	self.disable_smearer.SetValue(True)
	1976	self.onSmear(None)
	1977
[e2f0554]	1978	if self.data.__class__.__name__ == "Data2D":
	1979	self.enable2D = True
	1980	self.model_view.SetLabel("2D Mode")
	1981	else:
	1982	self.enable2D = False
	1983	self.model_view.SetLabel("1D Mode")
	1984	self.model_view.Disable()
[cc31608]	1985	#replace data plot on combo box selection
	1986	#by removing the previous selected data
[b11e127]	1987	try:
	1988	wx.PostEvent(self._manager.parent,
[ae84427]	1989	NewPlotEvent(action="delete",
[b11e127]	1990	group_id=old_group_id, id=old_id))
	1991	except:
	1992	pass
[cc31608]	1993	#plot the current selected data
[308fa87]	1994	wx.PostEvent(self._manager.parent,
[940aca7]	1995	NewPlotEvent(action="check", plot=self.data,
[308fa87]	1996	title=str(self.data.title)))
[6bbeacd4]	1997	self._draw_model()
[515bf4f]	1998
[e9875db]	1999	def _npts_click(self, event):
	2000	"""
	2001	Prevent further handling of the mouse event on Npts_total
	2002	by not calling Skip().
[308fa87]	2003	"""
[e9875db]	2004	pass
	2005
[308fa87]	2006	def reset_page(self, state, first=False):
[a074145]	2007	"""
[5062bbf]	2008	reset the state
[a074145]	2009	"""
[ae4c139]	2010	try:
	2011	self.reset_page_helper(state)
	2012
	2013	self.select_param(event=None)
	2014	#Save state_fit
	2015	self.save_current_state_fit()
	2016	except:
	2017	self._show_combox_helper()
	2018	msg = "Error: This model state has missing or outdated "
	2019	msg += "information.\n"
	2020	msg += "%s"% (sys.exc_value)
[ae84427]	2021	wx.PostEvent(self._manager.parent,
[ae4c139]	2022	StatusEvent(status=msg, info="error"))
[7975f2b]	2023	self._lay_out()
[c985bef]	2024	self.Refresh()
[edd166b]	2025
[2140e68]	2026	def get_range(self):
	2027	"""
[5062bbf]	2028	return the fitting range
[2140e68]	2029	"""
[308fa87]	2030	return float(self.qmin_x), float(self.qmax_x)
[7975f2b]	2031
	2032	def get_npts2fit(self):
	2033	"""
[5062bbf]	2034	return numbers of data points within qrange
	2035
	2036	:Note: This is for Park where chi2 is not normalized by Npts of fit
	2037
[7975f2b]	2038	"""
[6bbeacd4]	2039	if self.data is None:
	2040	return
[7975f2b]	2041	npts2fit = 0
[308fa87]	2042	qmin, qmax = self.get_range()
[ba1f0b2]	2043	if self.data.__class__.__name__ == "Data2D" or \
	2044	self.enable2D:
[308fa87]	2045	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
	2046	self.data.qy_data * self.data.qy_data)
	2047	index_data = (self.qmin_x <= radius) & (radius <= self.qmax_x)
	2048	index_data = (index_data) & (self.data.mask)
	2049	index_data = (index_data) & (numpy.isfinite(self.data.data))
[51a71a3]	2050	npts2fit = len(self.data.data[index_data])
[7975f2b]	2051	else:
	2052	for qx in self.data.x:
[308fa87]	2053	if qx >= qmin and qx <= qmax:
	2054	npts2fit += 1
[7975f2b]	2055	return npts2fit
	2056
[bf5e985]	2057	def show_npts2fit(self):
[51a71a3]	2058	"""
[308fa87]	2059	setValue Npts for fitting
[51a71a3]	2060	"""
	2061	self.Npts_fit.SetValue(str(self.get_npts2fit()))
	2062
[c69b6d5]	2063	def get_chi2(self):
	2064	"""
[5062bbf]	2065	return the current chi2
[c69b6d5]	2066	"""
[2012eae]	2067	return self.tcChi.GetValue()
[c77d859]	2068
[2296316]	2069	def onsetValues(self, chisqr, p_name, out, cov):
[c77d859]	2070	"""
[5062bbf]	2071	Build the panel from the fit result
	2072
	2073	:param chisqr: Value of the goodness of fit metric
	2074	:param p_name: the name of parameters
	2075	:param out: list of parameter with the best value found during fitting
	2076	:param cov: Covariance matrix
	2077
[c77d859]	2078	"""
[9e11cf5]	2079
[80f56a3]	2080	# make sure stop button to fit button all the time
	2081	self._on_fit_complete()
[edd166b]	2082	if out == None or not numpy.isfinite(chisqr):
[ac2b835]	2083	raise ValueError, "Fit error occured..."
[edd166b]	2084
	2085	is_modified = False
[308fa87]	2086	has_error = False
	2087	dispersity = ''
[7975f2b]	2088
	2089	#Hide textctrl boxes of errors.
[308fa87]	2090	self._clear_Err_on_Fit()
[7975f2b]	2091
	2092	#Check if chi2 is finite
[2296316]	2093	if chisqr != None and numpy.isfinite(chisqr):
[308fa87]	2094	#format chi2
	2095	chi2 = format_number(chisqr, True)
	2096	self.tcChi.SetValue(chi2)
	2097	self.tcChi.Refresh()
[7975f2b]	2098	else:
[2012eae]	2099	self.tcChi.SetValue("-")
[c13b8cc]	2100
[edd166b]	2101	#Hide error title
[ce92ded]	2102	if self.text2_3.IsShown() and not self.is_mac:
	2103	self.text2_3.Hide()
[edd166b]	2104
[e473e4f5]	2105	try:
[2296316]	2106	if self.enable_disp.GetValue():
[308fa87]	2107	if hasattr(self, "text_disp_1"):
[ce92ded]	2108	if self.text_disp_1 != None and not self.is_mac:
[2296316]	2109	self.text_disp_1.Hide()
[e473e4f5]	2110	except:
[bd0a098e]	2111	dispersity = None
[e473e4f5]	2112	pass
[6a4002d]	2113
	2114	i = 0
	2115	#Set the panel when fit result are list
[9e11cf5]	2116
[308fa87]	2117	for item in self.param_toFit:
	2118	if len(item) > 5 and item != None:
[9e11cf5]	2119
[940aca7]	2120	if item[0].IsShown():
	2121	## reset error value to initial state
	2122	if not self.is_mac:
	2123	item[3].Hide()
	2124	item[4].Hide()
	2125	for ind in range(len(out)):
	2126	if item[1] == p_name[ind]:
	2127	break
	2128	if len(out) > 0 and out[ind] != None:
	2129	val_out = format_number(out[ind], True)
	2130	item[2].SetValue(val_out)
	2131
	2132	if(cov != None and len(cov) == len(out)):
	2133	try:
	2134	if dispersity != None:
	2135	if self.enable_disp.GetValue():
	2136	if hasattr(self, "text_disp_1"):
	2137	if self.text_disp_1 != None:
	2138	if not self.text_disp_1.IsShown()\
	2139	and not self.is_mac:
	2140	self.text_disp_1.Show(True)
	2141	except:
	2142	pass
	2143
	2144	if cov[ind] != None:
	2145	if numpy.isfinite(float(cov[ind])):
	2146	val_err = format_number(cov[ind], True)
	2147	if not self.is_mac:
	2148	item[3].Show(True)
	2149	item[4].Show(True)
[9e11cf5]	2150	item[4].SetForegroundColour(wx.BLACK)
	2151	item[4].SetValue(val_err)
	2152	has_error = True
	2153	else:
	2154	val_err = 'NaN'
	2155	if not self.is_mac:
	2156	item[3].Show(True)
	2157	item[4].Show(True)
	2158	item[4].SetForegroundColour(wx.RED)
[940aca7]	2159	item[4].SetValue(val_err)
	2160	has_error = True
[308fa87]	2161	i += 1
[940aca7]	2162	else:
	2163	raise ValueError, "onsetValues: Invalid parameters..."
[c99a6c5]	2164	#Show error title when any errors displayed
[308fa87]	2165	if has_error:
[c99a6c5]	2166	if not self.text2_3.IsShown():
[308fa87]	2167	self.text2_3.Show(True)
	2168	## save current state
	2169	self.save_current_state()
[c4d723b]	2170
[3821f64]	2171	if not self.is_mac:
[308fa87]	2172	self.Layout()
	2173	self.Refresh()
	2174	self._mac_sleep(0.1)
[37290c4]	2175	#plot model ( when drawing, do not update chisqr value again)
[308fa87]	2176	self._draw_model(update_chisqr=False, source='fit')
[55bb249c]	2177
	2178	def onWeighting(self, event):
	2179	"""
	2180	On Weighting radio button event, sets the weightbt_string
	2181	"""
	2182	self.weightbt_string = event.GetEventObject().GetLabelText()
[3fb5e68]	2183	self._set_weight()
	2184
	2185	def _set_weight(self, is_2D=None):
	2186	"""
	2187	Set weight in fit problem
	2188	"""
[342dc442]	2189	# compute weight for the current data
[b9a5f0e]	2190	from sas.perspectives.fitting.utils import get_weight
[342dc442]	2191	flag_weight = self.get_weight_flag()
[3fb5e68]	2192	if is_2D == None:
	2193	is_2D = self._is_2D()
[308fa87]	2194	weight = get_weight(data=self.data,
	2195	is2d=is_2D,
[342dc442]	2196	flag=flag_weight)
[308fa87]	2197	self._manager.set_fit_weight(uid=self.uid,
	2198	flag=flag_weight,
	2199	is2d=is_2D,
[342dc442]	2200	fid=None)
[55bb249c]	2201
[7609f1a]	2202	def onPinholeSmear(self, event):
	2203	"""
[5062bbf]	2204	Create a custom pinhole smear object that will change the way residuals
	2205	are compute when fitting
	2206
	2207	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
	2208	None for 1D
	2209
[7609f1a]	2210	"""
[269df2b]	2211	if self.model == None:
[4470b10]	2212	self.disable_smearer.SetValue(True)
[269df2b]	2213	if event == None:
	2214	return
[308fa87]	2215	msg = "Please select a Model first..."
[4470b10]	2216	wx.MessageBox(msg, 'Info')
[308fa87]	2217	wx.PostEvent(self._manager.parent,
	2218	StatusEvent(status="Smear: %s" % msg))
[7609f1a]	2219	return
[4470b10]	2220
[2d409fa]	2221	# Need update param values
[308fa87]	2222	self._update_paramv_on_fit()
[f72333f]	2223
[7609f1a]	2224	# msg default
	2225	msg = None
	2226	if event != None:
[308fa87]	2227	tcrtl = event.GetEventObject()
[7609f1a]	2228	# event case of radio button
[308fa87]	2229	if tcrtl.GetValue() == True:
[7609f1a]	2230	self.dx_min = 0.0
	2231	self.dx_max = 0.0
	2232	is_new_pinhole = True
	2233	else:
	2234	is_new_pinhole = self._is_changed_pinhole()
[d493f66]	2235	else:
[308fa87]	2236	is_new_pinhole = True
[7609f1a]	2237	# if any value is changed
	2238	if is_new_pinhole:
	2239	msg = self._set_pinhole_smear()
[308fa87]	2240	# hide all silt sizer
[7609f1a]	2241	self._hide_all_smear_info()
[f72333f]	2242
[308fa87]	2243	# show relevant slit sizers
[7609f1a]	2244	self._show_smear_sizer()
[f72333f]	2245
[7609f1a]	2246	self.sizer_set_smearer.Layout()
[308fa87]	2247	self.Layout()
[7609f1a]	2248
[308fa87]	2249	if event != None:
	2250	event.Skip()
[7609f1a]	2251	#self._undo.Enable(True)
	2252	self.save_current_state()
[308fa87]	2253	event = PageInfoEvent(page=self)
[7609f1a]	2254	wx.PostEvent(self.parent, event)
	2255
[308fa87]	2256	def _is_changed_pinhole(self):
[7609f1a]	2257	"""
[5062bbf]	2258	check if any of pinhole smear is changed
	2259
	2260	:return: True or False
	2261
[7609f1a]	2262	"""
	2263	# get the values
	2264	pin_min = self.smear_pinhole_min.GetValue()
	2265	pin_max = self.smear_pinhole_max.GetValue()
	2266
[308fa87]	2267	# Check changes in slit width
[7609f1a]	2268	try:
	2269	dx_min = float(pin_min)
	2270	except:
	2271	return True
	2272	if self.dx_min != dx_min:
	2273	return True
	2274
	2275	# Check changes in slit heigth
	2276	try:
	2277	dx_max = float(pin_max)
	2278	except:
	2279	return True
	2280	if self.dx_max != dx_max:
	2281	return True
	2282	return False
	2283
	2284	def _set_pinhole_smear(self):
	2285	"""
[5062bbf]	2286	Set custom pinhole smear
	2287
	2288	:return: msg
	2289
[7609f1a]	2290	"""
	2291	# copy data
	2292	data = copy.deepcopy(self.data)
[f72333f]	2293	if self._is_2D():
	2294	self.smear_type = 'Pinhole2d'
	2295	len_data = len(data.data)
	2296	data.dqx_data = numpy.zeros(len_data)
	2297	data.dqy_data = numpy.zeros(len_data)
	2298	else:
	2299	self.smear_type = 'Pinhole'
	2300	len_data = len(data.x)
	2301	data.dx = numpy.zeros(len_data)
	2302	data.dxl = None
	2303	data.dxw = None
[7609f1a]	2304	msg = None
	2305
	2306	get_pin_min = self.smear_pinhole_min
[308fa87]	2307	get_pin_max = self.smear_pinhole_max
[7609f1a]	2308
[f72333f]	2309	if not check_float(get_pin_min):
	2310	get_pin_min.SetBackgroundColour("pink")
[308fa87]	2311	msg = "Model Error:wrong value entered!!!"
	2312	elif not check_float(get_pin_max):
[f72333f]	2313	get_pin_max.SetBackgroundColour("pink")
[308fa87]	2314	msg = "Model Error:wrong value entered!!!"
[f72333f]	2315	else:
[308fa87]	2316	if len_data < 2:
	2317	len_data = 2
[7609f1a]	2318	self.dx_min = float(get_pin_min.GetValue())
	2319	self.dx_max = float(get_pin_max.GetValue())
[f72333f]	2320	if self.dx_min < 0:
	2321	get_pin_min.SetBackgroundColour("pink")
[308fa87]	2322	msg = "Model Error:This value can not be negative!!!"
	2323	elif self.dx_max < 0:
[f72333f]	2324	get_pin_max.SetBackgroundColour("pink")
[308fa87]	2325	msg = "Model Error:This value can not be negative!!!"
	2326	elif self.dx_min != None and self.dx_max != None:
[f72333f]	2327	if self._is_2D():
[308fa87]	2328	data.dqx_data[data.dqx_data == 0] = self.dx_min
	2329	data.dqy_data[data.dqy_data == 0] = self.dx_max
[f72333f]	2330	elif self.dx_min == self.dx_max:
[308fa87]	2331	data.dx[data.dx == 0] = self.dx_min
	2332	else:
	2333	step = (self.dx_max - self.dx_min) / (len_data - 1)
	2334	data.dx = numpy.arange(self.dx_min,
	2335	self.dx_max + step / 1.1,
	2336	step)
	2337	elif self.dx_min != None:
	2338	if self._is_2D():
	2339	data.dqx_data[data.dqx_data == 0] = self.dx_min
[7609f1a]	2340	else:
[308fa87]	2341	data.dx[data.dx == 0] = self.dx_min
[7609f1a]	2342	elif self.dx_max != None:
[308fa87]	2343	if self._is_2D():
	2344	data.dqy_data[data.dqy_data == 0] = self.dx_max
	2345	else:
	2346	data.dx[data.dx == 0] = self.dx_max
[f867cd9]	2347	self.current_smearer = smear_selection(data, self.model)
[4fbc93e]	2348	# 2D need to set accuracy
[308fa87]	2349	if self._is_2D():
[075d073]	2350	self.current_smearer.set_accuracy(accuracy=\
	2351	self.smear2d_accuracy)
[7609f1a]	2352
[f72333f]	2353	if msg != None:
[308fa87]	2354	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[f72333f]	2355	else:
	2356	get_pin_min.SetBackgroundColour("white")
	2357	get_pin_max.SetBackgroundColour("white")
[7609f1a]	2358	## set smearing value whether or not the data contain the smearing info
[6ff97c5]	2359
[6bbeacd4]	2360	self._manager.set_smearer(smearer=self.current_smearer,
[075d073]	2361	fid=self.data.id,
	2362	qmin=float(self.qmin_x),
	2363	qmax=float(self.qmax_x),
	2364	enable_smearer=not self.disable_smearer.GetValue(),
	2365	uid=self.uid)
[7609f1a]	2366	return msg
	2367
	2368	def update_pinhole_smear(self):
	2369	"""
[5062bbf]	2370	called by kill_focus on pinhole TextCntrl
[308fa87]	2371	to update the changes
[5062bbf]	2372
	2373	:return: False when wrong value was entered
	2374
[7609f1a]	2375	"""
	2376	# msg default
	2377	msg = None
	2378	# check if any value is changed
	2379	if self._is_changed_pinhole():
[308fa87]	2380	msg = self._set_pinhole_smear()
[1363416]	2381	wx.CallAfter(self.save_current_state)
[7609f1a]	2382
	2383	if msg != None:
[308fa87]	2384	return False
[7609f1a]	2385	else:
	2386	return True
	2387
	2388	def onSlitSmear(self, event):
	2389	"""
[5062bbf]	2390	Create a custom slit smear object that will change the way residuals
	2391	are compute when fitting
[7609f1a]	2392	"""
[269df2b]	2393	if self.model == None:
[4470b10]	2394	self.disable_smearer.SetValue(True)
[269df2b]	2395	if event == None:
	2396	return
[308fa87]	2397	msg = "Please select a Model first..."
[4470b10]	2398	wx.MessageBox(msg, 'Info')
[308fa87]	2399	wx.PostEvent(self._manager.parent,
	2400	StatusEvent(status="Smear: %s" % msg))
[7609f1a]	2401	return
[4470b10]	2402
[2d409fa]	2403	# Need update param values
	2404	self._update_paramv_on_fit()
[f72333f]	2405
[7609f1a]	2406	# msg default
	2407	msg = None
	2408	# for event given
	2409	if event != None:
[308fa87]	2410	tcrtl = event.GetEventObject()
[7609f1a]	2411	# event case of radio button
	2412	if tcrtl.GetValue():
	2413	self.dxl = 0.0
	2414	self.dxw = 0.0
	2415	is_new_slit = True
	2416	else:
	2417	is_new_slit = self._is_changed_slit()
[d493f66]	2418	else:
[308fa87]	2419	is_new_slit = True
[4470b10]	2420
[7609f1a]	2421	# if any value is changed
	2422	if is_new_slit:
	2423	msg = self._set_slit_smear()
[4470b10]	2424
[7609f1a]	2425	# hide all silt sizer
[308fa87]	2426	self._hide_all_smear_info()
	2427	# show relevant slit sizers
[7609f1a]	2428	self._show_smear_sizer()
	2429	self.sizer_set_smearer.Layout()
	2430	self.Layout()
[4470b10]	2431
[7609f1a]	2432	if event != None:
[308fa87]	2433	event.Skip()
[7609f1a]	2434	self.save_current_state()
[308fa87]	2435	event = PageInfoEvent(page=self)
[7609f1a]	2436	wx.PostEvent(self.parent, event)
	2437	if msg != None:
[308fa87]	2438	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[7609f1a]	2439
[308fa87]	2440	def _is_changed_slit(self):
[7609f1a]	2441	"""
[5062bbf]	2442	check if any of slit lengths is changed
	2443
	2444	:return: True or False
[4470b10]	2445
[5062bbf]	2446	"""
[7609f1a]	2447	# get the values
	2448	width = self.smear_slit_width.GetValue()
	2449	height = self.smear_slit_height.GetValue()
	2450
[308fa87]	2451	# check and change the box bg color if it was pink
[d7b7156]	2452	# but it should be white now
[7609f1a]	2453	# because this is the case that _set_slit_smear() will not handle
[308fa87]	2454	if height.lstrip().rstrip() == "":
[7609f1a]	2455	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
[308fa87]	2456	if width.lstrip().rstrip() == "":
[7609f1a]	2457	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2458
[308fa87]	2459	# Check changes in slit width
	2460	if width == "":
[7609f1a]	2461	dxw = 0.0
	2462	else:
	2463	try:
	2464	dxw = float(width)
	2465	except:
	2466	return True
	2467	if self.dxw != dxw:
	2468	return True
	2469
	2470	# Check changes in slit heigth
[308fa87]	2471	if height == "":
[7609f1a]	2472	dxl = 0.0
	2473	else:
	2474	try:
	2475	dxl = float(height)
	2476	except:
	2477	return True
	2478	if self.dxl != dxl:
	2479	return True
[4470b10]	2480
[7609f1a]	2481	return False
	2482
	2483	def _set_slit_smear(self):
	2484	"""
[5062bbf]	2485	Set custom slit smear
	2486
	2487	:return: message to inform the user about the validity
	2488	of the values entered for slit smear
[7609f1a]	2489	"""
[308fa87]	2490	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	2491	self.enable2D:
[0b12abb5]	2492	return
[7609f1a]	2493	# make sure once more if it is smearer
	2494	data = copy.deepcopy(self.data)
	2495	data_len = len(data.x)
	2496	data.dx = None
	2497	data.dxl = None
	2498	data.dxw = None
	2499	msg = None
	2500
	2501	try:
	2502	self.dxl = float(self.smear_slit_height.GetValue())
[308fa87]	2503	data.dxl = self.dxl * numpy.ones(data_len)
[7609f1a]	2504	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
[308fa87]	2505	except:
[0d795bf]	2506	self.dxl = None
[7609f1a]	2507	data.dxl = numpy.zeros(data_len)
[308fa87]	2508	if self.smear_slit_height.GetValue().lstrip().rstrip() != "":
[7609f1a]	2509	self.smear_slit_height.SetBackgroundColour("pink")
[308fa87]	2510	msg = "Wrong value entered... "
[7609f1a]	2511	else:
	2512	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2513	try:
	2514	self.dxw = float(self.smear_slit_width.GetValue())
	2515	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[308fa87]	2516	data.dxw = self.dxw * numpy.ones(data_len)
	2517	except:
[0d795bf]	2518	self.dxw = None
[7609f1a]	2519	data.dxw = numpy.zeros(data_len)
[308fa87]	2520	if self.smear_slit_width.GetValue().lstrip().rstrip() != "":
[7609f1a]	2521	self.smear_slit_width.SetBackgroundColour("pink")
	2522	msg = "Wrong Fit value entered... "
	2523	else:
	2524	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[4470b10]	2525
[f867cd9]	2526	self.current_smearer = smear_selection(data, self.model)
[7609f1a]	2527	## set smearing value whether or not the data contain the smearing info
[308fa87]	2528	self._manager.set_smearer(smearer=self.current_smearer,
[6ff97c5]	2529	fid=self.data.id,
[308fa87]	2530	qmin=float(self.qmin_x),
	2531	qmax=float(self.qmax_x),
[6ff97c5]	2532	enable_smearer=not self.disable_smearer.GetValue(),
[308fa87]	2533	uid=self.uid)
[7609f1a]	2534	return msg
	2535
	2536	def update_slit_smear(self):
	2537	"""
[5062bbf]	2538	called by kill_focus on pinhole TextCntrl
[308fa87]	2539	to update the changes
[5062bbf]	2540
	2541	:return: False when wrong value was entered
	2542
[308fa87]	2543	"""
[7609f1a]	2544	# msg default
	2545	msg = None
	2546	# check if any value is changed
	2547	if self._is_changed_slit():
[308fa87]	2548	msg = self._set_slit_smear()
[7609f1a]	2549	#self._undo.Enable(True)
	2550	self.save_current_state()
	2551
	2552	if msg != None:
[308fa87]	2553	return False
[7609f1a]	2554	else:
	2555	return True
	2556
[c77d859]	2557	def onSmear(self, event):
	2558	"""
[5062bbf]	2559	Create a smear object that will change the way residuals
	2560	are compute when fitting
[c77d859]	2561	"""
[308fa87]	2562	if event != None:
	2563	event.Skip()
[6bbeacd4]	2564	if self.data is None:
[ffa69b6]	2565	return
[269df2b]	2566
[64bda1e]	2567	if self.model == None:
[4470b10]	2568	self.disable_smearer.SetValue(True)
[269df2b]	2569	if event == None:
	2570	return
[308fa87]	2571	msg = "Please select a Model first..."
[4470b10]	2572	wx.MessageBox(msg, 'Info')
[308fa87]	2573	wx.PostEvent(self._manager.parent,
	2574	StatusEvent(status="Smear: %s" % msg))
[2a2af47]	2575	return
[2d409fa]	2576	# Need update param values
	2577	self._update_paramv_on_fit()
[0617967b]	2578	if self.model != None:
	2579	if self.data.is_data:
[b0eeabf1]	2580	self._manager.page_finder[self.uid].add_data(data=self.data)
[308fa87]	2581	temp_smearer = self.on_smear_helper()
[6bbeacd4]	2582
[33477fd]	2583	self.sizer_set_smearer.Layout()
	2584	self.Layout()
	2585	self._set_weight()
	2586
	2587	## set smearing value whether or not the data contain the smearing info
[308fa87]	2588	wx.CallAfter(self._manager.set_smearer, uid=self.uid,
	2589	smearer=temp_smearer,
	2590	fid=self.data.id,
	2591	qmin=float(self.qmin_x),
	2592	qmax=float(self.qmax_x),
	2593	enable_smearer=not self.disable_smearer.GetValue(),
	2594	draw=True)
	2595
	2596	self.state.enable_smearer = self.enable_smearer.GetValue()
	2597	self.state.disable_smearer = self.disable_smearer.GetValue()
[33477fd]	2598	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	2599	self.state.slit_smearer = self.slit_smearer.GetValue()
	2600
	2601	def on_smear_helper(self, update=False):
	2602	"""
	2603	Help for onSmear
[7609f1a]	2604
[33477fd]	2605	:param update: force or not to update
	2606	"""
	2607	self._get_smear_info()
[7609f1a]	2608	#renew smear sizer
	2609	if self.smear_type != None:
	2610	self.smear_description_smear_type.SetValue(str(self.smear_type))
[308fa87]	2611	self.smear_data_left.SetValue(str(self.dq_l))
	2612	self.smear_data_right.SetValue(str(self.dq_r))
[f72333f]	2613
[7609f1a]	2614	self._hide_all_smear_info()
	2615	data = copy.deepcopy(self.data)
[33477fd]	2616
[7609f1a]	2617	# make sure once more if it is smearer
[2439c4c]	2618	temp_smearer = smear_selection(data, self.model)
[33477fd]	2619	if self.current_smearer != temp_smearer or update:
[2439c4c]	2620	self.current_smearer = temp_smearer
[c77d859]	2621	if self.enable_smearer.GetValue():
[308fa87]	2622	if self.current_smearer == None:
	2623	wx.PostEvent(self._manager.parent,
[075d073]	2624	StatusEvent(status="Data contains no smearing information"))
[c77d859]	2625	else:
[308fa87]	2626	wx.PostEvent(self._manager.parent,
[075d073]	2627	StatusEvent(status="Data contains smearing information"))
[f72333f]	2628
[7609f1a]	2629	self.smear_data_left.Show(True)
	2630	self.smear_data_right.Show(True)
[308fa87]	2631	temp_smearer = self.current_smearer
[7609f1a]	2632	elif self.disable_smearer.GetValue():
	2633	self.smear_description_none.Show(True)
[2439c4c]	2634	elif self.pinhole_smearer.GetValue():
	2635	self.onPinholeSmear(None)
	2636	elif self.slit_smearer.GetValue():
	2637	self.onSlitSmear(None)
[7609f1a]	2638	self._show_smear_sizer()
[f72333f]	2639
[33477fd]	2640	return temp_smearer
	2641
[308fa87]	2642	def on_complete_chisqr(self, event):
[f72333f]	2643	"""
[6ff97c5]	2644	Display result chisqr on the panel
[5062bbf]	2645	:event: activated by fitting/ complete after draw
[f72333f]	2646	"""
	2647	try:
[06aa2eeb]	2648	if event == None:
[308fa87]	2649	output = "-"
[06aa2eeb]	2650	elif not numpy.isfinite(event.output):
[308fa87]	2651	output = "-"
[f72333f]	2652	else:
	2653	output = event.output
[2296316]	2654	self.tcChi.SetValue(str(format_number(output, True)))
[3c44c66]	2655	self.state.tcChi = self.tcChi.GetValue()
[f72333f]	2656	except:
[308fa87]	2657	pass
[c77d859]	2658
[934cfc03]	2659	def get_all_checked_params(self):
	2660	"""
[ac2b835]	2661	Found all parameters current check and add them to list of parameters
	2662	to fit
[934cfc03]	2663	"""
	2664	self.param_toFit = []
	2665	for item in self.parameters:
	2666	if item[0].GetValue() and item not in self.param_toFit:
[940aca7]	2667	if item[0].IsShown():
	2668	self.param_toFit.append(item)
[934cfc03]	2669	for item in self.fittable_param:
	2670	if item[0].GetValue() and item not in self.param_toFit:
[940aca7]	2671	if item[0].IsShown():
	2672	self.param_toFit.append(item)
[308fa87]	2673	self.save_current_state_fit()
[934cfc03]	2674
[308fa87]	2675	event = PageInfoEvent(page=self)
	2676	wx.PostEvent(self.parent, event)
[934cfc03]	2677	param2fit = []
	2678	for item in self.param_toFit:
[940aca7]	2679	if item[0] and item[0].IsShown():
[308fa87]	2680	param2fit.append(item[1])
[ae84427]	2681	self._manager.set_param2fit(self.uid, param2fit)
[934cfc03]	2682
[308fa87]	2683	def select_all_param(self, event):
[c77d859]	2684	"""
[5062bbf]	2685	set to true or false all checkBox given the main checkbox value cb1
[308fa87]	2686	"""
[934cfc03]	2687	self.param_toFit = []
[ac2b835]	2688	if self.parameters != []:
[998b6b8]	2689	if self.cb1.GetValue():
[c77d859]	2690	for item in self.parameters:
[940aca7]	2691	if item[0].IsShown():
	2692	## for data2D select all to fit
	2693	if self.data.__class__.__name__ == "Data2D" or \
	2694	self.enable2D:
[3fef0a8]	2695	item[0].SetValue(True)
[308fa87]	2696	self.param_toFit.append(item)
[940aca7]	2697	else:
	2698	## for 1D all parameters except orientation
	2699	if not item in self.orientation_params:
	2700	item[0].SetValue(True)
	2701	self.param_toFit.append(item)
	2702	else:
	2703	item[0].SetValue(False)
[b324aa9]	2704	#if len(self.fittable_param)>0:
	2705	for item in self.fittable_param:
[940aca7]	2706	if item[0].IsShown():
	2707	if self.data.__class__.__name__ == "Data2D" or \
	2708	self.enable2D:
[3fef0a8]	2709	item[0].SetValue(True)
[308fa87]	2710	self.param_toFit.append(item)
[2296316]	2711	try:
	2712	if len(self.values[item[1]]) > 0:
	2713	item[0].SetValue(False)
	2714	except:
	2715	pass
[940aca7]	2716
	2717	else:
	2718	## for 1D all parameters except orientation
	2719	if not item in self.orientation_params_disp:
	2720	item[0].SetValue(True)
	2721	self.param_toFit.append(item)
	2722	try:
	2723	if len(self.values[item[1]]) > 0:
	2724	item[0].SetValue(False)
	2725	except:
	2726	pass
	2727	else:
	2728	item[0].SetValue(False)
[2296316]	2729
[c77d859]	2730	else:
	2731	for item in self.parameters:
	2732	item[0].SetValue(False)
	2733	for item in self.fittable_param:
	2734	item[0].SetValue(False)
[308fa87]	2735	self.param_toFit = []
[330573d]	2736
[308fa87]	2737	self.save_current_state_fit()
[b324aa9]	2738
[308fa87]	2739	if event != None:
[3a37fe0]	2740	#self._undo.Enable(True)
[3595309d]	2741	## post state to fit panel
[308fa87]	2742	event = PageInfoEvent(page=self)
	2743	wx.PostEvent(self.parent, event)
[1b14795]	2744	param2fit = []
	2745	for item in self.param_toFit:
[940aca7]	2746	if item[0] and item[0].IsShown():
[308fa87]	2747	param2fit.append(item[1])
[1b14795]	2748	self.parent._manager.set_param2fit(self.uid, param2fit)
[cb270ad2]	2749
[ac2b835]	2750	def select_param(self, event):
	2751	"""
[5062bbf]	2752	Select TextCtrl checked for fitting purpose and stores them
	2753	in self.param_toFit=[] list
[c77d859]	2754	"""
[934cfc03]	2755	self.param_toFit = []
[c77d859]	2756	for item in self.parameters:
[edd166b]	2757	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2758	if self.data.__class__.__name__ != "Data2D" and\
	2759	not self.enable2D:
[edd166b]	2760	if item in self.orientation_params:
	2761	continue
[c77d859]	2762	#Select parameters to fit for list of primary parameters
[940aca7]	2763	if item[0].GetValue() and item[0].IsShown():
[c77d859]	2764	if not (item in self.param_toFit):
[308fa87]	2765	self.param_toFit.append(item)
[c77d859]	2766	else:
	2767	#remove parameters from the fitting list
	2768	if item in self.param_toFit:
	2769	self.param_toFit.remove(item)
[edd166b]	2770
[308fa87]	2771	#Select parameters to fit for list of fittable parameters
	2772	# with dispersion
[c77d859]	2773	for item in self.fittable_param:
[edd166b]	2774	#Skip t ifhe angle parameters if 1D data
[308fa87]	2775	if self.data.__class__.__name__ != "Data2D" and\
[ba1f0b2]	2776	not self.enable2D:
[edd166b]	2777	if item in self.orientation_params:
	2778	continue
[940aca7]	2779	if item[0].GetValue() and item[0].IsShown():
[c77d859]	2780	if not (item in self.param_toFit):
[308fa87]	2781	self.param_toFit.append(item)
[c77d859]	2782	else:
	2783	#remove parameters from the fitting list
	2784	if item in self.param_toFit:
[edd166b]	2785	self.param_toFit.remove(item)
	2786
[308fa87]	2787	#Calculate num. of angle parameters
	2788	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	2789	self.enable2D:
[edd166b]	2790	len_orient_para = 0
	2791	else:
[308fa87]	2792	len_orient_para = len(self.orientation_params) # assume even len
[edd166b]	2793	#Total num. of angle parameters
	2794	if len(self.fittable_param) > 0:
	2795	len_orient_para *= 2
[308fa87]	2796	#Set the value of checkbox that selected every checkbox or not
[ac2b835]	2797	if len(self.parameters) + len(self.fittable_param) - len_orient_para \
	2798	== len(self.param_toFit):
[c77d859]	2799	self.cb1.SetValue(True)
	2800	else:
	2801	self.cb1.SetValue(False)
[934cfc03]	2802
[52cac46]	2803	self.save_current_state_fit()
[308fa87]	2804	if event != None:
[3595309d]	2805	## post state to fit panel
[308fa87]	2806	event = PageInfoEvent(page=self)
	2807	wx.PostEvent(self.parent, event)
[1b14795]	2808
	2809	param2fit = []
	2810	for item in self.param_toFit:
[940aca7]	2811	if item[0] and item[0].IsShown():
[308fa87]	2812	param2fit.append(item[1])
[ae84427]	2813	self._manager.set_param2fit(self.uid, param2fit)
[1b14795]	2814
[77e23a2]	2815	def set_model_param_sizer(self, model):
[c77d859]	2816	"""
[5062bbf]	2817	Build the panel from the model content
	2818
	2819	:param model: the model selected in combo box for fitting purpose
	2820
[c77d859]	2821	"""
	2822	self.sizer3.Clear(True)
	2823	self.parameters = []
[fb59ed9]	2824	self.str_parameters = []
[308fa87]	2825	self.param_toFit = []
	2826	self.fittable_param = []
	2827	self.fixed_param = []
	2828	self.orientation_params = []
	2829	self.orientation_params_disp = []
[c77d859]	2830
[308fa87]	2831	if model == None:
[c77d859]	2832	self.sizer3.Layout()
[ce92ded]	2833	self.SetupScrolling()
[c77d859]	2834	return
[707436d]	2835	## the panel is drawn using the current value of the fit engine
[ac2b835]	2836	if self.engine_type == None and self._manager != None:
	2837	self.engine_type = self._manager._return_engine_type()
[c99a6c5]	2838
[ac2b835]	2839	box_description = wx.StaticBox(self, -1, str("Model Parameters"))
[c77d859]	2840	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
[ac2b835]	2841	sizer = wx.GridBagSizer(5, 5)
[c77d859]	2842	## save the current model
	2843	self.model = model
	2844
	2845	keys = self.model.getParamList()
[9e11cf5]	2846
	2847	#list of dispersion parameters
[ac2b835]	2848	self.disp_list = self.model.getDispParamList()
[b421b1a]	2849
[ac2b835]	2850	def custom_compare(a, b):
[db08737]	2851	"""
	2852	Custom compare to order, first by alphabets then second by number.
[ac2b835]	2853	"""
[fb59ed9]	2854	# number at the last digit
[ac2b835]	2855	a_last = a[len(a) - 1]
	2856	b_last = b[len(b) - 1]
[fb59ed9]	2857	# default
[db08737]	2858	num_a = None
	2859	num_b = None
[fb59ed9]	2860	# split the names
	2861	a2 = a.lower().split('_')
	2862	b2 = b.lower().split('_')
	2863	# check length of a2, b2
	2864	len_a2 = len(a2)
	2865	len_b2 = len(b2)
[db08737]	2866	# check if it contains a int number(<10)
[ac2b835]	2867	try:
[db08737]	2868	num_a = int(a_last)
[ac2b835]	2869	except:
	2870	pass
[db08737]	2871	try:
	2872	num_b = int(b_last)
[ac2b835]	2873	except:
	2874	pass
	2875	# Put 'scale' near the top; happens
[fb59ed9]	2876	# when numbered param name exists
	2877	if a == 'scale':
	2878	return -1
[ac2b835]	2879	# both have a number
[db08737]	2880	if num_a != None and num_b != None:
[ac2b835]	2881	if num_a > num_b:
	2882	return -1
[fb59ed9]	2883	# same number
[ac2b835]	2884	elif num_a == num_b:
[fb59ed9]	2885	# different last names
[ac2b835]	2886	if a2[len_a2 - 1] != b2[len_b2 - 1] and num_a != 0:
	2887	return -cmp(a2[len_a2 - 1], b2[len_b2 - 1])
	2888	else:
	2889	return cmp(a, b)
	2890	else:
	2891	return 1
[db08737]	2892	# one of them has a number
[ac2b835]	2893	elif num_a != None:
	2894	return 1
	2895	elif num_b != None:
	2896	return -1
[fb59ed9]	2897	# no numbers
[ac2b835]	2898	else:
	2899	return cmp(a.lower(), b.lower())
[fb59ed9]	2900
[db08737]	2901	keys.sort(custom_compare)
[c77d859]	2902
[6dc9ad8]	2903	iy = 0
[c77d859]	2904	ix = 0
[2f6c260]	2905	select_text = "Select All"
[ac2b835]	2906	self.cb1 = wx.CheckBox(self, -1, str(select_text), (10, 10))
[c77d859]	2907	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
[2f6c260]	2908	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
[ecfcef6]	2909	self.cb1.SetValue(True)
[c77d859]	2910
[075d073]	2911	sizer.Add(self.cb1, (iy, ix), (1, 1), \
[ac2b835]	2912	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	2913	ix += 1
[f56bf29]	2914	self.text2_2 = wx.StaticText(self, -1, 'Value')
[ac2b835]	2915	sizer.Add(self.text2_2, (iy, ix), (1, 1), \
	2916	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2917	ix += 2
[f56bf29]	2918	self.text2_3 = wx.StaticText(self, -1, 'Error')
[ac2b835]	2919	sizer.Add(self.text2_3, (iy, ix), (1, 1), \
	2920	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[3821f64]	2921	if not self.is_mac:
	2922	self.text2_3.Hide()
[ac2b835]	2923	ix += 1
[c77d859]	2924	self.text2_min = wx.StaticText(self, -1, 'Min')
[ac2b835]	2925	sizer.Add(self.text2_min, (iy, ix), (1, 1), \
	2926	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	2927	#self.text2_min.Hide()
[ac2b835]	2928	ix += 1
[c77d859]	2929	self.text2_max = wx.StaticText(self, -1, 'Max')
[ac2b835]	2930	sizer.Add(self.text2_max, (iy, ix), (1, 1), \
	2931	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	2932	#self.text2_max.Hide()
[6fdfc8f]	2933	ix += 1
	2934	self.text2_4 = wx.StaticText(self, -1, '[Units]')
[ac2b835]	2935	sizer.Add(self.text2_4, (iy, ix), (1, 1), \
	2936	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[6fdfc8f]	2937	self.text2_4.Hide()
[b421b1a]	2938
[934cfc03]	2939	CHECK_STATE = self.cb1.GetValue()
[c77d859]	2940	for item in keys:
[9e11cf5]	2941
[d7b7156]	2942	if not item in self.disp_list and not item in \
	2943	self.model.orientation_params:
[b421b1a]	2944
	2945	##prepare a spot to store errors
[ac2b835]	2946	if not item in self.model.details:
	2947	self.model.details[item] = ["", None, None]
[b421b1a]	2948
[c77d859]	2949	iy += 1
	2950	ix = 0
[8960479]	2951	if (self.model.__class__ in \
	2952	self.model_list_box["Multi-Functions"] or \
	2953	self.temp_multi_functional)\
	2954	and (item in self.model.non_fittable):
[ac2b835]	2955	non_fittable_name = wx.StaticText(self, -1, item)
	2956	sizer.Add(non_fittable_name, (iy, ix), (1, 1), \
	2957	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 21)
[fb59ed9]	2958	## add parameter value
	2959	ix += 1
[ac2b835]	2960	value = self.model.getParam(item)
[fb59ed9]	2961	if len(self.model.fun_list) > 0:
[ac2b835]	2962	#num = item.split('_')[1][5:7]
	2963	fun_box = wx.ComboBox(self, -1, size=(100, -1),
	2964	style=wx.CB_READONLY, name='%s' % item)
[fb59ed9]	2965	self._set_fun_box_list(fun_box)
	2966	fun_box.SetSelection(0)
[ac2b835]	2967	#self.fun_box.SetToolTipString("A function
[d7b7156]	2968	# describing the interface")
[ac2b835]	2969	wx.EVT_COMBOBOX(fun_box, -1, self._on_fun_box)
[fb59ed9]	2970	else:
[ac2b835]	2971	fun_box = self.ModelTextCtrl(self, -1,
	2972	size=(_BOX_WIDTH, 20),
	2973	style=wx.TE_PROCESS_ENTER, name='%s' % item)
[6721b75]	2974	fun_box.SetToolTipString(\
	2975	"Hit 'Enter' after typing to update the plot.")
[2296316]	2976	fun_box.SetValue(format_number(value, True))
[ac2b835]	2977	sizer.Add(fun_box, (iy, ix), (1, 1), wx.EXPAND)
	2978	self.str_parameters.append([None, item, fun_box,
	2979	None, None, None,
[2296316]	2980	None, None])
[7975f2b]	2981	else:
[fb59ed9]	2982	## add parameters name with checkbox for selecting to fit
[ac2b835]	2983	cb = wx.CheckBox(self, -1, item)
	2984	cb.SetValue(CHECK_STATE)
[2296316]	2985	cb.SetToolTipString(" Check mark to fit.")
[fb59ed9]	2986	#cb.SetValue(True)
	2987	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[dcf29d7]	2988
[ac2b835]	2989	sizer.Add(cb, (iy, ix), (1, 1),
	2990	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[fb59ed9]	2991
	2992	## add parameter value
	2993	ix += 1
[ac2b835]	2994	value = self.model.getParam(item)
	2995	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
[fb59ed9]	2996	style=wx.TE_PROCESS_ENTER)
[6721b75]	2997	ctl1.SetToolTipString(\
	2998	"Hit 'Enter' after typing to update the plot.")
[2296316]	2999	ctl1.SetValue(format_number(value, True))
[ac2b835]	3000	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[fb59ed9]	3001	## text to show error sign
	3002	ix += 1
[ac2b835]	3003	text2 = wx.StaticText(self, -1, '+/-')
	3004	sizer.Add(text2, (iy, ix), (1, 1), \
	3005	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	3006	if not self.is_mac:
[ac2b835]	3007	text2.Hide()
[fb59ed9]	3008	ix += 1
[ac2b835]	3009	ctl2 = wx.TextCtrl(self, -1,
	3010	size=(_BOX_WIDTH / 1.2, 20), style=0)
	3011	sizer.Add(ctl2, (iy, ix), (1, 1),
	3012	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	3013	if not self.is_mac:
	3014	ctl2.Hide()
[22ae2f7]	3015
[fb59ed9]	3016	ix += 1
[ac2b835]	3017	ctl3 = self.ModelTextCtrl(self, -1,
	3018	size=(_BOX_WIDTH / 1.9, 20),
	3019	style=wx.TE_PROCESS_ENTER,
	3020	text_enter_callback=self._onparamRangeEnter)
[22ae2f7]	3021	min_bound = self.model.details[item][1]
	3022	if min_bound is not None:
	3023	ctl3.SetValue(format_number(min_bound, True))
	3024
[ac2b835]	3025	sizer.Add(ctl3, (iy, ix), (1, 1),
	3026	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[fb59ed9]	3027
	3028	ix += 1
[ac2b835]	3029	ctl4 = self.ModelTextCtrl(self, -1,
	3030	size=(_BOX_WIDTH / 1.9, 20),
	3031	style=wx.TE_PROCESS_ENTER,
	3032	text_enter_callback=self._onparamRangeEnter)
[22ae2f7]	3033	max_bound = self.model.details[item][2]
	3034	if max_bound is not None:
	3035	ctl4.SetValue(format_number(max_bound, True))
[ac2b835]	3036	sizer.Add(ctl4, (iy, ix), (1, 1),
	3037	wx.EXPAND \| wx.FIXED_MINSIZE, 0)
[fb59ed9]	3038
[ac2b835]	3039	ix += 1
[fb59ed9]	3040	# Units
[ac2b835]	3041	if item in self.model.details:
	3042	units = wx.StaticText(self, -1,
[d7b7156]	3043	self.model.details[item][0], style=wx.ALIGN_LEFT)
[fb59ed9]	3044	else:
[ac2b835]	3045	units = wx.StaticText(self, -1, "",
	3046	style=wx.ALIGN_LEFT)
	3047	sizer.Add(units, (iy, ix), (1, 1),
	3048	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[fb59ed9]	3049
[ac2b835]	3050	self.parameters.append([cb, item, ctl1,
	3051	text2, ctl2, ctl3, ctl4, units])
[fb59ed9]	3052
[ac2b835]	3053	iy += 1
	3054	sizer.Add((10, 10), (iy, ix), (1, 1),
	3055	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[5af5183]	3056
[f20767b]	3057	# type can be either Guassian or Array
[ac2b835]	3058	if len(self.model.dispersion.values()) > 0:
	3059	type = self.model.dispersion.values()[0]["type"]
[5b53a5c]	3060	else:
	3061	type = "Gaussian"
[6dc9ad8]	3062
	3063	iy += 1
	3064	ix = 0
	3065	#Add tile for orientational angle
	3066	for item in keys:
[ac2b835]	3067	if item in self.model.orientation_params:
[6dc9ad8]	3068	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
[318b5bbb]	3069	mag_on_button = wx.Button(self, -1, "Magnetic ON" )
	3070	mag_on_button.Bind(wx.EVT_BUTTON, self._on_mag_on)
	3071	mag_help_button = wx.Button(self, -1,"Magnetic angles?" )
	3072	mag_help_button.Bind(wx.EVT_BUTTON,self._on_mag_help)
[ac2b835]	3073	sizer.Add(orient_angle, (iy, ix), (1, 1),
	3074	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[318b5bbb]	3075	iy += 1
	3076	sizer.Add(mag_on_button,(iy, ix ),(1,1),
	3077	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	3078	sizer.Add(mag_help_button,(iy, ix + 1),(1,1),
	3079	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	3080
	3081	#handle the magnetic buttons
	3082	if not self._has_magnetic:
	3083	mag_on_button.Show(False)
	3084	elif not self.data.__class__.__name__ == "Data2D":
	3085	mag_on_button.Show(False)
	3086	else:
	3087	mag_on_button.Show(True)
	3088	mag_help_button.Show(False)
	3089	if mag_on_button.IsShown():
	3090	if self.magnetic_on:
	3091	mag_on_button.SetLabel("Magnetic OFF")
	3092	mag_help_button.Show(True)
	3093	else:
	3094	mag_on_button.SetLabel("Magnetic ON")
	3095	mag_help_button.Show(False)
	3096
[ba1f0b2]	3097	if not self.data.__class__.__name__ == "Data2D" and \
	3098	not self.enable2D:
[6dc9ad8]	3099	orient_angle.Hide()
	3100	else:
	3101	orient_angle.Show(True)
	3102	break
[5b53a5c]	3103
[f20767b]	3104	#For Gaussian only
	3105	if type.lower() != "array":
	3106	for item in self.model.orientation_params:
[318b5bbb]	3107	if not self.magnetic_on:
	3108	if item in self.model.magnetic_params:
	3109	continue
[f20767b]	3110	if not item in self.disp_list:
[c13b8cc]	3111	##prepare a spot to store min max
[ac2b835]	3112	if not item in self.model.details:
	3113	self.model.details[item] = ["", None, None]
[c13b8cc]	3114
[f20767b]	3115	iy += 1
	3116	ix = 0
	3117	## add parameters name with checkbox for selecting to fit
[ac2b835]	3118	cb = wx.CheckBox(self, -1, item)
[934cfc03]	3119	cb.SetValue(CHECK_STATE)
[2296316]	3120	cb.SetToolTipString("Check mark to fit")
[f20767b]	3121	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[ba1f0b2]	3122	if self.data.__class__.__name__ == "Data2D" or \
	3123	self.enable2D:
[6dc9ad8]	3124	cb.Show(True)
[f20767b]	3125	else:
[6dc9ad8]	3126	cb.Hide()
[ac2b835]	3127	sizer.Add(cb, (iy, ix), (1, 1),
	3128	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[f20767b]	3129
	3130	## add parameter value
	3131	ix += 1
[ac2b835]	3132	value = self.model.getParam(item)
	3133	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
[f20767b]	3134	style=wx.TE_PROCESS_ENTER)
[6721b75]	3135	ctl1.SetToolTipString(\
	3136	"Hit 'Enter' after typing to update the plot.")
[2296316]	3137	ctl1.SetValue(format_number(value, True))
[ba1f0b2]	3138	if self.data.__class__.__name__ == "Data2D" or \
	3139	self.enable2D:
[c5cd3b9]	3140	ctl1.Show(True)
[f20767b]	3141	else:
[c5cd3b9]	3142	ctl1.Hide()
[ac2b835]	3143	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[f20767b]	3144	## text to show error sign
	3145	ix += 1
[ac2b835]	3146	text2 = wx.StaticText(self, -1, '+/-')
	3147	sizer.Add(text2, (iy, ix), (1, 1), \
	3148	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	3149
[ac2b835]	3150	text2.Hide()
[f20767b]	3151	ix += 1
[ac2b835]	3152	ctl2 = wx.TextCtrl(self, -1,
	3153	size=(_BOX_WIDTH / 1.2, 20), style=0)
	3154	sizer.Add(ctl2, (iy, ix), (1, 1),
	3155	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	3156
	3157	ctl2.Hide()
[e2f7b92]	3158
[f20767b]	3159	ix += 1
[ac2b835]	3160	ctl3 = self.ModelTextCtrl(self, -1,
	3161	size=(_BOX_WIDTH / 1.8, 20),
[d7b7156]	3162	style=wx.TE_PROCESS_ENTER,
[ac2b835]	3163	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	3164
[ac2b835]	3165	sizer.Add(ctl3, (iy, ix), (1, 1),
	3166	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[f20767b]	3167	ctl3.Hide()
[b324aa9]	3168
[f20767b]	3169	ix += 1
[ac2b835]	3170	ctl4 = self.ModelTextCtrl(self, -1,
	3171	size=(_BOX_WIDTH / 1.8, 20),
	3172	style=wx.TE_PROCESS_ENTER,
	3173	text_enter_callback=self._onparamRangeEnter)
	3174	sizer.Add(ctl4, (iy, ix), (1, 1),
	3175	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[eacf1d66]	3176
[f20767b]	3177	ctl4.Hide()
[edd166b]	3178
[ba1f0b2]	3179	if self.data.__class__.__name__ == "Data2D" or \
[ac2b835]	3180	self.enable2D:
	3181	if self.is_mac:
[1180528]	3182	text2.Show(True)
[ac2b835]	3183	ctl2.Show(True)
[f20767b]	3184	ctl3.Show(True)
	3185	ctl4.Show(True)
[c5cd3b9]	3186
[ac2b835]	3187	ix += 1
[f20767b]	3188	# Units
[ac2b835]	3189	if item in self.model.details:
	3190	units = wx.StaticText(self, -1,
	3191	self.model.details[item][0],
[d7b7156]	3192	style=wx.ALIGN_LEFT)
[7975f2b]	3193	else:
[ac2b835]	3194	units = wx.StaticText(self, -1, "",
	3195	style=wx.ALIGN_LEFT)
[ba1f0b2]	3196	if self.data.__class__.__name__ == "Data2D" or \
	3197	self.enable2D:
[6dc9ad8]	3198	units.Show(True)
[f20767b]	3199	else:
[6dc9ad8]	3200	units.Hide()
[c99a6c5]	3201
[ac2b835]	3202	sizer.Add(units, (iy, ix), (1, 1),
	3203	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[7975f2b]	3204
[ac2b835]	3205	self.parameters.append([cb, item, ctl1,
	3206	text2, ctl2, ctl3, ctl4, units])
	3207	self.orientation_params.append([cb, item, ctl1,
	3208	text2, ctl2, ctl3, ctl4, units])
[780d095]	3209
[ac2b835]	3210	iy += 1
[abba643]	3211	box_description.SetForegroundColour(wx.BLUE)
[c77d859]	3212	#Display units text on panel
[ac2b835]	3213	for item in keys:
	3214	if item in self.model.details:
[c77d859]	3215	self.text2_4.Show()
[b324aa9]	3216	#Fill the list of fittable parameters
[934cfc03]	3217	self.get_all_checked_params()
[52cac46]	3218	self.save_current_state_fit()
[240b9966]	3219	boxsizer1.Add(sizer)
[ac2b835]	3220	self.sizer3.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
[c77d859]	3221	self.sizer3.Layout()
[330573d]	3222	self.Layout()
[70468a5]	3223
[2296316]	3224	def on_right_down(self, event):
	3225	"""
	3226	Get key stroke event
	3227	"""
	3228	if self.data == None:
	3229	return
	3230	# Figuring out key combo: Cmd for copy, Alt for paste
	3231	if event.AltDown() and event.ShiftDown():
[2c6b224]	3232	self._manager.show_ftol_dialog()
[2296316]	3233	flag = True
[1b1bbf9]	3234	elif event.AltDown() or event.ShiftDown():
[2296316]	3235	flag = False
[1b1bbf9]	3236	else:
	3237	return
[2296316]	3238	# make event free
	3239	event.Skip()
	3240	# messages depending on the flag
	3241	if not flag:
	3242	msg = " Could not open ftol dialog;"
	3243	msg += " Check if the Scipy fit engine is selected in the menubar."
	3244	infor = 'warning'
	3245	# inform msg to wx
[ae84427]	3246	wx.PostEvent(self._manager.parent,
[ac2b835]	3247	StatusEvent(status=msg, info=infor))
[2296316]	3248
[8b6f489]	3249	def _onModel2D(self, event):
	3250	"""
	3251	toggle view of model from 1D to 2D or 2D from 1D
	3252	"""
[2c60cb69]	3253	if self.model_view.GetLabelText() == "Show 2D":
	3254	self.model_view.SetLabel("Show 1D")
[8b6f489]	3255	self.enable2D = True
[ba1f0b2]	3256
[8b6f489]	3257	else:
[2c60cb69]	3258	self.model_view.SetLabel("Show 2D")
[8b6f489]	3259	self.enable2D = False
[e947cd4]	3260	self.Show(False)
[6ff97c5]	3261	self.create_default_data()
[3fb5e68]	3262	self._manager.store_data(self.uid, data_list=[self.data])
	3263
[ba1f0b2]	3264	self.set_model_param_sizer(self.model)
[ac2b835]	3265	self._set_sizer_dispersion()
	3266	self._set_weight(is_2D=self.enable2D)
[2c60cb69]	3267	self._set_smear_buttons()
[e947cd4]	3268	self.Show(True)
[8247523]	3269	self.SetupScrolling()
[ba1f0b2]	3270	self._draw_model()
	3271
[ac2b835]	3272	self.state.enable2D = copy.deepcopy(self.enable2D)
[2c60cb69]	3273
	3274	def _set_smear_buttons(self):
	3275	"""
[ac2b835]	3276	Set semarer radio buttons
[2c60cb69]	3277	"""
	3278	# more disables for 2D
[ac2b835]	3279	if self.data.__class__.__name__ == "Data2D" or \
[2c60cb69]	3280	self.enable2D:
	3281	self.slit_smearer.Disable()
[ac2b835]	3282	self.pinhole_smearer.Enable(True)
[2c60cb69]	3283	self.default_mask = copy.deepcopy(self.data.mask)
	3284	else:
[ac2b835]	3285	self.slit_smearer.Enable(True)
	3286	self.pinhole_smearer.Enable(True)
[2c60cb69]	3287
	3288
[7609f1a]	3289	class BGTextCtrl(wx.TextCtrl):
	3290	"""
[5062bbf]	3291	Text control used to display outputs.
[ac2b835]	3292	No editing allowed. The background is
[5062bbf]	3293	grayed out. User can't select text.
[7609f1a]	3294	"""
	3295	def __init__(self, args, *kwds):
	3296	wx.TextCtrl.__init__(self, args, *kwds)
	3297	self.SetEditable(False)
[59b8c74]	3298	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
[7609f1a]	3299
	3300	# Bind to mouse event to avoid text highlighting
	3301	# The event will be skipped once the call-back
	3302	# is called.
	3303	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
	3304
	3305	def _click(self, event):
	3306	"""
[5062bbf]	3307	Prevent further handling of the mouse event
	3308	by not calling Skip().
[ac2b835]	3309	"""
[7609f1a]	3310	pass

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SasView

source: sasview/src/sas/perspectives/fitting/fitpage.py @ 4ec242e

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