model_editor.py @ 5a2695a

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

Last change on this file since 5a2695a was ec36e48, checked in by ajj, 9 years ago
Fixing model names for easy sum/multi
Property mode set to `100644`
File size: 59.2 KB

Line
1	'''
2	This module provides three model editor classes: the composite model editor,
3	the easy editor which provides a simple interface with tooltip help to enter
4	the parameters of the model and their default value and a panel to input a
5	function of y (usually the intensity). It also provides a drop down of
6	standard available math functions. Finally a full python editor panel for
7	complete customizatin is provided.
8
9	:TODO the writiong of the file and name checking (and maybe some other
10	funtions?) should be moved to a computational module which could be called
11	fropm a python script. Basically one just needs to pass the name,
12	description text and function text (or in the case of the composite editor
13	the names of the first and second model and the operator to be used).
14	'''
15
16	################################################################################
17	#This software was developed by the University of Tennessee as part of the
18	#Distributed Data Analysis of Neutron Scattering Experiments (DANSE)
19	#project funded by the US National Science Foundation.
20	#
21	#See the license text in license.txt
22	#
23	#copyright 2009, University of Tennessee
24	################################################################################
25	import wx
26	import sys
27	import os
28	import math
29	import re
30	from wx.py.editwindow import EditWindow
31	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
32
33
34	if sys.platform.count("win32") > 0:
35	FONT_VARIANT = 0
36	PNL_WIDTH = 450
37	PNL_HEIGHT = 320
38	else:
39	FONT_VARIANT = 1
40	PNL_WIDTH = 590
41	PNL_HEIGHT = 350
42	M_NAME = 'Model'
43	EDITOR_WIDTH = 800
44	EDITOR_HEIGTH = 735
45	PANEL_WIDTH = 500
46	_BOX_WIDTH = 55
47
48
49	def _compile_file(path):
50	"""
51	Compile the file in the path
52	"""
53	try:
54	import py_compile
55	py_compile.compile(file=path, doraise=True)
56	return ''
57	except:
58	_, value, _ = sys.exc_info()
59	return value
60
61	def _delete_file(path):
62	"""
63	Delete file in the path
64	"""
65	try:
66	os.remove(path)
67	except:
68	raise
69
70
71	class TextDialog(wx.Dialog):
72	"""
73	Dialog for easy custom composite models. Provides a wx.Dialog panel
74	to choose two existing models (including pre-existing custom models which
75	may themselves be composite models) as well as an operation on those models
76	(add or multiply) the resulting model will add a scale parameter for summed
77	models and a background parameter for a multiplied model.
78
79	The user also gives a brief help for the model in a description box and
80	must provide a unique name which is verified as unique before the new
81	model is saved.
82
83	This Dialog pops up for the user when they press 'Sum\|Multi(p1,p2)' under
84	'Edit Custom Model' under 'Fitting' menu. This is currently called as
85	a Modal Dialog.
86
87	:TODO the build in compiler currently balks at when it tries to import
88	a model whose name contains spaces or symbols (such as + ... underscore
89	should be fine). Have fixed so the editor cannot save such a file name
90	but if a file is dropped in the plugin directory from outside this class
91	will create a file that cannot be compiled. Should add the check to
92	the write method or to the on_modelx method.
93
94	- PDB:April 5, 2015
95	"""
96	def __init__(self, parent=None, base=None, id=None, title='',
97	model_list=[], plugin_dir=None):
98	"""
99	This class is run when instatiated. The __init__ initializes and
100	calls the internal methods necessary. On exiting the wx.Dialog
101	window should be destroyed.
102	"""
103	wx.Dialog.__init__(self, parent=parent, id=id,
104	title=title, size=(PNL_WIDTH, PNL_HEIGHT))
105	self.parent = base
106	#Font
107	self.SetWindowVariant(variant=FONT_VARIANT)
108	# default
109	self.overwrite_name = False
110	self.plugin_dir = plugin_dir
111	self.model_list = model_list
112	self.model1_string = "sphere"
113	self.model2_string = "cylinder"
114	self.name = 'Sum' + M_NAME
115	self.factor = 'scale_factor'
116	self._notes = ''
117	self._operator = '+'
118	self._operator_choice = None
119	self.explanation = ''
120	self.explanationctr = None
121	self.type = None
122	self.name_sizer = None
123	self.name_tcl = None
124	self.desc_sizer = None
125	self.desc_tcl = None
126	self._selection_box = None
127	self.model1 = None
128	self.model2 = None
129	self.static_line_1 = None
130	self.ok_button = None
131	self.close_button = None
132	self._msg_box = None
133	self.msg_sizer = None
134	self.fname = None
135	self.cm_list = None
136	self.is_p1_custom = False
137	self.is_p2_custom = False
138	self._build_sizer()
139	self.model1_name = str(self.model1.GetValue())
140	self.model2_name = str(self.model2.GetValue())
141	self.good_name = True
142	self.fill_oprator_combox()
143
144	def _layout_name(self):
145	"""
146	Do the layout for file/function name related widgets
147	"""
148	#container for new model name input
149	self.name_sizer = wx.BoxSizer(wx.HORIZONTAL)
150
151	#set up label and input box with tool tip and event handling
152	name_txt = wx.StaticText(self, -1, 'Function Name : ')
153	self.name_tcl = wx.TextCtrl(self, -1, value='MySumFunction')
154	self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
155	hint_name = "Unique Sum/Multiply Model Function Name."
156	self.name_tcl.SetToolTipString(hint_name)
157
158	self.name_sizer.AddMany([(name_txt, 0, wx.LEFT \| wx.TOP, 10),
159	(self.name_tcl, -1,
160	wx.EXPAND \| wx.RIGHT \| wx.TOP \| wx.BOTTOM,
161	10)])
162
163
164	def _layout_description(self):
165	"""
166	Do the layout for description related widgets
167	"""
168	#container for new model description input
169	self.desc_sizer = wx.BoxSizer(wx.HORIZONTAL)
170
171	#set up description label and input box with tool tip and event handling
172	desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
173	self.desc_tcl = wx.TextCtrl(self, -1)
174	hint_desc = "Write a short description of this model function."
175	self.desc_tcl.SetToolTipString(hint_desc)
176
177	self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT \| wx.TOP, 10),
178	(self.desc_tcl, -1,
179	wx.EXPAND \| wx.RIGHT \| wx.TOP \| wx.BOTTOM,
180	10)])
181
182
183	def _layout_model_selection(self):
184	"""
185	Do the layout for model selection related widgets
186	"""
187	box_width = 195 # combobox width
188
189	#First set up main sizer for the selection
190	selection_box_title = wx.StaticBox(self, -1, 'Select',
191	size=(PNL_WIDTH - 30, 70))
192	self._selection_box = wx.StaticBoxSizer(selection_box_title,
193	wx.VERTICAL)
194
195	#Next create the help labels for the model selection
196	select_help_box = wx.BoxSizer(wx.HORIZONTAL)
197	model_string = " Model%s (p%s):"
198	select_help_box.Add(wx.StaticText(self, -1, model_string % (1, 1)),
199	0, 0)
200	select_help_box.Add((box_width - 25, 10), 0, 0)
201	select_help_box.Add(wx.StaticText(self, -1, model_string % (2, 2)),
202	0, 0)
203	self._selection_box.Add(select_help_box, 0, 0)
204
205	#Next create the actual selection box with 3 combo boxes
206	selection_box_choose = wx.BoxSizer(wx.HORIZONTAL)
207
208	self.model1 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
209	wx.EVT_COMBOBOX(self.model1, -1, self.on_model1)
210	self.model1.SetMinSize((box_width * 5 / 6, -1))
211	self.model1.SetToolTipString("model1")
212
213	self._operator_choice = wx.ComboBox(self, -1, size=(50, -1),
214	style=wx.CB_READONLY)
215	wx.EVT_COMBOBOX(self._operator_choice, -1, self.on_select_operator)
216	operation_tip = "Add: +, Multiply: * "
217	self._operator_choice.SetToolTipString(operation_tip)
218
219	self.model2 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
220	wx.EVT_COMBOBOX(self.model2, -1, self.on_model2)
221	self.model2.SetMinSize((box_width * 5 / 6, -1))
222	self.model2.SetToolTipString("model2")
223	self._set_model_list()
224
225	selection_box_choose.Add(self.model1, 0, 0)
226	selection_box_choose.Add((15, 10))
227	selection_box_choose.Add(self._operator_choice, 0, 0)
228	selection_box_choose.Add((15, 10))
229	selection_box_choose.Add(self.model2, 0, 0)
230	# add some space between labels and selection
231	self._selection_box.Add((20, 5), 0, 0)
232	self._selection_box.Add(selection_box_choose, 0, 0)
233
234	def _build_sizer(self):
235	"""
236	Build GUI with calls to _layout_name, _layout Description
237	and _layout_model_selection which each build a their portion of the
238	GUI.
239	"""
240	mainsizer = wx.BoxSizer(wx.VERTICAL) # create main sizer for dialog
241
242	# build fromm top by calling _layout_name and _layout_description
243	# and adding to main sizer
244	self._layout_name()
245	mainsizer.Add(self.name_sizer, 0, wx.EXPAND)
246	self._layout_description()
247	mainsizer.Add(self.desc_sizer, 0, wx.EXPAND)
248
249	# Add an explanation of dialog (short help)
250	self.explanationctr = wx.StaticText(self, -1, self.explanation)
251	self.fill_explanation_helpstring(self._operator)
252	mainsizer.Add(self.explanationctr, 0, wx.LEFT \| wx.EXPAND, 15)
253
254	# Add the selection box stuff with border and labels built
255	# by _layout_model_selection
256	self._layout_model_selection()
257	mainsizer.Add(self._selection_box, 0, wx.LEFT, 15)
258
259	# Add a space and horizontal line before the notification
260	#messages and the buttons at the bottom
261	mainsizer.Add((10, 10))
262	self.static_line_1 = wx.StaticLine(self, -1)
263	mainsizer.Add(self.static_line_1, 0, wx.EXPAND, 10)
264
265	# Add action status notification line (null at startup)
266	self._msg_box = wx.StaticText(self, -1, self._notes)
267	self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)
268	self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 0)
269	mainsizer.Add(self.msg_sizer, 0,
270	wx.LEFT \| wx.RIGHT \| wx.ADJUST_MINSIZE \| wx.BOTTOM, 10)
271
272	# Finally add the buttons (apply and close) on the bottom
273	# Eventually need to add help here
274	self.ok_button = wx.Button(self, wx.ID_OK, 'Apply')
275	_app_tip = "Save the new Model."
276	self.ok_button.SetToolTipString(_app_tip)
277	self.ok_button.Bind(wx.EVT_BUTTON, self.check_name)
278	self.help_button = wx.Button(self, -1, 'HELP')
279	_app_tip = "Help on composite model creation."
280	self.help_button.SetToolTipString(_app_tip)
281	self.help_button.Bind(wx.EVT_BUTTON, self.on_help)
282	self.close_button = wx.Button(self, wx.ID_CANCEL, 'Close')
283	sizer_button = wx.BoxSizer(wx.HORIZONTAL)
284	sizer_button.AddMany([((20, 20), 1, 0),
285	(self.ok_button, 0, 0),
286	(self.help_button, 0, 0),
287	(self.close_button, 0, wx.LEFT \| wx.RIGHT, 10)])
288	mainsizer.Add(sizer_button, 0, wx.EXPAND \| wx.BOTTOM \| wx.TOP, 10)
289
290	self.SetSizer(mainsizer)
291	self.Centre()
292
293	def on_change_name(self, event=None):
294	"""
295	Change name
296	"""
297	if event is not None:
298	event.Skip()
299	self.name_tcl.SetBackgroundColour('white')
300	self.Refresh()
301
302	def check_name(self, event=None):
303	"""
304	Check that proposed new model name is a valid Python module name
305	and that it does not already exist. If not show error message and
306	pink background in text box else call on_apply
307
308	:TODO this should be separated out from the GUI code. For that we
309	need to pass it the name (or if we want to keep the default name
310	option also need to pass the self._operator attribute) We just need
311	the function to return an error code that the name is good or if
312	not why (not a valid name, name exists already). The rest of the
313	error handling should be done in this module. so on_apply would then
314	start by checking the name and then either raise errors or do the
315	deed.
316	"""
317	#Get the function/file name
318	mname = M_NAME
319	self.on_change_name(None)
320	title = self.name_tcl.GetValue().lstrip().rstrip()
321	if title == '':
322	text = self._operator
323	if text.count('+') > 0:
324	mname = 'Sum'
325	else:
326	mname = 'Multi'
327	mname += M_NAME
328	title = mname
329	self.name = title
330	t_fname = title + '.py'
331
332	#First check if the name is a valid Python name
333	if re.match('^[A-Za-z0-9_]*$', title):
334	self.good_name = True
335	else:
336	self.good_name = False
337	msg = ("%s is not a valid Python name. Only alphanumeric \n" \
338	"and underscore allowed" % self.name)
339
340	#Now check if the name already exists
341	if not self.overwrite_name and self.good_name:
342	#Create list of existing model names for comparison
343	list_fnames = os.listdir(self.plugin_dir)
344	# fake existing regular model name list
345	m_list = [model + ".py" for model in self.model_list]
346	list_fnames.append(m_list)
347	if t_fname in list_fnames and title != mname:
348	self.good_name = False
349	msg = "Name exists already."
350
351	if self.good_name == False:
352	self.name_tcl.SetBackgroundColour('pink')
353	info = 'Error'
354	wx.MessageBox(msg, info)
355	self._notes = msg
356	color = 'red'
357	self._msg_box.SetLabel(msg)
358	self._msg_box.SetForegroundColour(color)
359	return self.good_name
360	self.fname = os.path.join(self.plugin_dir, t_fname)
361	s_title = title
362	if len(title) > 20:
363	s_title = title[0:19] + '...'
364	self._notes = "Model function (%s) has been set! \n" % str(s_title)
365	self.good_name = True
366	self.on_apply(self.fname)
367	return self.good_name
368
369	def on_apply(self, path):
370	"""
371	This method is a misnomer - it is not bound to the apply button
372	event. Instead the apply button event goes to check_name which
373	then calls this method if the name of the new file is acceptable.
374
375	:TODO this should be bound to the apply button. The first line
376	should call the check_name method which itself should be in another
377	module separated from the the GUI modules.
378	"""
379	self.name_tcl.SetBackgroundColour('white')
380	try:
381	label = self.get_textnames()
382	fname = path
383	name1 = label[0]
384	name2 = label[1]
385	self.write_string(fname, name1, name2)
386	self.compile_file(fname)
387	self.parent.update_custom_combo()
388	msg = self._notes
389	info = 'Info'
390	color = 'blue'
391	except:
392	msg = "Easy Custom Sum/Multipy: Error occurred..."
393	info = 'Error'
394	color = 'red'
395	self._msg_box.SetLabel(msg)
396	self._msg_box.SetForegroundColour(color)
397	if self.parent.parent != None:
398	from sas.sasgui.guiframe.events import StatusEvent
399	wx.PostEvent(self.parent.parent, StatusEvent(status=msg,
400	info=info))
401	else:
402	raise
403
404	def on_help(self, event):
405	"""
406	Bring up the Composite Model Editor Documentation whenever
407	the HELP button is clicked.
408
409	Calls DocumentationWindow with the path of the location within the
410	documentation tree (after /doc/ ....". Note that when using old
411	versions of Wx (before 2.9) and thus not the release version of
412	installers, the help comes up at the top level of the file as
413	webbrowser does not pass anything past the # to the browser when it is
414	running "file:///...."
415
416	:param evt: Triggers on clicking the help button
417	"""
418
419	_TreeLocation = "user/perspectives/fitting/fitting_help.html"
420	_PageAnchor = "#sum-multi-p1-p2"
421	_doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
422	"Composite Model Editor Help")
423
424	def _set_model_list(self):
425	"""
426	Set the list of models
427	"""
428	# list of model names
429	# get regular models
430	main_list = self.model_list
431	# get custom models
432	self.update_cm_list()
433	# add custom models to model list
434	for name in self.cm_list:
435	if name not in main_list:
436	main_list.append(name)
437
438	if len(main_list) > 1:
439	main_list.sort()
440	for idx in range(len(main_list)):
441	self.model1.Append(str(main_list[idx]), idx)
442	self.model2.Append(str(main_list[idx]), idx)
443	self.model1.SetStringSelection(self.model1_string)
444	self.model2.SetStringSelection(self.model2_string)
445
446	def update_cm_list(self):
447	"""
448	Update custom model list
449	"""
450	cm_list = []
451	al_list = os.listdir(self.plugin_dir)
452	for c_name in al_list:
453	if c_name.split('.')[-1] == 'py' and \
454	c_name.split('.')[0] != '__init__':
455	name = str(c_name.split('.')[0])
456	cm_list.append(name)
457	self.cm_list = cm_list
458
459	def on_model1(self, event):
460	"""
461	Set model1
462	"""
463	event.Skip()
464	self.update_cm_list()
465	self.model1_name = str(self.model1.GetValue())
466	self.model1_string = self.model1_name
467	if self.model1_name in self.cm_list:
468	self.is_p1_custom = True
469	else:
470	self.is_p1_custom = False
471
472	def on_model2(self, event):
473	"""
474	Set model2
475	"""
476	event.Skip()
477	self.update_cm_list()
478	self.model2_name = str(self.model2.GetValue())
479	self.model2_string = self.model2_name
480	if self.model2_name in self.cm_list:
481	self.is_p2_custom = True
482	else:
483	self.is_p2_custom = False
484
485	def on_select_operator(self, event=None):
486	"""
487	On Select an Operator
488	"""
489	# For Mac
490	if event != None:
491	event.Skip()
492	item = event.GetEventObject()
493	text = item.GetValue()
494	self.fill_explanation_helpstring(text)
495
496	def fill_explanation_helpstring(self, operator):
497	"""
498	Choose the equation to use depending on whether we now have
499	a sum or multiply model then create the appropriate string
500	"""
501
502	name = ''
503
504	if operator == '*':
505	name = 'Multi'
506	factor = 'BackGround'
507	f_oper = '+'
508	else:
509	name = 'Sum'
510	factor = 'scale_factor'
511	f_oper = '*'
512
513	self.factor = factor
514	self._operator = operator
515	self.explanation = " Custom Model = %s %s (model1 %s model2)\n" % \
516	(self.factor, f_oper, self._operator)
517	self.explanationctr.SetLabel(self.explanation)
518	self.name = name + M_NAME
519
520
521	def fill_oprator_combox(self):
522	"""
523	fill the current combobox with the operator
524	"""
525	operator_list = [' +', ' *']
526	for oper in operator_list:
527	pos = self._operator_choice.Append(str(oper))
528	self._operator_choice.SetClientData(pos, str(oper.strip()))
529	self._operator_choice.SetSelection(0)
530
531	def get_textnames(self):
532	"""
533	Returns model name string as list
534	"""
535	return [self.model1_name, self.model2_name]
536
537	def write_string(self, fname, name1, name2):
538	"""
539	Write and Save file
540	"""
541	self.fname = fname
542	description = self.desc_tcl.GetValue().lstrip().rstrip()
543	if description == '':
544	description = name1 + self._operator + name2
545	text = self._operator_choice.GetValue()
546	if text.count('+') > 0:
547	factor = 'scale_factor'
548	f_oper = '*'
549	default_val = '1.0'
550	else:
551	factor = 'BackGround'
552	f_oper = '+'
553	default_val = '0.0'
554	path = self.fname
555	try:
556	out_f = open(path, 'w')
557	except:
558	raise
559	lines = SUM_TEMPLATE.split('\n')
560	for line in lines:
561	try:
562	if line.count("scale_factor"):
563	line = line.replace('scale_factor', factor)
564	#print "scale_factor", line
565	if line.count("= %s"):
566	out_f.write(line % (default_val) + "\n")
567	elif line.count("import Model as P1"):
568	if self.is_p1_custom:
569	line = line.replace('#', '')
570	out_f.write(line % name1 + "\n")
571	else:
572	out_f.write(line + "\n")
573	elif line.count("import %s as P1"):
574	if not self.is_p1_custom:
575	line = line.replace('#', '')
576	out_f.write(line % (name1) + "\n")
577	else:
578	out_f.write(line + "\n")
579	elif line.count("import Model as P2"):
580	if self.is_p2_custom:
581	line = line.replace('#', '')
582	out_f.write(line % name2 + "\n")
583	else:
584	out_f.write(line + "\n")
585	elif line.count("import %s as P2"):
586	if not self.is_p2_custom:
587	line = line.replace('#', '')
588	out_f.write(line % (name2) + "\n")
589	else:
590	out_f.write(line + "\n")
591	elif line.count("P1 = make_class"):
592	out_f.write(line % (name1) + "\n")
593	elif line.count("P2 = make_class"):
594	out_f.write(line % (name2) + "\n")
595
596	elif line.count("self.description = '%s'"):
597	out_f.write(line % description + "\n")
598	#elif line.count("run") and line.count("%s"):
599	# out_f.write(line % self._operator + "\n")
600	#elif line.count("evalDistribution") and line.count("%s"):
601	# out_f.write(line % self._operator + "\n")
602	elif line.count("return") and line.count("%s") == 2:
603	#print "line return", line
604	out_f.write(line % (f_oper, self._operator) + "\n")
605	elif line.count("out2")and line.count("%s"):
606	out_f.write(line % self._operator + "\n")
607	else:
608	out_f.write(line + "\n")
609	except:
610	raise
611	out_f.close()
612	#else:
613	# msg = "Name exists already."
614
615	def compile_file(self, path):
616	"""
617	Compile the file in the path
618	"""
619	path = self.fname
620	_compile_file(path)
621
622	def delete_file(self, path):
623	"""
624	Delete file in the path
625	"""
626	_delete_file(path)
627
628
629	class EditorPanel(wx.ScrolledWindow):
630	"""
631	Custom model function editor
632	"""
633	def __init__(self, parent, base, path, title, args, *kwds):
634	kwds['name'] = title
635	# kwds["size"] = (EDITOR_WIDTH, EDITOR_HEIGTH)
636	kwds["style"] = wx.FULL_REPAINT_ON_RESIZE
637	wx.ScrolledWindow.__init__(self, parent, args, *kwds)
638	self.SetScrollbars(1,1,1,1)
639	self.parent = parent
640	self.base = base
641	self.path = path
642	self.font = wx.SystemSettings_GetFont(wx.SYS_SYSTEM_FONT)
643	self.font.SetPointSize(10)
644	self.reader = None
645	self.name = 'untitled'
646	self.overwrite_name = False
647	self.is_2d = False
648	self.fname = None
649	self.main_sizer = None
650	self.name_sizer = None
651	self.name_hsizer = None
652	self.name_tcl = None
653	self.desc_sizer = None
654	self.desc_tcl = None
655	self.param_sizer = None
656	self.param_tcl = None
657	self.function_sizer = None
658	self.func_horizon_sizer = None
659	self.button_sizer = None
660	self.param_strings = ''
661	self.function_strings = ''
662	self._notes = ""
663	self._msg_box = None
664	self.msg_sizer = None
665	self.warning = ""
666	self._description = "New Custom Model"
667	self.function_tcl = None
668	self.math_combo = None
669	self.bt_apply = None
670	self.bt_close = None
671	#self._default_save_location = os.getcwd()
672	self._do_layout()
673
674
675
676	def _define_structure(self):
677	"""
678	define initial sizer
679	"""
680	#w, h = self.parent.GetSize()
681	self.main_sizer = wx.BoxSizer(wx.VERTICAL)
682	self.name_sizer = wx.BoxSizer(wx.VERTICAL)
683	self.name_hsizer = wx.BoxSizer(wx.HORIZONTAL)
684	self.desc_sizer = wx.BoxSizer(wx.VERTICAL)
685	self.param_sizer = wx.BoxSizer(wx.VERTICAL)
686	self.function_sizer = wx.BoxSizer(wx.VERTICAL)
687	self.func_horizon_sizer = wx.BoxSizer(wx.HORIZONTAL)
688	self.button_sizer = wx.BoxSizer(wx.HORIZONTAL)
689	self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)
690
691	def _layout_name(self):
692	"""
693	Do the layout for file/function name related widgets
694	"""
695	#title name [string]
696	name_txt = wx.StaticText(self, -1, 'Function Name : ')
697	overwrite_cb = wx.CheckBox(self, -1, "Overwrite?", (10, 10))
698	overwrite_cb.SetValue(False)
699	overwrite_cb.SetToolTipString("Overwrite it if already exists?")
700	wx.EVT_CHECKBOX(self, overwrite_cb.GetId(), self.on_over_cb)
701	#overwrite_cb.Show(False)
702	self.name_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
703	self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
704	self.name_tcl.SetValue('MyFunction')
705	self.name_tcl.SetFont(self.font)
706	hint_name = "Unique Model Function Name."
707	self.name_tcl.SetToolTipString(hint_name)
708	self.name_hsizer.AddMany([(self.name_tcl, 0, wx.LEFT \| wx.TOP, 0),
709	(overwrite_cb, 0, wx.LEFT, 20)])
710	self.name_sizer.AddMany([(name_txt, 0, wx.LEFT \| wx.TOP, 10),
711	(self.name_hsizer, 0,
712	wx.LEFT \| wx.TOP \| wx.BOTTOM, 10)])
713
714
715	def _layout_description(self):
716	"""
717	Do the layout for description related widgets
718	"""
719	#title name [string]
720	desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
721	self.desc_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
722	self.desc_tcl.SetValue('')
723	hint_desc = "Write a short description of the model function."
724	self.desc_tcl.SetToolTipString(hint_desc)
725	self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT \| wx.TOP, 10),
726	(self.desc_tcl, 0,
727	wx.LEFT \| wx.TOP \| wx.BOTTOM, 10)])
728	def _layout_param(self):
729	"""
730	Do the layout for parameter related widgets
731	"""
732	param_txt = wx.StaticText(self, -1, 'Fit Parameters (if any): ')
733
734	param_tip = "#Set the parameters and initial values.\n"
735	param_tip += "#Example:\n"
736	param_tip += "A = 1\nB = 1"
737	#param_txt.SetToolTipString(param_tip)
738	newid = wx.NewId()
739	self.param_tcl = EditWindow(self, newid, wx.DefaultPosition,
740	wx.DefaultSize,
741	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
742	self.param_tcl.setDisplayLineNumbers(True)
743	self.param_tcl.SetToolTipString(param_tip)
744
745	self.param_sizer.AddMany([(param_txt, 0, wx.LEFT, 10),
746	(self.param_tcl, 1, wx.EXPAND \| wx.ALL, 10)])
747
748	def _layout_function(self):
749	"""
750	Do the layout for function related widgets
751	"""
752	function_txt = wx.StaticText(self, -1, 'Function(x) : ')
753	hint_function = "#Example:\n"
754	hint_function += "if x <= 0:\n"
755	hint_function += " y = A + B\n"
756	hint_function += "else:\n"
757	hint_function += " y = A + B * cos(2 * pi * x)\n"
758	hint_function += "return y\n"
759	math_txt = wx.StaticText(self, -1, '*Useful math functions: ')
760	math_combo = self._fill_math_combo()
761
762	newid = wx.NewId()
763	self.function_tcl = EditWindow(self, newid, wx.DefaultPosition,
764	wx.DefaultSize,
765	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
766	self.function_tcl.setDisplayLineNumbers(True)
767	self.function_tcl.SetToolTipString(hint_function)
768
769	self.func_horizon_sizer.Add(function_txt)
770	self.func_horizon_sizer.Add(math_txt, 0, wx.LEFT, 250)
771	self.func_horizon_sizer.Add(math_combo, 0, wx.LEFT, 10)
772
773	self.function_sizer.Add(self.func_horizon_sizer, 0, wx.LEFT, 10)
774	self.function_sizer.Add(self.function_tcl, 1, wx.EXPAND \| wx.ALL, 10)
775
776	def _layout_msg(self):
777	"""
778	Layout msg
779	"""
780	self._msg_box = wx.StaticText(self, -1, self._notes,
781	size=(PANEL_WIDTH, -1))
782	self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 10)
783
784	def _layout_button(self):
785	"""
786	Do the layout for the button widgets
787	"""
788	self.bt_apply = wx.Button(self, -1, "Apply", size=(_BOX_WIDTH, -1))
789	self.bt_apply.SetToolTipString("Save changes into the imported data.")
790	self.bt_apply.Bind(wx.EVT_BUTTON, self.on_click_apply)
791
792	self.bt_help = wx.Button(self, -1, "HELP", size=(_BOX_WIDTH, -1))
793	self.bt_help.SetToolTipString("Get Help For Model Editor")
794	self.bt_help.Bind(wx.EVT_BUTTON, self.on_help)
795
796	self.bt_close = wx.Button(self, -1, 'Close', size=(_BOX_WIDTH, -1))
797	self.bt_close.Bind(wx.EVT_BUTTON, self.on_close)
798	self.bt_close.SetToolTipString("Close this panel.")
799
800	self.button_sizer.AddMany([(self.bt_apply, 0,
801	wx.LEFT, EDITOR_WIDTH * 0.8),
802	(self.bt_help, 0,
803	wx.LEFT,15),
804	(self.bt_close, 0,
805	wx.LEFT \| wx.BOTTOM, 15)])
806
807	def _do_layout(self):
808	"""
809	Draw the current panel
810	"""
811	self._define_structure()
812	self._layout_name()
813	self._layout_description()
814	self._layout_param()
815	self._layout_function()
816	self._layout_msg()
817	self._layout_button()
818	self.main_sizer.AddMany([(self.name_sizer, 0, wx.EXPAND \| wx.ALL, 5),
819	(wx.StaticLine(self), 0,
820	wx.ALL \| wx.EXPAND, 5),
821	(self.desc_sizer, 0, wx.EXPAND \| wx.ALL, 5),
822	(wx.StaticLine(self), 0,
823	wx.ALL \| wx.EXPAND, 5),
824	(self.param_sizer, 1, wx.EXPAND \| wx.ALL, 5),
825	(wx.StaticLine(self), 0,
826	wx.ALL \| wx.EXPAND, 5),
827	(self.function_sizer, 2,
828	wx.EXPAND \| wx.ALL, 5),
829	(wx.StaticLine(self), 0,
830	wx.ALL \| wx.EXPAND, 5),
831	(self.msg_sizer, 0, wx.EXPAND \| wx.ALL, 5),
832	(self.button_sizer, 0, wx.EXPAND \| wx.ALL, 5)])
833	self.SetSizer(self.main_sizer)
834	self.SetAutoLayout(True)
835
836	def _fill_math_combo(self):
837	"""
838	Fill up the math combo box
839	"""
840	self.math_combo = wx.ComboBox(self, -1, size=(100, -1),
841	style=wx.CB_READONLY)
842	for item in dir(math):
843	if item.count("_") < 1:
844	try:
845	exec "float(math.%s)" % item
846	self.math_combo.Append(str(item))
847	except:
848	self.math_combo.Append(str(item) + "()")
849	self.math_combo.Bind(wx.EVT_COMBOBOX, self._on_math_select)
850	self.math_combo.SetSelection(0)
851	return self.math_combo
852
853	def _on_math_select(self, event):
854	"""
855	On math selection on ComboBox
856	"""
857	event.Skip()
858	label = self.math_combo.GetValue()
859	self.function_tcl.SetFocus()
860	# Put the text at the cursor position
861	pos = self.function_tcl.GetCurrentPos()
862	self.function_tcl.InsertText(pos, label)
863	# Put the cursor at appropriate position
864	length = len(label)
865	print length
866	if label[length-1] == ')':
867	length -= 1
868	f_pos = pos + length
869	self.function_tcl.GotoPos(f_pos)
870
871	def get_notes(self):
872	"""
873	return notes
874	"""
875	return self._notes
876
877	def on_change_name(self, event=None):
878	"""
879	Change name
880	"""
881	if event is not None:
882	event.Skip()
883	self.name_tcl.SetBackgroundColour('white')
884	self.Refresh()
885
886	def check_name(self):
887	"""
888	Check name if exist already
889	"""
890	self._notes = ''
891	self.on_change_name(None)
892	plugin_dir = self.path
893	list_fnames = os.listdir(plugin_dir)
894	# function/file name
895	title = self.name_tcl.GetValue().lstrip().rstrip()
896	self.name = title
897	t_fname = title + '.py'
898	if not self.overwrite_name:
899	if t_fname in list_fnames:
900	self.name_tcl.SetBackgroundColour('pink')
901	return False
902	self.fname = os.path.join(plugin_dir, t_fname)
903	s_title = title
904	if len(title) > 20:
905	s_title = title[0:19] + '...'
906	self._notes += "Model function name is set "
907	self._notes += "to %s. \n" % str(s_title)
908	return True
909
910	def on_over_cb(self, event):
911	"""
912	Set overwrite name flag on cb event
913	"""
914	if event is not None:
915	event.Skip()
916	cb_value = event.GetEventObject()
917	self.overwrite_name = cb_value.GetValue()
918
919	def on_click_apply(self, event):
920	"""
921	Changes are saved in data object imported to edit.
922
923	checks firs for valid name, then if it already exists then checks
924	that a function was entered and finally that if entered it contains at
925	least a return statement. If all passes writes file then tries to
926	compile. If compile fails or import module fails or run method fails
927	tries to remove any .py and pyc files that may have been created and
928	sets error message.
929
930	:todo this code still could do with a careful going over to clean
931	up and simplify. the non GUI methods such as this one should be removed
932	to computational code of SasView. Most of those computational methods
933	would be the same for both the simple editors.
934	"""
935	#must post event here
936	event.Skip()
937	name = self.name_tcl.GetValue().lstrip().rstrip()
938	info = 'Info'
939	msg = ''
940	# Sort out the errors if occur
941	# First check for valid python name then if the name already exists
942	if not re.match('^[A-Za-z0-9_]*$', name):
943	msg = "not a valid python name. Name must include only alpha \n"
944	msg += "numeric or underline characters and no spaces"
945	elif self.check_name():
946	description = self.desc_tcl.GetValue()
947	param_str = self.param_tcl.GetText()
948	func_str = self.function_tcl.GetText()
949	# No input for the model function
950	if func_str.lstrip().rstrip():
951	if func_str.count('return') > 0:
952	self.write_file(self.fname, description, param_str,
953	func_str)
954	tr_msg = _compile_file(self.fname)
955	msg = str(tr_msg.__str__())
956	# Compile error
957	if msg:
958	msg.replace(" ", "\n")
959	msg += "\nCompiling Failed"
960	try:
961	# try to remove pyc file if exists
962	_delete_file(self.fname)
963	_delete_file(self.fname + "c")
964	except:
965	pass
966	else:
967	msg = "Error: The func(x) must 'return' a value at least.\n"
968	msg += "For example: \n\nreturn 2*x"
969	else:
970	msg = 'Error: Function is not defined.'
971	else:
972	msg = "Name exists already."
973	# Prepare the messagebox
974	if self.base != None and not msg:
975	self.base.update_custom_combo()
976	Model = None
977	try:
978	exec "from %s import Model" % name
979	except:
980	msg = 'new model fails to import in python'
981	try:
982	# try to remove pyc file if exists
983	_delete_file(self.fname + "c")
984	except:
985	pass
986	if self.base != None and not msg:
987	try:
988	Model().run(0.01)
989	except:
990	msg = "new model fails on run method:"
991	_, value, _ = sys.exc_info()
992	msg += "in %s:\n%s\n" % (name, value)
993	try:
994	# try to remove pyc file if exists
995	_delete_file(self.fname + "c")
996	except:
997	pass
998	# Prepare the messagebox
999	if msg:
1000	info = 'Error'
1001	color = 'red'
1002	else:
1003	msg = "Successful! "
1004	msg += " " + self._notes
1005	msg += " Please look for it in the Customized Models."
1006	info = 'Info'
1007	color = 'blue'
1008	self._msg_box.SetLabel(msg)
1009	self._msg_box.SetForegroundColour(color)
1010	# Send msg to the top window
1011	if self.base != None:
1012	from sas.sasgui.guiframe.events import StatusEvent
1013	wx.PostEvent(self.base.parent, StatusEvent(status=msg, info=info))
1014	self.warning = msg
1015
1016
1017	def write_file(self, fname, desc_str, param_str, func_str):
1018	"""
1019	Write content in file
1020
1021	:param fname: full file path
1022	:param desc_str: content of the description strings
1023	:param param_str: content of params; Strings
1024	:param func_str: content of func; Strings
1025	"""
1026	try:
1027	out_f = open(fname, 'w')
1028	except:
1029	raise
1030	# Prepare the content of the function
1031	lines = CUSTOM_TEMPLATE.split('\n')
1032
1033	has_scipy = func_str.count("scipy.")
1034	self.is_2d = func_str.count("#self.ndim = 2")
1035	line_2d = ''
1036	if self.is_2d:
1037	line_2d = CUSTOM_2D_TEMP.split('\n')
1038	line_test = TEST_TEMPLATE.split('\n')
1039	local_params = ''
1040	spaces = ' '#8spaces
1041	# write function here
1042	for line in lines:
1043	# The location where to put the strings is
1044	# hard-coded in the template as shown below.
1045	if line.count("#self.params here"):
1046	for param_line in param_str.split('\n'):
1047	p_line = param_line.lstrip().rstrip()
1048	if p_line:
1049	p0_line = self.set_param_helper(p_line)
1050	local_params += self.set_function_helper(p_line)
1051	out_f.write(p0_line)
1052	elif line.count("#local params here"):
1053	if local_params:
1054	out_f.write(local_params)
1055	elif line.count("self.description = "):
1056	des0 = self.name + "\\n"
1057	desc = str(desc_str.lstrip().rstrip().replace('\"', ''))
1058	out_f.write(line % (des0 + desc) + "\n")
1059	elif line.count("def function(self, x=0.0%s):"):
1060	if self.is_2d:
1061	y_str = ', y=0.0'
1062	out_f.write(line % y_str + "\n")
1063	else:
1064	out_f.write(line % '' + "\n")
1065	elif line.count("#function here"):
1066	for func_line in func_str.split('\n'):
1067	f_line = func_line.rstrip()
1068	if f_line:
1069	out_f.write(spaces + f_line + "\n")
1070	if not func_str:
1071	dep_var = 'y'
1072	if self.is_2d:
1073	dep_var = 'z'
1074	out_f.write(spaces + 'return %s' % dep_var + "\n")
1075	elif line.count("#import scipy?"):
1076	if has_scipy:
1077	out_f.write("import scipy" + "\n")
1078	#elif line.count("name = "):
1079	# out_f.write(line % self.name + "\n")
1080	elif line:
1081	out_f.write(line + "\n")
1082	# run string for 2d
1083	if line_2d:
1084	for line in line_2d:
1085	out_f.write(line + "\n")
1086	# Test strins
1087	for line in line_test:
1088	out_f.write(line + "\n")
1089
1090	out_f.close()
1091
1092	def set_param_helper(self, line):
1093	"""
1094	Get string in line to define the params dictionary
1095
1096	:param line: one line of string got from the param_str
1097	"""
1098	params_str = ''
1099	spaces = ' '#8spaces
1100	items = line.split(";")
1101	for item in items:
1102	name = item.split("=")[0].lstrip().rstrip()
1103	try:
1104	value = item.split("=")[1].lstrip().rstrip()
1105	float(value)
1106	except:
1107	value = 1.0 # default
1108	params_str += spaces + "self.params['%s'] = %s\n" % (name, value)
1109
1110	return params_str
1111
1112	def set_function_helper(self, line):
1113	"""
1114	Get string in line to define the local params
1115
1116	:param line: one line of string got from the param_str
1117	"""
1118	params_str = ''
1119	spaces = ' '#8spaces
1120	items = line.split(";")
1121	for item in items:
1122	name = item.split("=")[0].lstrip().rstrip()
1123	params_str += spaces + "%s = self.params['%s']\n" % (name, name)
1124	return params_str
1125
1126	def get_warning(self):
1127	"""
1128	Get the warning msg
1129	"""
1130	return self.warning
1131
1132	def on_help(self, event):
1133	"""
1134	Bring up the Custom Model Editor Documentation whenever
1135	the HELP button is clicked.
1136
1137	Calls DocumentationWindow with the path of the location within the
1138	documentation tree (after /doc/ ....". Note that when using old
1139	versions of Wx (before 2.9) and thus not the release version of
1140	installers, the help comes up at the top level of the file as
1141	webbrowser does not pass anything past the # to the browser when it is
1142	running "file:///...."
1143
1144	:param evt: Triggers on clicking the help button
1145	"""
1146
1147	_TreeLocation = "user/perspectives/fitting/fitting_help.html"
1148	_PageAnchor = "#custom-model-editor"
1149	_doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
1150	"Custom Model Editor Help")
1151
1152	def on_close(self, event):
1153	"""
1154	leave data as it is and close
1155	"""
1156	self.parent.Show(False)#Close()
1157	event.Skip()
1158
1159	class EditorWindow(wx.Frame):
1160	"""
1161	Editor Window
1162	"""
1163	def __init__(self, parent, base, path, title,
1164	size=(EDITOR_WIDTH, EDITOR_HEIGTH), args, *kwds):
1165	"""
1166	Init
1167	"""
1168	kwds["title"] = title
1169	kwds["size"] = size
1170	wx.Frame.__init__(self, parent=None, args, *kwds)
1171	self.parent = parent
1172	self.panel = EditorPanel(parent=self, base=parent,
1173	path=path, title=title)
1174	self.Show(True)
1175	wx.EVT_CLOSE(self, self.on_close)
1176
1177	def on_close(self, event):
1178	"""
1179	On close event
1180	"""
1181	self.Show(False)
1182	#if self.parent != None:
1183	# self.parent.new_model_frame = None
1184	#self.Destroy()
1185
1186	## Templates for custom models
1187	CUSTOM_TEMPLATE = """
1188	from sas.models.pluginmodel import Model1DPlugin
1189	from math import *
1190	import os
1191	import sys
1192	import numpy
1193	#import scipy?
1194	class Model(Model1DPlugin):
1195	name = ""
1196	def __init__(self):
1197	Model1DPlugin.__init__(self, name=self.name)
1198	#set name same as file name
1199	self.name = self.get_fname()
1200	#self.params here
1201	self.description = "%s"
1202	self.set_details()
1203	def function(self, x=0.0%s):
1204	#local params here
1205	#function here
1206	"""
1207	CUSTOM_2D_TEMP = """
1208	def run(self, x=0.0, y=0.0):
1209	if x.__class__.__name__ == 'list':
1210	x_val = x[0]
1211	y_val = y[0]*0.0
1212	return self.function(x_val, y_val)
1213	elif x.__class__.__name__ == 'tuple':
1214	msg = "Tuples are not allowed as input to BaseComponent models"
1215	raise ValueError, msg
1216	else:
1217	return self.function(x, 0.0)
1218	def runXY(self, x=0.0, y=0.0):
1219	if x.__class__.__name__ == 'list':
1220	return self.function(x, y)
1221	elif x.__class__.__name__ == 'tuple':
1222	msg = "Tuples are not allowed as input to BaseComponent models"
1223	raise ValueError, msg
1224	else:
1225	return self.function(x, y)
1226	def evalDistribution(self, qdist):
1227	if qdist.__class__.__name__ == 'list':
1228	msg = "evalDistribution expects a list of 2 ndarrays"
1229	if len(qdist)!=2:
1230	raise RuntimeError, msg
1231	if qdist[0].__class__.__name__ != 'ndarray':
1232	raise RuntimeError, msg
1233	if qdist[1].__class__.__name__ != 'ndarray':
1234	raise RuntimeError, msg
1235	v_model = numpy.vectorize(self.runXY, otypes=[float])
1236	iq_array = v_model(qdist[0], qdist[1])
1237	return iq_array
1238	elif qdist.__class__.__name__ == 'ndarray':
1239	v_model = numpy.vectorize(self.runXY, otypes=[float])
1240	iq_array = v_model(qdist)
1241	return iq_array
1242	"""
1243	TEST_TEMPLATE = """
1244	def get_fname(self):
1245	path = sys._getframe().f_code.co_filename
1246	basename = os.path.basename(path)
1247	name, _ = os.path.splitext(basename)
1248	return name
1249	######################################################################
1250	## THIS IS FOR TEST. DO NOT MODIFY THE FOLLOWING LINES!!!!!!!!!!!!!!!!
1251	if __name__ == "__main__":
1252	m= Model()
1253	out1 = m.runXY(0.0)
1254	out2 = m.runXY(0.01)
1255	isfine1 = numpy.isfinite(out1)
1256	isfine2 = numpy.isfinite(out2)
1257	print "Testing the value at Q = 0.0:"
1258	print out1, " : finite? ", isfine1
1259	print "Testing the value at Q = 0.01:"
1260	print out2, " : finite? ", isfine2
1261	if isfine1 and isfine2:
1262	print "===> Simple Test: Passed!"
1263	else:
1264	print "===> Simple Test: Failed!"
1265	"""
1266	SUM_TEMPLATE = """
1267	# A sample of an experimental model function for Sum/Multiply(Pmodel1,Pmodel2)
1268	import copy
1269	from sas.models.pluginmodel import Model1DPlugin
1270	from sasmodels.sasview_model import make_class
1271	from sasmodels.core import load_model_info
1272	# User can change the name of the model (only with single functional model)
1273	#P1_model:
1274	#from %s import Model as P1
1275
1276	#P2_model:
1277	#from %s import Model as P2
1278	import os
1279	import sys
1280
1281	class Model(Model1DPlugin):
1282	name = ""
1283	def __init__(self):
1284	Model1DPlugin.__init__(self, name='')
1285	P1 = make_class(load_model_info('%s'))
1286	P2 = make_class(load_model_info('%s'))
1287	p_model1 = P1()
1288	p_model2 = P2()
1289	## Setting model name model description
1290	self.description = '%s'
1291	self.name = self.get_fname()
1292	if self.name.rstrip().lstrip() == '':
1293	self.name = self._get_name(p_model1.name, p_model2.name)
1294	if self.description.rstrip().lstrip() == '':
1295	self.description = p_model1.name
1296	self.description += p_model2.name
1297	self.fill_description(p_model1, p_model2)
1298
1299	## Define parameters
1300	self.params = {}
1301
1302	## Parameter details [units, min, max]
1303	self.details = {}
1304	## Magnetic Panrameters
1305	self.magnetic_params = []
1306	# non-fittable parameters
1307	self.non_fittable = p_model1.non_fittable
1308	self.non_fittable += p_model2.non_fittable
1309
1310	##models
1311	self.p_model1= p_model1
1312	self.p_model2= p_model2
1313
1314
1315	## dispersion
1316	self._set_dispersion()
1317	## Define parameters
1318	self._set_params()
1319	## New parameter:scaling_factor
1320	self.params['scale_factor'] = %s
1321
1322	## Parameter details [units, min, max]
1323	self._set_details()
1324	self.details['scale_factor'] = ['', None, None]
1325
1326
1327	#list of parameter that can be fitted
1328	self._set_fixed_params()
1329	## parameters with orientation
1330	for item in self.p_model1.orientation_params:
1331	new_item = "p1_" + item
1332	if not new_item in self.orientation_params:
1333	self.orientation_params.append(new_item)
1334
1335	for item in self.p_model2.orientation_params:
1336	new_item = "p2_" + item
1337	if not new_item in self.orientation_params:
1338	self.orientation_params.append(new_item)
1339	## magnetic params
1340	for item in self.p_model1.magnetic_params:
1341	new_item = "p1_" + item
1342	if not new_item in self.magnetic_params:
1343	self.magnetic_params.append(new_item)
1344
1345	for item in self.p_model2.magnetic_params:
1346	new_item = "p2_" + item
1347	if not new_item in self.magnetic_params:
1348	self.magnetic_params.append(new_item)
1349	# get multiplicity if model provide it, else 1.
1350	try:
1351	multiplicity1 = p_model1.multiplicity
1352	try:
1353	multiplicity2 = p_model2.multiplicity
1354	except:
1355	multiplicity2 = 1
1356	except:
1357	multiplicity1 = 1
1358	multiplicity2 = 1
1359	## functional multiplicity of the model
1360	self.multiplicity1 = multiplicity1
1361	self.multiplicity2 = multiplicity2
1362	self.multiplicity_info = []
1363
1364	def _clone(self, obj):
1365	obj.params = copy.deepcopy(self.params)
1366	obj.description = copy.deepcopy(self.description)
1367	obj.details = copy.deepcopy(self.details)
1368	obj.dispersion = copy.deepcopy(self.dispersion)
1369	obj.p_model1 = self.p_model1.clone()
1370	obj.p_model2 = self.p_model2.clone()
1371	#obj = copy.deepcopy(self)
1372	return obj
1373
1374	def _get_name(self, name1, name2):
1375	p1_name = self._get_upper_name(name1)
1376	if not p1_name:
1377	p1_name = name1
1378	name = p1_name
1379	name += "_and_"
1380	p2_name = self._get_upper_name(name2)
1381	if not p2_name:
1382	p2_name = name2
1383	name += p2_name
1384	return name
1385
1386	def _get_upper_name(self, name=None):
1387	if name == None:
1388	return ""
1389	upper_name = ""
1390	str_name = str(name)
1391	for index in range(len(str_name)):
1392	if str_name[index].isupper():
1393	upper_name += str_name[index]
1394	return upper_name
1395
1396	def _set_dispersion(self):
1397	##set dispersion only from p_model
1398	for name , value in self.p_model1.dispersion.iteritems():
1399	#if name.lower() not in self.p_model1.orientation_params:
1400	new_name = "p1_" + name
1401	self.dispersion[new_name]= value
1402	for name , value in self.p_model2.dispersion.iteritems():
1403	#if name.lower() not in self.p_model2.orientation_params:
1404	new_name = "p2_" + name
1405	self.dispersion[new_name]= value
1406
1407	def function(self, x=0.0):
1408	return 0
1409
1410	def getProfile(self):
1411	try:
1412	x,y = self.p_model1.getProfile()
1413	except:
1414	x = None
1415	y = None
1416
1417	return x, y
1418
1419	def _set_params(self):
1420	for name , value in self.p_model1.params.iteritems():
1421	# No 2D-supported
1422	#if name not in self.p_model1.orientation_params:
1423	new_name = "p1_" + name
1424	self.params[new_name]= value
1425
1426	for name , value in self.p_model2.params.iteritems():
1427	# No 2D-supported
1428	#if name not in self.p_model2.orientation_params:
1429	new_name = "p2_" + name
1430	self.params[new_name]= value
1431
1432	# Set "scale" as initializing
1433	self._set_scale_factor()
1434
1435
1436	def _set_details(self):
1437	for name ,detail in self.p_model1.details.iteritems():
1438	new_name = "p1_" + name
1439	#if new_name not in self.orientation_params:
1440	self.details[new_name]= detail
1441
1442	for name ,detail in self.p_model2.details.iteritems():
1443	new_name = "p2_" + name
1444	#if new_name not in self.orientation_params:
1445	self.details[new_name]= detail
1446
1447	def _set_scale_factor(self):
1448	pass
1449
1450
1451	def setParam(self, name, value):
1452	# set param to this (p1, p2) model
1453	self._setParamHelper(name, value)
1454
1455	## setParam to p model
1456	model_pre = ''
1457	new_name = ''
1458	name_split = name.split('_', 1)
1459	if len(name_split) == 2:
1460	model_pre = name.split('_', 1)[0]
1461	new_name = name.split('_', 1)[1]
1462	if model_pre == "p1":
1463	if new_name in self.p_model1.getParamList():
1464	self.p_model1.setParam(new_name, value)
1465	elif model_pre == "p2":
1466	if new_name in self.p_model2.getParamList():
1467	self.p_model2.setParam(new_name, value)
1468	elif name == 'scale_factor':
1469	self.params['scale_factor'] = value
1470	else:
1471	raise ValueError, "Model does not contain parameter %s" % name
1472
1473	def getParam(self, name):
1474	# Look for dispersion parameters
1475	toks = name.split('.')
1476	if len(toks)==2:
1477	for item in self.dispersion.keys():
1478	# 2D not supported
1479	if item.lower()==toks[0].lower():
1480	for par in self.dispersion[item]:
1481	if par.lower() == toks[1].lower():
1482	return self.dispersion[item][par]
1483	else:
1484	# Look for standard parameter
1485	for item in self.params.keys():
1486	if item.lower()==name.lower():
1487	return self.params[item]
1488	return
1489	#raise ValueError, "Model does not contain parameter %s" % name
1490
1491	def _setParamHelper(self, name, value):
1492	# Look for dispersion parameters
1493	toks = name.split('.')
1494	if len(toks)== 2:
1495	for item in self.dispersion.keys():
1496	if item.lower()== toks[0].lower():
1497	for par in self.dispersion[item]:
1498	if par.lower() == toks[1].lower():
1499	self.dispersion[item][par] = value
1500	return
1501	else:
1502	# Look for standard parameter
1503	for item in self.params.keys():
1504	if item.lower()== name.lower():
1505	self.params[item] = value
1506	return
1507
1508	raise ValueError, "Model does not contain parameter %s" % name
1509
1510
1511	def _set_fixed_params(self):
1512	for item in self.p_model1.fixed:
1513	new_item = "p1" + item
1514	self.fixed.append(new_item)
1515	for item in self.p_model2.fixed:
1516	new_item = "p2" + item
1517	self.fixed.append(new_item)
1518
1519	self.fixed.sort()
1520
1521
1522	def run(self, x = 0.0):
1523	self._set_scale_factor()
1524	return self.params['scale_factor'] %s \
1525	(self.p_model1.run(x) %s self.p_model2.run(x))
1526
1527	def runXY(self, x = 0.0):
1528	self._set_scale_factor()
1529	return self.params['scale_factor'] %s \
1530	(self.p_model1.runXY(x) %s self.p_model2.runXY(x))
1531
1532	## Now (May27,10) directly uses the model eval function
1533	## instead of the for-loop in Base Component.
1534	def evalDistribution(self, x = []):
1535	self._set_scale_factor()
1536	return self.params['scale_factor'] %s \
1537	(self.p_model1.evalDistribution(x) %s \
1538	self.p_model2.evalDistribution(x))
1539
1540	def set_dispersion(self, parameter, dispersion):
1541	value= None
1542	new_pre = parameter.split("_", 1)[0]
1543	new_parameter = parameter.split("_", 1)[1]
1544	try:
1545	if new_pre == 'p1' and \
1546	new_parameter in self.p_model1.dispersion.keys():
1547	value= self.p_model1.set_dispersion(new_parameter, dispersion)
1548	if new_pre == 'p2' and \
1549	new_parameter in self.p_model2.dispersion.keys():
1550	value= self.p_model2.set_dispersion(new_parameter, dispersion)
1551	self._set_dispersion()
1552	return value
1553	except:
1554	raise
1555
1556	def fill_description(self, p_model1, p_model2):
1557	description = ""
1558	description += "This model gives the summation or multiplication of"
1559	description += "%s and %s. "% ( p_model1.name, p_model2.name )
1560	self.description += description
1561
1562	def get_fname(self):
1563	path = sys._getframe().f_code.co_filename
1564	basename = os.path.basename(path)
1565	name, _ = os.path.splitext(basename)
1566	return name
1567
1568	if __name__ == "__main__":
1569	m1= Model()
1570	#m1.setParam("p1_scale", 25)
1571	#m1.setParam("p1_length", 1000)
1572	#m1.setParam("p2_scale", 100)
1573	#m1.setParam("p2_rg", 100)
1574	out1 = m1.runXY(0.01)
1575
1576	m2= Model()
1577	#m2.p_model1.setParam("scale", 25)
1578	#m2.p_model1.setParam("length", 1000)
1579	#m2.p_model2.setParam("scale", 100)
1580	#m2.p_model2.setParam("rg", 100)
1581	out2 = m2.p_model1.runXY(0.01) %s m2.p_model2.runXY(0.01)\n
1582	print "My name is %s."% m1.name
1583	print out1, " = ", out2
1584	if out1 == out2:
1585	print "===> Simple Test: Passed!"
1586	else:
1587	print "===> Simple Test: Failed!"
1588	"""
1589
1590	if __name__ == "__main__":
1591	# app = wx.PySimpleApp()
1592	main_app = wx.App()
1593	main_frame = TextDialog(id=1, model_list=["SphereModel", "CylinderModel"],
1594	plugin_dir='../fitting/plugin_models')
1595	main_frame.ShowModal()
1596	main_app.MainLoop()
1597
1598	#if __name__ == "__main__":
1599	# from sas.sasgui.perspectives.fitting import models
1600	# dir_path = models.find_plugins_dir()
1601	# app = wx.App()
1602	# window = EditorWindow(parent=None, base=None, path=dir_path, title="Editor")
1603	# app.MainLoop()

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SasView

source: sasview/src/sas/sasgui/perspectives/calculator/model_editor.py @ 5a2695a

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