simfitpage.py @ 60a4e71

Last change on this file since 60a4e71 was fa81e94, checked in by Piotr Rozyczko <rozyczko@…>, 7 years ago
Initial commit of the P(r) inversion perspective. Code merged from Jeff Krzywon's ESS_GUI_Pr branch. Also, minor 2to3 mods to sascalc/sasgui to enble error free setup.
Property mode set to `100755`
File size: 42.6 KB

Rev	Line
[959eb01]	1	"""
[a9f9ca4]	2	Simultaneous or Batch fit page
[959eb01]	3	"""
[69363c7]	4	# Note that this is used for both Simultaneous/Constrained fit AND for
[a9f9ca4]	5	# combined batch fit. This is done through setting of the batch_on parameter.
[69363c7]	6	# There are the a half dozen or so places where an if statement is used as in
[a9f9ca4]	7	# if not batch_on:
	8	# xxxx
	9	# else:
	10	# xxxx
	11	# This is just wrong but dont have time to fix this go. Proper approach would be
	12	# to strip all parts of the code that depend on batch_on and create the top
[69363c7]	13	# level class from which a contrained/simultaneous fit page and a combined
[a9f9ca4]	14	# batch page inherit.
	15	#
	16	# 04/09/2017 --PDB
	17
[959eb01]	18	import sys
	19	from collections import namedtuple
	20
	21	import wx
	22	import wx.lib.newevent
	23	from wx.lib.scrolledpanel import ScrolledPanel
	24
[00f7ff1]	25	from sas.sascalc.fit.pagestate import SimFitPageState
[959eb01]	26	from sas.sasgui.guiframe.events import StatusEvent, PanelOnFocusEvent
	27	from sas.sasgui.guiframe.panel_base import PanelBase
	28	from sas.sasgui.guiframe.utils import IdList
	29	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
	30
	31	# Control panel width
	32	if sys.platform.count("darwin") == 0:
	33	PANEL_WID = 420
	34	FONT_VARIANT = 0
	35	else:
	36	PANEL_WID = 490
	37	FONT_VARIANT = 1
	38
	39
	40	# Each constraint requires five widgets and sizer. Package them in
	41	# a named tuple for easy access.
	42	ConstraintLine = namedtuple('ConstraintLine',
	43	'model_cbox param_cbox egal_txt constraint btRemove sizer')
	44
	45
	46	def get_fittableParam(model):
	47	"""
	48	return list of fittable parameters from a model
	49
	50	:param model: the model used
	51
	52	"""
	53	fittable_param = []
	54	for item in model.getParamList():
	55	if not item in model.getDispParamList():
	56	if not item in model.non_fittable:
	57	fittable_param.append(item)
	58
	59	for item in model.fixed:
	60	fittable_param.append(item)
	61
	62	return fittable_param
	63
	64	class SimultaneousFitPage(ScrolledPanel, PanelBase):
	65	"""
	66	Simultaneous fitting panel
	67	All that needs to be defined are the
	68	two data members window_name and window_caption
	69	"""
	70	# Internal name for the AUI manager
	71	window_name = "Simultaneous Fit Page"
	72	# Title to appear on top of the window
	73	window_caption = "Simultaneous Fit Page"
	74	ID_DOC = wx.NewId()
	75	ID_SET_ALL = wx.NewId()
	76	ID_FIT = wx.NewId()
	77	ID_ADD = wx.NewId()
	78	_id_pool = IdList()
	79
	80	def __init__(self, parent, page_finder={}, id=wx.ID_ANY, batch_on=False,
	81	args, *kwargs):
	82	ScrolledPanel.__init__(self, parent, id=id,
	83	style=wx.FULL_REPAINT_ON_RESIZE,
	84	args, *kwargs)
	85	PanelBase.__init__(self, parent)
	86	"""
	87	Simultaneous page display
	88	"""
	89	self._ids = iter(self._id_pool)
	90	self.SetupScrolling()
	91	# Font size
	92	self.SetWindowVariant(variant=FONT_VARIANT)
	93	self.uid = wx.NewId()
	94	self.parent = parent
	95	self.batch_on = batch_on
	96	# store page_finder
	97	self.page_finder = page_finder
	98	# list containing info to set constraint
	99	# look like self.constraint_dict[page_id]= page
	100	self.constraint_dict = {}
	101	# item list
	102	# self.constraints_list=[combobox1, combobox2,=,textcrtl, button ]
	103	self.constraints_list = []
	104	# list of current model
	105	self.model_list = []
	106	# selected model to fit
	107	self.model_to_fit = []
	108	# Control the fit state
	109	self.fit_started = False
	110	# number of constraint
	111	self.nb_constraint = 0
	112	self.state = SimFitPageState()
	113	self.model_cbox_left = None
	114	self.model_cbox_right = None
	115	# draw page
	116	self.define_page_structure()
	117	self.draw_page()
	118	self._set_save_flag(False)
	119
	120	def define_page_structure(self):
	121	"""
	122	Create empty sizers, their hierarchy and set the sizer for the panel
	123	"""
	124	self.vbox = wx.BoxSizer(wx.VERTICAL)
	125	self.data_selection_sizer = wx.BoxSizer(wx.VERTICAL)
	126	self.constraints_sizer = wx.BoxSizer(wx.VERTICAL)
	127	self.run_fit_sizer = wx.BoxSizer(wx.VERTICAL)
	128
	129	self.data_selection_sizer.SetMinSize((PANEL_WID, -1))
	130	self.constraints_sizer.SetMinSize((PANEL_WID, -1))
	131	self.run_fit_sizer.SetMinSize((PANEL_WID, -1))
	132	self.vbox.Add(self.data_selection_sizer)
	133	self.vbox.Add(self.constraints_sizer)
	134	self.vbox.Add(self.run_fit_sizer)
	135	self.SetSizer(self.vbox)
	136	self.Centre()
	137
	138	def set_state(self):
	139	"""
	140	Define a set of state parameters for saving simultaneous fits.
	141	"""
	142	self._set_constraint()
	143	self.state.fit_page_no = self.uid
	144	self.state.select_all = self.cb1.GetValue()
	145	self.state.model_list = self.model_list
	146	self.state.model_to_fit = self.model_to_fit
	147	self.state.no_constraint = self.nb_constraint
	148	self.state.constraint_dict = self.constraint_dict
	149	self.state.constraints_list = self.constraints_list
	150	return self.get_state()
	151
	152	def get_state(self):
	153	"""
	154	Return the state of the current page
	155	:return: self.state
	156	"""
	157	return self.state
	158
[00f7ff1]	159	def load_from_save_state(self, sim_state):
	160	"""
	161	Load in a simultaneous/constrained fit from a save state
	162	:param fit: Fitpanel object
	163	:return: None
	164	"""
[0315b63]	165	init_map = {}
	166	final_map = {}
[00f7ff1]	167	# Process each model and associate old M# with new M#
	168	i = 0
	169	for model in self.model_list:
[fa81e94]	170	model_id = self._format_id(list(model[1].keys())[0])
[00f7ff1]	171	for saved_model in sim_state.model_list:
	172	save_id = saved_model.pop('name')
	173	saved_model['name'] = save_id
	174	save_id = self._format_id(save_id)
	175	if save_id == model_id:
[0315b63]	176	inter_id = str(i)*5
	177	init_map[saved_model.pop('fit_page_source')] = inter_id
	178	final_map[inter_id] = model[3].name
	179	check = bool(saved_model.pop('checked'))
	180	self.model_list[i][0].SetValue(check)
[00f7ff1]	181	break
	182	i += 1
	183
	184	self.check_model_name(None)
	185
	186	if len(sim_state.constraints_list) > 0:
	187	self.hide_constraint.SetValue(False)
	188	self.show_constraint.SetValue(True)
	189	self._display_constraint(None)
	190
	191	for index, item in enumerate(sim_state.constraints_list):
	192	model_cbox = item.pop('model_cbox')
	193	if model_cbox != "":
	194	constraint_value = item.pop('constraint')
	195	param = item.pop('param_cbox')
	196	equality = item.pop('egal_txt')
[fa81e94]	197	for key, value in list(init_map.items()):
[24d9e84]	198	model_cbox = model_cbox.replace(key, value)
	199	constraint_value = constraint_value.replace(key, value)
[fa81e94]	200	for key, value in list(final_map.items()):
[24d9e84]	201	model_cbox = model_cbox.replace(key, value)
	202	constraint_value = constraint_value.replace(key, value)
[00f7ff1]	203
	204	self.constraints_list[index][0].SetValue(model_cbox)
	205	self._on_select_model(None)
	206	self.constraints_list[index][1].SetValue(param)
	207	self.constraints_list[index][2].SetLabel(equality)
	208	self.constraints_list[index][3].SetValue(constraint_value)
	209	self._on_add_constraint(None)
	210	self._manager.sim_page = self
	211
	212	def _format_id(self, original_id):
	213	original_id = original_id.rstrip('1234567890.')
	214	new_id_list = original_id.split()
	215	new_id = ' '.join(new_id_list)
	216	return new_id
	217
	218
	219
[959eb01]	220	def draw_page(self):
	221	"""
	222	Construct the Simultaneous/Constrained fit page. fills the first
[00f7ff1]	223	region (sizer1) with the list of available fit page pairs of data
[959eb01]	224	and models. Then fills sizer2 with the checkbox for adding
	225	constraints, and finally fills sizer3 with the fit button and
	226	instructions.
	227	"""
	228
	229	# create blank list of constraints
	230	self.model_list = []
	231	self.model_to_fit = []
	232	self.constraints_list = []
	233	self.constraint_dict = {}
	234	self.nb_constraint = 0
	235	self.model_cbox_left = None
	236	self.model_cbox_right = None
	237
	238	if len(self.model_list) > 0:
	239	for item in self.model_list:
	240	item[0].SetValue(False)
	241	self.manager.schedule_for_fit(value=0, uid=item[2])
	242
	243	#-------------------------------------------------------
	244	# setup sizer1 (which fitpages to include)
	245	self.data_selection_sizer.Clear(True)
	246	box_description = wx.StaticBox(self, wx.ID_ANY, "Fit Combinations")
	247	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	248	sizer_title = wx.BoxSizer(wx.HORIZONTAL)
	249	sizer_couples = wx.GridBagSizer(5, 5)
	250
	251	# The wx GUI has a flag to enable a menu item, but can still be
	252	# reached via scripting. There is no guearantee future GUI
	253	# implementations force this check, either.
	254	# IMHO, this if statement should stay -- JRK 2016-OCT-05
	255	if len(self.page_finder) == 0:
	256	msg = " No fit combinations are found! \n\n"
	257	msg += " Please load data and set up "
	258	msg += "at least one fit panels first..."
	259	sizer_title.Add(wx.StaticText(self, wx.ID_ANY, msg))
	260	else:
	261	# store model
	262	self._store_model()
	263
	264	self.cb1 = wx.CheckBox(self, wx.ID_ANY, 'Select all')
	265	self.cb1.SetValue(False)
	266	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.check_all_model_name)
	267
	268	sizer_title.Add((10, 10), 0,
	269	wx.TOP \| wx.BOTTOM \| wx.EXPAND \| wx.ADJUST_MINSIZE, border=5)
	270	sizer_title.Add(self.cb1, 0,
	271	wx.TOP \| wx.BOTTOM \| wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE,
	272	border=5)
	273
	274	# draw list of model and data names
	275	self._fill_sizer_model_list(sizer_couples)
	276
	277	boxsizer1.Add(sizer_title, flag=wx.TOP \| wx.BOTTOM, border=5)
	278	boxsizer1.Add(sizer_couples, 1, flag=wx.TOP \| wx.BOTTOM, border=5)
	279	self.data_selection_sizer.Add(boxsizer1, 1, wx.EXPAND \| wx.ALL, 10)
	280	# self.sizer1.Layout()
	281
	282	#--------------------------------------------------------
	283	# set up the other 2 sizers: the constraints list and the
	284	# buttons (fit, help etc) sizer at the bottom of the page.
	285	# Note: the if statement should be removed along with the above
	286	# if statement as soon as it can be properly tested.
	287	# Nov. 22 2015 --PDB
	288	# As above, this page can be accessed through other means than the
	289	# base SasView GUI.
	290	# Oct. 5, 2016 --JRK
	291	if len(self.page_finder) > 0:
	292	# draw the sizer containing constraint info
	293	if not self.batch_on:
	294	self._fill_sizer_constraint()
	295	# draw fit button sizer
	296	self._fill_sizer_fit()
	297
	298	def _fill_sizer_model_list(self, sizer):
	299	"""
	300	Receive a dictionary containing information to display model name
	301	"""
	302	ix = 0
	303	iy = 0
	304	sizer.Clear(True)
	305
	306	new_name = wx.StaticText(self, wx.ID_ANY, ' Model Title ',
	307	style=wx.ALIGN_CENTER)
	308	new_name.SetBackgroundColour('orange')
	309	new_name.SetForegroundColour(wx.WHITE)
	310	sizer.Add(new_name, (iy, ix), (1, 1),
	311	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	312	ix += 2
	313	model_type = wx.StaticText(self, wx.ID_ANY, ' Model ')
	314	model_type.SetBackgroundColour('grey')
	315	model_type.SetForegroundColour(wx.WHITE)
	316	sizer.Add(model_type, (iy, ix), (1, 1),
	317	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	318	ix += 1
	319	data_used = wx.StaticText(self, wx.ID_ANY, ' Data ')
	320	data_used.SetBackgroundColour('grey')
	321	data_used.SetForegroundColour(wx.WHITE)
	322	sizer.Add(data_used, (iy, ix), (1, 1),
	323	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	324	ix += 1
	325	tab_used = wx.StaticText(self, wx.ID_ANY, ' FitPage ')
	326	tab_used.SetBackgroundColour('grey')
	327	tab_used.SetForegroundColour(wx.WHITE)
	328	sizer.Add(tab_used, (iy, ix), (1, 1),
	329	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[fa81e94]	330	for id, value in self.page_finder.items():
[959eb01]	331	if id not in self.parent.opened_pages:
	332	continue
	333
	334	if self.batch_on != self.parent.get_page_by_id(id).batch_on:
	335	continue
	336
	337	data_list = []
	338	model_list = []
	339	# get data name and model objetta
	340	for fitproblem in value.get_fit_problem():
	341
	342	data = fitproblem.get_fit_data()
	343	if not data.is_data:
	344	continue
	345	name = '-'
	346	if data is not None and data.is_data:
	347	name = str(data.name)
	348	data_list.append(name)
	349
	350	model = fitproblem.get_model()
	351	if model is None:
	352	continue
	353	model_list.append(model)
	354
	355	if len(model_list) == 0:
	356	continue
	357	# Draw sizer
	358	ix = 0
	359	iy += 1
	360	model = model_list[0]
	361	name = '_'
	362	if model is not None:
	363	name = str(model.name)
	364	cb = wx.CheckBox(self, wx.ID_ANY, name)
	365	cb.SetValue(False)
	366	cb.Enable(model is not None and data.is_data)
	367	sizer.Add(cb, (iy, ix), (1, 1),
	368	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	369	wx.EVT_CHECKBOX(self, cb.GetId(), self.check_model_name)
	370	ix += 2
	371	model_type = wx.StaticText(self, wx.ID_ANY,
	372	model.__class__.__name__)
	373	sizer.Add(model_type, (iy, ix), (1, 1),
	374	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	375	if self.batch_on:
	376	data_used = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
	377	data_used.AppendItems(data_list)
	378	data_used.SetSelection(0)
	379	else:
	380	data_used = wx.StaticText(self, wx.ID_ANY, data_list[0])
	381
	382	ix += 1
	383	sizer.Add(data_used, (iy, ix), (1, 1),
	384	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	385	ix += 1
	386	caption = value.get_fit_tab_caption()
	387	tab_caption_used = wx.StaticText(self, wx.ID_ANY, str(caption))
	388	sizer.Add(tab_caption_used, (iy, ix), (1, 1),
	389	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	390
	391	self.model_list.append([cb, value, id, model])
	392
	393	iy += 1
	394	sizer.Add((20, 20), (iy, ix), (1, 1),
	395	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	396
	397	def _fill_sizer_constraint(self):
	398	"""
	399	Fill sizer containing constraint info
	400	"""
	401	msg = "Select at least 1 model to add constraint "
	402	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	403
	404	self.constraints_sizer.Clear(True)
	405	if self.batch_on:
	406	if self.constraints_sizer.IsShown():
	407	self.constraints_sizer.Show(False)
	408	return
	409	box_description = wx.StaticBox(self, wx.ID_ANY, "Fit Constraints")
	410	box_sizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	411	sizer_title = wx.BoxSizer(wx.HORIZONTAL)
	412	self.sizer_all_constraints = wx.BoxSizer(wx.HORIZONTAL)
	413	self.sizer_constraints = wx.BoxSizer(wx.VERTICAL)
	414	sizer_button = wx.BoxSizer(wx.HORIZONTAL)
	415
	416	self.hide_constraint = wx.RadioButton(self, wx.ID_ANY, 'No', (10, 10),
	417	style=wx.RB_GROUP)
	418	self.show_constraint = wx.RadioButton(self, wx.ID_ANY, 'Yes', (10, 30))
	419	self.Bind(wx.EVT_RADIOBUTTON, self._display_constraint,
	420	id=self.hide_constraint.GetId())
	421	self.Bind(wx.EVT_RADIOBUTTON, self._display_constraint,
	422	id=self.show_constraint.GetId())
	423	if self.batch_on:
	424	self.hide_constraint.Enable(False)
	425	self.show_constraint.Enable(False)
	426	self.hide_constraint.SetValue(True)
	427	self.show_constraint.SetValue(False)
	428
	429	sizer_title.Add(wx.StaticText(self, wx.ID_ANY, " Model"))
	430	sizer_title.Add((10, 10))
	431	sizer_title.Add(wx.StaticText(self, wx.ID_ANY, " Parameter"))
	432	sizer_title.Add((10, 10))
	433	sizer_title.Add(wx.StaticText(self, wx.ID_ANY, " Add Constraint?"))
	434	sizer_title.Add((10, 10))
	435	sizer_title.Add(self.show_constraint)
	436	sizer_title.Add(self.hide_constraint)
	437	sizer_title.Add((10, 10))
	438
	439	self.btAdd = wx.Button(self, self.ID_ADD, 'Add')
	440	self.btAdd.Bind(wx.EVT_BUTTON, self._on_add_constraint,
	441	id=self.btAdd.GetId())
	442	self.btAdd.SetToolTipString("Add another constraint?")
	443	self.btAdd.Hide()
	444
	445	text_hint = wx.StaticText(self, wx.ID_ANY,
	446	"Example: [M0][parameter] = M1.parameter")
	447	sizer_button.Add(text_hint, 0,
	448	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 10)
	449	sizer_button.Add(self.btAdd, 0,
	450	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 10)
	451
	452	box_sizer1.Add(sizer_title, flag=wx.TOP \| wx.BOTTOM, border=10)
	453	box_sizer1.Add(self.sizer_all_constraints, flag=wx.TOP \| wx.BOTTOM,
	454	border=10)
	455	box_sizer1.Add(self.sizer_constraints, flag=wx.TOP \| wx.BOTTOM,
	456	border=10)
	457	box_sizer1.Add(sizer_button, flag=wx.TOP \| wx.BOTTOM, border=10)
	458
	459	self.constraints_sizer.Add(box_sizer1, 0, wx.EXPAND \| wx.ALL, 10)
	460
	461	def _fill_sizer_fit(self):
	462	"""
	463	Draw fit button
	464	"""
	465	self.run_fit_sizer.Clear(True)
	466	box_description = wx.StaticBox(self, wx.ID_ANY, "Fit ")
	467	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
	468	sizer_button = wx.BoxSizer(wx.HORIZONTAL)
	469
	470	# Fit button
	471	self.btFit = wx.Button(self, self.ID_FIT, 'Fit', size=wx.DefaultSize)
	472	self.btFit.Bind(wx.EVT_BUTTON, self.on_fit, id=self.btFit.GetId())
	473	self.btFit.SetToolTipString("Perform fit.")
	474
	475	# General Help button
	476	self.btHelp = wx.Button(self, wx.ID_HELP, 'HELP')
[a9f9ca4]	477	if self.batch_on:
	478	self.btHelp.SetToolTipString("Combined Batch Fitting help.")
	479	else:
	480	self.btHelp.SetToolTipString("Simultaneous/Constrained Fitting help.")
[959eb01]	481	self.btHelp.Bind(wx.EVT_BUTTON, self._on_help)
	482
	483	# hint text on button line
	484	if self.batch_on:
	485	text = " Fit in Parallel all Data sets\n"
	486	text += "and model selected."
	487	else:
	488	text = " At least one set of model and data\n"
	489	text += " must be selected for fitting."
	490	text_hint = wx.StaticText(self, wx.ID_ANY, text)
	491
	492	sizer_button.Add(text_hint)
	493	sizer_button.Add(self.btFit, 0, wx.LEFT \| wx.ADJUST_MINSIZE, 10)
	494	sizer_button.Add(self.btHelp, 0, wx.LEFT \| wx.ADJUST_MINSIZE, 10)
	495
	496	boxsizer1.Add(sizer_button, flag=wx.TOP \| wx.BOTTOM, border=10)
	497	self.run_fit_sizer.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
	498
	499	def on_remove(self, event):
	500	"""
	501	Remove constraint fields
	502	"""
	503	if len(self.constraints_list) == 1:
	504	self.hide_constraint.SetValue(True)
	505	self._hide_constraint()
	506	return
	507	if len(self.constraints_list) == 0:
	508	return
	509	wx.CallAfter(self._remove_after, event.GetId())
	510	# self._onAdd_constraint(None)
	511
	512	def _remove_after(self, id):
	513	for item in self.constraints_list:
	514	if id == item.btRemove.GetId():
	515	self.sizer_constraints.Hide(item.sizer)
	516	item.sizer.Clear(True)
	517	self.sizer_constraints.Remove(item.sizer)
	518	self.constraints_list.remove(item)
	519	self.nb_constraint -= 1
	520	self.constraints_sizer.Layout()
	521	self.FitInside()
	522	break
	523
	524	def on_fit(self, event):
	525	"""
	526	signal for fitting
	527
	528	"""
	529	if self.fit_started:
	530	self._stop_fit()
	531	self.fit_started = False
	532	return
	533
	534	flag = False
	535	# check if the current page a simultaneous fit page or a batch page
	536	if self == self._manager.sim_page:
	537	flag = (self._manager.sim_page.uid == self.uid)
	538
	539	# making sure all parameters content a constraint
	540	if not self.batch_on and self.show_constraint.GetValue():
	541	if not self._set_constraint():
	542	return
	543	# model was actually selected from this page to be fit
	544	if len(self.model_to_fit) >= 1:
	545	self.manager._reset_schedule_problem(value=0)
	546	for item in self.model_list:
	547	if item[0].GetValue():
	548	self.manager.schedule_for_fit(value=1, uid=item[2])
	549	try:
	550	self.fit_started = True
	551	wx.CallAfter(self.set_fitbutton)
	552	if not self.manager.onFit(uid=self.uid):
	553	return
	554	except:
	555	msg = "Select at least one parameter to fit in the FitPages."
	556	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	557	else:
	558	msg = "Select at least one model check box to fit "
	559	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	560	self.set_state()
	561
	562	def _on_fit_complete(self):
	563	"""
	564	Set the completion flag and display the updated fit button label.
	565	"""
	566	self.fit_started = False
	567	self.set_fitbutton()
	568
	569	def _stop_fit(self, event=None):
	570	"""
	571	Attempt to stop the fitting thread
	572
	573	:param event: Event handler when stop fit is clicked
	574	"""
	575	if event is not None:
	576	event.Skip()
	577	self.manager.stop_fit(self.uid)
	578	self.manager._reset_schedule_problem(value=0)
	579	self._on_fit_complete()
	580
	581	def set_fitbutton(self):
	582	"""
	583	Set fit button label depending on the fit_started
	584	"""
	585	label = "Stop" if self.fit_started else "Fit"
	586	color = "red" if self.fit_started else "black"
	587
	588	self.btFit.SetLabel(label)
	589	self.btFit.SetForegroundColour(color)
	590	self.btFit.Enable(True)
	591
	592	def _on_help(self, event):
	593	"""
	594	Bring up the simultaneous Fitting Documentation whenever the HELP
	595	button is clicked.
	596
	597	Calls DocumentationWindow with the path of the location within the
	598	documentation tree (after /doc/ ....". Note that when using old
	599	versions of Wx (before 2.9) and thus not the release version of
	600	installers, the help comes up at the top level of the file as
	601	web browser does not pass anything past the # to the browser when it is
	602	running "file:///...."
	603
	604	:param event: Triggers on clicking the help button
	605	"""
	606	_TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
[9b5e70c]	607	if not self.batch_on:
	608	_PageAnchor = "#simultaneous-fit-mode"
[a9f9ca4]	609	_doc_viewer = DocumentationWindow(self, self.ID_DOC, _TreeLocation,
[959eb01]	610	_PageAnchor,
	611	"Simultaneous/Constrained Fitting Help")
[9b5e70c]	612	else:
	613	_PageAnchor = "#combined-batch-fit-mode"
[a9f9ca4]	614	_doc_viewer = DocumentationWindow(self, self.ID_DOC, _TreeLocation,
[959eb01]	615	_PageAnchor,
[a9f9ca4]	616	"Combined Batch Fit Help")
[959eb01]	617
	618	def set_manager(self, manager):
	619	"""
	620	set panel manager
	621
	622	:param manager: instance of plugin fitting
	623	"""
	624	self.manager = manager
	625
	626	def check_all_model_name(self, event=None):
	627	"""
	628	check all models names
	629	"""
	630	self.model_to_fit = []
	631	if self.cb1.GetValue():
	632	for item in self.model_list:
	633	if item[0].IsEnabled():
	634	item[0].SetValue(True)
	635	self.model_to_fit.append(item)
	636
	637	# constraint info
	638	self._store_model()
	639	if not self.batch_on:
	640	# display constraint fields
	641	if (self.show_constraint.GetValue() and
	642	len(self.constraints_list) == 0):
	643	self._show_all_constraint()
	644	self._show_constraint()
	645	else:
	646	for item in self.model_list:
	647	item[0].SetValue(False)
	648
	649	if not self.batch_on:
	650	# constraint info
	651	self._hide_constraint()
	652
	653	self._update_easy_setup_cb()
	654	self.FitInside()
	655
	656	def check_model_name(self, event):
	657	"""
	658	Save information related to checkbox and their states
	659	"""
	660	self.model_to_fit = []
	661	for item in self.model_list:
	662	if item[0].GetValue():
	663	self.model_to_fit.append(item)
	664	else:
	665	if item in self.model_to_fit:
	666	self.model_to_fit.remove(item)
	667	self.cb1.SetValue(False)
	668
	669	# display constraint fields
	670	if len(self.model_to_fit) >= 1:
	671	self._store_model()
	672	if not self.batch_on and self.show_constraint.GetValue() and\
	673	len(self.constraints_list) == 0:
	674	self._show_all_constraint()
	675	self._show_constraint()
	676
	677	elif len(self.model_to_fit) < 1:
	678	# constraint info
	679	self._hide_constraint()
	680
	681	self._update_easy_setup_cb()
	682	# set the value of the main check button
	683	if len(self.model_list) == len(self.model_to_fit):
	684	self.cb1.SetValue(True)
	685	self.FitInside()
	686	return
	687	else:
	688	self.cb1.SetValue(False)
	689	self.FitInside()
	690
	691	def _update_easy_setup_cb(self):
	692	"""
	693	Update easy setup combobox on selecting a model
	694	"""
	695	if self.model_cbox_left is None or self.model_cbox_right is None:
	696	return
	697
	698	models = [(item[3].name, item[3]) for item in self.model_to_fit]
	699	setComboBoxItems(self.model_cbox_left, models)
	700	setComboBoxItems(self.model_cbox_right, models)
	701	for item in self.constraints_list:
	702	setComboBoxItems(item[0], models)
	703	if self.model_cbox_left.GetSelection() == wx.NOT_FOUND:
	704	self.model_cbox_left.SetSelection(0)
	705	self.constraints_sizer.Layout()
	706
	707	def _store_model(self):
	708	"""
	709	Store selected model
	710	"""
	711	if len(self.model_to_fit) < 1:
	712	return
	713	for item in self.model_to_fit:
	714	model = item[3]
	715	page_id = item[2]
	716	self.constraint_dict[page_id] = model
	717
	718	def _display_constraint(self, event):
	719	"""
	720	Show fields to add constraint
	721	"""
	722	if len(self.model_to_fit) < 1:
	723	msg = "Select at least 1 model to add constraint "
	724	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	725	# hide button
	726	self._hide_constraint()
	727	return
	728	if self.show_constraint.GetValue():
	729	self._show_all_constraint()
	730	self._show_constraint()
	731	self.FitInside()
	732	return
	733	else:
	734	self._hide_constraint()
	735	return
	736
	737	def _show_all_constraint(self):
	738	"""
	739	Show constraint fields
	740	"""
	741	box_description = wx.StaticBox(self, wx.ID_ANY, "Easy Setup ")
	742	box_sizer = wx.StaticBoxSizer(box_description, wx.HORIZONTAL)
	743	sizer_constraint = wx.BoxSizer(wx.HORIZONTAL)
	744	self.model_cbox_left = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
	745	self.model_cbox_left.Clear()
	746	self.model_cbox_right = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
	747	self.model_cbox_right.Clear()
	748	wx.EVT_COMBOBOX(self.model_cbox_left, wx.ID_ANY, self._on_select_modelcb)
	749	wx.EVT_COMBOBOX(self.model_cbox_right, wx.ID_ANY, self._on_select_modelcb)
	750	egal_txt = wx.StaticText(self, wx.ID_ANY, " = ")
	751	self.set_button = wx.Button(self, self.ID_SET_ALL, 'Set All')
	752	self.set_button.Bind(wx.EVT_BUTTON, self._on_set_all_equal,
	753	id=self.set_button.GetId())
	754	set_tip = "Add constraints for all the adjustable parameters "
	755	set_tip += "(checked in FitPages) if exist."
	756	self.set_button.SetToolTipString(set_tip)
	757	self.set_button.Disable()
	758
[fa81e94]	759	for id, model in self.constraint_dict.items():
[959eb01]	760	# check if all parameters have been selected for constraint
	761	# then do not allow add constraint on parameters
	762	self.model_cbox_left.Append(str(model.name), model)
	763	self.model_cbox_left.Select(0)
[fa81e94]	764	for id, model in self.constraint_dict.items():
[959eb01]	765	# check if all parameters have been selected for constraint
	766	# then do not allow add constraint on parameters
	767	self.model_cbox_right.Append(str(model.name), model)
	768	box_sizer.Add(self.model_cbox_left,
	769	flag=wx.RIGHT \| wx.EXPAND, border=10)
	770	# box_sizer.Add(wx.StaticText(self, wx.ID_ANY, ".parameters"),
	771	# flag=wx.RIGHT \| wx.EXPAND, border=5)
	772	box_sizer.Add(egal_txt, flag=wx.RIGHT \| wx.EXPAND, border=5)
	773	box_sizer.Add(self.model_cbox_right,
	774	flag=wx.RIGHT \| wx.EXPAND, border=10)
	775	# box_sizer.Add(wx.StaticText(self, wx.ID_ANY, ".parameters"),
	776	# flag=wx.RIGHT \| wx.EXPAND, border=5)
	777	box_sizer.Add((20, -1))
	778	box_sizer.Add(self.set_button, flag=wx.RIGHT \| wx.EXPAND, border=5)
	779	sizer_constraint.Add(box_sizer, flag=wx.RIGHT \| wx.EXPAND, border=5)
	780	self.sizer_all_constraints.Insert(before=0,
	781	item=sizer_constraint,
	782	flag=wx.TOP \| wx.BOTTOM \| wx.EXPAND, border=5)
	783	self.FitInside()
	784
	785	def _on_select_modelcb(self, event):
	786	"""
	787	On select model left or right combobox
	788	"""
	789	event.Skip()
	790	flag = True
	791	if self.model_cbox_left.GetValue().strip() == '':
	792	flag = False
	793	if self.model_cbox_right.GetValue().strip() == '':
	794	flag = False
	795	if (self.model_cbox_left.GetValue() ==
	796	self.model_cbox_right.GetValue()):
	797	flag = False
	798	self.set_button.Enable(flag)
	799
	800	def _on_set_all_equal(self, event):
	801	"""
	802	On set button
	803	"""
	804	event.Skip()
	805	length = len(self.constraints_list)
	806	if length < 1:
	807	return
	808	param_list = []
	809	param_list_b = []
	810	selection = self.model_cbox_left.GetCurrentSelection()
	811	model_left = self.model_cbox_left.GetValue()
	812	model = self.model_cbox_left.GetClientData(selection)
	813	selection_b = self.model_cbox_right.GetCurrentSelection()
	814	model_right = self.model_cbox_right.GetValue()
	815	model_b = self.model_cbox_right.GetClientData(selection_b)
[fa81e94]	816	for id, dic_model in self.constraint_dict.items():
[959eb01]	817	if model == dic_model:
	818	param_list = self.page_finder[id].get_param2fit()
	819	if model_b == dic_model:
	820	param_list_b = self.page_finder[id].get_param2fit()
	821	if len(param_list) > 0 and len(param_list_b) > 0:
	822	break
	823	num_cbox = 0
	824	has_param = False
	825	for param in param_list:
	826	num_cbox += 1
	827	if param in param_list_b:
	828	item = self.constraints_list[-1]
	829	item.model_cbox.SetStringSelection(model_left)
	830	self._on_select_model(None)
	831	item.param_cbox.Clear()
	832	item.param_cbox.Append(str(param), model)
	833	item.param_cbox.SetStringSelection(str(param))
	834	item.constraint.SetValue(str(model_right + "." + str(param)))
	835	has_param = True
	836	if num_cbox == (len(param_list) + 1):
	837	break
	838	self._show_constraint()
	839
	840	self.FitInside()
	841	if not has_param:
	842	msg = " There is no adjustable parameter (checked to fit)"
	843	msg += " either one of the models."
	844	wx.PostEvent(self.parent.parent, StatusEvent(info="warning",
	845	status=msg))
	846	else:
	847	msg = " The constraints are added."
	848	wx.PostEvent(self.parent.parent, StatusEvent(info="info",
	849	status=msg))
	850
	851	def _show_constraint(self):
	852	"""
	853	Show constraint fields
	854	:param dict: dictionary mapping constraint values
	855	"""
	856	self.btAdd.Show(True)
	857	if len(self.constraints_list) != 0:
	858	nb_fit_param = 0
[fa81e94]	859	for id, model in self.constraint_dict.items():
[959eb01]	860	nb_fit_param += len(self.page_finder[id].get_param2fit())
	861	# Don't add anymore
	862	if len(self.constraints_list) == nb_fit_param:
	863	msg = "Cannot add another constraint. Maximum of number "
	864	msg += "Parameters name reached %s" % str(nb_fit_param)
	865	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	866	self.sizer_constraints.Layout()
	867	self.constraints_sizer.Layout()
	868	return
	869	if len(self.model_to_fit) < 1:
	870	msg = "Select at least 1 model to add constraint "
	871	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	872	self.sizer_constraints.Layout()
	873	self.constraints_sizer.Layout()
	874	return
	875
	876	sizer_constraint = wx.BoxSizer(wx.HORIZONTAL)
	877
	878	# Model list
	879	model_cbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY)
	880	model_cbox.Clear()
[fa81e94]	881	for id, model in self.constraint_dict.items():
[959eb01]	882	# check if all parameters have been selected for constraint
	883	# then do not allow add constraint on parameters
	884	model_cbox.Append(str(model.name), model)
	885	wx.EVT_COMBOBOX(model_cbox, wx.ID_ANY, self._on_select_model)
	886
	887	# Parameters in model
	888	param_cbox = wx.ComboBox(self, wx.ID_ANY, style=wx.CB_READONLY,
	889	size=(100, -1))
	890	param_cbox.Hide()
	891	wx.EVT_COMBOBOX(param_cbox, wx.ID_ANY, self._on_select_param)
	892
	893	egal_txt = wx.StaticText(self, wx.ID_ANY, " = ")
	894
	895	# Parameter constraint
	896	constraint = wx.TextCtrl(self, wx.ID_ANY)
	897
	898	# Remove button
	899	#btRemove = wx.Button(self, self.ID_REMOVE, 'Remove')
[fa81e94]	900	bt_remove = wx.Button(self, next(self._ids), 'Remove')
[959eb01]	901	bt_remove.Bind(wx.EVT_BUTTON, self.on_remove,
	902	id=bt_remove.GetId())
	903	bt_remove.SetToolTipString("Remove constraint.")
	904	bt_remove.Hide()
	905
	906	# Hid the add button, if it exists
	907	if hasattr(self, "btAdd"):
	908	self.btAdd.Hide()
	909
	910	sizer_constraint.Add((5, -1))
	911	sizer_constraint.Add(model_cbox, flag=wx.RIGHT \| wx.EXPAND, border=10)
	912	sizer_constraint.Add(param_cbox, flag=wx.RIGHT \| wx.EXPAND, border=5)
	913	sizer_constraint.Add(egal_txt, flag=wx.RIGHT \| wx.EXPAND, border=5)
	914	sizer_constraint.Add(constraint, flag=wx.RIGHT \| wx.EXPAND, border=10)
	915	sizer_constraint.Add(bt_remove, flag=wx.RIGHT \| wx.EXPAND, border=10)
	916
	917	self.sizer_constraints.Insert(before=self.nb_constraint,
	918	item=sizer_constraint, flag=wx.TOP \| wx.BOTTOM \| wx.EXPAND,
	919	border=5)
	920	c = ConstraintLine(model_cbox, param_cbox, egal_txt,
	921	constraint, bt_remove, sizer_constraint)
	922	self.constraints_list.append(c)
	923
	924	self.nb_constraint += 1
	925	self.sizer_constraints.Layout()
	926	self.constraints_sizer.Layout()
	927	self.Layout()
	928
	929	def _hide_constraint(self):
	930	"""
	931	hide buttons related constraint
	932	"""
[fa81e94]	933	for id in self.page_finder.keys():
[959eb01]	934	self.page_finder[id].clear_model_param()
	935
	936	self.nb_constraint = 0
	937	self.constraint_dict = {}
	938	if hasattr(self, "btAdd"):
	939	self.btAdd.Hide()
	940	self._store_model()
	941	if self.model_cbox_left is not None:
	942	self.model_cbox_left.Clear()
	943	self.model_cbox_left = None
	944	if self.model_cbox_right is not None:
	945	self.model_cbox_right.Clear()
	946	self.model_cbox_right = None
	947	self.constraints_list = []
	948	self.sizer_all_constraints.Clear(True)
	949	self.sizer_all_constraints.Layout()
	950	self.sizer_constraints.Clear(True)
	951	self.sizer_constraints.Layout()
	952	self.constraints_sizer.Layout()
	953	self.Layout()
	954	self.FitInside()
	955
	956	def _on_select_model(self, event):
	957	"""
	958	fill combo box with list of parameters
	959	"""
	960	if not self.constraints_list:
	961	return
	962
	963	# This way PC/MAC both work, instead of using event.GetClientData().
	964	model_cbox = self.constraints_list[-1].model_cbox
	965	n = model_cbox.GetCurrentSelection()
	966	if n == wx.NOT_FOUND:
	967	return
	968
	969	model = model_cbox.GetClientData(n)
	970	param_list = []
[fa81e94]	971	for id, dic_model in self.constraint_dict.items():
[959eb01]	972	if model == dic_model:
	973	param_list = self.page_finder[id].get_param2fit()
	974	break
	975
	976	param_cbox = self.constraints_list[-1].param_cbox
	977	param_cbox.Clear()
	978	# insert only fittable paramaters
	979	for param in param_list:
	980	param_cbox.Append(str(param), model)
	981	param_cbox.Show(True)
	982
	983	bt_remove = self.constraints_list[-1].btRemove
	984	bt_remove.Show(True)
	985	self.btAdd.Show(True)
	986	# self.Layout()
	987	self.FitInside()
	988
	989	def _on_select_param(self, event):
	990	"""
	991	Store the appropriate constraint in the page_finder
	992	"""
	993	# This way PC/MAC both work, instead of using event.GetClientData().
	994	# n = self.param_cbox.GetCurrentSelection()
	995	# model = self.param_cbox.GetClientData(n)
	996	# param = event.GetString()
	997
	998	if self.constraints_list:
	999	self.constraints_list[-1].egal_txt.Show(True)
	1000	self.constraints_list[-1].constraint.Show(True)
	1001
	1002	def _on_add_constraint(self, event):
	1003	"""
	1004	Add another line for constraint
	1005	"""
	1006	if not self.show_constraint.GetValue():
	1007	msg = " Select Yes to add Constraint "
	1008	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	1009	return
	1010	# check that a constraint is added
	1011	# before allow to add another constraint
	1012	for item in self.constraints_list:
	1013	if item.model_cbox.GetString(0) == "":
	1014	msg = " Select a model Name! "
	1015	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	1016	return
	1017	if item.param_cbox.GetString(0) == "":
	1018	msg = " Select a parameter Name! "
	1019	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	1020	return
	1021	if item.constraint.GetValue().lstrip().rstrip() == "":
	1022	model = item.param_cbox.GetClientData(
	1023	item.param_cbox.GetCurrentSelection())
	1024	if model is not None:
	1025	msg = " Enter a constraint for %s.%s! " % (model.name,
	1026	item.param_cbox.GetString(0))
	1027	else:
	1028	msg = " Enter a constraint"
	1029	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
	1030	return
	1031	# some model or parameters can be constrained
	1032	self._show_constraint()
	1033	self.FitInside()
	1034
	1035	def _set_constraint(self):
	1036	"""
	1037	get values from the constraint textcrtl ,parses them into model name
	1038	parameter name and parameters values.
	1039	store them in a list self.params .when when params is not empty
	1040	set_model uses it to reset the appropriate model
	1041	and its appropriates parameters
	1042	"""
	1043	for item in self.constraints_list:
	1044	select0 = item.model_cbox.GetSelection()
	1045	if select0 == wx.NOT_FOUND:
	1046	continue
	1047	model = item.model_cbox.GetClientData(select0)
	1048	select1 = item.param_cbox.GetSelection()
	1049	if select1 == wx.NOT_FOUND:
	1050	continue
	1051	param = item.param_cbox.GetString(select1)
	1052	constraint = item.constraint.GetValue().lstrip().rstrip()
	1053	if param.lstrip().rstrip() == "":
	1054	param = None
	1055	msg = " Constraint will be ignored!. missing parameters"
	1056	msg += " in combobox to set constraint! "
	1057	wx.PostEvent(self.parent.parent, StatusEvent(status=msg))
[fa81e94]	1058	for id, value in self.constraint_dict.items():
[959eb01]	1059	if model == value:
	1060	if constraint == "":
	1061	msg = " Constraint will be ignored!. missing value"
	1062	msg += " in textcrtl to set constraint! "
	1063	wx.PostEvent(self.parent.parent,
	1064	StatusEvent(status=msg))
	1065	constraint = None
	1066	if str(param) in self.page_finder[id].get_param2fit():
	1067	msg = " Checking constraint for parameter: %s ", param
	1068	wx.PostEvent(self.parent.parent,
	1069	StatusEvent(info="info", status=msg))
	1070	else:
	1071	model_name = item[0].GetLabel()
	1072	fitpage = self.page_finder[id].get_fit_tab_caption()
	1073	msg = "All constrainted parameters must be set "
	1074	msg += " adjustable: '%s.%s' " % (model_name, param)
	1075	msg += "is NOT checked in '%s'. " % fitpage
	1076	msg += " Please check it to fit or"
	1077	msg += " remove the line of the constraint."
	1078	wx.PostEvent(self.parent.parent,
	1079	StatusEvent(info="error", status=msg))
	1080	return False
	1081
[fa81e94]	1082	for fid in self.page_finder[id].keys():
[959eb01]	1083	# wrap in param/constraint in str() to remove unicode
	1084	self.page_finder[id].set_model_param(str(param),
	1085	str(constraint), fid=fid)
	1086	break
	1087	return True
	1088
	1089	def on_set_focus(self, event=None):
	1090	"""
	1091	The derivative class is on focus if implemented
	1092	"""
	1093	if self.parent is not None:
	1094	if self.parent.parent is not None:
	1095	wx.PostEvent(self.parent.parent, PanelOnFocusEvent(panel=self))
	1096	self.page_finder = self.parent._manager.get_page_finder()
	1097
	1098
	1099	def setComboBoxItems(cbox, items):
	1100	assert isinstance(cbox, wx.ComboBox)
	1101	selected = cbox.GetStringSelection()
	1102	cbox.Clear()
	1103	for k, (name, value) in enumerate(items):
	1104	cbox.Append(name, value)
	1105	cbox.SetStringSelection(selected)

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SasView

source: sasview/src/sas/sasgui/perspectives/fitting/simfitpage.py @ 60a4e71

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