basepage.py @ c08756f

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

Last change on this file since c08756f was b301db9, checked in by krzywon, 8 years ago
Correct the calculation for dx_percent.
Property mode set to `100644`
File size: 143.0 KB

Rev	Line
[f0d720b]	1	"""
	2	Base Page for fitting
	3	"""
	4	import sys
	5	import os
	6	import wx
	7	import numpy
	8	import time
	9	import copy
	10	import math
	11	import json
[5ce7f17]	12	import logging
[7673ecd]	13	import traceback
	14
[f0d720b]	15	from collections import defaultdict
	16	from wx.lib.scrolledpanel import ScrolledPanel
[7673ecd]	17
[a0373d5]	18	from sasmodels.weights import MODELS as POLYDISPERSITY_MODELS
	19
[d85c194]	20	from sas.sasgui.guiframe.panel_base import PanelBase
[c8e1996]	21	from sas.sasgui.guiframe.utils import format_number, check_float, IdList, \
	22	check_int
[d85c194]	23	from sas.sasgui.guiframe.events import PanelOnFocusEvent
	24	from sas.sasgui.guiframe.events import StatusEvent
	25	from sas.sasgui.guiframe.events import AppendBookmarkEvent
	26	from sas.sasgui.guiframe.dataFitting import Data2D
	27	from sas.sasgui.guiframe.dataFitting import Data1D
	28	from sas.sasgui.guiframe.dataFitting import check_data_validity
	29	from sas.sasgui.guiframe.gui_style import GUIFRAME_ID
[b699768]	30	from sas.sascalc.dataloader.data_info import Detector
	31	from sas.sascalc.dataloader.data_info import Source
[d85c194]	32	from sas.sasgui.perspectives.fitting.pagestate import PageState
	33	from sas.sasgui.guiframe.CategoryInstaller import CategoryInstaller
	34	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
[5ce7f17]	35
[f0d720b]	36
	37	(PageInfoEvent, EVT_PAGE_INFO) = wx.lib.newevent.NewEvent()
	38	(PreviousStateEvent, EVT_PREVIOUS_STATE) = wx.lib.newevent.NewEvent()
	39	(NextStateEvent, EVT_NEXT_STATE) = wx.lib.newevent.NewEvent()
	40
	41	_BOX_WIDTH = 76
	42	_QMIN_DEFAULT = 0.0005
	43	_QMAX_DEFAULT = 0.5
	44	_NPTS_DEFAULT = 50
[c8e1996]	45	# Control panel width
[f0d720b]	46	if sys.platform.count("win32") > 0:
	47	PANEL_WIDTH = 450
	48	FONT_VARIANT = 0
	49	ON_MAC = False
	50	else:
	51	PANEL_WIDTH = 500
	52	FONT_VARIANT = 1
	53	ON_MAC = True
	54
[4387385]	55	CUSTOM_MODEL = 'Plugin Models'
	56
[f0d720b]	57	class BasicPage(ScrolledPanel, PanelBase):
	58	"""
[e92a352]	59	This class provide general structure of the fitpanel page
[f0d720b]	60	"""
[c8e1996]	61	# Internal name for the AUI manager
[f0d720b]	62	window_name = "Fit Page"
[c8e1996]	63	# Title to appear on top of the window
[f0d720b]	64	window_caption = "Fit Page "
[02098e3]	65
[6f16e25]	66	# These two buttons have specific IDs since they seem to be created more
	67	# frequently than they need to. In particular, set_dispers_sizer() is
	68	# called by _on_select_model
	69	ID_BOOKMARK = wx.NewId()
	70	ID_DISPERSER_HELP = wx.NewId()
	71	_id_pool = IdList()
[5ce7f17]	72
[f0d720b]	73	def __init__(self, parent, color='blue', **kwargs):
	74	"""
	75	"""
	76	ScrolledPanel.__init__(self, parent, **kwargs)
	77	PanelBase.__init__(self, parent)
	78	self.SetupScrolling()
[c8e1996]	79	# Set window's font size
[f0d720b]	80	self.SetWindowVariant(variant=FONT_VARIANT)
	81	self.SetBackgroundColour(color)
[6f16e25]	82
	83	self._ids = iter(self._id_pool)
[c8e1996]	84	# parent of the page
[f0d720b]	85	self.parent = parent
[c8e1996]	86	# manager is the fitting plugin
	87	# owner of the page (fitting plugin)
[f0d720b]	88	self.event_owner = None
[c8e1996]	89	# current model
[f0d720b]	90	self.model = None
	91	self.m_name = None
	92	self.index_model = None
	93	self.panel = None
[c8e1996]	94	# data
[f0d720b]	95	self.data = None
[c8e1996]	96	# list of available data
[f0d720b]	97	self.data_list = []
	98	self.mask = None
	99	self.uid = wx.NewId()
	100	self.graph_id = None
[c8e1996]	101	# Q range for data set
[f0d720b]	102	self.qmin_data_set = numpy.inf
	103	self.qmax_data_set = None
	104	self.npts_data_set = 0
[c8e1996]	105	# Q range
[f0d720b]	106	self.qmin = None
	107	self.qmax = None
	108	self.qmax_x = _QMAX_DEFAULT
	109	self.qmin_x = _QMIN_DEFAULT
	110	self.npts_x = _NPTS_DEFAULT
[c8e1996]	111	# total number of point: float
[f0d720b]	112	self.npts = None
	113	self.num_points = None
[c8e1996]	114	# smear default
[f0d720b]	115	self.current_smearer = None
[c8e1996]	116	# 2D smear accuracy default
[f0d720b]	117	self.smear2d_accuracy = 'Low'
[c8e1996]	118	# slit smear:
[f0d720b]	119	self.dxl = None
	120	self.dxw = None
[c8e1996]	121	# pinhole smear
[7e98655]	122	self.dx_percent = None
[c8e1996]	123	# smear attrbs
[f0d720b]	124	self.enable_smearer = None
	125	self.disable_smearer = None
	126	self.pinhole_smearer = None
	127	self.slit_smearer = None
[c8e1996]	128	# weight attrbs
[f0d720b]	129	self.dI_noweight = None
	130	self.dI_didata = None
	131	self.dI_sqrdata = None
	132	self.dI_idata = None
[c8e1996]	133	# other attrbs
[f0d720b]	134	self.dq_l = None
	135	self.dq_r = None
	136	self.tcChi = None
	137	self.disp_box = None
	138	self.model_disp = None
	139	self.Npts_fit = None
	140	self.Npts_total = None
[5ce7f17]	141	self.theory_qmin = None
[f0d720b]	142	self.theory_qmax = None
	143	self.theory_qmin_x = None
	144	self.theory_qmax_x = None
	145	self.btEditMask = None
	146	self.btFit = None
	147	self.sld_axes = None
	148	self.multi_factor = None
[5ce7f17]	149
[f0d720b]	150	self.disp_cb_dict = {}
[5ce7f17]	151
[c8e1996]	152	# self.state = PageState(parent=parent)
	153	# dictionary containing list of models
[f0d720b]	154	self.model_list_box = {}
[5ce7f17]	155
[c8e1996]	156	# Data member to store the dispersion object created
[f0d720b]	157	self._disp_obj_dict = {}
[c8e1996]	158	# selected parameters to apply dispersion
[f0d720b]	159	self.disp_cb_dict = {}
[c8e1996]	160	# smearer object
[f0d720b]	161	self.enable2D = False
	162	self._has_magnetic = False
	163	self.magnetic_on = False
	164	self.is_mac = ON_MAC
	165	self.formfactorbox = None
	166	self.structurebox = None
	167	self.categorybox = None
[c8e1996]	168	# list of model parameters. each item must have same length
	169	# each item related to a given parameters
	170	# [cb state, name, value, "+/-", error of fit, min, max , units]
[f0d720b]	171	self.parameters = []
	172	# non-fittable parameter whose value is astring
	173	self.str_parameters = []
[c8e1996]	174	# list of parameters to fit , must be like self.parameters
[f0d720b]	175	self.param_toFit = []
[c8e1996]	176	# list of looking like parameters but with non fittable parameters info
[f0d720b]	177	self.fixed_param = []
[c8e1996]	178	# list of looking like parameters but with fittable parameters info
[f0d720b]	179	self.fittable_param = []
[c8e1996]	180	# list of dispersion parameters
[f0d720b]	181	self.disp_list = []
	182	self.disp_name = ""
[5ce7f17]	183
[c8e1996]	184	# list of orientation parameters
[f0d720b]	185	self.orientation_params = []
	186	self.orientation_params_disp = []
[5ce7f17]	187	# Self.model should ALWAYS be None here. It was set to none above in
[f0d720b]	188	# this long init setting. no obvious function call in between setting
[5ce7f17]	189	# and this - commenting out on 4/8/2014 by PDB. Remove once clear
[f0d720b]	190	# it is pointless.
[c8e1996]	191	# if self.model is not None:
[f0d720b]	192	# self.disp_list = self.model.getDispParamList()
	193	self.temp_multi_functional = False
[c8e1996]	194	# enable model 2D draw
[f0d720b]	195	self.enable2D = False
[c8e1996]	196	# check that the fit range is correct to plot the model again
[f0d720b]	197	self.fitrange = True
[c8e1996]	198	# Create memento to save the current state
[f0d720b]	199	self.state = PageState(parent=self.parent,
	200	model=self.model, data=self.data)
[c8e1996]	201	# flag to determine if state has change
[f0d720b]	202	self.state_change = False
[c8e1996]	203	# save customized array
[6ed67db]	204	self.values = {} # type: Dict[str, List[float, ...]]
	205	self.weights = {} # type: Dict[str, List[float, ...]]
[c8e1996]	206	# retrieve saved state
[f0d720b]	207	self.number_saved_state = 0
[c8e1996]	208	# dictionary of saved state
[f0d720b]	209	self.saved_states = {}
[c8e1996]	210	# Create context menu for page
[f0d720b]	211	self.popUpMenu = wx.Menu()
[5ce7f17]	212
[6f16e25]	213	wx_id = self._ids.next()
	214	self._keep = wx.MenuItem(self.popUpMenu, wx_id, "Add bookmark",
[f0d720b]	215	" Keep the panel status to recall it later")
	216	self.popUpMenu.AppendItem(self._keep)
	217	self._keep.Enable(False)
	218	self._set_bookmark_flag(False)
	219	self._set_save_flag(False)
[6f16e25]	220	wx.EVT_MENU(self, wx_id, self.on_bookmark)
[f0d720b]	221	self.popUpMenu.AppendSeparator()
[5ce7f17]	222
[c8e1996]	223	# Default locations
[f0d720b]	224	self._default_save_location = os.getcwd()
[c8e1996]	225	# save initial state on context menu
	226	# self.onSave(event=None)
[f0d720b]	227	self.Bind(wx.EVT_CONTEXT_MENU, self.onContextMenu)
[5ce7f17]	228
[f0d720b]	229	# bind key event
	230	self.Bind(wx.EVT_LEFT_DOWN, self.on_left_down)
[5ce7f17]	231
[c8e1996]	232	# create the basic structure of the panel with empty sizer
[f0d720b]	233	self.define_page_structure()
[c8e1996]	234	# drawing Initial dispersion parameters sizer
[f0d720b]	235	self.set_dispers_sizer()
[5ce7f17]	236
[c8e1996]	237	# layout
[f0d720b]	238	self.set_layout()
[5ce7f17]	239
[f0d720b]	240	def set_index_model(self, index):
	241	"""
	242	Index related to this page
	243	"""
	244	self.index_model = index
[5ce7f17]	245
[f0d720b]	246	def create_default_data(self):
	247	"""
	248	Given the user selection, creates a 1D or 2D data
	249	Only when the page is on theory mode.
	250	"""
	251	if not hasattr(self, "model_view"):
	252	return
	253	toggle_mode_on = self.model_view.IsEnabled()
	254	if toggle_mode_on:
	255	if self.enable2D and not check_data_validity(self.data):
	256	self._create_default_2d_data()
	257	else:
	258	if self.pointsbox.GetValue():
	259	self._create_log_1d_data()
	260	else:
	261	self._create_default_1d_data()
[5ce7f17]	262
[c8e1996]	263	if self.model is not None:
[f0d720b]	264	if not self.data.is_data:
[c8e1996]	265	self._manager.page_finder[self.uid].set_fit_data(
	266	data=[self.data])
[f0d720b]	267	self.on_smear_helper(update=True)
	268	self.state.enable_smearer = self.enable_smearer.GetValue()
	269	self.state.disable_smearer = self.disable_smearer.GetValue()
	270	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	271	self.state.slit_smearer = self.slit_smearer.GetValue()
[5ce7f17]	272
[f0d720b]	273	def _create_default_1d_data(self):
	274	"""
	275	Create default data for fitting perspective
	276	Only when the page is on theory mode.
	277	:warning: This data is never plotted.
[5ce7f17]	278
[f0d720b]	279	"""
	280	x = numpy.linspace(start=self.qmin_x, stop=self.qmax_x,
	281	num=self.npts_x, endpoint=True)
	282	self.data = Data1D(x=x)
	283	self.data.xaxis('\\rm{Q}', "A^{-1}")
	284	self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
	285	self.data.is_data = False
	286	self.data.id = str(self.uid) + " data"
	287	self.data.group_id = str(self.uid) + " Model1D"
[5ce7f17]	288
[f0d720b]	289	def _create_log_1d_data(self):
	290	"""
	291	Create log-spaced data for fitting perspective
	292	Only when the page is on theory mode.
	293	:warning: This data is never plotted.
[5ce7f17]	294
[f0d720b]	295	"""
	296	if self.qmin_x >= 1.e-10:
	297	qmin = numpy.log10(self.qmin_x)
	298	else:
[5ce7f17]	299	qmin = -10.
	300
[f0d720b]	301	if self.qmax_x <= 1.e10:
	302	qmax = numpy.log10(self.qmax_x)
	303	else:
[5ce7f17]	304	qmax = 10.
	305
[f0d720b]	306	x = numpy.logspace(start=qmin, stop=qmax,
	307	num=self.npts_x, endpoint=True, base=10.0)
	308	self.data = Data1D(x=x)
	309	self.data.xaxis('\\rm{Q}', "A^{-1}")
	310	self.data.yaxis('\\rm{Intensity}', "cm^{-1}")
	311	self.data.is_data = False
	312	self.data.id = str(self.uid) + " data"
	313	self.data.group_id = str(self.uid) + " Model1D"
[5ce7f17]	314
[f0d720b]	315	def _create_default_2d_data(self):
	316	"""
	317	Create 2D data by default
	318	Only when the page is on theory mode.
	319	:warning: This data is never plotted.
	320	"""
	321	self.data = Data2D()
	322	qmax = self.qmax_x / math.sqrt(2)
	323	self.data.xaxis('\\rm{Q_{x}}', 'A^{-1}')
	324	self.data.yaxis('\\rm{Q_{y}}', 'A^{-1}')
	325	self.data.is_data = False
	326	self.data.id = str(self.uid) + " data"
	327	self.data.group_id = str(self.uid) + " Model2D"
[c8e1996]	328	# Default values
[f0d720b]	329	self.data.detector.append(Detector())
	330	index = len(self.data.detector) - 1
	331	self.data.detector[index].distance = 8000 # mm
	332	self.data.source.wavelength = 6 # A
	333	self.data.detector[index].pixel_size.x = 5 # mm
	334	self.data.detector[index].pixel_size.y = 5 # mm
	335	self.data.detector[index].beam_center.x = qmax
	336	self.data.detector[index].beam_center.y = qmax
	337	xmax = qmax
	338	xmin = -qmax
	339	ymax = qmax
	340	ymin = -qmax
	341	qstep = self.npts_x
	342
	343	x = numpy.linspace(start=xmin, stop=xmax, num=qstep, endpoint=True)
	344	y = numpy.linspace(start=ymin, stop=ymax, num=qstep, endpoint=True)
[c8e1996]	345	# use data info instead
[f0d720b]	346	new_x = numpy.tile(x, (len(y), 1))
	347	new_y = numpy.tile(y, (len(x), 1))
	348	new_y = new_y.swapaxes(0, 1)
	349	# all data reuire now in 1d array
	350	qx_data = new_x.flatten()
	351	qy_data = new_y.flatten()
	352	q_data = numpy.sqrt(qx_data * qx_data + qy_data * qy_data)
	353	# set all True (standing for unmasked) as default
	354	mask = numpy.ones(len(qx_data), dtype=bool)
	355	# store x and y bin centers in q space
	356	x_bins = x
	357	y_bins = y
[5ce7f17]	358
[f0d720b]	359	self.data.source = Source()
	360	self.data.data = numpy.ones(len(mask))
	361	self.data.err_data = numpy.ones(len(mask))
	362	self.data.qx_data = qx_data
	363	self.data.qy_data = qy_data
	364	self.data.q_data = q_data
	365	self.data.mask = mask
	366	self.data.x_bins = x_bins
	367	self.data.y_bins = y_bins
	368	# max and min taking account of the bin sizes
	369	self.data.xmin = xmin
	370	self.data.xmax = xmax
	371	self.data.ymin = ymin
	372	self.data.ymax = ymax
	373
	374	def on_set_focus(self, event):
	375	"""
	376	On Set Focus, update guimanger and menu
	377	"""
	378	if self._manager is not None:
	379	wx.PostEvent(self._manager.parent, PanelOnFocusEvent(panel=self))
	380	self.on_tap_focus()
[5ce7f17]	381
[f0d720b]	382	def on_tap_focus(self):
	383	"""
	384	Update menu1 on cliking the page tap
	385	"""
[c8e1996]	386	if self._manager.menu1 is not None:
	387	chain_menu = self._manager.menu1.FindItemById(
[f0d720b]	388	self._manager.id_reset_flag)
	389	chain_menu.Enable(self.batch_on)
	390	sim_menu = self._manager.menu1.FindItemById(self._manager.id_simfit)
	391	flag = self.data.is_data\
[c8e1996]	392	and (self.model is not None)
[f0d720b]	393	sim_menu.Enable(not self.batch_on and flag)
	394	batch_menu = \
	395	self._manager.menu1.FindItemById(self._manager.id_batchfit)
	396	batch_menu.Enable(self.batch_on and flag)
[5ce7f17]	397
[f0d720b]	398	def onContextMenu(self, event):
	399	"""
	400	Retrieve the state selected state
	401	"""
	402	pos = event.GetPosition()
	403	pos = self.ScreenToClient(pos)
	404	self.PopupMenu(self.popUpMenu, pos)
[5ce7f17]	405
[f0d720b]	406	def onUndo(self, event):
	407	"""
	408	Cancel the previous action
	409	"""
	410	event = PreviousStateEvent(page=self)
	411	wx.PostEvent(self.parent, event)
[5ce7f17]	412
[f0d720b]	413	def onRedo(self, event):
	414	"""
	415	Restore the previous action cancelled
	416	"""
	417	event = NextStateEvent(page=self)
	418	wx.PostEvent(self.parent, event)
[5ce7f17]	419
[f0d720b]	420	def define_page_structure(self):
	421	"""
	422	Create empty sizer for a panel
	423	"""
	424	self.vbox = wx.BoxSizer(wx.VERTICAL)
	425	self.sizer0 = wx.BoxSizer(wx.VERTICAL)
	426	self.sizer1 = wx.BoxSizer(wx.VERTICAL)
	427	self.sizer2 = wx.BoxSizer(wx.VERTICAL)
	428	self.sizer3 = wx.BoxSizer(wx.VERTICAL)
	429	self.sizer4 = wx.BoxSizer(wx.VERTICAL)
	430	self.sizer5 = wx.BoxSizer(wx.VERTICAL)
	431	self.sizer6 = wx.BoxSizer(wx.VERTICAL)
[5ce7f17]	432
[f0d720b]	433	self.sizer0.SetMinSize((PANEL_WIDTH, -1))
	434	self.sizer1.SetMinSize((PANEL_WIDTH, -1))
	435	self.sizer2.SetMinSize((PANEL_WIDTH, -1))
	436	self.sizer3.SetMinSize((PANEL_WIDTH, -1))
	437	self.sizer4.SetMinSize((PANEL_WIDTH, -1))
	438	self.sizer5.SetMinSize((PANEL_WIDTH, -1))
	439	self.sizer6.SetMinSize((PANEL_WIDTH, -1))
[5ce7f17]	440
[f0d720b]	441	self.vbox.Add(self.sizer0)
	442	self.vbox.Add(self.sizer1)
	443	self.vbox.Add(self.sizer2)
	444	self.vbox.Add(self.sizer3)
	445	self.vbox.Add(self.sizer4)
	446	self.vbox.Add(self.sizer5)
	447	self.vbox.Add(self.sizer6)
[5ce7f17]	448
[f0d720b]	449	def set_layout(self):
	450	"""
	451	layout
	452	"""
	453	self.vbox.Layout()
	454	self.vbox.Fit(self)
	455	self.SetSizer(self.vbox)
	456	self.Centre()
[5ce7f17]	457
[f0d720b]	458	def set_owner(self, owner):
	459	"""
	460	set owner of fitpage
[5ce7f17]	461
[f0d720b]	462	:param owner: the class responsible of plotting
[5ce7f17]	463
[f0d720b]	464	"""
	465	self.event_owner = owner
	466	self.state.event_owner = owner
[5ce7f17]	467
[f0d720b]	468	def get_state(self):
	469	"""
[5ce7f17]	470	return the current page state
[f0d720b]	471	"""
	472	return self.state
[5ce7f17]	473
[f0d720b]	474	def get_data(self):
	475	"""
	476	return the current data
	477	"""
	478	return self.data
[5ce7f17]	479
[f0d720b]	480	def get_data_list(self):
	481	"""
	482	return the current data
	483	"""
	484	return self.data_list
[5ce7f17]	485
[f0d720b]	486	def set_manager(self, manager):
	487	"""
	488	set panel manager
[5ce7f17]	489
[f0d720b]	490	:param manager: instance of plugin fitting
[5ce7f17]	491
[f0d720b]	492	"""
	493	self._manager = manager
	494	self.state.manager = manager
[5ce7f17]	495
[f0d720b]	496	def populate_box(self, model_dict):
	497	"""
	498	Store list of model
[5ce7f17]	499
[f0d720b]	500	:param model_dict: dictionary containing list of models
[5ce7f17]	501
[f0d720b]	502	"""
	503	self.model_list_box = model_dict
	504	self.state.model_list_box = self.model_list_box
	505	self.initialize_combox()
[5ce7f17]	506
[f0d720b]	507	def set_model_dictionary(self, model_dict):
	508	"""
	509	Store a dictionary linking model name -> model object
	510
	511	:param model_dict: dictionary containing list of models
	512	"""
	513	self.model_dict = model_dict
	514
	515	def initialize_combox(self):
	516	"""
[e28f34d]	517	put default value in the combo box
[5ce7f17]	518	"""
[e28f34d]	519	if self.model_list_box is not None and len(self.model_list_box) > 0:
[f0d720b]	520	self._populate_box(self.structurebox,
[5ce7f17]	521	self.model_list_box["Structure Factors"])
[f0d720b]	522	self.structurebox.Insert("None", 0, None)
	523	self.structurebox.SetSelection(0)
	524	self.structurebox.Hide()
	525	self.text2.Hide()
	526	self.structurebox.Disable()
	527	self.text2.Disable()
[5ce7f17]	528
[f0d720b]	529	def set_dispers_sizer(self):
	530	"""
	531	fill sizer containing dispersity info
	532	"""
[c8e1996]	533	# print "==== entering set_dispers_sizer ==="
[f0d720b]	534	self.sizer4.Clear(True)
	535	name = "Polydispersity and Orientational Distribution"
[6f16e25]	536	box_description = wx.StaticBox(self, wx.ID_ANY, name)
[f0d720b]	537	box_description.SetForegroundColour(wx.BLUE)
	538	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
[c8e1996]	539	# ----------------------------------------------------
[6f16e25]	540	self.disable_disp = wx.RadioButton(self, wx.ID_ANY, 'Off', (10, 10),
[5ce7f17]	541	style=wx.RB_GROUP)
[6f16e25]	542	self.enable_disp = wx.RadioButton(self, wx.ID_ANY, 'On', (10, 30))
[f0d720b]	543	# best size for MAC and PC
	544	if ON_MAC:
	545	size_q = (30, 20)
	546	else:
	547	size_q = (20, 15)
[6f16e25]	548	self.disp_help_bt = wx.Button(self, self.ID_DISPERSER_HELP, '?',
[f0d720b]	549	style=wx.BU_EXACTFIT,
	550	size=size_q)
[5ce7f17]	551	self.disp_help_bt.Bind(wx.EVT_BUTTON, self.on_pd_help_clicked,
	552	id=self.disp_help_bt.GetId())
[a0373d5]	553	self.disp_help_bt.SetToolTipString("Help for polydispersion.")
[5ce7f17]	554
[f0d720b]	555	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
[5ce7f17]	556	id=self.disable_disp.GetId())
[f0d720b]	557	self.Bind(wx.EVT_RADIOBUTTON, self._set_dipers_Param,
[5ce7f17]	558	id=self.enable_disp.GetId())
[c8e1996]	559	# MAC needs SetValue
[f0d720b]	560	self.disable_disp.SetValue(True)
	561	sizer_dispersion = wx.BoxSizer(wx.HORIZONTAL)
	562	sizer_dispersion.Add((20, 20))
	563	name = "" # Polydispersity and \nOrientational Distribution "
[6f16e25]	564	sizer_dispersion.Add(wx.StaticText(self, wx.ID_ANY, name))
[f0d720b]	565	sizer_dispersion.Add(self.enable_disp)
	566	sizer_dispersion.Add((20, 20))
	567	sizer_dispersion.Add(self.disable_disp)
	568	sizer_dispersion.Add((25, 20))
	569	sizer_dispersion.Add(self.disp_help_bt)
[5ce7f17]	570
[c8e1996]	571	# fill a sizer for dispersion
[f0d720b]	572	boxsizer1.Add(sizer_dispersion, 0,
[5ce7f17]	573	wx.TOP\|wx.BOTTOM\|wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE,
	574	border=5)
[f0d720b]	575	self.sizer4_4 = wx.GridBagSizer(6, 5)
	576
	577	boxsizer1.Add(self.sizer4_4)
[c8e1996]	578	# -----------------------------------------------------
[f0d720b]	579	self.sizer4.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
	580	self.sizer4_4.Layout()
	581	self.sizer4.Layout()
	582	self.Layout()
[5ce7f17]	583
[f0d720b]	584	self.Refresh()
[c8e1996]	585	# saving the state of enable dispersity button
[f0d720b]	586	self.state.enable_disp = self.enable_disp.GetValue()
	587	self.state.disable_disp = self.disable_disp.GetValue()
	588	self.SetupScrolling()
[5ce7f17]	589
[f0d720b]	590	def onResetModel(self, event):
	591	"""
	592	Reset model state
	593	"""
	594	menu = event.GetEventObject()
[c8e1996]	595	# post help message for the selected model
[f0d720b]	596	msg = menu.GetHelpString(event.GetId())
	597	msg += " reloaded"
	598	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	599	self.Show(False)
	600	name = menu.GetLabel(event.GetId())
	601	self._on_select_model_helper()
[c8e1996]	602	if self.model is not None:
[f0d720b]	603	self.m_name = self.model.name
	604	if name in self.saved_states.keys():
	605	previous_state = self.saved_states[name]
[c8e1996]	606	# reset state of checkbox,textcrtl and regular parameters value
[5ce7f17]	607
[f0d720b]	608	self.reset_page(previous_state)
	609	self.state.m_name = self.m_name
	610	self.Show(True)
[5ce7f17]	611
[f0d720b]	612	def on_preview(self, event):
	613	"""
	614	Report the current fit results
	615	"""
	616	# Get plot image from plotpanel
	617	images, canvases = self.get_images()
	618	# get the report dialog
	619	self.state.report(images, canvases)
[5ce7f17]	620
[f0d720b]	621	def on_save(self, event):
	622	"""
	623	Save the current state into file
	624	"""
	625	self.save_current_state()
	626	new_state = self.state.clone()
	627	# Ask the user the location of the file to write to.
	628	path = None
[c8e1996]	629	if self.parent is not None:
[f0d720b]	630	self._default_save_location = \
	631	self._manager.parent._default_save_location
	632	dlg = wx.FileDialog(self, "Choose a file", self._default_save_location,
[5ce7f17]	633	self.window_caption, "*.fitv", wx.SAVE)
[f0d720b]	634
	635	if dlg.ShowModal() == wx.ID_OK:
	636	path = dlg.GetPath()
	637	self._default_save_location = os.path.dirname(path)
[5ce7f17]	638	self._manager.parent._default_save_location = \
[c8e1996]	639	self._default_save_location
[f0d720b]	640	else:
	641	return None
	642	# MAC always needs the extension for saving
	643	extens = ".fitv"
	644	# Make sure the ext included in the file name
	645	fName = os.path.splitext(path)[0] + extens
[c8e1996]	646	# the manager write the state into file
[f0d720b]	647	self._manager.save_fit_state(filepath=fName, fitstate=new_state)
	648	return new_state
[5ce7f17]	649
[f0d720b]	650	def on_copy(self, event):
	651	"""
	652	Copy Parameter values to the clipboad
	653	"""
[c8e1996]	654	if event is not None:
[f0d720b]	655	event.Skip()
	656	# It seems MAC needs wxCallAfter
	657	if event.GetId() == GUIFRAME_ID.COPYEX_ID:
	658	print "copy excel"
	659	wx.CallAfter(self.get_copy_excel)
	660	elif event.GetId() == GUIFRAME_ID.COPYLAT_ID:
	661	print "copy latex"
	662	wx.CallAfter(self.get_copy_latex)
	663	else:
	664	wx.CallAfter(self.get_copy)
	665
	666	def on_paste(self, event):
	667	"""
	668	Paste Parameter values to the panel if possible
	669	"""
[c8e1996]	670	# if event is not None:
[f0d720b]	671	# event.Skip()
	672	# It seems MAC needs wxCallAfter for the setvalues
	673	# for multiple textctrl items, otherwise it tends to crash once a while
	674	wx.CallAfter(self.get_paste)
	675	# messages depending on the flag
[c8e1996]	676	# self._copy_info(True)
[5ce7f17]	677
[f0d720b]	678	def _copy_info(self, flag):
	679	"""
[e92a352]	680	Send event depending on flag
[5ce7f17]	681
[e92a352]	682	: Param flag: flag that distinguishes the event
[f0d720b]	683	"""
	684	# messages depending on the flag
[c8e1996]	685	if flag is None:
[f0d720b]	686	msg = " Parameter values are copied to the clipboard..."
	687	infor = 'warning'
	688	elif flag:
	689	msg = " Parameter values are pasted from the clipboard..."
	690	infor = "warning"
	691	else:
	692	msg = "Error occurred: "
	693	msg += "No valid parameter values to paste from the clipboard..."
	694	infor = "warning"
	695	# inform msg to wx
	696	wx.PostEvent(self._manager.parent,
[5ce7f17]	697	StatusEvent(status=msg, info=infor))
	698
[f0d720b]	699	def _get_time_stamp(self):
	700	"""
	701	return time and date stings
	702	"""
	703	# date and time
	704	year, month, day, hour, minute, second, _, _, _ = time.localtime()
	705	current_time = str(hour) + ":" + str(minute) + ":" + str(second)
	706	current_date = str(month) + "/" + str(day) + "/" + str(year)
	707	return current_time, current_date
[5ce7f17]	708
[f0d720b]	709	def on_bookmark(self, event):
	710	"""
	711	save history of the data and model
	712	"""
[c8e1996]	713	if self.model is None:
[f0d720b]	714	msg = "Can not bookmark; Please select Data and Model first..."
	715	wx.MessageBox(msg, 'Info')
	716	return
	717	self.save_current_state()
	718	new_state = self.state.clone()
[c8e1996]	719	# Add model state on context menu
[f0d720b]	720	self.number_saved_state += 1
	721	current_time, current_date = self._get_time_stamp()
[c8e1996]	722	# name= self.model.name+"[%g]"%self.number_saved_state
[f0d720b]	723	name = "Fitting: %g]" % self.number_saved_state
	724	name += self.model.__class__.__name__
	725	name += "bookmarked at %s on %s" % (current_time, current_date)
	726	self.saved_states[name] = new_state
[5ce7f17]	727
[c8e1996]	728	# Add item in the context menu
[f0d720b]	729	msg = "Model saved at %s on %s" % (current_time, current_date)
[c8e1996]	730	# post help message for the selected model
[f0d720b]	731	msg += " Saved! right click on this page to retrieve this model"
	732	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[5ce7f17]	733
[6f16e25]	734	self.popUpMenu.Append(self.ID_BOOKMARK, name, str(msg))
	735	wx.EVT_MENU(self, self.ID_BOOKMARK, self.onResetModel)
[f0d720b]	736	wx.PostEvent(self._manager.parent,
	737	AppendBookmarkEvent(title=name,
	738	hint=str(msg),
	739	handler=self._back_to_bookmark))
[5ce7f17]	740
[f0d720b]	741	def _back_to_bookmark(self, event):
	742	"""
	743	Back to bookmark
	744	"""
	745	self._manager.on_perspective(event)
	746	self.onResetModel(event)
	747	self._draw_model()
[5ce7f17]	748
[f0d720b]	749	def onSetFocus(self, evt):
	750	"""
	751	highlight the current textcrtl and hide the error text control shown
	752	after fitting
	753	"""
	754	return
[5ce7f17]	755
[f0d720b]	756	def read_file(self, path):
	757	"""
	758	Read two columns file
[5ce7f17]	759
[f0d720b]	760	:param path: the path to the file to read
[5ce7f17]	761
[f0d720b]	762	"""
	763	try:
[c8e1996]	764	if path is None:
[5ce7f17]	765	status = " Selected Distribution was not loaded: %s" % path
[f0d720b]	766	wx.PostEvent(self._manager.parent,
[5ce7f17]	767	StatusEvent(status=status))
[f0d720b]	768	return None, None
	769	input_f = open(path, 'r')
	770	buff = input_f.read()
	771	lines = buff.split('\n')
	772	input_f.close()
	773	angles = []
	774	weights = []
	775	for line in lines:
	776	toks = line.split()
	777	try:
	778	angle = float(toks[0])
	779	weight = float(toks[1])
	780	angles.append(angle)
	781	weights.append(weight)
[7673ecd]	782	except Exception:
[f0d720b]	783	# Skip non-data lines
[7673ecd]	784	logging.error(traceback.format_exc())
[f0d720b]	785	return numpy.array(angles), numpy.array(weights)
	786	except:
	787	raise
	788
	789	def createMemento(self):
	790	"""
	791	return the current state of the page
	792	"""
	793	return self.state.clone()
[5ce7f17]	794
[f0d720b]	795	def save_current_state(self):
	796	"""
	797	Store current state
	798	"""
[c8e1996]	799	# save model option
	800	if self.model is not None:
[f0d720b]	801	self.disp_list = self.model.getDispParamList()
	802	self.state.disp_list = copy.deepcopy(self.disp_list)
	803	self.state.model = self.model.clone()
[5ce7f17]	804
[c8e1996]	805	# model combobox: complex code because of mac's silent error
	806	if self.structurebox is not None:
[f0d720b]	807	if self.structurebox.IsShown():
	808	self.state.structurecombobox = 'None'
	809	s_select = self.structurebox.GetSelection()
	810	if s_select > 0:
[c8e1996]	811	self.state.structurecombobox = \
	812	self.structurebox.GetString(s_select)
	813	if self.formfactorbox is not None:
[f0d720b]	814	f_select = self.formfactorbox.GetSelection()
	815	if f_select > 0:
[c8e1996]	816	self.state.formfactorcombobox = \
	817	self.formfactorbox.GetString(f_select)
	818	if self.categorybox is not None:
[f0d720b]	819	cb_select = self.categorybox.GetSelection()
	820	if cb_select > 0:
[c8e1996]	821	self.state.categorycombobox = \
	822	self.categorybox.GetString(cb_select)
[5ce7f17]	823
[f0d720b]	824	self.state.enable2D = copy.deepcopy(self.enable2D)
	825	self.state.values = copy.deepcopy(self.values)
	826	self.state.weights = copy.deepcopy(self.weights)
[c8e1996]	827	# save data
[f0d720b]	828	self.state.data = copy.deepcopy(self.data)
	829	self.state.qmax_x = self.qmax_x
	830	self.state.qmin_x = self.qmin_x
	831	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
	832	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
	833	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
	834	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
	835	self.state.dq_l = self.dq_l
	836	self.state.dq_r = self.dq_r
	837	if hasattr(self, "enable_disp"):
	838	self.state.enable_disp = self.enable_disp.GetValue()
	839	self.state.disable_disp = self.disable_disp.GetValue()
[5ce7f17]	840
[f0d720b]	841	self.state.smearer = copy.deepcopy(self.current_smearer)
	842	if hasattr(self, "enable_smearer"):
	843	self.state.enable_smearer = \
	844	copy.deepcopy(self.enable_smearer.GetValue())
	845	self.state.disable_smearer = \
	846	copy.deepcopy(self.disable_smearer.GetValue())
	847
	848	self.state.pinhole_smearer = \
	849	copy.deepcopy(self.pinhole_smearer.GetValue())
[7e98655]	850	self.state.dx_percent = copy.deepcopy(self.dx_percent)
[f0d720b]	851	self.state.dxl = copy.deepcopy(self.dxl)
	852	self.state.dxw = copy.deepcopy(self.dxw)
	853	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
[5ce7f17]	854
[f0d720b]	855	if len(self._disp_obj_dict) > 0:
	856	for k, v in self._disp_obj_dict.iteritems():
[6c382da]	857	self.state._disp_obj_dict[k] = v.type
[f0d720b]	858
	859	self.state.values = copy.deepcopy(self.values)
	860	self.state.weights = copy.deepcopy(self.weights)
[c8e1996]	861	# save plotting range
[f0d720b]	862	self._save_plotting_range()
[5ce7f17]	863
[f0d720b]	864	self.state.orientation_params = []
	865	self.state.orientation_params_disp = []
	866	self.state.parameters = []
	867	self.state.fittable_param = []
	868	self.state.fixed_param = []
	869	self.state.str_parameters = []
	870
[c8e1996]	871	# save checkbutton state and txtcrtl values
[f0d720b]	872	self._copy_parameters_state(self.str_parameters,
	873	self.state.str_parameters)
	874	self._copy_parameters_state(self.orientation_params,
	875	self.state.orientation_params)
	876	self._copy_parameters_state(self.orientation_params_disp,
[2abe6bf]	877	self.state.orientation_params_disp)
[5ce7f17]	878
[f0d720b]	879	self._copy_parameters_state(self.parameters, self.state.parameters)
	880	self._copy_parameters_state(self.fittable_param,
[2abe6bf]	881	self.state.fittable_param)
[f0d720b]	882	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[c8e1996]	883	# save chisqr
[f0d720b]	884	self.state.tcChi = self.tcChi.GetValue()
[5ce7f17]	885
[f0d720b]	886	def save_current_state_fit(self):
	887	"""
	888	Store current state for fit_page
	889	"""
[c8e1996]	890	# save model option
	891	if self.model is not None:
[f0d720b]	892	self.disp_list = self.model.getDispParamList()
	893	self.state.disp_list = copy.deepcopy(self.disp_list)
	894	self.state.model = self.model.clone()
[5ce7f17]	895
[f0d720b]	896	self.state.enable2D = copy.deepcopy(self.enable2D)
	897	self.state.values = copy.deepcopy(self.values)
	898	self.state.weights = copy.deepcopy(self.weights)
[c8e1996]	899	# save data
[f0d720b]	900	self.state.data = copy.deepcopy(self.data)
[5ce7f17]	901
[f0d720b]	902	if hasattr(self, "enable_disp"):
	903	self.state.enable_disp = self.enable_disp.GetValue()
	904	self.state.disable_disp = self.disable_disp.GetValue()
[5ce7f17]	905
[f0d720b]	906	self.state.smearer = copy.deepcopy(self.current_smearer)
	907	if hasattr(self, "enable_smearer"):
	908	self.state.enable_smearer = \
	909	copy.deepcopy(self.enable_smearer.GetValue())
	910	self.state.disable_smearer = \
	911	copy.deepcopy(self.disable_smearer.GetValue())
[5ce7f17]	912
[f0d720b]	913	self.state.pinhole_smearer = \
	914	copy.deepcopy(self.pinhole_smearer.GetValue())
	915	self.state.slit_smearer = copy.deepcopy(self.slit_smearer.GetValue())
	916	self.state.dI_noweight = copy.deepcopy(self.dI_noweight.GetValue())
	917	self.state.dI_didata = copy.deepcopy(self.dI_didata.GetValue())
	918	self.state.dI_sqrdata = copy.deepcopy(self.dI_sqrdata.GetValue())
	919	self.state.dI_idata = copy.deepcopy(self.dI_idata.GetValue())
[c8e1996]	920	if hasattr(self, "disp_box") and self.disp_box is not None:
[f0d720b]	921	self.state.disp_box = self.disp_box.GetCurrentSelection()
	922
	923	if len(self.disp_cb_dict) > 0:
	924	for k, v in self.disp_cb_dict.iteritems():
[c8e1996]	925	if v is None:
[f0d720b]	926	self.state.disp_cb_dict[k] = v
	927	else:
	928	try:
	929	self.state.disp_cb_dict[k] = v.GetValue()
	930	except:
	931	self.state.disp_cb_dict[k] = None
	932	if len(self._disp_obj_dict) > 0:
	933	for k, v in self._disp_obj_dict.iteritems():
[6c382da]	934	self.state._disp_obj_dict[k] = v.type
[5ce7f17]	935
[f0d720b]	936	self.state.values = copy.deepcopy(self.values)
	937	self.state.weights = copy.deepcopy(self.weights)
[5ce7f17]	938
[c8e1996]	939	# save plotting range
[f0d720b]	940	self._save_plotting_range()
[5ce7f17]	941
[c8e1996]	942	# save checkbutton state and txtcrtl values
[f0d720b]	943	self._copy_parameters_state(self.orientation_params,
[5ce7f17]	944	self.state.orientation_params)
[f0d720b]	945	self._copy_parameters_state(self.orientation_params_disp,
[5ce7f17]	946	self.state.orientation_params_disp)
[f0d720b]	947	self._copy_parameters_state(self.parameters, self.state.parameters)
	948	self._copy_parameters_state(self.fittable_param,
[5ce7f17]	949	self.state.fittable_param)
[f0d720b]	950	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[5ce7f17]	951
[f0d720b]	952	def check_invalid_panel(self):
	953	"""
	954	check if the user can already perform some action with this panel
	955	"""
	956	if self.data is None:
	957	self.disable_smearer.SetValue(True)
	958	self.disable_disp.SetValue(True)
	959	msg = "Please load Data and select Model to start..."
	960	wx.MessageBox(msg, 'Info')
[c8e1996]	961	return True
[5ce7f17]	962
[f0d720b]	963	def set_model_state(self, state):
	964	"""
	965	reset page given a model state
	966	"""
	967	self.disp_cb_dict = state.disp_cb_dict
	968	self.disp_list = state.disp_list
[5ce7f17]	969
[c8e1996]	970	# fill model combobox
[f0d720b]	971	self._show_combox_helper()
[c8e1996]	972	# select the current model
[f0d720b]	973	try:
	974	# to support older version
	975	category_pos = int(state.categorycombobox)
	976	except:
	977	category_pos = 0
	978	for ind_cat in range(self.categorybox.GetCount()):
[5ce7f17]	979	if self.categorycombobox.GetString(ind_cat) == \
[f0d720b]	980	state.categorycombobox:
	981	category_pos = int(ind_cat)
	982	break
[5ce7f17]	983
[f0d720b]	984	self.categorybox.Select(category_pos)
	985	try:
	986	# to support older version
	987	formfactor_pos = int(state.formfactorcombobox)
	988	except:
	989	formfactor_pos = 0
	990	for ind_form in range(self.formfactorbox.GetCount()):
	991	if self.formfactorbox.GetString(ind_form) == \
	992	state.formfactorcombobox:
	993	formfactor_pos = int(ind_form)
	994	break
[5ce7f17]	995
[f0d720b]	996	self.formfactorbox.Select(formfactor_pos)
[5ce7f17]	997
[f0d720b]	998	try:
	999	# to support older version
	1000	structfactor_pos = int(state.structurecombobox)
	1001	except:
	1002	structfactor_pos = 0
	1003	for ind_struct in range(self.structurebox.GetCount()):
	1004	if self.structurebox.GetString(ind_struct) == \
	1005	state.structurecombobox:
	1006	structfactor_pos = int(ind_struct)
	1007	break
[5ce7f17]	1008
[f0d720b]	1009	self.structurebox.SetSelection(structfactor_pos)
[5ce7f17]	1010
[c8e1996]	1011	if state.multi_factor is not None:
[f0d720b]	1012	self.multifactorbox.SetSelection(state.multi_factor)
[5ce7f17]	1013
[c8e1996]	1014	# reset state of checkbox,textcrtl and regular parameters value
[f0d720b]	1015	self._reset_parameters_state(self.orientation_params_disp,
	1016	state.orientation_params_disp)
	1017	self._reset_parameters_state(self.orientation_params,
	1018	state.orientation_params)
	1019	self._reset_parameters_state(self.str_parameters,
	1020	state.str_parameters)
	1021	self._reset_parameters_state(self.parameters, state.parameters)
[c8e1996]	1022	# display dispersion info layer
[f0d720b]	1023	self.enable_disp.SetValue(state.enable_disp)
	1024	self.disable_disp.SetValue(state.disable_disp)
[5ce7f17]	1025
[c8e1996]	1026	if hasattr(self, "disp_box") and self.disp_box is not None:
[f0d720b]	1027	self.disp_box.SetSelection(state.disp_box)
	1028	n = self.disp_box.GetCurrentSelection()
	1029	dispersity = self.disp_box.GetClientData(n)
	1030	name = dispersity.__name__
	1031	self._set_dipers_Param(event=None)
[5ce7f17]	1032
[f0d720b]	1033	if name == "ArrayDispersion":
[5ce7f17]	1034
[f0d720b]	1035	for item in self.disp_cb_dict.keys():
[5ce7f17]	1036
[f0d720b]	1037	if hasattr(self.disp_cb_dict[item], "SetValue"):
[c8e1996]	1038	self.disp_cb_dict[item].SetValue(
[f0d720b]	1039	state.disp_cb_dict[item])
	1040	# Create the dispersion objects
[a0373d5]	1041	disp_model = POLYDISPERSITY_MODELS['array']()
[f0d720b]	1042	if hasattr(state, "values") and \
[505706a]	1043	self.disp_cb_dict[item].GetValue():
[f0d720b]	1044	if len(state.values) > 0:
	1045	self.values = state.values
	1046	self.weights = state.weights
	1047	disp_model.set_weights(self.values,
	1048	state.weights)
	1049	else:
	1050	self._reset_dispersity()
[5ce7f17]	1051
[f0d720b]	1052	self._disp_obj_dict[item] = disp_model
	1053	# Set the new model as the dispersion object
[c8e1996]	1054	# for the selected parameter
[f0d720b]	1055	self.model.set_dispersion(item, disp_model)
[5ce7f17]	1056
[f0d720b]	1057	self.model._persistency_dict[item] = \
	1058	[state.values, state.weights]
[5ce7f17]	1059
[f0d720b]	1060	else:
	1061	keys = self.model.getParamList()
	1062	for item in keys:
	1063	if item in self.disp_list and \
[c8e1996]	1064	item not in self.model.details:
[f0d720b]	1065	self.model.details[item] = ["", None, None]
	1066	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
	1067	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
[c8e1996]	1068	# smearing info restore
[f0d720b]	1069	if hasattr(self, "enable_smearer"):
[c8e1996]	1070	# set smearing value whether or not the data
	1071	# contain the smearing info
[f0d720b]	1072	self.enable_smearer.SetValue(state.enable_smearer)
	1073	self.disable_smearer.SetValue(state.disable_smearer)
	1074	self.onSmear(event=None)
	1075	self.pinhole_smearer.SetValue(state.pinhole_smearer)
	1076	self.slit_smearer.SetValue(state.slit_smearer)
[5ce7f17]	1077
[f0d720b]	1078	self.dI_noweight.SetValue(state.dI_noweight)
	1079	self.dI_didata.SetValue(state.dI_didata)
	1080	self.dI_sqrdata.SetValue(state.dI_sqrdata)
	1081	self.dI_idata.SetValue(state.dI_idata)
[5ce7f17]	1082
[c8e1996]	1083	# we have two more options for smearing
[f0d720b]	1084	if self.pinhole_smearer.GetValue():
	1085	self.onPinholeSmear(event=None)
	1086	elif self.slit_smearer.GetValue():
	1087	self.onSlitSmear(event=None)
[5ce7f17]	1088
[c8e1996]	1089	# reset state of checkbox,textcrtl and dispersity parameters value
[f0d720b]	1090	self._reset_parameters_state(self.fittable_param, state.fittable_param)
	1091	self._reset_parameters_state(self.fixed_param, state.fixed_param)
[5ce7f17]	1092
[c8e1996]	1093	# draw the model with previous parameters value
[f0d720b]	1094	self._onparamEnter_helper()
	1095	self.select_param(event=None)
[c8e1996]	1096	# Save state_fit
[f0d720b]	1097	self.save_current_state_fit()
	1098	self._lay_out()
	1099	self.Refresh()
[5ce7f17]	1100
[f22b43c]	1101	def get_cat_combo_box_pos(self, state):
	1102	"""
	1103	Iterate through the categories to find the structurefactor
	1104	:return: combo_box_position
	1105	"""
	1106	for key, value in self.master_category_dict.iteritems():
[db5294e]	1107	formfactor = state.formfactorcombobox.split(":")
	1108	if isinstance(formfactor, list):
	1109	formfactor = formfactor[0]
[f22b43c]	1110	for list_item in value:
[db5294e]	1111	if formfactor in list_item:
[f22b43c]	1112	return self.categorybox.Items.index(key)
[c8e1996]	1113	return 0
[f22b43c]	1114
[f0d720b]	1115	def reset_page_helper(self, state):
	1116	"""
	1117	Use page_state and change the state of existing page
[5ce7f17]	1118
[f0d720b]	1119	:precondition: the page is already drawn or created
[5ce7f17]	1120
[e92a352]	1121	:postcondition: the state of the underlying data changes as well as the
[f0d720b]	1122	state of the graphic interface
	1123	"""
[c8e1996]	1124	if state is None:
[f0d720b]	1125	return
	1126	# set data, etc. from the state
	1127	# reset page between theory and fitting from bookmarking
	1128	data = state.data
	1129
[c8e1996]	1130	if data is None:
[f0d720b]	1131	data_min = state.qmin
	1132	data_max = state.qmax
	1133	self.qmin_x = data_min
	1134	self.qmax_x = data_max
	1135	self.qmin.SetValue(str(data_min))
	1136	self.qmax.SetValue(str(data_max))
	1137
	1138	self.state.data = data
	1139	self.state.qmin = self.qmin_x
	1140	self.state.qmax = self.qmax_x
	1141	else:
	1142	self.set_data(data)
[5ce7f17]	1143
[f0d720b]	1144	self.enable2D = state.enable2D
	1145	try:
	1146	self.magnetic_on = state.magnetic_on
	1147	except:
	1148	# Backward compatibility (for older state files)
	1149	self.magnetic_on = False
	1150
	1151	self.disp_cb_dict = state.disp_cb_dict
	1152	self.disp_list = state.disp_list
[5ce7f17]	1153
[c8e1996]	1154	# fill model combobox
[f0d720b]	1155	self._show_combox_helper()
[c8e1996]	1156	# select the current model
[0633048]	1157	state._convert_to_sasmodels()
	1158	state.categorycombobox = unicode(state.categorycombobox)
	1159	if state.categorycombobox in self.categorybox.Items:
	1160	category_pos = self.categorybox.Items.index(
	1161	state.categorycombobox)
	1162	else:
	1163	# Look in master list for model name (model.lower)
	1164	category_pos = self.get_cat_combo_box_pos(state)
[5ce7f17]	1165
[f0d720b]	1166	self.categorybox.Select(category_pos)
	1167	self._show_combox(None)
[0de74af]	1168	from models import PLUGIN_NAME_BASE
[4387385]	1169	if self.categorybox.GetValue() == CUSTOM_MODEL \
[0de74af]	1170	and PLUGIN_NAME_BASE not in state.formfactorcombobox:
[0633048]	1171	state.formfactorcombobox = \
[0de74af]	1172	PLUGIN_NAME_BASE + state.formfactorcombobox
[0633048]	1173	formfactor_pos = 0
	1174	for ind_form in range(self.formfactorbox.GetCount()):
	1175	if self.formfactorbox.GetString(ind_form) == \
	1176	(state.formfactorcombobox):
	1177	formfactor_pos = int(ind_form)
	1178	break
[5ce7f17]	1179
[f0d720b]	1180	self.formfactorbox.Select(formfactor_pos)
[5ce7f17]	1181
[c8e1996]	1182	structfactor_pos = 0
[0633048]	1183	if state.structurecombobox is not None:
	1184	state.structurecombobox = unicode(state.structurecombobox)
	1185	for ind_struct in range(self.structurebox.GetCount()):
	1186	if self.structurebox.GetString(ind_struct) == \
	1187	(state.structurecombobox):
	1188	structfactor_pos = int(ind_struct)
	1189	break
[5ce7f17]	1190
[f0d720b]	1191	self.structurebox.SetSelection(structfactor_pos)
	1192
[c8e1996]	1193	if state.multi_factor is not None:
[f0d720b]	1194	self.multifactorbox.SetSelection(state.multi_factor)
	1195
[c8e1996]	1196	# draw the panel according to the new model parameter
[f0d720b]	1197	self._on_select_model(event=None)
[5ce7f17]	1198
[f0d720b]	1199	# take care of 2D button
[c8e1996]	1200	if data is None and self.model_view.IsEnabled():
[f0d720b]	1201	if self.enable2D:
	1202	self.model_view.SetLabel("2D Mode")
	1203	else:
	1204	self.model_view.SetLabel("1D Mode")
[bac3988]	1205
[c8e1996]	1206	# reset state of checkbox,textcrtl and regular parameters value
[f0d720b]	1207	self._reset_parameters_state(self.orientation_params_disp,
	1208	state.orientation_params_disp)
	1209	self._reset_parameters_state(self.orientation_params,
	1210	state.orientation_params)
	1211	self._reset_parameters_state(self.str_parameters,
	1212	state.str_parameters)
	1213	self._reset_parameters_state(self.parameters, state.parameters)
[c8e1996]	1214	# display dispersion info layer
[f0d720b]	1215	self.enable_disp.SetValue(state.enable_disp)
	1216	self.disable_disp.SetValue(state.disable_disp)
	1217	# If the polydispersion is ON
	1218	if state.enable_disp:
	1219	# reset dispersion according the state
	1220	self._set_dipers_Param(event=None)
	1221	self._reset_page_disp_helper(state)
[c8e1996]	1222	# plotting range restore
[f0d720b]	1223	self._reset_plotting_range(state)
[c8e1996]	1224	# smearing info restore
[f0d720b]	1225	if hasattr(self, "enable_smearer"):
[c8e1996]	1226	# set smearing value whether or not the data
	1227	# contain the smearing info
[f0d720b]	1228	self.enable_smearer.SetValue(state.enable_smearer)
	1229	self.disable_smearer.SetValue(state.disable_smearer)
	1230	self.onSmear(event=None)
	1231	self.pinhole_smearer.SetValue(state.pinhole_smearer)
	1232	self.slit_smearer.SetValue(state.slit_smearer)
	1233	try:
	1234	self.dI_noweight.SetValue(state.dI_noweight)
	1235	self.dI_didata.SetValue(state.dI_didata)
	1236	self.dI_sqrdata.SetValue(state.dI_sqrdata)
	1237	self.dI_idata.SetValue(state.dI_idata)
	1238	except:
	1239	# to support older state file formats
	1240	self.dI_noweight.SetValue(False)
	1241	self.dI_didata.SetValue(True)
	1242	self.dI_sqrdata.SetValue(False)
	1243	self.dI_idata.SetValue(False)
[5ce7f17]	1244
[c8e1996]	1245	# we have two more options for smearing
[f0d720b]	1246	if self.pinhole_smearer.GetValue():
[d85f1d8a]	1247	self.dx_percent = state.dx_percent
[7e98655]	1248	if self.dx_percent is not None:
[096181d]	1249	if state.dx_old:
[b301db9]	1250	self.dx_percent = 100 * (self.dx_percent / self.data.x[0])
[096181d]	1251	self.smear_pinhole_percent.SetValue("%.2f" % self.dx_percent)
[f0d720b]	1252	self.onPinholeSmear(event=None)
	1253	elif self.slit_smearer.GetValue():
	1254	self.dxl = state.dxl
	1255	self.dxw = state.dxw
[c8e1996]	1256	if self.dxl is not None:
[f0d720b]	1257	self.smear_slit_height.SetValue(str(self.dxl))
[c8e1996]	1258	if self.dxw is not None:
[5ce7f17]	1259	self.smear_slit_width.SetValue(str(self.dxw))
[f0d720b]	1260	else:
[5ce7f17]	1261	self.smear_slit_width.SetValue('')
[f0d720b]	1262	self.onSlitSmear(event=None)
[5ce7f17]	1263
[c8e1996]	1264	# reset state of checkbox,textcrtl and dispersity parameters value
[f0d720b]	1265	self._reset_parameters_state(self.fittable_param, state.fittable_param)
	1266	self._reset_parameters_state(self.fixed_param, state.fixed_param)
[5ce7f17]	1267
[c8e1996]	1268	# draw the model with previous parameters value
[f0d720b]	1269	self._onparamEnter_helper()
[c8e1996]	1270	# reset the value of chisqr when not consistent with the value computed
[f0d720b]	1271	self.tcChi.SetValue(str(self.state.tcChi))
[c8e1996]	1272	# reset context menu items
[f0d720b]	1273	self._reset_context_menu()
[5ce7f17]	1274
[c8e1996]	1275	# set the value of the current state to the state given as parameter
[f0d720b]	1276	self.state = state.clone()
	1277	self.state.m_name = self.m_name
[5ce7f17]	1278
[f0d720b]	1279	def _reset_page_disp_helper(self, state):
	1280	"""
	1281	Help to rest page for dispersions
	1282	"""
	1283	keys = self.model.getParamList()
	1284	for item in keys:
	1285	if item in self.disp_list and \
[c8e1996]	1286	item not in self.model.details:
[f0d720b]	1287	self.model.details[item] = ["", None, None]
[c8e1996]	1288	# for k,v in self.state.disp_cb_dict.iteritems():
[f0d720b]	1289	self.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
	1290	self.state.disp_cb_dict = copy.deepcopy(state.disp_cb_dict)
	1291	self.values = copy.deepcopy(state.values)
	1292	self.weights = copy.deepcopy(state.weights)
[5ce7f17]	1293
[6c382da]	1294	for key, disp_type in state._disp_obj_dict.iteritems():
[c8e1996]	1295	# disp_model = disp
[6c382da]	1296	disp_model = POLYDISPERSITY_MODELS[disp_type]()
[f0d720b]	1297	self._disp_obj_dict[key] = disp_model
	1298	param_name = key.split('.')[0]
	1299	# Try to set dispersion only when available
	1300	# for eg., pass the orient. angles for 1D Cal
	1301	try:
	1302	self.model.set_dispersion(param_name, disp_model)
	1303	self.model._persistency_dict[key] = \
[c8e1996]	1304	[state.values, state.weights]
[7673ecd]	1305	except Exception:
	1306	logging.error(traceback.format_exc())
[f0d720b]	1307	selection = self._find_polyfunc_selection(disp_model)
	1308	for list in self.fittable_param:
[c8e1996]	1309	if list[1] == key and list[7] is not None:
[f0d720b]	1310	list[7].SetSelection(selection)
	1311	# For the array disp_model, set the values and weights
	1312	if selection == 1:
	1313	disp_model.set_weights(self.values[key],
	1314	self.weights[key])
	1315	try:
	1316	# Diables all fittable params for array
	1317	list[0].SetValue(False)
	1318	list[0].Disable()
	1319	list[2].Disable()
	1320	list[5].Disable()
	1321	list[6].Disable()
[7673ecd]	1322	except Exception:
	1323	logging.error(traceback.format_exc())
[f0d720b]	1324	# For array, disable all fixed params
	1325	if selection == 1:
	1326	for item in self.fixed_param:
	1327	if item[1].split(".")[0] == key.split(".")[0]:
	1328	# try it and pass it for the orientation for 1D
	1329	try:
	1330	item[2].Disable()
[7673ecd]	1331	except Exception:
	1332	logging.error(traceback.format_exc())
[5ce7f17]	1333
[f0d720b]	1334	def _selectDlg(self):
	1335	"""
[e92a352]	1336	open a dialog file to select the customized polydispersity function
[f0d720b]	1337	"""
[c8e1996]	1338	if self.parent is not None:
[f0d720b]	1339	self._default_save_location = \
	1340	self._manager.parent.get_save_location()
	1341	dlg = wx.FileDialog(self, "Choose a weight file",
[5ce7f17]	1342	self._default_save_location, "",
	1343	".", wx.OPEN)
[f0d720b]	1344	path = None
	1345	if dlg.ShowModal() == wx.ID_OK:
	1346	path = dlg.GetPath()
	1347	dlg.Destroy()
	1348	return path
	1349
	1350	def _reset_context_menu(self):
	1351	"""
	1352	reset the context menu
	1353	"""
[6f16e25]	1354	ids = iter(self._id_pool) # Reusing ids for context menu
[f0d720b]	1355	for name, _ in self.state.saved_states.iteritems():
	1356	self.number_saved_state += 1
[c8e1996]	1357	# Add item in the context menu
[6f16e25]	1358	wx_id = ids.next()
[f0d720b]	1359	msg = 'Save model and state %g' % self.number_saved_state
[6f16e25]	1360	self.popUpMenu.Append(wx_id, name, msg)
	1361	wx.EVT_MENU(self, wx_id, self.onResetModel)
[5ce7f17]	1362
[f0d720b]	1363	def _reset_plotting_range(self, state):
	1364	"""
	1365	Reset the plotting range to a given state
	1366	"""
	1367	self.qmin.SetValue(str(state.qmin))
	1368	self.qmax.SetValue(str(state.qmax))
	1369
	1370	def _save_typeOfmodel(self):
	1371	"""
	1372	save radiobutton containing the type model that can be selected
	1373	"""
[c8e1996]	1374	# self.state.shape_rbutton = self.shape_rbutton.GetValue()
	1375	# self.state.shape_indep_rbutton = self.shape_indep_rbutton.GetValue()
	1376	# self.state.struct_rbutton = self.struct_rbutton.GetValue()
	1377	# self.state.plugin_rbutton = self.plugin_rbutton.GetValue()
[77910cf]	1378	self.state.structurecombobox = self.structurebox.GetValue()
	1379	self.state.formfactorcombobox = self.formfactorbox.GetValue()
	1380	self.state.categorycombobox = self.categorybox.GetValue()
[5ce7f17]	1381
[c8e1996]	1382	# post state to fit panel
[f0d720b]	1383	event = PageInfoEvent(page=self)
	1384	wx.PostEvent(self.parent, event)
[5ce7f17]	1385
[f0d720b]	1386	def _save_plotting_range(self):
	1387	"""
	1388	save the state of plotting range
	1389	"""
	1390	self.state.qmin = self.qmin_x
	1391	self.state.qmax = self.qmax_x
	1392	self.state.npts = self.npts_x
[5ce7f17]	1393
[c8e1996]	1394	def _onparamEnter_helper(self, is_modified=False):
[f0d720b]	1395	"""
	1396	check if values entered by the user are changed and valid to replot
	1397	model
	1398	"""
	1399	# Flag to register when a parameter has changed.
[c8e1996]	1400	# is_modified = False
[f0d720b]	1401	self.fitrange = True
	1402	is_2Ddata = False
[c8e1996]	1403	# self._undo.Enable(True)
[f0d720b]	1404	# check if 2d data
	1405	if self.data.__class__.__name__ == "Data2D":
	1406	is_2Ddata = True
[c8e1996]	1407	if self.model is not None:
	1408	# Either we get a is_modified = True passed in because
	1409	# _update_paramv_on_fit() has been called already or
[8662a58]	1410	# we need to check here ourselves.
	1411	if not is_modified:
	1412	is_modified = (self._check_value_enter(self.fittable_param)
	1413	or self._check_value_enter(self.fixed_param)
	1414	or self._check_value_enter(self.parameters))
[f0d720b]	1415
	1416	# Here we should check whether the boundaries have been modified.
	1417	# If qmin and qmax have been modified, update qmin and qmax and
	1418	# set the is_modified flag to True
	1419	if self._validate_qrange(self.qmin, self.qmax):
	1420	tempmin = float(self.qmin.GetValue())
	1421	if tempmin != self.qmin_x:
	1422	self.qmin_x = tempmin
	1423	is_modified = True
	1424	tempmax = float(self.qmax.GetValue())
	1425	if tempmax != self.qmax_x:
	1426	self.qmax_x = tempmax
	1427	is_modified = True
	1428	if is_2Ddata:
	1429	is_modified = self._validate_Npts()
[99f3e053]	1430	else:
	1431	is_modified = self._validate_Npts_1D()
[f0d720b]	1432	else:
	1433	self.fitrange = False
[5ce7f17]	1434
[c8e1996]	1435	# if any value is modify draw model with new value
[f0d720b]	1436	if not self.fitrange:
[c8e1996]	1437	# self.btFit.Disable()
[f0d720b]	1438	if is_2Ddata:
	1439	self.btEditMask.Disable()
	1440	else:
	1441	if is_2Ddata and self.data.is_data and not self.batch_on:
	1442	self.btEditMask.Enable(True)
	1443	if is_modified and self.fitrange:
	1444	# Theory case: need to get npts value to draw
	1445	self.npts_x = float(self.Npts_total.GetValue())
[3f8c7bb]	1446	self.Npts_fit.SetValue(str(self.Npts_total.GetValue()))
	1447	self._save_plotting_range()
[f0d720b]	1448	self.create_default_data()
	1449	self.state_change = True
	1450	self._draw_model()
[012e397]	1451	# Time delay has been introduced to prevent _handle error
	1452	# on Windows
	1453	# This part of code is executed when model is selected and
	1454	# it's parameters are changed (with respect to previously
[cf2e6b4]	1455	# selected model). There are two Iq evaluations occuring one
[012e397]	1456	# after another and therefore there may be compilation error
[cf2e6b4]	1457	# if model is calculated for the first time.
	1458	# This seems to be Windows only issue - haven't tested on Linux
	1459	# though.The proper solution (other than time delay) requires
	1460	# more fundemental code refatoring
[012e397]	1461	# Wojtek P. Nov 7, 2016
	1462	if not ON_MAC:
[880e845]	1463	time.sleep(0.1)
[f0d720b]	1464	self.Refresh()
[c65a265]	1465
[c8e1996]	1466	# logging.info("is_modified flag set to %g",is_modified)
[f0d720b]	1467	return is_modified
[5ce7f17]	1468
[f0d720b]	1469	def _update_paramv_on_fit(self):
	1470	"""
	1471	make sure that update param values just before the fitting
	1472	"""
[c8e1996]	1473	# flag for qmin qmax check values
[f0d720b]	1474	flag = True
	1475	self.fitrange = True
[8662a58]	1476	is_modified = False
[f0d720b]	1477
[c8e1996]	1478	# wx.PostEvent(self._manager.parent, StatusEvent(status=" \
	1479	# updating ... ",type="update"))
[f0d720b]	1480
[c8e1996]	1481	# So make sure that update param values on_Fit.
	1482	# self._undo.Enable(True)
	1483	if self.model is not None:
[f0d720b]	1484	if self.Npts_total.GetValue() != self.Npts_fit.GetValue():
	1485	if not self.data.is_data:
[c8e1996]	1486	self._manager.page_finder[self.uid].set_fit_data(
	1487	data=[self.data])
	1488	# Check the values
[8662a58]	1489	is_modified = (self._check_value_enter(self.fittable_param)
[c8e1996]	1490	or self._check_value_enter(self.fixed_param)
	1491	or self._check_value_enter(self.parameters))
[f0d720b]	1492
[5ce7f17]	1493	# If qmin and qmax have been modified, update qmin and qmax and
[f0d720b]	1494	# Here we should check whether the boundaries have been modified.
[5ce7f17]	1495	# If qmin and qmax have been modified, update qmin and qmax and
[f0d720b]	1496	# set the is_modified flag to True
	1497	self.fitrange = self._validate_qrange(self.qmin, self.qmax)
	1498	if self.fitrange:
	1499	tempmin = float(self.qmin.GetValue())
	1500	if tempmin != self.qmin_x:
	1501	self.qmin_x = tempmin
	1502	tempmax = float(self.qmax.GetValue())
	1503	if tempmax != self.qmax_x:
	1504	self.qmax_x = tempmax
	1505	if tempmax == tempmin:
	1506	flag = False
	1507	temp_smearer = None
	1508	if not self.disable_smearer.GetValue():
	1509	temp_smearer = self.current_smearer
	1510	if self.slit_smearer.GetValue():
	1511	flag = self.update_slit_smear()
	1512	elif self.pinhole_smearer.GetValue():
	1513	flag = self.update_pinhole_smear()
	1514	else:
[5ce7f17]	1515	enable_smearer = not self.disable_smearer.GetValue()
[f0d720b]	1516	self._manager.set_smearer(smearer=temp_smearer,
	1517	uid=self.uid,
	1518	fid=self.data.id,
	1519	qmin=float(self.qmin_x),
	1520	qmax=float(self.qmax_x),
[cd5e29b]	1521	enable_smearer=enable_smearer,
[5ce7f17]	1522	draw=False)
[f0d720b]	1523	elif not self._is_2D():
[cd5e29b]	1524	enable_smearer = not self.disable_smearer.GetValue()
[f0d720b]	1525	self._manager.set_smearer(smearer=temp_smearer,
	1526	qmin=float(self.qmin_x),
	1527	uid=self.uid,
	1528	fid=self.data.id,
	1529	qmax=float(self.qmax_x),
[cd5e29b]	1530	enable_smearer=enable_smearer,
[373d4ee]	1531	draw=False)
[c8e1996]	1532	if self.data is not None:
	1533	index_data = ((self.qmin_x <= self.data.x) &
[f0d720b]	1534	(self.data.x <= self.qmax_x))
[d3911e3]	1535	val = str(len(self.data.x[index_data]))
[f0d720b]	1536	self.Npts_fit.SetValue(val)
	1537	else:
	1538	# No data in the panel
	1539	try:
	1540	self.npts_x = float(self.Npts_total.GetValue())
	1541	except:
	1542	flag = False
	1543	return flag
	1544	flag = True
	1545	if self._is_2D():
	1546	# only 2D case set mask
	1547	flag = self._validate_Npts()
	1548	if not flag:
	1549	return flag
	1550	else:
	1551	flag = False
	1552	else:
	1553	flag = False
	1554
[c8e1996]	1555	# For invalid q range, disable the mask editor and fit button, vs.
[f0d720b]	1556	if not self.fitrange:
	1557	if self._is_2D():
	1558	self.btEditMask.Disable()
	1559	else:
[c8e1996]	1560	if self._is_2D() and self.data.is_data and not self.batch_on:
[f0d720b]	1561	self.btEditMask.Enable(True)
	1562
	1563	if not flag:
	1564	msg = "Cannot Plot or Fit :Must select a "
	1565	msg += " model or Fitting range is not valid!!! "
	1566	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[5ce7f17]	1567
[f0d720b]	1568	try:
	1569	self.save_current_state()
[7673ecd]	1570	except Exception:
	1571	logging.error(traceback.format_exc())
[5ce7f17]	1572
[c8e1996]	1573	return flag, is_modified
[5ce7f17]	1574
[f0d720b]	1575	def _reset_parameters_state(self, listtorestore, statelist):
	1576	"""
	1577	Reset the parameters at the given state
	1578	"""
	1579	if len(statelist) == 0 or len(listtorestore) == 0:
	1580	return
	1581
	1582	for j in range(len(listtorestore)):
[64c7f39]	1583	for param in statelist:
[7602675]	1584	if param[1] == listtorestore[j][1]:
	1585	item_page = listtorestore[j]
[0b1d7d3]	1586	item_page_info = param
[7602675]	1587	if (item_page_info[1] == "theta" or item_page_info[1] ==
	1588	"phi") and not self._is_2D():
	1589	break
	1590	# change the state of the check box for simple parameters
	1591	if item_page[0] is not None:
	1592	item_page[0].SetValue(item_page_info[0])
	1593	if item_page[2] is not None:
	1594	item_page[2].SetValue(item_page_info[2])
	1595	if item_page[2].__class__.__name__ == "ComboBox":
	1596	if item_page_info[2] in self.model.fun_list:
	1597	fun_val = self.model.fun_list[item_page_info[2]]
	1598	self.model.setParam(item_page_info[1], fun_val)
	1599	if item_page[3] is not None:
	1600	# show or hide text +/-
	1601	if item_page_info[2]:
	1602	item_page[3].Show(True)
	1603	else:
	1604	item_page[3].Hide()
	1605	if item_page[4] is not None:
	1606	# show of hide the text crtl for fitting error
	1607	if item_page_info[4][0]:
	1608	item_page[4].Show(True)
[a321c52]	1609	item_page[4].SetValue(str(item_page_info[4][1]))
[7602675]	1610	else:
	1611	item_page[3].Hide()
	1612	if item_page[5] is not None:
	1613	# show of hide the text crtl for fitting error
[a321c52]	1614	item_page[5].Show(True)
	1615	item_page[5].SetValue(str(item_page_info[5][1]))
[7602675]	1616	if item_page[6] is not None:
	1617	# show of hide the text crtl for fitting error
[a321c52]	1618	item_page[6].Show(True)
	1619	item_page[6].SetValue(str(item_page_info[6][1]))
[7602675]	1620	break
[5ce7f17]	1621
[f0d720b]	1622	def _reset_strparam_state(self, listtorestore, statelist):
	1623	"""
	1624	Reset the string parameters at the given state
	1625	"""
	1626	if len(statelist) == 0:
	1627	return
	1628
	1629	listtorestore = copy.deepcopy(statelist)
[5ce7f17]	1630
[f0d720b]	1631	for j in range(len(listtorestore)):
	1632	item_page = listtorestore[j]
	1633	item_page_info = statelist[j]
[c8e1996]	1634	# change the state of the check box for simple parameters
[5ce7f17]	1635
[c8e1996]	1636	if item_page[0] is not None:
[f0d720b]	1637	item_page[0].SetValue(format_number(item_page_info[0], True))
	1638
[c8e1996]	1639	if item_page[2] is not None:
[f0d720b]	1640	param_name = item_page_info[1]
	1641	value = item_page_info[2]
	1642	selection = value
	1643	if value in self.model.fun_list:
	1644	selection = self.model.fun_list[value]
	1645	item_page[2].SetValue(selection)
	1646	self.model.setParam(param_name, selection)
[5ce7f17]	1647
[f0d720b]	1648	def _copy_parameters_state(self, listtocopy, statelist):
	1649	"""
	1650	copy the state of button
[5ce7f17]	1651
[f0d720b]	1652	:param listtocopy: the list of check button to copy
	1653	:param statelist: list of state object to store the current state
[5ce7f17]	1654
[f0d720b]	1655	"""
	1656	if len(listtocopy) == 0:
	1657	return
[5ce7f17]	1658
[f0d720b]	1659	for item in listtocopy:
[5ce7f17]	1660
[f0d720b]	1661	checkbox_state = None
[c8e1996]	1662	if item[0] is not None:
[f0d720b]	1663	checkbox_state = item[0].GetValue()
	1664	parameter_name = item[1]
	1665	parameter_value = None
[c8e1996]	1666	if item[2] is not None:
[f0d720b]	1667	parameter_value = item[2].GetValue()
	1668	static_text = None
[c8e1996]	1669	if item[3] is not None:
[f0d720b]	1670	static_text = item[3].IsShown()
	1671	error_value = None
	1672	error_state = None
[c8e1996]	1673	if item[4] is not None:
[f0d720b]	1674	error_value = item[4].GetValue()
	1675	error_state = item[4].IsShown()
[5ce7f17]	1676
[f0d720b]	1677	min_value = None
	1678	min_state = None
[c8e1996]	1679	if item[5] is not None:
[f0d720b]	1680	min_value = item[5].GetValue()
	1681	min_state = item[5].IsShown()
[5ce7f17]	1682
[f0d720b]	1683	max_value = None
	1684	max_state = None
[c8e1996]	1685	if item[6] is not None:
[f0d720b]	1686	max_value = item[6].GetValue()
	1687	max_state = item[6].IsShown()
	1688	unit = None
[c8e1996]	1689	if item[7] is not None:
[f0d720b]	1690	unit = item[7].GetLabel()
[5ce7f17]	1691
[f0d720b]	1692	statelist.append([checkbox_state, parameter_name, parameter_value,
	1693	static_text, [error_state, error_value],
	1694	[min_state, min_value],
	1695	[max_state, max_value], unit])
[5ce7f17]	1696
[f0d720b]	1697	def _draw_model(self, update_chisqr=True, source='model'):
	1698	"""
	1699	Method to draw or refresh a plotted model.
	1700	The method will use the data member from the model page
	1701	to build a call to the fitting perspective manager.
[5ce7f17]	1702
[f0d720b]	1703	:param chisqr: update chisqr value [bool]
	1704	"""
	1705	wx.CallAfter(self._draw_model_after, update_chisqr, source)
[5ce7f17]	1706
[f0d720b]	1707	def _draw_model_after(self, update_chisqr=True, source='model'):
	1708	"""
	1709	Method to draw or refresh a plotted model.
	1710	The method will use the data member from the model page
	1711	to build a call to the fitting perspective manager.
[5ce7f17]	1712
[f0d720b]	1713	:param chisqr: update chisqr value [bool]
	1714	"""
[c8e1996]	1715	# if self.check_invalid_panel():
[f0d720b]	1716	# return
[c8e1996]	1717	if self.model is not None:
[f0d720b]	1718	temp_smear = None
	1719	if hasattr(self, "enable_smearer"):
	1720	if not self.disable_smearer.GetValue():
	1721	temp_smear = self.current_smearer
	1722	# compute weight for the current data
[d85c194]	1723	from sas.sasgui.perspectives.fitting.utils import get_weight
[f0d720b]	1724	flag = self.get_weight_flag()
	1725	weight = get_weight(data=self.data, is2d=self._is_2D(), flag=flag)
	1726	toggle_mode_on = self.model_view.IsEnabled()
	1727	is_2d = self._is_2D()
	1728	self._manager.draw_model(self.model,
[c8e1996]	1729	data=self.data,
	1730	smearer=temp_smear,
	1731	qmin=float(self.qmin_x),
	1732	qmax=float(self.qmax_x),
	1733	page_id=self.uid,
	1734	toggle_mode_on=toggle_mode_on,
	1735	state=self.state,
	1736	enable2D=is_2d,
	1737	update_chisqr=update_chisqr,
	1738	source='model',
	1739	weight=weight)
[5ce7f17]	1740
[f0d720b]	1741	def _on_show_sld(self, event=None):
	1742	"""
	1743	Plot SLD profile
	1744	"""
	1745	# get profile data
	1746	x, y = self.model.getProfile()
	1747
[d7bb526]	1748	from sas.sasgui.plottools import Data1D as pf_data1d
[c8e1996]	1749	# from sas.sasgui.perspectives.theory.profile_dialog import SLDPanel
[d85c194]	1750	from sas.sasgui.guiframe.local_perspectives.plotting.profile_dialog \
[c8e1996]	1751	import SLDPanel
[f0d720b]	1752	sld_data = pf_data1d(x, y)
	1753	sld_data.name = 'SLD'
	1754	sld_data.axes = self.sld_axes
[6f16e25]	1755	self.panel = SLDPanel(self, data=sld_data, axes=self.sld_axes,
	1756	id=wx.ID_ANY)
[f0d720b]	1757	self.panel.ShowModal()
[5ce7f17]	1758
[f0d720b]	1759	def _set_multfactor_combobox(self, multiplicity=10):
	1760	"""
[e92a352]	1761	Set comboBox for multitfactor of CoreMultiShellModel
[f0d720b]	1762	:param multiplicit: no. of multi-functionality
	1763	"""
	1764	# build content of the combobox
	1765	for idx in range(0, multiplicity):
	1766	self.multifactorbox.Append(str(idx), int(idx))
	1767	self._hide_multfactor_combobox()
[5ce7f17]	1768
[f0d720b]	1769	def _show_multfactor_combobox(self):
	1770	"""
	1771	Show the comboBox of muitfactor of CoreMultiShellModel
	1772	"""
	1773	if not self.mutifactor_text.IsShown():
	1774	self.mutifactor_text.Show(True)
	1775	self.mutifactor_text1.Show(True)
	1776	if not self.multifactorbox.IsShown():
	1777	self.multifactorbox.Show(True)
[5ce7f17]	1778
[f0d720b]	1779	def _hide_multfactor_combobox(self):
	1780	"""
	1781	Hide the comboBox of muitfactor of CoreMultiShellModel
	1782	"""
	1783	if self.mutifactor_text.IsShown():
	1784	self.mutifactor_text.Hide()
	1785	self.mutifactor_text1.Hide()
	1786	if self.multifactorbox.IsShown():
	1787	self.multifactorbox.Hide()
[5ce7f17]	1788
[f0d720b]	1789	def formfactor_combo_init(self):
	1790	"""
	1791	First time calls _show_combox_helper
	1792	"""
	1793	self._show_combox(None)
[5ce7f17]	1794
[f0d720b]	1795	def _show_combox_helper(self):
	1796	"""
	1797	Fill panel's combo box according to the type of model selected
	1798	"""
[4387385]	1799
[f0d720b]	1800	mod_cat = self.categorybox.GetStringSelection()
	1801	self.structurebox.SetSelection(0)
	1802	self.structurebox.Disable()
	1803	self.formfactorbox.Clear()
[c8e1996]	1804	if mod_cat is None:
[f0d720b]	1805	return
	1806	m_list = []
	1807	try:
[4387385]	1808	if mod_cat == CUSTOM_MODEL:
[f0d720b]	1809	for model in self.model_list_box[mod_cat]:
[2abe6bf]	1810	m_list.append(self.model_dict[model.name])
[f0d720b]	1811	else:
	1812	cat_dic = self.master_category_dict[mod_cat]
	1813	for (model, enabled) in cat_dic:
	1814	if enabled:
	1815	m_list.append(self.model_dict[model])
[7673ecd]	1816	except Exception:
	1817	msg = traceback.format_exc()
[f0d720b]	1818	wx.PostEvent(self._manager.parent,
	1819	StatusEvent(status=msg, info="error"))
	1820	self._populate_box(self.formfactorbox, m_list)
[5ce7f17]	1821
	1822	def _on_modify_cat(self, event=None):
	1823	"""
[cd5e29b]	1824	Called when category manager is opened
[5ce7f17]	1825	"""
	1826	self._manager.parent.on_category_panel(event)
	1827
[f0d720b]	1828	def _show_combox(self, event=None):
	1829	"""
	1830	Show combox box associate with type of model selected
	1831	"""
	1832	self.Show(False)
	1833	self._show_combox_helper()
	1834	self._on_select_model(event=None)
	1835	self.Show(True)
	1836	self._save_typeOfmodel()
	1837	self.sizer4_4.Layout()
	1838	self.sizer4.Layout()
	1839	self.Layout()
	1840	self.Refresh()
[5ce7f17]	1841
[f0d720b]	1842	def _populate_box(self, combobox, list):
	1843	"""
	1844	fill combox box with dict item
[5ce7f17]	1845
[f0d720b]	1846	:param list: contains item to fill the combox
	1847	item must model class
	1848	"""
	1849	mlist = []
	1850	for models in list:
[cb4ef58]	1851	if models.name != "NoStructure":
	1852	mlist.append((models.name, models))
[5ce7f17]	1853
[f0d720b]	1854	# Sort the models
	1855	mlist_sorted = sorted(mlist)
	1856	for item in mlist_sorted:
	1857	combobox.Append(item[0], item[1])
	1858	return 0
[5ce7f17]	1859
[f0d720b]	1860	def _onQrangeEnter(self, event):
	1861	"""
	1862	Check validity of value enter in the Q range field
[5ce7f17]	1863
[f0d720b]	1864	"""
	1865	tcrtl = event.GetEventObject()
[c8e1996]	1866	# Clear msg if previously shown.
[f0d720b]	1867	msg = ""
	1868	wx.PostEvent(self.parent, StatusEvent(status=msg))
	1869	# Flag to register when a parameter has changed.
	1870	if tcrtl.GetValue().lstrip().rstrip() != "":
	1871	try:
	1872	float(tcrtl.GetValue())
	1873	tcrtl.SetBackgroundColour(wx.WHITE)
	1874	# If qmin and qmax have been modified, update qmin and qmax
	1875	if self._validate_qrange(self.qmin, self.qmax):
	1876	tempmin = float(self.qmin.GetValue())
	1877	if tempmin != self.qmin_x:
	1878	self.qmin_x = tempmin
	1879	tempmax = float(self.qmax.GetValue())
	1880	if tempmax != self.qmax_x:
	1881	self.qmax_x = tempmax
	1882	else:
	1883	tcrtl.SetBackgroundColour("pink")
[cd5e29b]	1884	msg = "Model Error: wrong value entered: %s" % \
[c8e1996]	1885	sys.exc_info()[1]
[f0d720b]	1886	wx.PostEvent(self.parent, StatusEvent(status=msg))
	1887	return
	1888	except:
	1889	tcrtl.SetBackgroundColour("pink")
[cd5e29b]	1890	msg = "Model Error: wrong value entered: %s" % sys.exc_info()[1]
[f0d720b]	1891	wx.PostEvent(self.parent, StatusEvent(status=msg))
	1892	return
[c8e1996]	1893	# Check if # of points for theory model are valid(>0).
	1894	if self.npts is not None:
[f0d720b]	1895	if check_float(self.npts):
	1896	temp_npts = float(self.npts.GetValue())
	1897	if temp_npts != self.num_points:
	1898	self.num_points = temp_npts
	1899	else:
	1900	msg = "Cannot plot: No points in Q range!!! "
	1901	wx.PostEvent(self.parent, StatusEvent(status=msg))
	1902	else:
	1903	tcrtl.SetBackgroundColour("pink")
	1904	msg = "Model Error: wrong value entered!!!"
	1905	wx.PostEvent(self.parent, StatusEvent(status=msg))
	1906	self.save_current_state()
	1907	event = PageInfoEvent(page=self)
	1908	wx.PostEvent(self.parent, event)
	1909	self.state_change = False
[c8e1996]	1910	# Draw the model for a different range
[f0d720b]	1911	if not self.data.is_data:
	1912	self.create_default_data()
	1913	self._draw_model()
[5ce7f17]	1914
[f0d720b]	1915	def _theory_qrange_enter(self, event):
	1916	"""
	1917	Check validity of value enter in the Q range field
	1918	"""
[5ce7f17]	1919
[f0d720b]	1920	tcrtl = event.GetEventObject()
[c8e1996]	1921	# Clear msg if previously shown.
[f0d720b]	1922	msg = ""
	1923	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1924	# Flag to register when a parameter has changed.
	1925	is_modified = False
	1926	if tcrtl.GetValue().lstrip().rstrip() != "":
	1927	try:
	1928	value = float(tcrtl.GetValue())
	1929	tcrtl.SetBackgroundColour(wx.WHITE)
	1930
	1931	# If qmin and qmax have been modified, update qmin and qmax
	1932	if self._validate_qrange(self.theory_qmin, self.theory_qmax):
	1933	tempmin = float(self.theory_qmin.GetValue())
	1934	if tempmin != self.theory_qmin_x:
	1935	self.theory_qmin_x = tempmin
	1936	tempmax = float(self.theory_qmax.GetValue())
	1937	if tempmax != self.qmax_x:
	1938	self.theory_qmax_x = tempmax
	1939	else:
	1940	tcrtl.SetBackgroundColour("pink")
[cd5e29b]	1941	msg = "Model Error: wrong value entered: %s" % \
[c8e1996]	1942	sys.exc_info()[1]
[f0d720b]	1943	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1944	return
	1945	except:
	1946	tcrtl.SetBackgroundColour("pink")
[cd5e29b]	1947	msg = "Model Error: wrong value entered: %s" % sys.exc_info()[1]
[f0d720b]	1948	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1949	return
[c8e1996]	1950	# Check if # of points for theory model are valid(>0).
[f0d720b]	1951	if self.Npts_total.IsEditable():
	1952	if check_float(self.Npts_total):
	1953	temp_npts = float(self.Npts_total.GetValue())
	1954	if temp_npts != self.num_points:
	1955	self.num_points = temp_npts
	1956	is_modified = True
	1957	else:
	1958	msg = "Cannot Plot: No points in Q range!!! "
	1959	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1960	else:
	1961	tcrtl.SetBackgroundColour("pink")
	1962	msg = "Model Error: wrong value entered!!!"
	1963	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	1964	self.save_current_state()
	1965	event = PageInfoEvent(page=self)
	1966	wx.PostEvent(self.parent, event)
	1967	self.state_change = False
[c8e1996]	1968	# Draw the model for a different range
[f0d720b]	1969	self.create_default_data()
	1970	self._draw_model()
[5ce7f17]	1971
[f0d720b]	1972	def _on_select_model_helper(self):
	1973	"""
	1974	call back for model selection
	1975	"""
[c8e1996]	1976	# reset dictionary containing reference to dispersion
[f0d720b]	1977	self._disp_obj_dict = {}
	1978	self.disp_cb_dict = {}
	1979	self.temp_multi_functional = False
	1980	f_id = self.formfactorbox.GetCurrentSelection()
[c8e1996]	1981	# For MAC
[f0d720b]	1982	form_factor = None
	1983	if f_id >= 0:
	1984	form_factor = self.formfactorbox.GetClientData(f_id)
	1985
[4109bd5]	1986	if form_factor is None or \
	1987	not hasattr(form_factor, 'is_form_factor') or \
[c8e1996]	1988	not form_factor.is_form_factor:
[f0d720b]	1989	self.structurebox.Hide()
	1990	self.text2.Hide()
	1991	self.structurebox.Disable()
	1992	self.structurebox.SetSelection(0)
	1993	self.text2.Disable()
	1994	else:
	1995	self.structurebox.Show()
	1996	self.text2.Show()
	1997	self.structurebox.Enable()
	1998	self.text2.Enable()
[5ce7f17]	1999
[c8e1996]	2000	if form_factor is not None:
[f0d720b]	2001	# set multifactor for Mutifunctional models
[cb4ef58]	2002	if form_factor.is_multiplicity_model:
[f0d720b]	2003	m_id = self.multifactorbox.GetCurrentSelection()
[cb4ef58]	2004	multiplicity = form_factor.multiplicity_info[0]
[f0d720b]	2005	self.multifactorbox.Clear()
	2006	self._set_multfactor_combobox(multiplicity)
	2007	self._show_multfactor_combobox()
[c8e1996]	2008	# ToDo: this info should be called directly from the model
[cb4ef58]	2009	text = form_factor.multiplicity_info[1] # 'No. of Shells: '
[f0d720b]	2010
	2011	self.mutifactor_text.SetLabel(text)
	2012	if m_id > multiplicity - 1:
	2013	# default value
	2014	m_id = 1
[5ce7f17]	2015
[f0d720b]	2016	self.multi_factor = self.multifactorbox.GetClientData(m_id)
[c8e1996]	2017	if self.multi_factor is None:
[f0d720b]	2018	self.multi_factor = 0
	2019	self.multifactorbox.SetSelection(m_id)
	2020	# Check len of the text1 and max_multiplicity
	2021	text = ''
	2022	if form_factor.multiplicity_info[0] == \
[c8e1996]	2023	len(form_factor.multiplicity_info[2]):
[f0d720b]	2024	text = form_factor.multiplicity_info[2][self.multi_factor]
	2025	self.mutifactor_text1.SetLabel(text)
	2026	# Check if model has get sld profile.
	2027	if len(form_factor.multiplicity_info[3]) > 0:
	2028	self.sld_axes = form_factor.multiplicity_info[3]
	2029	self.show_sld_button.Show(True)
	2030	else:
	2031	self.sld_axes = ""
	2032	else:
	2033	self._hide_multfactor_combobox()
	2034	self.show_sld_button.Hide()
	2035	self.multi_factor = None
	2036	else:
	2037	self._hide_multfactor_combobox()
	2038	self.show_sld_button.Hide()
	2039	self.multi_factor = None
[5ce7f17]	2040
[f0d720b]	2041	s_id = self.structurebox.GetCurrentSelection()
	2042	struct_factor = self.structurebox.GetClientData(s_id)
[5ce7f17]	2043
[c8e1996]	2044	if struct_factor is not None:
[313c5c9]	2045	from sasmodels.sasview_model import MultiplicationModel
[cb4ef58]	2046	self.model = MultiplicationModel(form_factor(self.multi_factor),
	2047	struct_factor())
[f0d720b]	2048	# multifunctional form factor
	2049	if len(form_factor.non_fittable) > 0:
	2050	self.temp_multi_functional = True
[c8e1996]	2051	elif form_factor is not None:
[5213d22]	2052	if self.multi_factor is not None:
	2053	self.model = form_factor(self.multi_factor)
	2054	else:
	2055	# old style plugin models do not accept a multiplicity argument
	2056	self.model = form_factor()
[f0d720b]	2057	else:
[cb4ef58]	2058	self.model = None
	2059	return
	2060
[f0d720b]	2061	# check if model has magnetic parameters
	2062	if len(self.model.magnetic_params) > 0:
[5ce7f17]	2063	self._has_magnetic = True
[f0d720b]	2064	else:
[5ce7f17]	2065	self._has_magnetic = False
[c8e1996]	2066	# post state to fit panel
[f0d720b]	2067	self.state.parameters = []
	2068	self.state.model = self.model
	2069	self.state.qmin = self.qmin_x
	2070	self.state.multi_factor = self.multi_factor
	2071	self.disp_list = self.model.getDispParamList()
	2072	self.state.disp_list = self.disp_list
	2073	self.on_set_focus(None)
	2074	self.Layout()
[5ce7f17]	2075
[f0d720b]	2076	def _validate_qrange(self, qmin_ctrl, qmax_ctrl):
	2077	"""
	2078	Verify that the Q range controls have valid values
	2079	and that Qmin < Qmax.
[5ce7f17]	2080
[f0d720b]	2081	:param qmin_ctrl: text control for Qmin
	2082	:param qmax_ctrl: text control for Qmax
[5ce7f17]	2083
[f0d720b]	2084	:return: True is the Q range is value, False otherwise
[5ce7f17]	2085
[f0d720b]	2086	"""
	2087	qmin_validity = check_float(qmin_ctrl)
	2088	qmax_validity = check_float(qmax_ctrl)
	2089	if not (qmin_validity and qmax_validity):
	2090	return False
	2091	else:
	2092	qmin = float(qmin_ctrl.GetValue())
	2093	qmax = float(qmax_ctrl.GetValue())
	2094	if qmin < qmax:
[c8e1996]	2095	# Make sure to set both colours white.
[f0d720b]	2096	qmin_ctrl.SetBackgroundColour(wx.WHITE)
	2097	qmin_ctrl.Refresh()
	2098	qmax_ctrl.SetBackgroundColour(wx.WHITE)
	2099	qmax_ctrl.Refresh()
	2100	else:
	2101	qmin_ctrl.SetBackgroundColour("pink")
	2102	qmin_ctrl.Refresh()
	2103	qmax_ctrl.SetBackgroundColour("pink")
	2104	qmax_ctrl.Refresh()
	2105	msg = "Invalid Q range: Q min must be smaller than Q max"
	2106	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	2107	return False
	2108	return True
[5ce7f17]	2109
[f0d720b]	2110	def _validate_Npts(self):
	2111	"""
	2112	Validate the number of points for fitting is more than 10 points.
	2113	If valid, setvalues Npts_fit otherwise post msg.
	2114	"""
[c8e1996]	2115	# default flag
[f0d720b]	2116	flag = True
	2117	# Theory
[c8e1996]	2118	if self.data is None and self.enable2D:
[f0d720b]	2119	return flag
	2120	for data in self.data_list:
	2121	# q value from qx and qy
	2122	radius = numpy.sqrt(data.qx_data * data.qx_data +
	2123	data.qy_data * data.qy_data)
[c8e1996]	2124	# get unmasked index
[f0d720b]	2125	index_data = (float(self.qmin.GetValue()) <= radius) & \
[c8e1996]	2126	(radius <= float(self.qmax.GetValue()))
[f0d720b]	2127	index_data = (index_data) & (data.mask)
	2128	index_data = (index_data) & (numpy.isfinite(data.data))
	2129
	2130	if len(index_data[index_data]) < 10:
	2131	# change the color pink.
	2132	self.qmin.SetBackgroundColour("pink")
	2133	self.qmin.Refresh()
	2134	self.qmax.SetBackgroundColour("pink")
	2135	self.qmax.Refresh()
	2136	msg = "Data Error: "
	2137	msg += "Too few points in %s." % data.name
	2138	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	2139	self.fitrange = False
	2140	flag = False
	2141	else:
[d7d0182]	2142	self.Npts_fit.SetValue(str(len(index_data[index_data])))
[f0d720b]	2143	self.fitrange = True
[5ce7f17]	2144
[f0d720b]	2145	return flag
	2146
	2147	def _validate_Npts_1D(self):
	2148	"""
	2149	Validate the number of points for fitting is more than 5 points.
	2150	If valid, setvalues Npts_fit otherwise post msg.
	2151	"""
[c8e1996]	2152	# default flag
[f0d720b]	2153	flag = True
	2154	# Theory
[c8e1996]	2155	if self.data is None:
[f0d720b]	2156	return flag
	2157	for data in self.data_list:
	2158	# q value from qx and qy
	2159	radius = data.x
[c8e1996]	2160	# get unmasked index
[f0d720b]	2161	index_data = (float(self.qmin.GetValue()) <= radius) & \
[c8e1996]	2162	(radius <= float(self.qmax.GetValue()))
[f0d720b]	2163	index_data = (index_data) & (numpy.isfinite(data.y))
	2164
	2165	if len(index_data[index_data]) < 5:
	2166	# change the color pink.
	2167	self.qmin.SetBackgroundColour("pink")
	2168	self.qmin.Refresh()
	2169	self.qmax.SetBackgroundColour("pink")
	2170	self.qmax.Refresh()
	2171	msg = "Data Error: "
	2172	msg += "Too few points in %s." % data.name
	2173	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	2174	self.fitrange = False
	2175	flag = False
	2176	else:
[505706a]	2177	self.Npts_fit.SetValue(str(len(index_data[index_data])))
[f0d720b]	2178	self.fitrange = True
[5ce7f17]	2179
[f0d720b]	2180	return flag
[5ce7f17]	2181
[ee4b3cb]	2182	def _check_value_enter(self, list):
[f0d720b]	2183	"""
	2184	:param list: model parameter and panel info
	2185	:Note: each item of the list should be as follow:
	2186	item=[check button state, parameter's name,
	2187	paramater's value, string="+/-",
	2188	parameter's error of fit,
	2189	parameter's minimum value,
[cb4ef58]	2190	parameter's maximum value ,
[f0d720b]	2191	parameter's units]
[ee4b3cb]	2192
	2193	Returns True if the model parameters have changed.
[f0d720b]	2194	"""
[ee4b3cb]	2195	is_modified = False
[f0d720b]	2196	for item in list:
[c8e1996]	2197	# skip angle parameters for 1D
[ee4b3cb]	2198	if not self.enable2D and item in self.orientation_params:
	2199	continue
[5ce7f17]	2200
[a0373d5]	2201	value_ctrl = item[2]
	2202	if not value_ctrl.IsEnabled():
	2203	# ArrayDispersion disables PD, Min, Max, Npts, Nsigs
[ee4b3cb]	2204	continue
	2205
[a0373d5]	2206	name = item[1]
[ee4b3cb]	2207	value_str = value_ctrl.GetValue().strip()
[a0373d5]	2208	if name.endswith(".npts"):
	2209	validity = check_int(value_ctrl)
	2210	if not validity:
	2211	continue
	2212	value = int(value_str)
	2213
	2214	elif name.endswith(".nsigmas"):
	2215	validity = check_float(value_ctrl)
	2216	if not validity:
	2217	continue
	2218	value = float(value_str)
	2219
	2220	else: # value or polydispersity
	2221
	2222	# Check that min, max and value are floats
	2223	min_ctrl, max_ctrl = item[5], item[6]
	2224	min_str = min_ctrl.GetValue().strip()
	2225	max_str = max_ctrl.GetValue().strip()
	2226	validity = check_float(value_ctrl)
	2227	if min_str != "":
	2228	validity = validity and check_float(min_ctrl)
	2229	if max_str != "":
	2230	validity = validity and check_float(max_ctrl)
	2231	if not validity:
	2232	continue
	2233
	2234	# Check that min is less than max
	2235	low = -numpy.inf if min_str == "" else float(min_str)
	2236	high = numpy.inf if max_str == "" else float(max_str)
	2237	if high < low:
	2238	min_ctrl.SetBackgroundColour("pink")
	2239	min_ctrl.Refresh()
	2240	max_ctrl.SetBackgroundColour("pink")
	2241	max_ctrl.Refresh()
[c8e1996]	2242	# msg = "Invalid fit range for %s: min must be smaller
	2243	# than max"%name
	2244	# wx.PostEvent(self._manager.parent,
	2245	# StatusEvent(status=msg))
[a0373d5]	2246	continue
	2247
	2248	# Force value between min and max
	2249	value = float(value_str)
	2250	if value < low:
	2251	value = low
	2252	value_ctrl.SetValue(format_number(value))
	2253	elif value > high:
	2254	value = high
	2255	value_ctrl.SetValue(format_number(value))
	2256
	2257	if name not in self.model.details.keys():
	2258	self.model.details[name] = ["", None, None]
	2259	old_low, old_high = self.model.details[name][1:3]
	2260	if old_low != low or old_high != high:
	2261	# The configuration has changed but it won't change the
	2262	# computed curve so no need to set is_modified to True
[c8e1996]	2263	# is_modified = True
[a0373d5]	2264	self.model.details[name][1:3] = low, high
[ee4b3cb]	2265
	2266	# Update value in model if it has changed
	2267	if value != self.model.getParam(name):
	2268	self.model.setParam(name, value)
	2269	is_modified = True
[5ce7f17]	2270
[f0d720b]	2271	return is_modified
[5ce7f17]	2272
[f0d720b]	2273	def _set_dipers_Param(self, event):
	2274	"""
	2275	respond to self.enable_disp and self.disable_disp radio box.
	2276	The dispersity object is reset inside the model into Gaussian.
	2277	When the user select yes , this method display a combo box for
	2278	more selection when the user selects No,the combo box disappears.
	2279	Redraw the model with the default dispersity (Gaussian)
	2280	"""
[c8e1996]	2281	# On selction if no model exists.
	2282	if self.model is None:
[f0d720b]	2283	self.disable_disp.SetValue(True)
	2284	msg = "Please select a Model first..."
	2285	wx.MessageBox(msg, 'Info')
	2286	wx.PostEvent(self._manager.parent,
	2287	StatusEvent(status="Polydispersion: %s" % msg))
	2288	return
	2289
	2290	self._reset_dispersity()
[5ce7f17]	2291
[c8e1996]	2292	if self.model is None:
[f0d720b]	2293	self.model_disp.Hide()
	2294	self.sizer4_4.Clear(True)
	2295	return
	2296
	2297	if self.enable_disp.GetValue():
[c8e1996]	2298	# layout for model containing no dispersity parameters
[5ce7f17]	2299
[f0d720b]	2300	self.disp_list = self.model.getDispParamList()
[5ce7f17]	2301
[f0d720b]	2302	if len(self.disp_list) == 0 and len(self.disp_cb_dict) == 0:
	2303	self._layout_sizer_noDipers()
	2304	else:
[c8e1996]	2305	# set gaussian sizer
[f0d720b]	2306	self._on_select_Disp(event=None)
	2307	else:
	2308	self.sizer4_4.Clear(True)
[5ce7f17]	2309
[c8e1996]	2310	# post state to fit panel
[f0d720b]	2311	self.save_current_state()
[c8e1996]	2312	if event is not None:
[f0d720b]	2313	event = PageInfoEvent(page=self)
	2314	wx.PostEvent(self.parent, event)
[c8e1996]	2315	# draw the model with the current dispersity
[47f2b5d]	2316
[c8e1996]	2317	# Wojtek P, Oct 8, 2016: Calling draw_model seems to be unessecary.
	2318	# By comenting it we save an extra Iq calculation
	2319	# self._draw_model()
[47f2b5d]	2320
[c8e1996]	2321	# Need to use FitInside again here to replace the next four lines.
	2322	# Otherwised polydispersity off does not resize the scrollwindow.
	2323	# PDB Nov 28, 2015
[1c2bf90]	2324	self.FitInside()
	2325	# self.sizer4_4.Layout()
	2326	# self.sizer5.Layout()
	2327	# self.Layout()
	2328	# self.Refresh()
[5ce7f17]	2329
[f0d720b]	2330	def _layout_sizer_noDipers(self):
	2331	"""
	2332	Draw a sizer with no dispersity info
	2333	"""
	2334	ix = 0
	2335	iy = 1
	2336	self.fittable_param = []
	2337	self.fixed_param = []
	2338	self.orientation_params_disp = []
[5ce7f17]	2339
[f0d720b]	2340	self.sizer4_4.Clear(True)
	2341	text = "No polydispersity available for this model"
[6f16e25]	2342	model_disp = wx.StaticText(self, wx.ID_ANY, text)
[f0d720b]	2343	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
	2344	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 10)
	2345	self.sizer4_4.Layout()
	2346	self.sizer4.Layout()
[5ce7f17]	2347
[f0d720b]	2348	def _reset_dispersity(self):
	2349	"""
	2350	put gaussian dispersity into current model
	2351	"""
	2352	if len(self.param_toFit) > 0:
	2353	for item in self.fittable_param:
	2354	if item in self.param_toFit:
	2355	self.param_toFit.remove(item)
	2356
	2357	for item in self.orientation_params_disp:
	2358	if item in self.param_toFit:
	2359	self.param_toFit.remove(item)
[5ce7f17]	2360
[f0d720b]	2361	self.fittable_param = []
	2362	self.fixed_param = []
	2363	self.orientation_params_disp = []
	2364	self.values = {}
	2365	self.weights = {}
[bac3988]	2366
[c8e1996]	2367	# from sas.models.dispersion_models import GaussianDispersion
[f0d720b]	2368	from sasmodels.weights import GaussianDispersion
	2369	if len(self.disp_cb_dict) == 0:
	2370	self.save_current_state()
	2371	self.sizer4_4.Clear(True)
	2372	self.Layout()
	2373	return
	2374	if (len(self.disp_cb_dict) > 0):
	2375	for p in self.disp_cb_dict:
	2376	# The parameter was un-selected.
	2377	# Go back to Gaussian model (with 0 pts)
	2378	disp_model = GaussianDispersion()
[5ce7f17]	2379
[f0d720b]	2380	self._disp_obj_dict[p] = disp_model
	2381	# Set the new model as the dispersion object
	2382	# for the selected parameter
	2383	try:
	2384	self.model.set_dispersion(p, disp_model)
[7673ecd]	2385	except Exception:
	2386	logging.error(traceback.format_exc())
[f0d720b]	2387
[c8e1996]	2388	# save state into
[f0d720b]	2389	self.save_current_state()
	2390	self.Layout()
	2391	self.Refresh()
[5ce7f17]	2392
[f0d720b]	2393	def _on_select_Disp(self, event):
	2394	"""
	2395	allow selecting different dispersion
	2396	self.disp_list should change type later .now only gaussian
	2397	"""
	2398	self._set_sizer_dispersion()
	2399
[c8e1996]	2400	# Redraw the model
[cc0f4a8]	2401	# Wojtek P. Nov 7, 2016: Redrawing seems to be unnecessary here
	2402	# self._draw_model()
[c8e1996]	2403	# self._undo.Enable(True)
[f0d720b]	2404	event = PageInfoEvent(page=self)
	2405	wx.PostEvent(self.parent, event)
[5ce7f17]	2406
[f0d720b]	2407	self.sizer4_4.Layout()
	2408	self.sizer4.Layout()
	2409	self.SetupScrolling()
[5ce7f17]	2410
[f0d720b]	2411	def _on_disp_func(self, event=None):
	2412	"""
	2413	Select a distribution function for the polydispersion
[5ce7f17]	2414
[f0d720b]	2415	:Param event: ComboBox event
	2416	"""
	2417	# get ready for new event
[c8e1996]	2418	if event is not None:
[f0d720b]	2419	event.Skip()
	2420	# Get event object
	2421	disp_box = event.GetEventObject()
	2422
	2423	# Try to select a Distr. function
	2424	try:
	2425	disp_box.SetBackgroundColour("white")
	2426	selection = disp_box.GetCurrentSelection()
	2427	param_name = disp_box.Name.split('.')[0]
	2428	disp_name = disp_box.GetValue()
	2429	dispersity = disp_box.GetClientData(selection)
[5ce7f17]	2430
[c8e1996]	2431	# disp_model = GaussianDispersion()
[f0d720b]	2432	disp_model = dispersity()
	2433	# Get param names to reset the values of the param
	2434	name1 = param_name + ".width"
	2435	name2 = param_name + ".npts"
	2436	name3 = param_name + ".nsigmas"
	2437	# Check Disp. function whether or not it is 'array'
	2438	if disp_name.lower() == "array":
	2439	value2 = ""
	2440	value3 = ""
	2441	value1 = self._set_array_disp(name=name1, disp=disp_model)
	2442	else:
	2443	self._del_array_values(name1)
[c8e1996]	2444	# self._reset_array_disp(param_name)
[f0d720b]	2445	self._disp_obj_dict[name1] = disp_model
	2446	self.model.set_dispersion(param_name, disp_model)
[6c382da]	2447	self.state._disp_obj_dict[name1] = disp_model.type
[5ce7f17]	2448
[f0d720b]	2449	value1 = str(format_number(self.model.getParam(name1), True))
	2450	value2 = str(format_number(self.model.getParam(name2)))
	2451	value3 = str(format_number(self.model.getParam(name3)))
	2452	# Reset fittable polydispersin parameter value
	2453	for item in self.fittable_param:
	2454	if item[1] == name1:
	2455	item[2].SetValue(value1)
	2456	item[5].SetValue("")
	2457	item[6].SetValue("")
	2458	# Disable for array
	2459	if disp_name.lower() == "array":
	2460	item[0].SetValue(False)
	2461	item[0].Disable()
	2462	item[2].Disable()
	2463	item[3].Show(False)
	2464	item[4].Show(False)
	2465	item[5].Disable()
	2466	item[6].Disable()
	2467	else:
	2468	item[0].Enable()
	2469	item[2].Enable()
[6c382da]	2470	item[3].Show(True)
	2471	item[4].Show(True)
[f0d720b]	2472	item[5].Enable()
	2473	item[6].Enable()
	2474	break
	2475	# Reset fixed polydispersion params
	2476	for item in self.fixed_param:
	2477	if item[1] == name2:
[5ce7f17]	2478	item[2].SetValue(value2)
[f0d720b]	2479	# Disable Npts for array
	2480	if disp_name.lower() == "array":
	2481	item[2].Disable()
	2482	else:
	2483	item[2].Enable()
	2484	if item[1] == name3:
	2485	item[2].SetValue(value3)
	2486	# Disable Nsigs for array
	2487	if disp_name.lower() == "array":
	2488	item[2].Disable()
	2489	else:
	2490	item[2].Enable()
[5ce7f17]	2491
[4c3be25]	2492	# Make sure the check box updated
	2493	self.get_all_checked_params()
[f0d720b]	2494
	2495	# update params
	2496	self._update_paramv_on_fit()
	2497	# draw
	2498	self._draw_model()
	2499	self.Refresh()
[6ed67db]	2500	except Exception:
	2501	logging.error(traceback.format_exc())
[f0d720b]	2502	# Error msg
	2503	msg = "Error occurred:"
	2504	msg += " Could not select the distribution function..."
	2505	msg += " Please select another distribution function."
	2506	disp_box.SetBackgroundColour("pink")
	2507	# Focus on Fit button so that users can see the pinky box
	2508	self.btFit.SetFocus()
	2509	wx.PostEvent(self._manager.parent,
	2510	StatusEvent(status=msg, info="error"))
[5ce7f17]	2511
[f0d720b]	2512	def _set_array_disp(self, name=None, disp=None):
	2513	"""
	2514	Set array dispersion
[5ce7f17]	2515
[f0d720b]	2516	:param name: name of the parameter for the dispersion to be set
	2517	:param disp: the polydisperion object
	2518	"""
	2519	# The user wants this parameter to be averaged.
	2520	# Pop up the file selection dialog.
	2521	path = self._selectDlg()
	2522	# Array data
	2523	values = []
	2524	weights = []
	2525	# If nothing was selected, just return
	2526	if path is None:
	2527	self.disp_cb_dict[name].SetValue(False)
[c8e1996]	2528	# self.noDisper_rbox.SetValue(True)
[f0d720b]	2529	return
	2530	self._default_save_location = os.path.dirname(path)
[c8e1996]	2531	if self._manager is not None:
[5ce7f17]	2532	self._manager.parent._default_save_location = \
[f0d720b]	2533	self._default_save_location
	2534
	2535	basename = os.path.basename(path)
	2536	values, weights = self.read_file(path)
[5ce7f17]	2537
[f0d720b]	2538	# If any of the two arrays is empty, notify the user that we won't
	2539	# proceed
	2540	if len(self.param_toFit) > 0:
	2541	if name in self.param_toFit:
	2542	self.param_toFit.remove(name)
	2543
	2544	# Tell the user that we are about to apply the distribution
	2545	msg = "Applying loaded %s distribution: %s" % (name, path)
	2546	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	2547	self._set_array_disp_model(name=name, disp=disp,
[c8e1996]	2548	values=values, weights=weights)
[f0d720b]	2549	return basename
[5ce7f17]	2550
[f0d720b]	2551	def _set_array_disp_model(self, name=None, disp=None,
	2552	values=[], weights=[]):
	2553	"""
	2554	Set array dispersion model
[5ce7f17]	2555
[f0d720b]	2556	:param name: name of the parameter for the dispersion to be set
	2557	:param disp: the polydisperion object
	2558	"""
	2559	disp.set_weights(values, weights)
	2560	self._disp_obj_dict[name] = disp
	2561	self.model.set_dispersion(name.split('.')[0], disp)
[6c382da]	2562	self.state._disp_obj_dict[name] = disp.type
[f0d720b]	2563	self.values[name] = values
	2564	self.weights[name] = weights
	2565	# Store the object to make it persist outside the
	2566	# scope of this method
[c8e1996]	2567	# TODO: refactor model to clean this up?
[f0d720b]	2568	self.state.values = {}
	2569	self.state.weights = {}
	2570	self.state.values = copy.deepcopy(self.values)
	2571	self.state.weights = copy.deepcopy(self.weights)
	2572
	2573	# Set the new model as the dispersion object for the
[c8e1996]	2574	# selected parameter
	2575	# self.model.set_dispersion(p, disp_model)
[f0d720b]	2576	# Store a reference to the weights in the model object
[c8e1996]	2577	# so that
[f0d720b]	2578	# it's not lost when we use the model within another thread.
	2579	self.state.model = self.model.clone()
	2580	self.model._persistency_dict[name.split('.')[0]] = \
[c8e1996]	2581	[values, weights]
[f0d720b]	2582	self.state.model._persistency_dict[name.split('.')[0]] = \
[c8e1996]	2583	[values, weights]
[5ce7f17]	2584
[f0d720b]	2585	def _del_array_values(self, name=None):
	2586	"""
	2587	Reset array dispersion
[5ce7f17]	2588
[f0d720b]	2589	:param name: name of the parameter for the dispersion to be set
	2590	"""
	2591	# Try to delete values and weight of the names array dic if exists
	2592	try:
[6ed67db]	2593	if name in self.values:
	2594	del self.values[name]
	2595	del self.weights[name]
	2596	# delete all other dic
	2597	del self.state.values[name]
	2598	del self.state.weights[name]
	2599	del self.model._persistency_dict[name.split('.')[0]]
	2600	del self.state.model._persistency_dict[name.split('.')[0]]
[7673ecd]	2601	except Exception:
	2602	logging.error(traceback.format_exc())
[5ce7f17]	2603
[f0d720b]	2604	def _lay_out(self):
	2605	"""
	2606	returns self.Layout
[5ce7f17]	2607
[f0d720b]	2608	:Note: Mac seems to like this better when self.
	2609	Layout is called after fitting.
	2610	"""
	2611	self._sleep4sec()
	2612	self.Layout()
	2613	return
[5ce7f17]	2614
[f0d720b]	2615	def _sleep4sec(self):
	2616	"""
	2617	sleep for 1 sec only applied on Mac
	2618	Note: This 1sec helps for Mac not to crash on self.
	2619	Layout after self._draw_model
	2620	"""
[505706a]	2621	if ON_MAC:
[f0d720b]	2622	time.sleep(1)
[5ce7f17]	2623
[f0d720b]	2624	def _find_polyfunc_selection(self, disp_func=None):
	2625	"""
	2626	FInd Comboox selection from disp_func
[5ce7f17]	2627
[f0d720b]	2628	:param disp_function: dispersion distr. function
	2629	"""
	2630	# Find the selection
[a0373d5]	2631	if disp_func is not None:
	2632	try:
	2633	return POLYDISPERSITY_MODELS.values().index(disp_func.__class__)
	2634	except ValueError:
	2635	pass # Fall through to default class
	2636	return POLYDISPERSITY_MODELS.keys().index('gaussian')
[5ce7f17]	2637
[f0d720b]	2638	def on_reset_clicked(self, event):
	2639	"""
	2640	On 'Reset' button for Q range clicked
	2641	"""
	2642	flag = True
[c8e1996]	2643	# For 3 different cases: Data2D, Data1D, and theory
	2644	if self.model is None:
[f0d720b]	2645	msg = "Please select a model first..."
	2646	wx.MessageBox(msg, 'Info')
	2647	flag = False
	2648	return
[5ce7f17]	2649
[f0d720b]	2650	elif self.data.__class__.__name__ == "Data2D":
	2651	data_min = 0
	2652	x = max(math.fabs(self.data.xmin), math.fabs(self.data.xmax))
	2653	y = max(math.fabs(self.data.ymin), math.fabs(self.data.ymax))
	2654	self.qmin_x = data_min
[5ce7f17]	2655	self.qmax_x = math.sqrt(x * x + y * y)
[c8e1996]	2656	# self.data.mask = numpy.ones(len(self.data.data),dtype=bool)
[f0d720b]	2657	# check smearing
	2658	if not self.disable_smearer.GetValue():
[c8e1996]	2659	# set smearing value whether or
[f0d720b]	2660	# not the data contain the smearing info
	2661	if self.pinhole_smearer.GetValue():
	2662	flag = self.update_pinhole_smear()
	2663	else:
	2664	flag = True
[5ce7f17]	2665
[c8e1996]	2666	elif self.data is None:
[f0d720b]	2667	self.qmin_x = _QMIN_DEFAULT
	2668	self.qmax_x = _QMAX_DEFAULT
	2669	self.num_points = _NPTS_DEFAULT
	2670	self.state.npts = self.num_points
[5ce7f17]	2671
[f0d720b]	2672	elif self.data.__class__.__name__ != "Data2D":
	2673	self.qmin_x = min(self.data.x)
	2674	self.qmax_x = max(self.data.x)
	2675	# check smearing
	2676	if not self.disable_smearer.GetValue():
[c8e1996]	2677	# set smearing value whether or
[f0d720b]	2678	# not the data contain the smearing info
	2679	if self.slit_smearer.GetValue():
	2680	flag = self.update_slit_smear()
	2681	elif self.pinhole_smearer.GetValue():
	2682	flag = self.update_pinhole_smear()
	2683	else:
	2684	flag = True
	2685	else:
	2686	flag = False
[5ce7f17]	2687
[c8e1996]	2688	if flag is False:
[f0d720b]	2689	msg = "Cannot Plot :Must enter a number!!! "
	2690	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
	2691	else:
	2692	# set relative text ctrs.
	2693	self.qmin.SetValue(str(self.qmin_x))
	2694	self.qmax.SetValue(str(self.qmax_x))
	2695	self.show_npts2fit()
	2696	# At this point, some button and variables satatus (disabled?)
	2697	# should be checked such as color that should be reset to
	2698	# white in case that it was pink.
	2699	self._onparamEnter_helper()
	2700
	2701	self.save_current_state()
	2702	self.state.qmin = self.qmin_x
	2703	self.state.qmax = self.qmax_x
[5ce7f17]	2704
[c8e1996]	2705	# reset the q range values
[f0d720b]	2706	self._reset_plotting_range(self.state)
	2707	self._draw_model()
[5ce7f17]	2708
[f0d720b]	2709	def select_log(self, event):
	2710	"""
	2711	Log checked to generate log spaced points for theory model
	2712	"""
	2713
	2714	def get_images(self):
	2715	"""
	2716	Get the images of the plots corresponding this panel for report
[5ce7f17]	2717
[f0d720b]	2718	: return graphs: list of figures
	2719	: Need Move to guiframe
	2720	"""
	2721	# set list of graphs
	2722	graphs = []
	2723	canvases = []
	2724	res_item = None
	2725	# call gui_manager
	2726	gui_manager = self._manager.parent
	2727	# loops through the panels [dic]
	2728	for _, item2 in gui_manager.plot_panels.iteritems():
	2729	data_title = self.data.group_id
	2730	# try to get all plots belonging to this control panel
	2731	try:
	2732	g_id = item2.group_id
	2733	if g_id == data_title or \
	2734	str(g_id).count("res" + str(self.graph_id)) or \
	2735	str(g_id).count(str(self.uid)) > 0:
	2736	if str(g_id).count("res" + str(self.graph_id)) > 0:
	2737	res_item = [item2.figure, item2.canvas]
	2738	else:
	2739	# append to the list
	2740	graphs.append(item2.figure)
[5ce7f17]	2741	canvases.append(item2.canvas)
[7673ecd]	2742	except Exception:
[f0d720b]	2743	# Not for control panels
[7673ecd]	2744	logging.error(traceback.format_exc())
[f0d720b]	2745	# Make sure the resduals plot goes to the last
[c8e1996]	2746	if res_item is not None:
[f0d720b]	2747	graphs.append(res_item[0])
	2748	canvases.append(res_item[1])
	2749	# return the list of graphs
	2750	return graphs, canvases
	2751
[5ce7f17]	2752	def on_function_help_clicked(self, event):
	2753	"""
	2754	Function called when 'Help' button is pressed next to model
	2755	of interest. This calls DocumentationWindow from
	2756	documentation_window.py. It will load the top level of the model
	2757	help documenation sphinx generated html if no model is presented.
	2758	If a model IS present then if documention for that model exists
	2759	it will load to that point otherwise again it will go to the top.
	2760	For Wx2.8 and below is used (i.e. non-released through installer)
	2761	a browser is loaded and the top of the model documentation only is
	2762	accessible because webbrowser module does not pass anything after
	2763	the # to the browser.
	2764
[c8e1996]	2765	:param event: on Help Button pressed event
[5ce7f17]	2766	"""
	2767
[c8e1996]	2768	if self.model is not None:
[3db44fb]	2769	name = self.formfactorbox.GetValue()
[c8e1996]	2770	_TreeLocation = 'user/models/' + name.lower()+'.html'
[6f16e25]	2771	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation,
[15fb4fa]	2772	"", name + " Help")
[5ce7f17]	2773	else:
[15fb4fa]	2774	_TreeLocation = 'user/index.html'
[6f16e25]	2775	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation,
	2776	"", "General Model Help")
[5ce7f17]	2777
[f0d720b]	2778	def on_model_help_clicked(self, event):
	2779	"""
[5ce7f17]	2780	Function called when 'Description' button is pressed next to model
	2781	of interest. This calls the Description embedded in the model. This
	2782	should work with either Wx2.8 and lower or higher. If no model is
	2783	selected it will give the message that a model must be chosen first
	2784	in the box that would normally contain the description. If a badly
	2785	behaved model is encountered which has no description then it will
	2786	give the message that none is available.
	2787
[c8e1996]	2788	:param event: on Description Button pressed event
[f0d720b]	2789	"""
[5ce7f17]	2790
[c8e1996]	2791	if self.model is None:
[5ce7f17]	2792	name = 'index.html'
[f0d720b]	2793	else:
	2794	name = self.formfactorbox.GetValue()
[5ce7f17]	2795
	2796	msg = 'Model description:\n'
	2797	info = "Info"
[c8e1996]	2798	if self.model is not None:
	2799	# frame.Destroy()
[5ce7f17]	2800	if str(self.model.description).rstrip().lstrip() == '':
	2801	msg += "Sorry, no information is available for this model."
[f0d720b]	2802	else:
[5ce7f17]	2803	msg += self.model.description + '\n'
	2804	wx.MessageBox(msg, info)
	2805	else:
	2806	msg += "You must select a model to get information on this"
	2807	wx.MessageBox(msg, info)
	2808
[7116dffd]	2809	def _on_mag_angle_help(self, event):
[5ce7f17]	2810	"""
	2811	Bring up Magnetic Angle definition bmp image whenever the ? button
	2812	is clicked. Calls DocumentationWindow with the path of the location
	2813	within the documentation tree (after /doc/ ....". When using old
	2814	versions of Wx (i.e. before 2.9 and therefore not part of release
	2815	versions distributed via installer) it brings up an image viewer
	2816	box which allows the user to click through the rest of the images in
	2817	the directory. Not ideal but probably better than alternative which
	2818	would bring up the entire discussion of how magnetic models work?
	2819	Specially since it is not likely to be accessed. The normal release
	2820	versions bring up the normal image box.
	2821
	2822	:param evt: Triggers on clicking ? in Magnetic Angles? box
	2823	"""
	2824
	2825	_TreeLocation = "_images/M_angles_pic.bmp"
[6f16e25]	2826	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
[3db44fb]	2827	"Magnetic Angle Defintions")
[f0d720b]	2828
[7116dffd]	2829	def _on_mag_help(self, event):
[f0d720b]	2830	"""
[7116dffd]	2831	Bring up Magnetic Angle definition bmp image whenever the ? button
	2832	is clicked. Calls DocumentationWindow with the path of the location
	2833	within the documentation tree (after /doc/ ....". When using old
	2834	versions of Wx (i.e. before 2.9 and therefore not part of release
	2835	versions distributed via installer) it brings up an image viewer
	2836	box which allows the user to click through the rest of the images in
	2837	the directory. Not ideal but probably better than alternative which
	2838	would bring up the entire discussion of how magnetic models work?
	2839	Specially since it is not likely to be accessed. The normal release
	2840	versions bring up the normal image box.
	2841
	2842	:param evt: Triggers on clicking ? in Magnetic Angles? box
[f0d720b]	2843	"""
	2844
[e4c897b]	2845	_TreeLocation = "user/magnetism.html"
[6f16e25]	2846	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation, "",
[7116dffd]	2847	"Polarized Beam/Magnetc Help")
[f0d720b]	2848
[5ce7f17]	2849	def _on_mag_on(self, event):
[f0d720b]	2850	"""
	2851	Magnetic Parameters ON/OFF
	2852	"""
	2853	button = event.GetEventObject()
	2854
	2855	if button.GetLabel().count('ON') > 0:
	2856	self.magnetic_on = True
	2857	button.SetLabel("Magnetic OFF")
	2858	m_value = 1.0e-06
	2859	for key in self.model.magnetic_params:
	2860	if key.count('M0') > 0:
	2861	self.model.setParam(key, m_value)
	2862	m_value += 0.5e-06
	2863	else:
	2864	self.magnetic_on = False
	2865	button.SetLabel("Magnetic ON")
	2866	for key in self.model.magnetic_params:
	2867	if key.count('M0') > 0:
[c8e1996]	2868	# reset mag value to zero fo safety
[f0d720b]	2869	self.model.setParam(key, 0.0)
[5ce7f17]	2870
	2871	self.Show(False)
[f0d720b]	2872	self.set_model_param_sizer(self.model)
[c8e1996]	2873	# self._set_sizer_dispersion()
[f0d720b]	2874	self.state.magnetic_on = self.magnetic_on
	2875	self.SetupScrolling()
	2876	self.Show(True)
[5ce7f17]	2877
[f0d720b]	2878	def on_pd_help_clicked(self, event):
	2879	"""
[5ce7f17]	2880	Bring up Polydispersity Documentation whenever the ? button is clicked.
	2881	Calls DocumentationWindow with the path of the location within the
	2882	documentation tree (after /doc/ ....". Note that when using old
	2883	versions of Wx (before 2.9) and thus not the release version of
	2884	istallers, the help comes up at the top level of the file as
	2885	webbrowser does not pass anything past the # to the browser when it is
	2886	running "file:///...."
	2887
[c8e1996]	2888	:param event: Triggers on clicking ? in polydispersity box
[5ce7f17]	2889	"""
[f0d720b]	2890
[eb04d59]	2891	_TreeLocation = "user/sasgui/perspectives/fitting/pd_help.html"
[7801df8]	2892	_PageAnchor = ""
[6f16e25]	2893	_doc_viewer = DocumentationWindow(self, wx.ID_ANY, _TreeLocation,
[3db44fb]	2894	_PageAnchor, "Polydispersity Help")
[5ce7f17]	2895
[f0d720b]	2896	def on_left_down(self, event):
	2897	"""
	2898	Get key stroke event
	2899	"""
	2900	# Figuring out key combo: Cmd for copy, Alt for paste
	2901	if event.CmdDown() and event.ShiftDown():
	2902	self.get_paste()
	2903	elif event.CmdDown():
	2904	self.get_copy()
	2905	else:
	2906	event.Skip()
	2907	return
	2908	# make event free
	2909	event.Skip()
[5ce7f17]	2910
[f0d720b]	2911	def get_copy(self):
	2912	"""
	2913	Get copy params to clipboard
	2914	"""
	2915	content = self.get_copy_params()
	2916	flag = self.set_clipboard(content)
	2917	self._copy_info(flag)
	2918	return flag
[5ce7f17]	2919
[f0d720b]	2920	def get_copy_params(self):
	2921	"""
	2922	Get the string copies of the param names and values in the tap
	2923	"""
	2924	content = 'sasview_parameter_values:'
	2925	# Do it if params exist
[c8e1996]	2926	if self.parameters:
[5ce7f17]	2927
[f0d720b]	2928	# go through the parameters
	2929	strings = self._get_copy_helper(self.parameters,
	2930	self.orientation_params)
	2931	content += strings
[5ce7f17]	2932
[f0d720b]	2933	# go through the fittables
	2934	strings = self._get_copy_helper(self.fittable_param,
	2935	self.orientation_params_disp)
	2936	content += strings
	2937
	2938	# go through the fixed params
	2939	strings = self._get_copy_helper(self.fixed_param,
	2940	self.orientation_params_disp)
	2941	content += strings
[5ce7f17]	2942
[f0d720b]	2943	# go through the str params
	2944	strings = self._get_copy_helper(self.str_parameters,
	2945	self.orientation_params)
	2946	content += strings
	2947	return content
	2948	else:
	2949	return False
	2950
	2951	def get_copy_excel(self):
	2952	"""
	2953	Get copy params to clipboard
	2954	"""
	2955	content = self.get_copy_params_excel()
	2956	flag = self.set_clipboard(content)
	2957	self._copy_info(flag)
	2958	return flag
	2959
	2960	def get_copy_params_excel(self):
	2961	"""
	2962	Get the string copies of the param names and values in the tap
	2963	"""
	2964	content = ''
	2965
	2966	crlf = chr(13) + chr(10)
	2967	tab = chr(9)
	2968
	2969	# Do it if params exist
[c8e1996]	2970	if self.parameters:
[f0d720b]	2971
	2972	for param in self.parameters:
[c8e1996]	2973	content += param[1] # parameter name
[f0d720b]	2974	content += tab
[5ce7f17]	2975	content += param[1] + "_err"
[f0d720b]	2976	content += tab
	2977
	2978	content += crlf
	2979
[c8e1996]	2980	# row of values and errors...
[f0d720b]	2981	for param in self.parameters:
[c8e1996]	2982	content += param[2].GetValue() # value
[5ce7f17]	2983	content += tab
[c8e1996]	2984	content += param[4].GetValue() # error
[5ce7f17]	2985	content += tab
[f0d720b]	2986
	2987	return content
	2988	else:
	2989	return False
	2990
	2991	def get_copy_latex(self):
	2992	"""
	2993	Get copy params to clipboard
	2994	"""
	2995	content = self.get_copy_params_latex()
	2996	flag = self.set_clipboard(content)
	2997	self._copy_info(flag)
	2998	return flag
	2999
	3000	def get_copy_params_latex(self):
	3001	"""
	3002	Get the string copies of the param names and values in the tap
	3003	"""
	3004	content = '\\begin{table}'
	3005	content += '\\begin{tabular}[h]'
	3006
	3007	crlf = chr(13) + chr(10)
	3008	tab = chr(9)
	3009
	3010	# Do it if params exist
[c8e1996]	3011	if self.parameters:
[f0d720b]	3012
	3013	content += '{\|'
	3014	for param in self.parameters:
	3015	content += 'l\|l\|'
	3016	content += '}\hline'
	3017	content += crlf
	3018
	3019	for index, param in enumerate(self.parameters):
[c8e1996]	3020	content += param[1].replace('_', '\_') # parameter name
[f0d720b]	3021	content += ' & '
[5ce7f17]	3022	content += param[1].replace('_', '\_') + "\_err"
	3023	if index < len(self.parameters) - 1:
[f0d720b]	3024	content += ' & '
	3025	content += '\\\\ \\hline'
	3026	content += crlf
	3027
[c8e1996]	3028	# row of values and errors...
[f0d720b]	3029	for index, param in enumerate(self.parameters):
[c8e1996]	3030	content += param[2].GetValue() # parameter value
[f0d720b]	3031	content += ' & '
[c8e1996]	3032	content += param[4].GetValue() # parameter error
[5ce7f17]	3033	if index < len(self.parameters) - 1:
[f0d720b]	3034	content += ' & '
	3035	content += '\\\\ \\hline'
	3036	content += crlf
	3037
	3038	content += '\\end{tabular}'
	3039	content += '\\end{table}'
	3040	return content
	3041	else:
	3042	return False
	3043
	3044	def set_clipboard(self, content=None):
	3045	"""
	3046	Put the string to the clipboard
	3047	"""
	3048	if not content:
	3049	return False
	3050	if wx.TheClipboard.Open():
	3051	wx.TheClipboard.SetData(wx.TextDataObject(str(content)))
	3052	wx.TheClipboard.Close()
	3053	return True
	3054	return None
[5ce7f17]	3055
[f0d720b]	3056	def _get_copy_helper(self, param, orient_param):
	3057	"""
	3058	Helping get value and name of the params
[5ce7f17]	3059
[f0d720b]	3060	: param param: parameters
	3061	: param orient_param = oritational params
	3062	: return content: strings [list] [name,value:....]
	3063	"""
	3064	content = ''
[5223602]	3065	bound_hi = ''
	3066	bound_lo = ''
[f0d720b]	3067	# go through the str params
	3068	for item in param:
	3069	# copy only the params shown
	3070	if not item[2].IsShown():
	3071	continue
	3072	disfunc = ''
	3073	try:
	3074	if item[7].__class__.__name__ == 'ComboBox':
	3075	disfunc = str(item[7].GetValue())
[7673ecd]	3076	except Exception:
	3077	logging.error(traceback.format_exc())
[5ce7f17]	3078
[f0d720b]	3079	# 2D
	3080	if self.data.__class__.__name__ == "Data2D":
	3081	try:
	3082	check = item[0].GetValue()
[7673ecd]	3083	except Exception:
[f0d720b]	3084	check = None
	3085	name = item[1]
	3086	value = item[2].GetValue()
	3087	# 1D
	3088	else:
[c8e1996]	3089	# for 1D all parameters except orientation
[f0d720b]	3090	if not item[1] in orient_param:
	3091	try:
	3092	check = item[0].GetValue()
	3093	except:
	3094	check = None
	3095	name = item[1]
	3096	value = item[2].GetValue()
	3097
[5223602]	3098	# Bounds
	3099	try:
	3100	bound_lo = item[5].GetValue()
	3101	bound_hi = item[6].GetValue()
	3102	except Exception:
	3103	# harmless - need to just pass
	3104	pass
	3105
[f0d720b]	3106	# add to the content
	3107	if disfunc != '':
[5ce7f17]	3108
[f0d720b]	3109	disfunc = ',' + disfunc
	3110	# Need to support array func for copy/paste
	3111	try:
	3112	if disfunc.count('array') > 0:
	3113	disfunc += ','
	3114	for val in self.values[name]:
	3115	disfunc += ' ' + str(val)
	3116	disfunc += ','
	3117	for weight in self.weights[name]:
	3118	disfunc += ' ' + str(weight)
[7673ecd]	3119	except Exception:
	3120	logging.error(traceback.format_exc())
[c8e1996]	3121	content += name + ',' + str(check) + ',' + value + disfunc + ',' + \
	3122	bound_lo + ',' + bound_hi + ':'
[f0d720b]	3123
	3124	return content
[5ce7f17]	3125
[f0d720b]	3126	def get_clipboard(self):
	3127	"""
	3128	Get strings in the clipboard
	3129	"""
	3130	text = ""
	3131	# Get text from the clip board
	3132	if wx.TheClipboard.Open():
	3133	if wx.TheClipboard.IsSupported(wx.DataFormat(wx.DF_TEXT)):
	3134	data = wx.TextDataObject()
	3135	# get wx dataobject
	3136	success = wx.TheClipboard.GetData(data)
	3137	# get text
	3138	if success:
	3139	text = data.GetText()
	3140	else:
	3141	text = ''
	3142	# close clipboard
	3143	wx.TheClipboard.Close()
	3144	return text
[5ce7f17]	3145
[f0d720b]	3146	def get_paste(self):
	3147	"""
	3148	Paste params from the clipboard
	3149	"""
	3150	text = self.get_clipboard()
	3151	flag = self.get_paste_params(text)
	3152	self._copy_info(flag)
	3153	return flag
[5ce7f17]	3154
[f0d720b]	3155	def get_paste_params(self, text=''):
	3156	"""
	3157	Get the string copies of the param names and values in the tap
	3158	"""
	3159	context = {}
	3160	# put the text into dictionary
	3161	lines = text.split(':')
	3162	if lines[0] != 'sasview_parameter_values':
	3163	self._copy_info(False)
	3164	return False
	3165	for line in lines[1:-1]:
	3166	if len(line) != 0:
	3167	item = line.split(',')
	3168	check = item[1]
	3169	name = item[0]
	3170	value = item[2]
	3171	# Transfer the text to content[dictionary]
	3172	context[name] = [check, value]
[5223602]	3173
	3174	# limits
	3175	limit_lo = item[3]
	3176	context[name].append(limit_lo)
	3177	limit_hi = item[4]
	3178	context[name].append(limit_hi)
	3179
[f0d720b]	3180	# ToDo: PlugIn this poly disp function for pasting
	3181	try:
[5223602]	3182	poly_func = item[5]
[f0d720b]	3183	context[name].append(poly_func)
	3184	try:
	3185	# take the vals and weights for array
[5223602]	3186	array_values = item[6].split(' ')
	3187	array_weights = item[7].split(' ')
[f0d720b]	3188	val = [float(a_val) for a_val in array_values[1:]]
	3189	weit = [float(a_weit) for a_weit in array_weights[1:]]
[5ce7f17]	3190
[f0d720b]	3191	context[name].append(val)
	3192	context[name].append(weit)
	3193	except:
	3194	raise
	3195	except:
	3196	poly_func = ''
	3197	context[name].append(poly_func)
	3198
	3199	# Do it if params exist
[c8e1996]	3200	if self.parameters:
[f0d720b]	3201	# go through the parameters
	3202	self._get_paste_helper(self.parameters,
	3203	self.orientation_params, context)
	3204
	3205	# go through the fittables
	3206	self._get_paste_helper(self.fittable_param,
	3207	self.orientation_params_disp,
	3208	context)
	3209
	3210	# go through the fixed params
	3211	self._get_paste_helper(self.fixed_param,
	3212	self.orientation_params_disp, context)
[5ce7f17]	3213
[f0d720b]	3214	# go through the str params
	3215	self._get_paste_helper(self.str_parameters,
	3216	self.orientation_params, context)
[5ce7f17]	3217
[f0d720b]	3218	return True
	3219	return None
[5ce7f17]	3220
[f0d720b]	3221	def _get_paste_helper(self, param, orient_param, content):
	3222	"""
	3223	Helping set values of the params
[5ce7f17]	3224
[f0d720b]	3225	: param param: parameters
	3226	: param orient_param: oritational params
	3227	: param content: dictionary [ name, value: name1.value1,...]
	3228	"""
	3229	# go through the str params
	3230	for item in param:
	3231	# 2D
	3232	if self.data.__class__.__name__ == "Data2D":
	3233	name = item[1]
	3234	if name in content.keys():
[5223602]	3235	values = content[name]
	3236	check = values[0]
	3237	pd = values[1]
	3238
[f0d720b]	3239	if name.count('.') > 0:
[6c382da]	3240	# If this is parameter.width, then pd may be a floating
	3241	# point value or it may be an array distribution.
	3242	# Nothing to do for parameter.npts or parameter.nsigmas.
[f0d720b]	3243	try:
	3244	float(pd)
[6c382da]	3245	if name.endswith('.npts'):
	3246	pd = int(pd)
	3247	except Exception:
[c8e1996]	3248	# continue
[f0d720b]	3249	if not pd and pd != '':
	3250	continue
	3251	item[2].SetValue(str(pd))
	3252	if item in self.fixed_param and pd == '':
	3253	# Only array func has pd == '' case.
	3254	item[2].Enable(False)
[6c382da]	3255	else:
	3256	item[2].Enable(True)
[f0d720b]	3257	if item[2].__class__.__name__ == "ComboBox":
	3258	if content[name][1] in self.model.fun_list:
	3259	fun_val = self.model.fun_list[content[name][1]]
	3260	self.model.setParam(name, fun_val)
[5223602]	3261	try:
	3262	item[5].SetValue(str(values[-3]))
	3263	item[6].SetValue(str(values[-2]))
	3264	except Exception:
	3265	# passing as harmless non-update
	3266	pass
[5ce7f17]	3267
[f0d720b]	3268	value = content[name][1:]
	3269	self._paste_poly_help(item, value)
	3270	if check == 'True':
	3271	is_true = True
	3272	elif check == 'False':
	3273	is_true = False
	3274	else:
	3275	is_true = None
[c8e1996]	3276	if is_true is not None:
[f0d720b]	3277	item[0].SetValue(is_true)
	3278	# 1D
	3279	else:
[c8e1996]	3280	# for 1D all parameters except orientation
[f0d720b]	3281	if not item[1] in orient_param:
	3282	name = item[1]
	3283	if name in content.keys():
	3284	check = content[name][0]
	3285	# Avoid changing combox content
	3286	value = content[name][1:]
	3287	pd = value[0]
	3288	if name.count('.') > 0:
[c8e1996]	3289	# If this is parameter.width, then pd may be a
	3290	# floating point value or it may be an array
	3291	# distribution. Nothing to do for parameter.npts or
	3292	# parameter.nsigmas.
[f0d720b]	3293	try:
	3294	pd = float(pd)
[6c382da]	3295	if name.endswith('.npts'):
	3296	pd = int(pd)
[f0d720b]	3297	except:
[c8e1996]	3298	# continue
[f0d720b]	3299	if not pd and pd != '':
	3300	continue
	3301	item[2].SetValue(str(pd))
	3302	if item in self.fixed_param and pd == '':
	3303	# Only array func has pd == '' case.
	3304	item[2].Enable(False)
[6c382da]	3305	else:
	3306	item[2].Enable(True)
[f0d720b]	3307	if item[2].__class__.__name__ == "ComboBox":
	3308	if value[0] in self.model.fun_list:
	3309	fun_val = self.model.fun_list[value[0]]
	3310	self.model.setParam(name, fun_val)
	3311	# save state
[5223602]	3312	try:
	3313	item[5].SetValue(str(value[-3]))
	3314	item[6].SetValue(str(value[-2]))
	3315	except Exception:
	3316	# passing as harmless non-update
	3317	pass
	3318
[f0d720b]	3319	self._paste_poly_help(item, value)
	3320	if check == 'True':
	3321	is_true = True
	3322	elif check == 'False':
	3323	is_true = False
	3324	else:
	3325	is_true = None
[c8e1996]	3326	if is_true is not None:
[f0d720b]	3327	item[0].SetValue(is_true)
[5ce7f17]	3328
[01cfd13]	3329	self.select_param(event=None)
	3330	self.Refresh()
	3331
[f0d720b]	3332	def _paste_poly_help(self, item, value):
	3333	"""
	3334	Helps get paste for poly function
[5ce7f17]	3335
[6c382da]	3336	item is the parameter name
	3337
	3338	value depends on which parameter is being processed, and whether it
	3339	has array polydispersity.
	3340
	3341	For parameters without array polydispersity:
	3342
	3343	parameter => ['FLOAT', '']
	3344	parameter.width => ['FLOAT', 'DISTRIBUTION', '']
	3345	parameter.npts => ['FLOAT', '']
	3346	parameter.nsigmas => ['FLOAT', '']
	3347
	3348	For parameters with array polydispersity:
	3349
	3350	parameter => ['FLOAT', '']
	3351	parameter.width => ['FILENAME', 'array', [x1, ...], [w1, ...]]
	3352	parameter.npts => ['FLOAT', '']
	3353	parameter.nsigmas => ['FLOAT', '']
[f0d720b]	3354	"""
[6c382da]	3355	# Do nothing if not setting polydispersity
[5223602]	3356	if len(value[3]) == 0:
[6c382da]	3357	return
[5ce7f17]	3358
[6c382da]	3359	try:
	3360	name = item[7].Name
	3361	param_name = name.split('.')[0]
	3362	item[7].SetValue(value[1])
	3363	selection = item[7].GetCurrentSelection()
	3364	dispersity = item[7].GetClientData(selection)
	3365	disp_model = dispersity()
	3366
	3367	if value[1] == 'array':
	3368	pd_vals = numpy.array(value[2])
	3369	pd_weights = numpy.array(value[3])
	3370	if len(pd_vals) == 0 or len(pd_vals) != len(pd_weights):
	3371	msg = ("bad array distribution parameters for %s"
	3372	% param_name)
	3373	raise ValueError(msg)
	3374	self._set_disp_cb(True, item=item)
	3375	self._set_array_disp_model(name=name,
	3376	disp=disp_model,
	3377	values=pd_vals,
	3378	weights=pd_weights)
	3379	else:
	3380	self._set_disp_cb(False, item=item)
	3381	self._disp_obj_dict[name] = disp_model
	3382	self.model.set_dispersion(param_name, disp_model)
	3383	self.state._disp_obj_dict[name] = disp_model.type
	3384	# TODO: It's not an array, why update values and weights?
	3385	self.model._persistency_dict[param_name] = \
	3386	[self.values, self.weights]
	3387	self.state.values = self.values
	3388	self.state.weights = self.weights
[5ce7f17]	3389
[6c382da]	3390	except Exception:
	3391	logging.error(traceback.format_exc())
	3392	print "Error in BasePage._paste_poly_help: %s" % \
[c8e1996]	3393	sys.exc_info()[1]
[6c382da]	3394
	3395	def _set_disp_cb(self, isarray, item):
[f0d720b]	3396	"""
	3397	Set cb for array disp
	3398	"""
[6c382da]	3399	if isarray:
	3400	item[0].SetValue(False)
	3401	item[0].Enable(False)
	3402	item[2].Enable(False)
	3403	item[3].Show(False)
	3404	item[4].Show(False)
	3405	item[5].SetValue('')
	3406	item[5].Enable(False)
	3407	item[6].SetValue('')
	3408	item[6].Enable(False)
	3409	else:
	3410	item[0].Enable()
	3411	item[2].Enable()
	3412	item[3].Show(True)
	3413	item[4].Show(True)
	3414	item[5].Enable()
	3415	item[6].Enable()
[5ce7f17]	3416
[f0d720b]	3417	def update_pinhole_smear(self):
	3418	"""
	3419	Method to be called by sub-classes
	3420	Moveit; This method doesn't belong here
	3421	"""
	3422	print "BasicPage.update_pinhole_smear was called: skipping"
	3423	return
	3424
	3425	def _read_category_info(self):
	3426	"""
	3427	Reads the categories in from file
	3428	"""
	3429	# # ILL mod starts here - July 2012 kieranrcampbell@gmail.com
	3430	self.master_category_dict = defaultdict(list)
	3431	self.by_model_dict = defaultdict(list)
	3432	self.model_enabled_dict = defaultdict(bool)
[212bfc2]	3433	categorization_file = CategoryInstaller.get_user_file()
	3434	with open(categorization_file, 'rb') as f:
	3435	self.master_category_dict = json.load(f)
	3436	self._regenerate_model_dict()
[f0d720b]	3437
	3438	def _regenerate_model_dict(self):
	3439	"""
[5ce7f17]	3440	regenerates self.by_model_dict which has each model name as the
[f0d720b]	3441	key and the list of categories belonging to that model
	3442	along with the enabled mapping
	3443	"""
	3444	self.by_model_dict = defaultdict(list)
	3445	for category in self.master_category_dict:
	3446	for (model, enabled) in self.master_category_dict[category]:
	3447	self.by_model_dict[model].append(category)
	3448	self.model_enabled_dict[model] = enabled
[5ce7f17]	3449
[f0d720b]	3450	def _populate_listbox(self):
	3451	"""
	3452	fills out the category list box
	3453	"""
[e92a352]	3454	uncat_str = 'Plugin Models'
[f0d720b]	3455	self._read_category_info()
	3456
	3457	self.categorybox.Clear()
	3458	cat_list = sorted(self.master_category_dict.keys())
[c8e1996]	3459	if uncat_str not in cat_list:
[f0d720b]	3460	cat_list.append(uncat_str)
[5ce7f17]	3461
[f0d720b]	3462	for category in cat_list:
	3463	if category != '':
	3464	self.categorybox.Append(category)
	3465
	3466	if self.categorybox.GetSelection() == wx.NOT_FOUND:
	3467	self.categorybox.SetSelection(0)
	3468	else:
[c8e1996]	3469	self.categorybox.SetSelection(
[f0d720b]	3470	self.categorybox.GetSelection())
[c8e1996]	3471	# self._on_change_cat(None)
[f0d720b]	3472
	3473	def _on_change_cat(self, event):
	3474	"""
	3475	Callback for category change action
	3476	"""
	3477	self.model_name = None
	3478	category = self.categorybox.GetStringSelection()
[c8e1996]	3479	if category is None:
[f0d720b]	3480	return
	3481	self.model_box.Clear()
	3482
[e92a352]	3483	if category == 'Plugin Models':
[f0d720b]	3484	for model in self.model_list_box[category]:
	3485	str_m = str(model).split(".")[0]
	3486	self.model_box.Append(str_m)
	3487
	3488	else:
[5ce7f17]	3489	for (model, enabled) in sorted(self.master_category_dict[category],
[c8e1996]	3490	key=lambda name: name[0]):
[f0d720b]	3491	if(enabled):
	3492	self.model_box.Append(model)
	3493
	3494	def _fill_model_sizer(self, sizer):
	3495	"""
	3496	fill sizer containing model info
	3497	"""
[6f16e25]	3498	# This should only be called once per fit tab
[c8e1996]	3499	# print "==== Entering _fill_model_sizer"
	3500	# Add model function Details button in fitpanel.
	3501	# The following 3 lines are for Mac. Let JHC know before modifying...
[f0d720b]	3502	title = "Model"
	3503	self.formfactorbox = None
	3504	self.multifactorbox = None
[6f16e25]	3505	self.mbox_description = wx.StaticBox(self, wx.ID_ANY, str(title))
[f0d720b]	3506	boxsizer1 = wx.StaticBoxSizer(self.mbox_description, wx.VERTICAL)
	3507	sizer_cat = wx.BoxSizer(wx.HORIZONTAL)
	3508	self.mbox_description.SetForegroundColour(wx.RED)
[6f16e25]	3509	wx_id = self._ids.next()
	3510	self.model_func = wx.Button(self, wx_id, 'Help', size=(80, 23))
	3511	self.model_func.Bind(wx.EVT_BUTTON, self.on_function_help_clicked,
	3512	id=wx_id)
[5ce7f17]	3513	self.model_func.SetToolTipString("Full Model Function Help")
[6f16e25]	3514	wx_id = self._ids.next()
	3515	self.model_help = wx.Button(self, wx_id, 'Description', size=(80, 23))
	3516	self.model_help.Bind(wx.EVT_BUTTON, self.on_model_help_clicked,
	3517	id=wx_id)
[5ce7f17]	3518	self.model_help.SetToolTipString("Short Model Function Description")
[6f16e25]	3519	wx_id = self._ids.next()
	3520	self.model_view = wx.Button(self, wx_id, "Show 2D", size=(80, 23))
	3521	self.model_view.Bind(wx.EVT_BUTTON, self._onModel2D, id=wx_id)
[f0d720b]	3522	hint = "toggle view of model from 1D to 2D or 2D to 1D"
	3523	self.model_view.SetToolTipString(hint)
[5ce7f17]	3524
[6f16e25]	3525	cat_set_box = wx.StaticBox(self, wx.ID_ANY, 'Category')
[f0d720b]	3526	sizer_cat_box = wx.StaticBoxSizer(cat_set_box, wx.HORIZONTAL)
	3527	sizer_cat_box.SetMinSize((200, 50))
[6f16e25]	3528	self.categorybox = wx.ComboBox(self, wx.ID_ANY,
	3529	style=wx.CB_READONLY)
[5ce7f17]	3530	self.categorybox.SetToolTip(wx.ToolTip("Select a Category/Type"))
[f0d720b]	3531	self._populate_listbox()
[6f16e25]	3532	wx.EVT_COMBOBOX(self.categorybox, wx.ID_ANY, self._show_combox)
[c8e1996]	3533	# self.shape_rbutton = wx.RadioButton(self, wx.ID_ANY, 'Shapes',
[f0d720b]	3534	# style=wx.RB_GROUP)
[c8e1996]	3535	# self.shape_indep_rbutton = wx.RadioButton(self, wx.ID_ANY,
[f0d720b]	3536	# "Shape-Independent")
[c8e1996]	3537	# self.struct_rbutton = wx.RadioButton(self, wx.ID_ANY,
[6f16e25]	3538	# "Structure Factor ")
[c8e1996]	3539	# self.plugin_rbutton = wx.RadioButton(self, wx.ID_ANY,
[6f16e25]	3540	# "Uncategorized")
[5ce7f17]	3541
[c8e1996]	3542	# self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
[f0d720b]	3543	# id=self.shape_rbutton.GetId())
[c8e1996]	3544	# self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
[f0d720b]	3545	# id=self.shape_indep_rbutton.GetId())
[c8e1996]	3546	# self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
[f0d720b]	3547	# id=self.struct_rbutton.GetId())
[c8e1996]	3548	# self.Bind(wx.EVT_RADIOBUTTON, self._show_combox,
[f0d720b]	3549	# id=self.plugin_rbutton.GetId())
[c8e1996]	3550	# MAC needs SetValue
[5ce7f17]	3551
[6f16e25]	3552	show_cat_button = wx.Button(self, wx.ID_ANY, "Modify")
[f0d720b]	3553	cat_tip = "Modify model categories \n"
	3554	cat_tip += "(also accessible from the menu bar)."
[c8e1996]	3555	show_cat_button.SetToolTip(wx.ToolTip(cat_tip))
[f0d720b]	3556	show_cat_button.Bind(wx.EVT_BUTTON, self._on_modify_cat)
	3557	sizer_cat_box.Add(self.categorybox, 1, wx.RIGHT, 3)
[c8e1996]	3558	sizer_cat_box.Add((10, 10))
[f0d720b]	3559	sizer_cat_box.Add(show_cat_button)
[c8e1996]	3560	# self.shape_rbutton.SetValue(True)
[bac3988]	3561
[f0d720b]	3562	sizer_radiobutton = wx.GridSizer(2, 2, 5, 5)
[c8e1996]	3563	# sizer_radiobutton.Add(self.shape_rbutton)
	3564	# sizer_radiobutton.Add(self.shape_indep_rbutton)
	3565	sizer_radiobutton.Add((5, 5))
[5ce7f17]	3566	sizer_radiobutton.Add(self.model_view, 1, wx.RIGHT, 5)
[c8e1996]	3567	# sizer_radiobutton.Add(self.plugin_rbutton)
	3568	# sizer_radiobutton.Add(self.struct_rbutton)
	3569	# sizer_radiobutton.Add((5,5))
[5ce7f17]	3570	sizer_radiobutton.Add(self.model_help, 1, wx.RIGHT \| wx.LEFT, 5)
[c8e1996]	3571	# sizer_radiobutton.Add((5,5))
[5ce7f17]	3572	sizer_radiobutton.Add(self.model_func, 1, wx.RIGHT, 5)
[f0d720b]	3573	sizer_cat.Add(sizer_cat_box, 1, wx.LEFT, 2.5)
	3574	sizer_cat.Add(sizer_radiobutton)
	3575	sizer_selection = wx.BoxSizer(wx.HORIZONTAL)
	3576	mutifactor_selection = wx.BoxSizer(wx.HORIZONTAL)
[5ce7f17]	3577
[6f16e25]	3578	self.text1 = wx.StaticText(self, wx.ID_ANY, "")
	3579	self.text2 = wx.StaticText(self, wx.ID_ANY, "P(Q)*S(Q)")
	3580	self.mutifactor_text = wx.StaticText(self, wx.ID_ANY, "No. of Shells: ")
	3581	self.mutifactor_text1 = wx.StaticText(self, wx.ID_ANY, "")
	3582	self.show_sld_button = wx.Button(self, wx.ID_ANY, "Show SLD Profile")
[f0d720b]	3583	self.show_sld_button.Bind(wx.EVT_BUTTON, self._on_show_sld)
	3584
[6f16e25]	3585	self.formfactorbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
[5ce7f17]	3586	self.formfactorbox.SetToolTip(wx.ToolTip("Select a Model"))
[c8e1996]	3587	if self.model is not None:
[f0d720b]	3588	self.formfactorbox.SetValue(self.model.name)
[6f16e25]	3589	self.structurebox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
	3590	self.multifactorbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
[f0d720b]	3591	self.initialize_combox()
[6f16e25]	3592	wx.EVT_COMBOBOX(self.formfactorbox, wx.ID_ANY, self._on_select_model)
[f0d720b]	3593
[6f16e25]	3594	wx.EVT_COMBOBOX(self.structurebox, wx.ID_ANY, self._on_select_model)
	3595	wx.EVT_COMBOBOX(self.multifactorbox, wx.ID_ANY, self._on_select_model)
[c8e1996]	3596	# check model type to show sizer
	3597	if self.model is not None:
[f0d720b]	3598	print "_set_model_sizer_selection: disabled."
[c8e1996]	3599	# self._set_model_sizer_selection(self.model)
[5ce7f17]	3600
[f0d720b]	3601	sizer_selection.Add(self.text1)
	3602	sizer_selection.Add((10, 5))
	3603	sizer_selection.Add(self.formfactorbox)
	3604	sizer_selection.Add((5, 5))
	3605	sizer_selection.Add(self.text2)
	3606	sizer_selection.Add((5, 5))
	3607	sizer_selection.Add(self.structurebox)
[5ce7f17]	3608
[f0d720b]	3609	mutifactor_selection.Add((13, 5))
	3610	mutifactor_selection.Add(self.mutifactor_text)
	3611	mutifactor_selection.Add(self.multifactorbox)
	3612	mutifactor_selection.Add((5, 5))
	3613	mutifactor_selection.Add(self.mutifactor_text1)
	3614	mutifactor_selection.Add((10, 5))
	3615	mutifactor_selection.Add(self.show_sld_button)
	3616
	3617	boxsizer1.Add(sizer_cat)
	3618	boxsizer1.Add((10, 10))
	3619	boxsizer1.Add(sizer_selection)
	3620	boxsizer1.Add((10, 10))
	3621	boxsizer1.Add(mutifactor_selection)
[5ce7f17]	3622
[f0d720b]	3623	self._set_multfactor_combobox()
	3624	self.multifactorbox.SetSelection(1)
	3625	self.show_sld_button.Hide()
	3626	sizer.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
	3627	sizer.Layout()
[5ce7f17]	3628
[f0d720b]	3629	def on_smear_helper(self, update=False):
	3630	"""
	3631	Help for onSmear if implemented
[5ce7f17]	3632
[f0d720b]	3633	:param update: force or not to update
	3634	"""
	3635	def reset_page(self, state, first=False):
	3636	"""
	3637	reset the state if implemented
	3638	"""
	3639	def onSmear(self, event):
	3640	"""
[5ce7f17]	3641	Create a smear object if implemented
[f0d720b]	3642	"""
	3643	def onPinholeSmear(self, event):
	3644	"""
	3645	Create a custom pinhole smear object if implemented
	3646	"""
	3647	def onSlitSmear(self, event):
	3648	"""
	3649	Create a custom slit smear object if implemented
	3650	"""
	3651	def update_slit_smear(self):
	3652	"""
	3653	called by kill_focus on pinhole TextCntrl
	3654	to update the changes if implemented
	3655	"""
	3656	def select_param(self, event):
	3657	"""
	3658	Select TextCtrl checked if implemented
	3659	"""
	3660	def set_data(self, data=None):
	3661	"""
	3662	Sets data if implemented
	3663	"""
	3664	def _is_2D(self):
	3665	"""
	3666	Check if data_name is Data2D if implemented
	3667	"""
	3668	def _on_select_model(self, event=None):
	3669	"""
	3670	call back for model selection if implemented
	3671	"""
	3672	def get_weight_flag(self):
	3673	"""
	3674	Get flag corresponding to a given weighting dI data if implemented
	3675	"""
	3676	def _set_sizer_dispersion(self):
	3677	"""
	3678	draw sizer for dispersity if implemented
	3679	"""
	3680	def get_all_checked_params(self):
	3681	"""
	3682	Found all parameters current check and add them to list of parameters
	3683	to fit if implemented
	3684	"""
	3685	def show_npts2fit(self):
	3686	"""
	3687	setValue Npts for fitting if implemented
	3688	"""
	3689	def _onModel2D(self, event):
	3690	"""
	3691	toggle view of model from 1D to 2D or 2D from 1D if implemented
	3692	"""
[373d4ee]	3693
[c8e1996]	3694
[373d4ee]	3695	class ModelTextCtrl(wx.TextCtrl):
	3696	"""
	3697	Text control for model and fit parameters.
	3698	Binds the appropriate events for user interactions.
	3699	Default callback methods can be overwritten on initialization
	3700
	3701	:param kill_focus_callback: callback method for EVT_KILL_FOCUS event
	3702	:param set_focus_callback: callback method for EVT_SET_FOCUS event
	3703	:param mouse_up_callback: callback method for EVT_LEFT_UP event
	3704	:param text_enter_callback: callback method for EVT_TEXT_ENTER event
	3705
	3706	"""
[c8e1996]	3707	# Set to True when the mouse is clicked while whole string is selected
[373d4ee]	3708	full_selection = False
[c8e1996]	3709	# Call back for EVT_SET_FOCUS events
[373d4ee]	3710	_on_set_focus_callback = None
	3711
	3712	def __init__(self, parent, id=-1,
	3713	value=wx.EmptyString,
	3714	pos=wx.DefaultPosition,
	3715	size=wx.DefaultSize,
	3716	style=0,
	3717	validator=wx.DefaultValidator,
	3718	name=wx.TextCtrlNameStr,
	3719	kill_focus_callback=None,
	3720	set_focus_callback=None,
	3721	mouse_up_callback=None,
	3722	text_enter_callback=None):
	3723
	3724	wx.TextCtrl.__init__(self, parent, id, value, pos,
	3725	size, style, validator, name)
	3726
	3727	# Bind appropriate events
	3728	self._on_set_focus_callback = parent.onSetFocus \
	3729	if set_focus_callback is None else set_focus_callback
	3730	self.Bind(wx.EVT_SET_FOCUS, self._on_set_focus)
[c8e1996]	3731	self.Bind(wx.EVT_KILL_FOCUS, self._silent_kill_focus
	3732	if kill_focus_callback is None else kill_focus_callback)
	3733	self.Bind(wx.EVT_TEXT_ENTER, parent._onparamEnter
	3734	if text_enter_callback is None else text_enter_callback)
[373d4ee]	3735	if not ON_MAC:
[c8e1996]	3736	self.Bind(wx.EVT_LEFT_UP, self._highlight_text
	3737	if mouse_up_callback is None else mouse_up_callback)
[373d4ee]	3738
	3739	def _on_set_focus(self, event):
	3740	"""
	3741	Catch when the text control is set in focus to highlight the whole
	3742	text if necessary
	3743
	3744	:param event: mouse event
	3745
	3746	"""
	3747	event.Skip()
	3748	self.full_selection = True
	3749	return self._on_set_focus_callback(event)
	3750
	3751	def _highlight_text(self, event):
	3752	"""
	3753	Highlight text of a TextCtrl only of no text has be selected
	3754
	3755	:param event: mouse event
	3756
	3757	"""
	3758	# Make sure the mouse event is available to other listeners
	3759	event.Skip()
	3760	control = event.GetEventObject()
	3761	if self.full_selection:
	3762	self.full_selection = False
	3763	# Check that we have a TextCtrl
	3764	if issubclass(control.__class__, wx.TextCtrl):
	3765	# Check whether text has been selected,
	3766	# if not, select the whole string
	3767	(start, end) = control.GetSelection()
	3768	if start == end:
	3769	control.SetSelection(-1, -1)
	3770
	3771	def _silent_kill_focus(self, event):
	3772	"""
	3773	Save the state of the page
	3774	"""
	3775
	3776	event.Skip()
[c8e1996]	3777	# pass

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SasView

source: sasview/src/sas/sasgui/perspectives/fitting/basepage.py @ c08756f

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