model_editor.py @ d79feea

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalcmagnetic_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 d79feea was ddbac66, checked in by butler, 8 years ago
Fix remaining custom/customized to plugin conversion
Property mode set to `100644`
File size: 59.6 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 customization is provided.
8
9	:TODO the writing of the file and name checking (and maybe some other
10	functions?) should be moved to a computational module which could be called
11	from 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	import logging
31	from wx.py.editwindow import EditWindow
32	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
33	from .pyconsole import show_model_output, check_model
34
35
36	if sys.platform.count("win32") > 0:
37	FONT_VARIANT = 0
38	PNL_WIDTH = 450
39	PNL_HEIGHT = 320
40	else:
41	FONT_VARIANT = 1
42	PNL_WIDTH = 590
43	PNL_HEIGHT = 350
44	M_NAME = 'Model'
45	EDITOR_WIDTH = 800
46	EDITOR_HEIGTH = 735
47	PANEL_WIDTH = 500
48	_BOX_WIDTH = 55
49
50	def _delete_file(path):
51	"""
52	Delete file in the path
53	"""
54	try:
55	os.remove(path)
56	except:
57	raise
58
59
60	class TextDialog(wx.Dialog):
61	"""
62	Dialog for easy custom composite models. Provides a wx.Dialog panel
63	to choose two existing models (including pre-existing Plugin Models which
64	may themselves be composite models) as well as an operation on those models
65	(add or multiply) the resulting model will add a scale parameter for summed
66	models and a background parameter for a multiplied model.
67
68	The user also gives a brief help for the model in a description box and
69	must provide a unique name which is verified as unique before the new
70	model is saved.
71
72	This Dialog pops up for the user when they press 'Sum\|Multi(p1,p2)' under
73	'Plugin Model Operations' under 'Fitting' menu. This is currently called as
74	a Modal Dialog.
75
76	:TODO the build in compiler currently balks at when it tries to import
77	a model whose name contains spaces or symbols (such as + ... underscore
78	should be fine). Have fixed so the editor cannot save such a file name
79	but if a file is dropped in the plugin directory from outside this class
80	will create a file that cannot be compiled. Should add the check to
81	the write method or to the on_modelx method.
82
83	- PDB:April 5, 2015
84	"""
85	def __init__(self, parent=None, base=None, id=None, title='',
86	model_list=[], plugin_dir=None):
87	"""
88	This class is run when instatiated. The __init__ initializes and
89	calls the internal methods necessary. On exiting the wx.Dialog
90	window should be destroyed.
91	"""
92	wx.Dialog.__init__(self, parent=parent, id=id,
93	title=title, size=(PNL_WIDTH, PNL_HEIGHT))
94	self.parent = base
95	#Font
96	self.SetWindowVariant(variant=FONT_VARIANT)
97	# default
98	self.overwrite_name = False
99	self.plugin_dir = plugin_dir
100	self.model_list = model_list
101	self.model1_string = "sphere"
102	self.model2_string = "cylinder"
103	self.name = 'Sum' + M_NAME
104	self.factor = 'scale_factor'
105	self._notes = ''
106	self._operator = '+'
107	self._operator_choice = None
108	self.explanation = ''
109	self.explanationctr = None
110	self.type = None
111	self.name_sizer = None
112	self.name_tcl = None
113	self.desc_sizer = None
114	self.desc_tcl = None
115	self._selection_box = None
116	self.model1 = None
117	self.model2 = None
118	self.static_line_1 = None
119	self.ok_button = None
120	self.close_button = None
121	self._msg_box = None
122	self.msg_sizer = None
123	self.fname = None
124	self.cm_list = None
125	self.is_p1_custom = False
126	self.is_p2_custom = False
127	self._build_sizer()
128	self.model1_name = str(self.model1.GetValue())
129	self.model2_name = str(self.model2.GetValue())
130	self.good_name = True
131	self.fill_oprator_combox()
132
133	def _layout_name(self):
134	"""
135	Do the layout for file/function name related widgets
136	"""
137	#container for new model name input
138	self.name_sizer = wx.BoxSizer(wx.HORIZONTAL)
139
140	#set up label and input box with tool tip and event handling
141	name_txt = wx.StaticText(self, -1, 'Function Name : ')
142	self.name_tcl = wx.TextCtrl(self, -1, value='MySumFunction')
143	self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
144	hint_name = "Unique Sum/Multiply Model Function Name."
145	self.name_tcl.SetToolTipString(hint_name)
146
147	self.name_sizer.AddMany([(name_txt, 0, wx.LEFT \| wx.TOP, 10),
148	(self.name_tcl, -1,
149	wx.EXPAND \| wx.RIGHT \| wx.TOP \| wx.BOTTOM,
150	10)])
151
152
153	def _layout_description(self):
154	"""
155	Do the layout for description related widgets
156	"""
157	#container for new model description input
158	self.desc_sizer = wx.BoxSizer(wx.HORIZONTAL)
159
160	#set up description label and input box with tool tip and event handling
161	desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
162	self.desc_tcl = wx.TextCtrl(self, -1)
163	hint_desc = "Write a short description of this model function."
164	self.desc_tcl.SetToolTipString(hint_desc)
165
166	self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT \| wx.TOP, 10),
167	(self.desc_tcl, -1,
168	wx.EXPAND \| wx.RIGHT \| wx.TOP \| wx.BOTTOM,
169	10)])
170
171
172	def _layout_model_selection(self):
173	"""
174	Do the layout for model selection related widgets
175	"""
176	box_width = 195 # combobox width
177
178	#First set up main sizer for the selection
179	selection_box_title = wx.StaticBox(self, -1, 'Select',
180	size=(PNL_WIDTH - 30, 70))
181	self._selection_box = wx.StaticBoxSizer(selection_box_title,
182	wx.VERTICAL)
183
184	#Next create the help labels for the model selection
185	select_help_box = wx.BoxSizer(wx.HORIZONTAL)
186	model_string = " Model%s (p%s):"
187	select_help_box.Add(wx.StaticText(self, -1, model_string % (1, 1)),
188	0, 0)
189	select_help_box.Add((box_width - 25, 10), 0, 0)
190	select_help_box.Add(wx.StaticText(self, -1, model_string % (2, 2)),
191	0, 0)
192	self._selection_box.Add(select_help_box, 0, 0)
193
194	#Next create the actual selection box with 3 combo boxes
195	selection_box_choose = wx.BoxSizer(wx.HORIZONTAL)
196
197	self.model1 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
198	wx.EVT_COMBOBOX(self.model1, -1, self.on_model1)
199	self.model1.SetMinSize((box_width * 5 / 6, -1))
200	self.model1.SetToolTipString("model1")
201
202	self._operator_choice = wx.ComboBox(self, -1, size=(50, -1),
203	style=wx.CB_READONLY)
204	wx.EVT_COMBOBOX(self._operator_choice, -1, self.on_select_operator)
205	operation_tip = "Add: +, Multiply: * "
206	self._operator_choice.SetToolTipString(operation_tip)
207
208	self.model2 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
209	wx.EVT_COMBOBOX(self.model2, -1, self.on_model2)
210	self.model2.SetMinSize((box_width * 5 / 6, -1))
211	self.model2.SetToolTipString("model2")
212	self._set_model_list()
213
214	selection_box_choose.Add(self.model1, 0, 0)
215	selection_box_choose.Add((15, 10))
216	selection_box_choose.Add(self._operator_choice, 0, 0)
217	selection_box_choose.Add((15, 10))
218	selection_box_choose.Add(self.model2, 0, 0)
219	# add some space between labels and selection
220	self._selection_box.Add((20, 5), 0, 0)
221	self._selection_box.Add(selection_box_choose, 0, 0)
222
223	def _build_sizer(self):
224	"""
225	Build GUI with calls to _layout_name, _layout Description
226	and _layout_model_selection which each build a their portion of the
227	GUI.
228	"""
229	mainsizer = wx.BoxSizer(wx.VERTICAL) # create main sizer for dialog
230
231	# build fromm top by calling _layout_name and _layout_description
232	# and adding to main sizer
233	self._layout_name()
234	mainsizer.Add(self.name_sizer, 0, wx.EXPAND)
235	self._layout_description()
236	mainsizer.Add(self.desc_sizer, 0, wx.EXPAND)
237
238	# Add an explanation of dialog (short help)
239	self.explanationctr = wx.StaticText(self, -1, self.explanation)
240	self.fill_explanation_helpstring(self._operator)
241	mainsizer.Add(self.explanationctr, 0, wx.LEFT \| wx.EXPAND, 15)
242
243	# Add the selection box stuff with border and labels built
244	# by _layout_model_selection
245	self._layout_model_selection()
246	mainsizer.Add(self._selection_box, 0, wx.LEFT, 15)
247
248	# Add a space and horizontal line before the notification
249	#messages and the buttons at the bottom
250	mainsizer.Add((10, 10))
251	self.static_line_1 = wx.StaticLine(self, -1)
252	mainsizer.Add(self.static_line_1, 0, wx.EXPAND, 10)
253
254	# Add action status notification line (null at startup)
255	self._msg_box = wx.StaticText(self, -1, self._notes)
256	self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)
257	self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 0)
258	mainsizer.Add(self.msg_sizer, 0,
259	wx.LEFT \| wx.RIGHT \| wx.ADJUST_MINSIZE \| wx.BOTTOM, 10)
260
261	# Finally add the buttons (apply and close) on the bottom
262	# Eventually need to add help here
263	self.ok_button = wx.Button(self, wx.ID_OK, 'Apply')
264	_app_tip = "Save the new Model."
265	self.ok_button.SetToolTipString(_app_tip)
266	self.ok_button.Bind(wx.EVT_BUTTON, self.check_name)
267	self.help_button = wx.Button(self, -1, 'HELP')
268	_app_tip = "Help on composite model creation."
269	self.help_button.SetToolTipString(_app_tip)
270	self.help_button.Bind(wx.EVT_BUTTON, self.on_help)
271	self.close_button = wx.Button(self, wx.ID_CANCEL, 'Close')
272	sizer_button = wx.BoxSizer(wx.HORIZONTAL)
273	sizer_button.AddMany([((20, 20), 1, 0),
274	(self.ok_button, 0, 0),
275	(self.help_button, 0, 0),
276	(self.close_button, 0, wx.LEFT \| wx.RIGHT, 10)])
277	mainsizer.Add(sizer_button, 0, wx.EXPAND \| wx.BOTTOM \| wx.TOP, 10)
278
279	self.SetSizer(mainsizer)
280	self.Centre()
281
282	def on_change_name(self, event=None):
283	"""
284	Change name
285	"""
286	if event is not None:
287	event.Skip()
288	self.name_tcl.SetBackgroundColour('white')
289	self.Refresh()
290
291	def check_name(self, event=None):
292	"""
293	Check that proposed new model name is a valid Python module name
294	and that it does not already exist. If not show error message and
295	pink background in text box else call on_apply
296
297	:TODO this should be separated out from the GUI code. For that we
298	need to pass it the name (or if we want to keep the default name
299	option also need to pass the self._operator attribute) We just need
300	the function to return an error code that the name is good or if
301	not why (not a valid name, name exists already). The rest of the
302	error handling should be done in this module. so on_apply would then
303	start by checking the name and then either raise errors or do the
304	deed.
305	"""
306	#Get the function/file name
307	mname = M_NAME
308	self.on_change_name(None)
309	title = self.name_tcl.GetValue().lstrip().rstrip()
310	if title == '':
311	text = self._operator
312	if text.count('+') > 0:
313	mname = 'Sum'
314	else:
315	mname = 'Multi'
316	mname += M_NAME
317	title = mname
318	self.name = title
319	t_fname = title + '.py'
320
321	#First check if the name is a valid Python name
322	if re.match('^[A-Za-z0-9_]*$', title):
323	self.good_name = True
324	else:
325	self.good_name = False
326	msg = ("%s is not a valid Python name. Only alphanumeric \n" \
327	"and underscore allowed" % self.name)
328
329	#Now check if the name already exists
330	if not self.overwrite_name and self.good_name:
331	#Create list of existing model names for comparison
332	list_fnames = os.listdir(self.plugin_dir)
333	# fake existing regular model name list
334	m_list = [model + ".py" for model in self.model_list]
335	list_fnames.append(m_list)
336	if t_fname in list_fnames and title != mname:
337	self.good_name = False
338	msg = "Name exists already."
339
340	if self.good_name == False:
341	self.name_tcl.SetBackgroundColour('pink')
342	info = 'Error'
343	wx.MessageBox(msg, info)
344	self._notes = msg
345	color = 'red'
346	self._msg_box.SetLabel(msg)
347	self._msg_box.SetForegroundColour(color)
348	return self.good_name
349	self.fname = os.path.join(self.plugin_dir, t_fname)
350	s_title = title
351	if len(title) > 20:
352	s_title = title[0:19] + '...'
353	self._notes = "Model function (%s) has been set! \n" % str(s_title)
354	self.good_name = True
355	self.on_apply(self.fname)
356	return self.good_name
357
358	def on_apply(self, path):
359	"""
360	This method is a misnomer - it is not bound to the apply button
361	event. Instead the apply button event goes to check_name which
362	then calls this method if the name of the new file is acceptable.
363
364	:TODO this should be bound to the apply button. The first line
365	should call the check_name method which itself should be in another
366	module separated from the the GUI modules.
367	"""
368	self.name_tcl.SetBackgroundColour('white')
369	try:
370	label = self.get_textnames()
371	fname = path
372	name1 = label[0]
373	name2 = label[1]
374	self.write_string(fname, name1, name2)
375	success = show_model_output(self, fname)
376	if success:
377	self.parent.update_custom_combo()
378	msg = self._notes
379	info = 'Info'
380	color = 'blue'
381	except:
382	msg = "Easy Sum/Multipy Plugin: Error occurred..."
383	info = 'Error'
384	color = 'red'
385	self._msg_box.SetLabel(msg)
386	self._msg_box.SetForegroundColour(color)
387	if self.parent.parent != None:
388	from sas.sasgui.guiframe.events import StatusEvent
389	wx.PostEvent(self.parent.parent, StatusEvent(status=msg,
390	info=info))
391
392	def on_help(self, event):
393	"""
394	Bring up the Composite Model Editor Documentation whenever
395	the HELP button is clicked.
396
397	Calls DocumentationWindow with the path of the location within the
398	documentation tree (after /doc/ ....". Note that when using old
399	versions of Wx (before 2.9) and thus not the release version of
400	installers, the help comes up at the top level of the file as
401	webbrowser does not pass anything past the # to the browser when it is
402	running "file:///...."
403
404	:param evt: Triggers on clicking the help button
405	"""
406
407	_TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
408	_PageAnchor = "#sum-multi-p1-p2"
409	_doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
410	"Composite Model Editor Help")
411
412	def _set_model_list(self):
413	"""
414	Set the list of models
415	"""
416	# list of model names
417	# get regular models
418	main_list = self.model_list
419	# get custom models
420	self.update_cm_list()
421	# add custom models to model list
422	for name in self.cm_list:
423	if name not in main_list:
424	main_list.append(name)
425
426	if len(main_list) > 1:
427	main_list.sort()
428	for idx in range(len(main_list)):
429	self.model1.Append(str(main_list[idx]), idx)
430	self.model2.Append(str(main_list[idx]), idx)
431	self.model1.SetStringSelection(self.model1_string)
432	self.model2.SetStringSelection(self.model2_string)
433
434	def update_cm_list(self):
435	"""
436	Update custom model list
437	"""
438	cm_list = []
439	al_list = os.listdir(self.plugin_dir)
440	for c_name in al_list:
441	if c_name.split('.')[-1] == 'py' and \
442	c_name.split('.')[0] != '__init__':
443	name = str(c_name.split('.')[0])
444	cm_list.append(name)
445	self.cm_list = cm_list
446
447	def on_model1(self, event):
448	"""
449	Set model1
450	"""
451	event.Skip()
452	self.update_cm_list()
453	self.model1_name = str(self.model1.GetValue())
454	self.model1_string = self.model1_name
455	if self.model1_name in self.cm_list:
456	self.is_p1_custom = True
457	else:
458	self.is_p1_custom = False
459
460	def on_model2(self, event):
461	"""
462	Set model2
463	"""
464	event.Skip()
465	self.update_cm_list()
466	self.model2_name = str(self.model2.GetValue())
467	self.model2_string = self.model2_name
468	if self.model2_name in self.cm_list:
469	self.is_p2_custom = True
470	else:
471	self.is_p2_custom = False
472
473	def on_select_operator(self, event=None):
474	"""
475	On Select an Operator
476	"""
477	# For Mac
478	if event != None:
479	event.Skip()
480	item = event.GetEventObject()
481	text = item.GetValue()
482	self.fill_explanation_helpstring(text)
483
484	def fill_explanation_helpstring(self, operator):
485	"""
486	Choose the equation to use depending on whether we now have
487	a sum or multiply model then create the appropriate string
488	"""
489
490	name = ''
491
492	if operator == '*':
493	name = 'Multi'
494	factor = 'BackGround'
495	f_oper = '+'
496	else:
497	name = 'Sum'
498	factor = 'scale_factor'
499	f_oper = '*'
500
501	self.factor = factor
502	self._operator = operator
503	self.explanation = " Plugin Model = %s %s (model1 %s model2)\n" % \
504	(self.factor, f_oper, self._operator)
505	self.explanationctr.SetLabel(self.explanation)
506	self.name = name + M_NAME
507
508
509	def fill_oprator_combox(self):
510	"""
511	fill the current combobox with the operator
512	"""
513	operator_list = ['+', '*']
514	for oper in operator_list:
515	pos = self._operator_choice.Append(str(oper))
516	self._operator_choice.SetClientData(pos, str(oper))
517	self._operator_choice.SetSelection(0)
518
519	def get_textnames(self):
520	"""
521	Returns model name string as list
522	"""
523	return [self.model1_name, self.model2_name]
524
525	def write_string(self, fname, name1, name2):
526	"""
527	Write and Save file
528	"""
529	self.fname = fname
530	description = self.desc_tcl.GetValue().lstrip().rstrip()
531	if description == '':
532	description = name1 + self._operator + name2
533	text = self._operator_choice.GetValue()
534	if text.count('+') > 0:
535	factor = 'scale_factor'
536	f_oper = '*'
537	default_val = '1.0'
538	else:
539	factor = 'BackGround'
540	f_oper = '+'
541	default_val = '0.0'
542	path = self.fname
543	try:
544	out_f = open(path, 'w')
545	except:
546	raise
547	lines = SUM_TEMPLATE.split('\n')
548	for line in lines:
549	try:
550	if line.count("scale_factor"):
551	line = line.replace('scale_factor', factor)
552	#print "scale_factor", line
553	if line.count("= %s"):
554	out_f.write(line % (default_val) + "\n")
555	elif line.count("import Model as P1"):
556	if self.is_p1_custom:
557	line = line.replace('#', '')
558	out_f.write(line % name1 + "\n")
559	else:
560	out_f.write(line + "\n")
561	elif line.count("import %s as P1"):
562	if not self.is_p1_custom:
563	line = line.replace('#', '')
564	out_f.write(line % (name1) + "\n")
565	else:
566	out_f.write(line + "\n")
567	elif line.count("import Model as P2"):
568	if self.is_p2_custom:
569	line = line.replace('#', '')
570	out_f.write(line % name2 + "\n")
571	else:
572	out_f.write(line + "\n")
573	elif line.count("import %s as P2"):
574	if not self.is_p2_custom:
575	line = line.replace('#', '')
576	out_f.write(line % (name2) + "\n")
577	else:
578	out_f.write(line + "\n")
579	elif line.count("P1 = find_model"):
580	out_f.write(line % (name1) + "\n")
581	elif line.count("P2 = find_model"):
582	out_f.write(line % (name2) + "\n")
583
584	elif line.count("self.description = '%s'"):
585	out_f.write(line % description + "\n")
586	#elif line.count("run") and line.count("%s"):
587	# out_f.write(line % self._operator + "\n")
588	#elif line.count("evalDistribution") and line.count("%s"):
589	# out_f.write(line % self._operator + "\n")
590	elif line.count("return") and line.count("%s") == 2:
591	#print "line return", line
592	out_f.write(line % (f_oper, self._operator) + "\n")
593	elif line.count("out2")and line.count("%s"):
594	out_f.write(line % self._operator + "\n")
595	else:
596	out_f.write(line + "\n")
597	except:
598	raise
599	out_f.close()
600	#else:
601	# msg = "Name exists already."
602
603	def compile_file(self, path):
604	"""
605	Compile the file in the path
606	"""
607	path = self.fname
608	show_model_output(self, path)
609
610	def delete_file(self, path):
611	"""
612	Delete file in the path
613	"""
614	_delete_file(path)
615
616
617	class EditorPanel(wx.ScrolledWindow):
618	"""
619	Simple Plugin Model function editor
620	"""
621	def __init__(self, parent, base, path, title, args, *kwds):
622	kwds['name'] = title
623	# kwds["size"] = (EDITOR_WIDTH, EDITOR_HEIGTH)
624	kwds["style"] = wx.FULL_REPAINT_ON_RESIZE
625	wx.ScrolledWindow.__init__(self, parent, args, *kwds)
626	self.SetScrollbars(1,1,1,1)
627	self.parent = parent
628	self.base = base
629	self.path = path
630	self.font = wx.SystemSettings_GetFont(wx.SYS_SYSTEM_FONT)
631	self.font.SetPointSize(10)
632	self.reader = None
633	self.name = 'untitled'
634	self.overwrite_name = False
635	self.is_2d = False
636	self.fname = None
637	self.main_sizer = None
638	self.name_sizer = None
639	self.name_hsizer = None
640	self.name_tcl = None
641	self.desc_sizer = None
642	self.desc_tcl = None
643	self.param_sizer = None
644	self.param_tcl = None
645	self.function_sizer = None
646	self.func_horizon_sizer = None
647	self.button_sizer = None
648	self.param_strings = ''
649	self.function_strings = ''
650	self._notes = ""
651	self._msg_box = None
652	self.msg_sizer = None
653	self.warning = ""
654	#This does not seem to be used anywhere so commenting out for now
655	# -- PDB 2/26/17
656	#self._description = "New Plugin Model"
657	self.function_tcl = None
658	self.math_combo = None
659	self.bt_apply = None
660	self.bt_close = None
661	#self._default_save_location = os.getcwd()
662	self._do_layout()
663
664
665
666	def _define_structure(self):
667	"""
668	define initial sizer
669	"""
670	#w, h = self.parent.GetSize()
671	self.main_sizer = wx.BoxSizer(wx.VERTICAL)
672	self.name_sizer = wx.BoxSizer(wx.VERTICAL)
673	self.name_hsizer = wx.BoxSizer(wx.HORIZONTAL)
674	self.desc_sizer = wx.BoxSizer(wx.VERTICAL)
675	self.param_sizer = wx.BoxSizer(wx.VERTICAL)
676	self.function_sizer = wx.BoxSizer(wx.VERTICAL)
677	self.func_horizon_sizer = wx.BoxSizer(wx.HORIZONTAL)
678	self.button_sizer = wx.BoxSizer(wx.HORIZONTAL)
679	self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)
680
681	def _layout_name(self):
682	"""
683	Do the layout for file/function name related widgets
684	"""
685	#title name [string]
686	name_txt = wx.StaticText(self, -1, 'Function Name : ')
687	overwrite_cb = wx.CheckBox(self, -1, "Overwrite existing plugin model of this name?", (10, 10))
688	overwrite_cb.SetValue(False)
689	overwrite_cb.SetToolTipString("Overwrite it if already exists?")
690	wx.EVT_CHECKBOX(self, overwrite_cb.GetId(), self.on_over_cb)
691	self.name_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
692	self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
693	self.name_tcl.SetValue('')
694	self.name_tcl.SetFont(self.font)
695	hint_name = "Unique Model Function Name."
696	self.name_tcl.SetToolTipString(hint_name)
697	self.name_hsizer.AddMany([(self.name_tcl, 0, wx.LEFT \| wx.TOP, 0),
698	(overwrite_cb, 0, wx.LEFT, 20)])
699	self.name_sizer.AddMany([(name_txt, 0, wx.LEFT \| wx.TOP, 10),
700	(self.name_hsizer, 0,
701	wx.LEFT \| wx.TOP \| wx.BOTTOM, 10)])
702
703
704	def _layout_description(self):
705	"""
706	Do the layout for description related widgets
707	"""
708	#title name [string]
709	desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
710	self.desc_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
711	self.desc_tcl.SetValue('')
712	hint_desc = "Write a short description of the model function."
713	self.desc_tcl.SetToolTipString(hint_desc)
714	self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT \| wx.TOP, 10),
715	(self.desc_tcl, 0,
716	wx.LEFT \| wx.TOP \| wx.BOTTOM, 10)])
717	def _layout_param(self):
718	"""
719	Do the layout for parameter related widgets
720	"""
721	param_txt = wx.StaticText(self, -1, 'Fit Parameters NOT requiring' + \
722	' polydispersity (if any): ')
723
724	param_tip = "#Set the parameters NOT requiring polydispersity " + \
725	"and their initial values.\n"
726	param_tip += "#Example:\n"
727	param_tip += "A = 1\nB = 1"
728	#param_txt.SetToolTipString(param_tip)
729	newid = wx.NewId()
730	self.param_tcl = EditWindow(self, newid, wx.DefaultPosition,
731	wx.DefaultSize,
732	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
733	self.param_tcl.setDisplayLineNumbers(True)
734	self.param_tcl.SetToolTipString(param_tip)
735
736	self.param_sizer.AddMany([(param_txt, 0, wx.LEFT, 10),
737	(self.param_tcl, 1, wx.EXPAND \| wx.ALL, 10)])
738
739	# Parameters with polydispersity
740	pd_param_txt = wx.StaticText(self, -1, 'Fit Parameters requiring ' + \
741	'polydispersity (if any): ')
742
743	pd_param_tip = "#Set the parameters requiring polydispersity and " + \
744	"their initial values.\n"
745	pd_param_tip += "#Example:\n"
746	pd_param_tip += "C = 2\nD = 2"
747	newid = wx.NewId()
748	self.pd_param_tcl = EditWindow(self, newid, wx.DefaultPosition,
749	wx.DefaultSize,
750	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
751	self.pd_param_tcl.setDisplayLineNumbers(True)
752	self.pd_param_tcl.SetToolTipString(pd_param_tip)
753
754	self.param_sizer.AddMany([(pd_param_txt, 0, wx.LEFT, 10),
755	(self.pd_param_tcl, 1, wx.EXPAND \| wx.ALL, 10)])
756
757	def _layout_function(self):
758	"""
759	Do the layout for function related widgets
760	"""
761	function_txt = wx.StaticText(self, -1, 'Function(x) : ')
762	hint_function = "#Example:\n"
763	hint_function += "if x <= 0:\n"
764	hint_function += " y = A + B\n"
765	hint_function += "else:\n"
766	hint_function += " y = A + B * cos(2 * pi * x)\n"
767	hint_function += "return y\n"
768	math_txt = wx.StaticText(self, -1, '*Useful math functions: ')
769	math_combo = self._fill_math_combo()
770
771	newid = wx.NewId()
772	self.function_tcl = EditWindow(self, newid, wx.DefaultPosition,
773	wx.DefaultSize,
774	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
775	self.function_tcl.setDisplayLineNumbers(True)
776	self.function_tcl.SetToolTipString(hint_function)
777
778	self.func_horizon_sizer.Add(function_txt)
779	self.func_horizon_sizer.Add(math_txt, 0, wx.LEFT, 250)
780	self.func_horizon_sizer.Add(math_combo, 0, wx.LEFT, 10)
781
782	self.function_sizer.Add(self.func_horizon_sizer, 0, wx.LEFT, 10)
783	self.function_sizer.Add(self.function_tcl, 1, wx.EXPAND \| wx.ALL, 10)
784
785	def _layout_msg(self):
786	"""
787	Layout msg
788	"""
789	self._msg_box = wx.StaticText(self, -1, self._notes,
790	size=(PANEL_WIDTH, -1))
791	self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 10)
792
793	def _layout_button(self):
794	"""
795	Do the layout for the button widgets
796	"""
797	self.bt_apply = wx.Button(self, -1, "Apply", size=(_BOX_WIDTH, -1))
798	self.bt_apply.SetToolTipString("Save changes into the imported data.")
799	self.bt_apply.Bind(wx.EVT_BUTTON, self.on_click_apply)
800
801	self.bt_help = wx.Button(self, -1, "HELP", size=(_BOX_WIDTH, -1))
802	self.bt_help.SetToolTipString("Get Help For Model Editor")
803	self.bt_help.Bind(wx.EVT_BUTTON, self.on_help)
804
805	self.bt_close = wx.Button(self, -1, 'Close', size=(_BOX_WIDTH, -1))
806	self.bt_close.Bind(wx.EVT_BUTTON, self.on_close)
807	self.bt_close.SetToolTipString("Close this panel.")
808
809	self.button_sizer.AddMany([(self.bt_apply, 0,0),
810	(self.bt_help, 0, wx.LEFT \| wx.BOTTOM,15),
811	(self.bt_close, 0, wx.LEFT \| wx.RIGHT, 15)])
812
813	def _do_layout(self):
814	"""
815	Draw the current panel
816	"""
817	self._define_structure()
818	self._layout_name()
819	self._layout_description()
820	self._layout_param()
821	self._layout_function()
822	self._layout_msg()
823	self._layout_button()
824	self.main_sizer.AddMany([(self.name_sizer, 0, wx.EXPAND \| wx.ALL, 5),
825	(wx.StaticLine(self), 0,
826	wx.ALL \| wx.EXPAND, 5),
827	(self.desc_sizer, 0, wx.EXPAND \| wx.ALL, 5),
828	(wx.StaticLine(self), 0,
829	wx.ALL \| wx.EXPAND, 5),
830	(self.param_sizer, 1, wx.EXPAND \| wx.ALL, 5),
831	(wx.StaticLine(self), 0,
832	wx.ALL \| wx.EXPAND, 5),
833	(self.function_sizer, 2,
834	wx.EXPAND \| wx.ALL, 5),
835	(wx.StaticLine(self), 0,
836	wx.ALL \| wx.EXPAND, 5),
837	(self.msg_sizer, 0, wx.EXPAND \| wx.ALL, 5),
838	(self.button_sizer, 0, wx.ALIGN_RIGHT)])
839	self.SetSizer(self.main_sizer)
840	self.SetAutoLayout(True)
841
842	def _fill_math_combo(self):
843	"""
844	Fill up the math combo box
845	"""
846	self.math_combo = wx.ComboBox(self, -1, size=(100, -1),
847	style=wx.CB_READONLY)
848	for item in dir(math):
849	if item.count("_") < 1:
850	try:
851	exec "float(math.%s)" % item
852	self.math_combo.Append(str(item))
853	except:
854	self.math_combo.Append(str(item) + "()")
855	self.math_combo.Bind(wx.EVT_COMBOBOX, self._on_math_select)
856	self.math_combo.SetSelection(0)
857	return self.math_combo
858
859	def _on_math_select(self, event):
860	"""
861	On math selection on ComboBox
862	"""
863	event.Skip()
864	label = self.math_combo.GetValue()
865	self.function_tcl.SetFocus()
866	# Put the text at the cursor position
867	pos = self.function_tcl.GetCurrentPos()
868	self.function_tcl.InsertText(pos, label)
869	# Put the cursor at appropriate position
870	length = len(label)
871	print length
872	if label[length-1] == ')':
873	length -= 1
874	f_pos = pos + length
875	self.function_tcl.GotoPos(f_pos)
876
877	def get_notes(self):
878	"""
879	return notes
880	"""
881	return self._notes
882
883	def on_change_name(self, event=None):
884	"""
885	Change name
886	"""
887	if event is not None:
888	event.Skip()
889	self.name_tcl.SetBackgroundColour('white')
890	self.Refresh()
891
892	def check_name(self):
893	"""
894	Check name if exist already
895	"""
896	self._notes = ''
897	self.on_change_name(None)
898	plugin_dir = self.path
899	list_fnames = os.listdir(plugin_dir)
900	# function/file name
901	title = self.name_tcl.GetValue().lstrip().rstrip()
902	self.name = title
903	t_fname = title + '.py'
904	if not self.overwrite_name:
905	if t_fname in list_fnames:
906	self.name_tcl.SetBackgroundColour('pink')
907	return False
908	self.fname = os.path.join(plugin_dir, t_fname)
909	s_title = title
910	if len(title) > 20:
911	s_title = title[0:19] + '...'
912	self._notes += "Model function name is set "
913	self._notes += "to %s. \n" % str(s_title)
914	return True
915
916	def on_over_cb(self, event):
917	"""
918	Set overwrite name flag on cb event
919	"""
920	if event is not None:
921	event.Skip()
922	cb_value = event.GetEventObject()
923	self.overwrite_name = cb_value.GetValue()
924
925	def on_click_apply(self, event):
926	"""
927	Changes are saved in data object imported to edit.
928
929	checks firs for valid name, then if it already exists then checks
930	that a function was entered and finally that if entered it contains at
931	least a return statement. If all passes writes file then tries to
932	compile. If compile fails or import module fails or run method fails
933	tries to remove any .py and pyc files that may have been created and
934	sets error message.
935
936	:todo this code still could do with a careful going over to clean
937	up and simplify. the non GUI methods such as this one should be removed
938	to computational code of SasView. Most of those computational methods
939	would be the same for both the simple editors.
940	"""
941	#must post event here
942	event.Skip()
943	name = self.name_tcl.GetValue().lstrip().rstrip()
944	info = 'Info'
945	msg = ''
946	result, check_err = '', ''
947	# Sort out the errors if occur
948	# First check for valid python name then if the name already exists
949	if not name or not bool(re.match('^[A-Za-z0-9_]*$', name)):
950	msg = '"%s" '%name
951	msg += "is not a valid model name. Name must not be empty and \n"
952	msg += "may include only alpha numeric or underline characters \n"
953	msg += "and no spaces"
954	elif self.check_name():
955	description = self.desc_tcl.GetValue()
956	param_str = self.param_tcl.GetText()
957	pd_param_str = self.pd_param_tcl.GetText()
958	func_str = self.function_tcl.GetText()
959	# No input for the model function
960	if func_str.lstrip().rstrip():
961	if func_str.count('return') > 0:
962	self.write_file(self.fname, name, description, param_str,
963	pd_param_str, func_str)
964	try:
965	result, msg = check_model(self.fname), None
966	except Exception:
967	import traceback
968	result, msg = None, "error building model"
969	check_err = "\n"+traceback.format_exc(limit=2)
970	else:
971	msg = "Error: The func(x) must 'return' a value at least.\n"
972	msg += "For example: \n\nreturn 2*x"
973	else:
974	msg = 'Error: Function is not defined.'
975	else:
976	msg = "Name exists already."
977
978	# Prepare the messagebox
979	if self.base != None and not msg:
980	self.base.update_custom_combo()
981	# Passed exception in import test as it will fail for sasmodels.sasview_model class
982	# Should add similar test for new style?
983	Model = None
984	try:
985	exec "from %s import Model" % name
986	except:
987	logging.error(sys.exc_value)
988
989	# Prepare the messagebox
990	if msg:
991	info = 'Error'
992	color = 'red'
993	else:
994	self._notes = result
995	msg = "Successful! Please look for %s in Plugin Models."%name
996	msg += " " + self._notes
997	info = 'Info'
998	color = 'blue'
999	self._msg_box.SetLabel(msg)
1000	self._msg_box.SetForegroundColour(color)
1001	# Send msg to the top window
1002	if self.base != None:
1003	from sas.sasgui.guiframe.events import StatusEvent
1004	wx.PostEvent(self.base.parent,
1005	StatusEvent(status=msg+check_err, info=info))
1006	self.warning = msg
1007
1008	def write_file(self, fname, name, desc_str, param_str, pd_param_str, func_str):
1009	"""
1010	Write content in file
1011
1012	:param fname: full file path
1013	:param desc_str: content of the description strings
1014	:param param_str: content of params; Strings
1015	:param pd_param_str: content of params requiring polydispersity; Strings
1016	:param func_str: content of func; Strings
1017	"""
1018	try:
1019	out_f = open(fname, 'w')
1020	except:
1021	raise
1022	# Prepare the content of the function
1023	lines = CUSTOM_TEMPLATE.split('\n')
1024
1025	has_scipy = func_str.count("scipy.")
1026	if has_scipy:
1027	lines.insert(0, 'import scipy')
1028
1029	# Think about 2D later
1030	#self.is_2d = func_str.count("#self.ndim = 2")
1031	#line_2d = ''
1032	#if self.is_2d:
1033	# line_2d = CUSTOM_2D_TEMP.split('\n')
1034
1035	# Also think about test later
1036	#line_test = TEST_TEMPLATE.split('\n')
1037	#local_params = ''
1038	#spaces = ' '#8spaces
1039	spaces4 = ' '*4
1040	spaces13 = ' '*13
1041	spaces16 = ' '*16
1042	param_names = [] # to store parameter names
1043	has_scipy = func_str.count("scipy.")
1044	if has_scipy:
1045	lines.insert(0, 'import scipy')
1046
1047	# write function here
1048	for line in lines:
1049	# The location where to put the strings is
1050	# hard-coded in the template as shown below.
1051	out_f.write(line + '\n')
1052	if line.count('#name'):
1053	out_f.write('name = "%s" \n' % name)
1054	elif line.count('#title'):
1055	out_f.write('title = "User model for %s"\n' % name)
1056	elif line.count('#description'):
1057	out_f.write('description = "%s"\n' % desc_str)
1058	elif line.count('#parameters'):
1059	out_f.write('parameters = [ \n')
1060	for param_line in param_str.split('\n'):
1061	p_line = param_line.lstrip().rstrip()
1062	if p_line:
1063	pname, pvalue = self.get_param_helper(p_line)
1064	param_names.append(pname)
1065	out_f.write("%s['%s', '', %s, [-numpy.inf, numpy.inf], '', ''],\n" % (spaces16, pname, pvalue))
1066	for param_line in pd_param_str.split('\n'):
1067	p_line = param_line.lstrip().rstrip()
1068	if p_line:
1069	pname, pvalue = self.get_param_helper(p_line)
1070	param_names.append(pname)
1071	out_f.write("%s['%s', '', %s, [-numpy.inf, numpy.inf], 'volume', ''],\n" % (spaces16, pname, pvalue))
1072	out_f.write('%s]\n' % spaces13)
1073
1074	# No form_volume or ER available in simple model editor
1075	out_f.write('def form_volume(*arg): \n')
1076	out_f.write(' return 1.0 \n')
1077	out_f.write('\n')
1078	out_f.write('def ER(*arg): \n')
1079	out_f.write(' return 1.0 \n')
1080
1081	# function to compute
1082	out_f.write('\n')
1083	out_f.write('def Iq(x ')
1084	for name in param_names:
1085	out_f.write(', %s' % name)
1086	out_f.write('):\n')
1087	for func_line in func_str.split('\n'):
1088	out_f.write('%s%s\n' % (spaces4, func_line))
1089
1090	Iqxy_string = 'return Iq(numpy.sqrt(x2+y2) '
1091
1092	out_f.write('\n')
1093	out_f.write('def Iqxy(x, y ')
1094	for name in param_names:
1095	out_f.write(', %s' % name)
1096	Iqxy_string += ', ' + name
1097	out_f.write('):\n')
1098	Iqxy_string += ')'
1099	out_f.write('%s%s\n' % (spaces4, Iqxy_string))
1100
1101	out_f.close()
1102
1103	def get_param_helper(self, line):
1104	"""
1105	Get string in line to define the params dictionary
1106
1107	:param line: one line of string got from the param_str
1108	"""
1109	items = line.split(";")
1110	for item in items:
1111	name = item.split("=")[0].lstrip().rstrip()
1112	try:
1113	value = item.split("=")[1].lstrip().rstrip()
1114	float(value)
1115	except:
1116	value = 1.0 # default
1117
1118	return name, value
1119
1120	def set_function_helper(self, line):
1121	"""
1122	Get string in line to define the local params
1123
1124	:param line: one line of string got from the param_str
1125	"""
1126	params_str = ''
1127	spaces = ' '#8spaces
1128	items = line.split(";")
1129	for item in items:
1130	name = item.split("=")[0].lstrip().rstrip()
1131	params_str += spaces + "%s = self.params['%s']\n" % (name, name)
1132	return params_str
1133
1134	def get_warning(self):
1135	"""
1136	Get the warning msg
1137	"""
1138	return self.warning
1139
1140	def on_help(self, event):
1141	"""
1142	Bring up the New Plugin Model Editor Documentation whenever
1143	the HELP button is clicked.
1144
1145	Calls DocumentationWindow with the path of the location within the
1146	documentation tree (after /doc/ ....". Note that when using old
1147	versions of Wx (before 2.9) and thus not the release version of
1148	installers, the help comes up at the top level of the file as
1149	webbrowser does not pass anything past the # to the browser when it is
1150	running "file:///...."
1151
1152	:param evt: Triggers on clicking the help button
1153	"""
1154
1155	_TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
1156	_PageAnchor = "#new-plugin-model"
1157	_doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
1158	"Plugin Model Editor Help")
1159
1160	def on_close(self, event):
1161	"""
1162	leave data as it is and close
1163	"""
1164	self.parent.Show(False)#Close()
1165	event.Skip()
1166
1167	class EditorWindow(wx.Frame):
1168	"""
1169	Editor Window
1170	"""
1171	def __init__(self, parent, base, path, title,
1172	size=(EDITOR_WIDTH, EDITOR_HEIGTH), args, *kwds):
1173	"""
1174	Init
1175	"""
1176	kwds["title"] = title
1177	kwds["size"] = size
1178	wx.Frame.__init__(self, parent=None, args, *kwds)
1179	self.parent = parent
1180	self.panel = EditorPanel(parent=self, base=parent,
1181	path=path, title=title)
1182	self.Show(True)
1183	wx.EVT_CLOSE(self, self.on_close)
1184
1185	def on_close(self, event):
1186	"""
1187	On close event
1188	"""
1189	self.Show(False)
1190	#if self.parent != None:
1191	# self.parent.new_model_frame = None
1192	#self.Destroy()
1193
1194	## Templates for plugin models
1195
1196	CUSTOM_TEMPLATE = """
1197	from math import *
1198	import os
1199	import sys
1200	import numpy
1201
1202	#name
1203
1204	#title
1205
1206	#description
1207
1208	#parameters
1209
1210	"""
1211
1212	CUSTOM_2D_TEMP = """
1213	def run(self, x=0.0, y=0.0):
1214	if x.__class__.__name__ == 'list':
1215	x_val = x[0]
1216	y_val = y[0]*0.0
1217	return self.function(x_val, y_val)
1218	elif x.__class__.__name__ == 'tuple':
1219	msg = "Tuples are not allowed as input to BaseComponent models"
1220	raise ValueError, msg
1221	else:
1222	return self.function(x, 0.0)
1223	def runXY(self, x=0.0, y=0.0):
1224	if x.__class__.__name__ == 'list':
1225	return self.function(x, y)
1226	elif x.__class__.__name__ == 'tuple':
1227	msg = "Tuples are not allowed as input to BaseComponent models"
1228	raise ValueError, msg
1229	else:
1230	return self.function(x, y)
1231	def evalDistribution(self, qdist):
1232	if qdist.__class__.__name__ == 'list':
1233	msg = "evalDistribution expects a list of 2 ndarrays"
1234	if len(qdist)!=2:
1235	raise RuntimeError, msg
1236	if qdist[0].__class__.__name__ != 'ndarray':
1237	raise RuntimeError, msg
1238	if qdist[1].__class__.__name__ != 'ndarray':
1239	raise RuntimeError, msg
1240	v_model = numpy.vectorize(self.runXY, otypes=[float])
1241	iq_array = v_model(qdist[0], qdist[1])
1242	return iq_array
1243	elif qdist.__class__.__name__ == 'ndarray':
1244	v_model = numpy.vectorize(self.runXY, otypes=[float])
1245	iq_array = v_model(qdist)
1246	return iq_array
1247	"""
1248	TEST_TEMPLATE = """
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 os
1269	import sys
1270	import copy
1271	import collections
1272
1273	import numpy
1274
1275	from sas.sascalc.fit.pluginmodel import Model1DPlugin
1276	from sasmodels.sasview_model import find_model
1277
1278	class Model(Model1DPlugin):
1279	name = os.path.splitext(os.path.basename(__file__))[0]
1280	is_multiplicity_model = False
1281	def __init__(self, multiplicity=1):
1282	Model1DPlugin.__init__(self, name='')
1283	P1 = find_model('%s')
1284	P2 = find_model('%s')
1285	p_model1 = P1()
1286	p_model2 = P2()
1287	## Setting model name model description
1288	self.description = '%s'
1289	if self.name.rstrip().lstrip() == '':
1290	self.name = self._get_name(p_model1.name, p_model2.name)
1291	if self.description.rstrip().lstrip() == '':
1292	self.description = p_model1.name
1293	self.description += p_model2.name
1294	self.fill_description(p_model1, p_model2)
1295
1296	## Define parameters
1297	self.params = collections.OrderedDict()
1298
1299	## Parameter details [units, min, max]
1300	self.details = {}
1301	## Magnetic Panrameters
1302	self.magnetic_params = []
1303	# non-fittable parameters
1304	self.non_fittable = p_model1.non_fittable
1305	self.non_fittable += p_model2.non_fittable
1306
1307	##models
1308	self.p_model1= p_model1
1309	self.p_model2= p_model2
1310
1311
1312	## dispersion
1313	self._set_dispersion()
1314	## Define parameters
1315	self._set_params()
1316	## New parameter:scaling_factor
1317	self.params['scale_factor'] = %s
1318
1319	## Parameter details [units, min, max]
1320	self._set_details()
1321	self.details['scale_factor'] = ['', 0.0, numpy.inf]
1322
1323
1324	#list of parameter that can be fitted
1325	self._set_fixed_params()
1326
1327	## parameters with orientation
1328	self.orientation_params = []
1329	for item in self.p_model1.orientation_params:
1330	new_item = "p1_" + item
1331	if not new_item in self.orientation_params:
1332	self.orientation_params.append(new_item)
1333
1334	for item in self.p_model2.orientation_params:
1335	new_item = "p2_" + item
1336	if not new_item in self.orientation_params:
1337	self.orientation_params.append(new_item)
1338	## magnetic params
1339	self.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	import copy
1366	obj.params = copy.deepcopy(self.params)
1367	obj.description = copy.deepcopy(self.description)
1368	obj.details = copy.deepcopy(self.details)
1369	obj.dispersion = copy.deepcopy(self.dispersion)
1370	obj.p_model1 = self.p_model1.clone()
1371	obj.p_model2 = self.p_model2.clone()
1372	#obj = copy.deepcopy(self)
1373	return obj
1374
1375	def _get_name(self, name1, name2):
1376	p1_name = self._get_upper_name(name1)
1377	if not p1_name:
1378	p1_name = name1
1379	name = p1_name
1380	name += "_and_"
1381	p2_name = self._get_upper_name(name2)
1382	if not p2_name:
1383	p2_name = name2
1384	name += p2_name
1385	return name
1386
1387	def _get_upper_name(self, name=None):
1388	if name == None:
1389	return ""
1390	upper_name = ""
1391	str_name = str(name)
1392	for index in range(len(str_name)):
1393	if str_name[index].isupper():
1394	upper_name += str_name[index]
1395	return upper_name
1396
1397	def _set_dispersion(self):
1398	self.dispersion = collections.OrderedDict()
1399	##set dispersion only from p_model
1400	for name , value in self.p_model1.dispersion.iteritems():
1401	#if name.lower() not in self.p_model1.orientation_params:
1402	new_name = "p1_" + name
1403	self.dispersion[new_name]= value
1404	for name , value in self.p_model2.dispersion.iteritems():
1405	#if name.lower() not in self.p_model2.orientation_params:
1406	new_name = "p2_" + name
1407	self.dispersion[new_name]= value
1408
1409	def function(self, x=0.0):
1410	return 0
1411
1412	def getProfile(self):
1413	try:
1414	x,y = self.p_model1.getProfile()
1415	except:
1416	x = None
1417	y = None
1418
1419	return x, y
1420
1421	def _set_params(self):
1422	for name , value in self.p_model1.params.iteritems():
1423	# No 2D-supported
1424	#if name not in self.p_model1.orientation_params:
1425	new_name = "p1_" + name
1426	self.params[new_name]= value
1427
1428	for name , value in self.p_model2.params.iteritems():
1429	# No 2D-supported
1430	#if name not in self.p_model2.orientation_params:
1431	new_name = "p2_" + name
1432	self.params[new_name]= value
1433
1434	# Set "scale" as initializing
1435	self._set_scale_factor()
1436
1437
1438	def _set_details(self):
1439	for name ,detail in self.p_model1.details.iteritems():
1440	new_name = "p1_" + name
1441	#if new_name not in self.orientation_params:
1442	self.details[new_name]= detail
1443
1444	for name ,detail in self.p_model2.details.iteritems():
1445	new_name = "p2_" + name
1446	#if new_name not in self.orientation_params:
1447	self.details[new_name]= detail
1448
1449	def _set_scale_factor(self):
1450	pass
1451
1452
1453	def setParam(self, name, value):
1454	# set param to this (p1, p2) model
1455	self._setParamHelper(name, value)
1456
1457	## setParam to p model
1458	model_pre = ''
1459	new_name = ''
1460	name_split = name.split('_', 1)
1461	if len(name_split) == 2:
1462	model_pre = name.split('_', 1)[0]
1463	new_name = name.split('_', 1)[1]
1464	if model_pre == "p1":
1465	if new_name in self.p_model1.getParamList():
1466	self.p_model1.setParam(new_name, value)
1467	elif model_pre == "p2":
1468	if new_name in self.p_model2.getParamList():
1469	self.p_model2.setParam(new_name, value)
1470	elif name == 'scale_factor':
1471	self.params['scale_factor'] = value
1472	else:
1473	raise ValueError, "Model does not contain parameter %s" % name
1474
1475	def getParam(self, name):
1476	# Look for dispersion parameters
1477	toks = name.split('.')
1478	if len(toks)==2:
1479	for item in self.dispersion.keys():
1480	# 2D not supported
1481	if item.lower()==toks[0].lower():
1482	for par in self.dispersion[item]:
1483	if par.lower() == toks[1].lower():
1484	return self.dispersion[item][par]
1485	else:
1486	# Look for standard parameter
1487	for item in self.params.keys():
1488	if item.lower()==name.lower():
1489	return self.params[item]
1490	return
1491	#raise ValueError, "Model does not contain parameter %s" % name
1492
1493	def _setParamHelper(self, name, value):
1494	# Look for dispersion parameters
1495	toks = name.split('.')
1496	if len(toks)== 2:
1497	for item in self.dispersion.keys():
1498	if item.lower()== toks[0].lower():
1499	for par in self.dispersion[item]:
1500	if par.lower() == toks[1].lower():
1501	self.dispersion[item][par] = value
1502	return
1503	else:
1504	# Look for standard parameter
1505	for item in self.params.keys():
1506	if item.lower()== name.lower():
1507	self.params[item] = value
1508	return
1509
1510	raise ValueError, "Model does not contain parameter %s" % name
1511
1512
1513	def _set_fixed_params(self):
1514	self.fixed = []
1515	for item in self.p_model1.fixed:
1516	new_item = "p1" + item
1517	self.fixed.append(new_item)
1518	for item in self.p_model2.fixed:
1519	new_item = "p2" + item
1520	self.fixed.append(new_item)
1521
1522	self.fixed.sort()
1523
1524
1525	def run(self, x = 0.0):
1526	self._set_scale_factor()
1527	return self.params['scale_factor'] %s \
1528	(self.p_model1.run(x) %s self.p_model2.run(x))
1529
1530	def runXY(self, x = 0.0):
1531	self._set_scale_factor()
1532	return self.params['scale_factor'] %s \
1533	(self.p_model1.runXY(x) %s self.p_model2.runXY(x))
1534
1535	## Now (May27,10) directly uses the model eval function
1536	## instead of the for-loop in Base Component.
1537	def evalDistribution(self, x = []):
1538	self._set_scale_factor()
1539	return self.params['scale_factor'] %s \
1540	(self.p_model1.evalDistribution(x) %s \
1541	self.p_model2.evalDistribution(x))
1542
1543	def set_dispersion(self, parameter, dispersion):
1544	value= None
1545	new_pre = parameter.split("_", 1)[0]
1546	new_parameter = parameter.split("_", 1)[1]
1547	try:
1548	if new_pre == 'p1' and \
1549	new_parameter in self.p_model1.dispersion.keys():
1550	value= self.p_model1.set_dispersion(new_parameter, dispersion)
1551	if new_pre == 'p2' and \
1552	new_parameter in self.p_model2.dispersion.keys():
1553	value= self.p_model2.set_dispersion(new_parameter, dispersion)
1554	self._set_dispersion()
1555	return value
1556	except:
1557	raise
1558
1559	def fill_description(self, p_model1, p_model2):
1560	description = ""
1561	description += "This model gives the summation or multiplication of"
1562	description += "%s and %s. "% ( p_model1.name, p_model2.name )
1563	self.description += description
1564
1565	if __name__ == "__main__":
1566	m1= Model()
1567	#m1.setParam("p1_scale", 25)
1568	#m1.setParam("p1_length", 1000)
1569	#m1.setParam("p2_scale", 100)
1570	#m1.setParam("p2_rg", 100)
1571	out1 = m1.runXY(0.01)
1572
1573	m2= Model()
1574	#m2.p_model1.setParam("scale", 25)
1575	#m2.p_model1.setParam("length", 1000)
1576	#m2.p_model2.setParam("scale", 100)
1577	#m2.p_model2.setParam("rg", 100)
1578	out2 = m2.p_model1.runXY(0.01) %s m2.p_model2.runXY(0.01)\n
1579	print "My name is %s."% m1.name
1580	print out1, " = ", out2
1581	if out1 == out2:
1582	print "===> Simple Test: Passed!"
1583	else:
1584	print "===> Simple Test: Failed!"
1585	"""
1586
1587	if __name__ == "__main__":
1588	# app = wx.PySimpleApp()
1589	main_app = wx.App()
1590	main_frame = TextDialog(id=1, model_list=["SphereModel", "CylinderModel"],
1591	plugin_dir='../fitting/plugin_models')
1592	main_frame.ShowModal()
1593	main_app.MainLoop()
1594
1595	#if __name__ == "__main__":
1596	# from sas.sasgui.perspectives.fitting import models
1597	# dir_path = models.find_plugins_dir()
1598	# app = wx.App()
1599	# window = EditorWindow(parent=None, base=None, path=dir_path, title="Editor")
1600	# app.MainLoop()

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SasView

source: sasview/src/sas/sasgui/perspectives/calculator/model_editor.py @ d79feea

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