model_editor.py @ 444a657

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalccostrafo411magnetic_scattrelease-4.2.2ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since 444a657 was a1b8fee, checked in by andyfaff, 8 years ago
MAINT: from future import print_function
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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	from __future__ import print_function
26
27	import wx
28	import sys
29	import os
30	import math
31	import re
32	import logging
33	from wx.py.editwindow import EditWindow
34	from sas.sasgui.guiframe.documentation_window import DocumentationWindow
35	from .pyconsole import show_model_output, check_model
36
37	logger = logging.getLogger(__name__)
38
39
40	if sys.platform.count("win32") > 0:
41	FONT_VARIANT = 0
42	PNL_WIDTH = 450
43	PNL_HEIGHT = 320
44	else:
45	FONT_VARIANT = 1
46	PNL_WIDTH = 590
47	PNL_HEIGHT = 350
48	M_NAME = 'Model'
49	EDITOR_WIDTH = 800
50	EDITOR_HEIGTH = 735
51	PANEL_WIDTH = 500
52	_BOX_WIDTH = 55
53
54	def _delete_file(path):
55	"""
56	Delete file in the path
57	"""
58	try:
59	os.remove(path)
60	except:
61	raise
62
63
64	class TextDialog(wx.Dialog):
65	"""
66	Dialog for easy custom composite models. Provides a wx.Dialog panel
67	to choose two existing models (including pre-existing Plugin Models which
68	may themselves be composite models) as well as an operation on those models
69	(add or multiply) the resulting model will add a scale parameter for summed
70	models and a background parameter for a multiplied model.
71
72	The user also gives a brief help for the model in a description box and
73	must provide a unique name which is verified as unique before the new
74	model is saved.
75
76	This Dialog pops up for the user when they press 'Sum\|Multi(p1,p2)' under
77	'Plugin Model Operations' under 'Fitting' menu. This is currently called as
78	a Modal Dialog.
79
80	:TODO the build in compiler currently balks at when it tries to import
81	a model whose name contains spaces or symbols (such as + ... underscore
82	should be fine). Have fixed so the editor cannot save such a file name
83	but if a file is dropped in the plugin directory from outside this class
84	will create a file that cannot be compiled. Should add the check to
85	the write method or to the on_modelx method.
86
87	- PDB:April 5, 2015
88	"""
89	def __init__(self, parent=None, base=None, id=None, title='',
90	model_list=[], plugin_dir=None):
91	"""
92	This class is run when instatiated. The __init__ initializes and
93	calls the internal methods necessary. On exiting the wx.Dialog
94	window should be destroyed.
95	"""
96	wx.Dialog.__init__(self, parent=parent, id=id,
97	title=title, size=(PNL_WIDTH, PNL_HEIGHT))
98	self.parent = base
99	#Font
100	self.SetWindowVariant(variant=FONT_VARIANT)
101	# default
102	self.overwrite_name = False
103	self.plugin_dir = plugin_dir
104	self.model_list = model_list
105	self.model1_string = "sphere"
106	self.model2_string = "cylinder"
107	self.name = 'Sum' + M_NAME
108	self.factor = 'scale_factor'
109	self._notes = ''
110	self._operator = '+'
111	self._operator_choice = None
112	self.explanation = ''
113	self.explanationctr = None
114	self.type = None
115	self.name_sizer = None
116	self.name_tcl = None
117	self.desc_sizer = None
118	self.desc_tcl = None
119	self._selection_box = None
120	self.model1 = None
121	self.model2 = None
122	self.static_line_1 = None
123	self.ok_button = None
124	self.close_button = None
125	self._msg_box = None
126	self.msg_sizer = None
127	self.fname = None
128	self.cm_list = None
129	self.is_p1_custom = False
130	self.is_p2_custom = False
131	self._build_sizer()
132	self.model1_name = str(self.model1.GetValue())
133	self.model2_name = str(self.model2.GetValue())
134	self.good_name = True
135	self.fill_oprator_combox()
136
137	def _layout_name(self):
138	"""
139	Do the layout for file/function name related widgets
140	"""
141	#container for new model name input
142	self.name_sizer = wx.BoxSizer(wx.HORIZONTAL)
143
144	#set up label and input box with tool tip and event handling
145	name_txt = wx.StaticText(self, -1, 'Function Name : ')
146	self.name_tcl = wx.TextCtrl(self, -1, value='MySumFunction')
147	self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
148	hint_name = "Unique Sum/Multiply Model Function Name."
149	self.name_tcl.SetToolTipString(hint_name)
150
151	self.name_sizer.AddMany([(name_txt, 0, wx.LEFT \| wx.TOP, 10),
152	(self.name_tcl, -1,
153	wx.EXPAND \| wx.RIGHT \| wx.TOP \| wx.BOTTOM,
154	10)])
155
156
157	def _layout_description(self):
158	"""
159	Do the layout for description related widgets
160	"""
161	#container for new model description input
162	self.desc_sizer = wx.BoxSizer(wx.HORIZONTAL)
163
164	#set up description label and input box with tool tip and event handling
165	desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
166	self.desc_tcl = wx.TextCtrl(self, -1)
167	hint_desc = "Write a short description of this model function."
168	self.desc_tcl.SetToolTipString(hint_desc)
169
170	self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT \| wx.TOP, 10),
171	(self.desc_tcl, -1,
172	wx.EXPAND \| wx.RIGHT \| wx.TOP \| wx.BOTTOM,
173	10)])
174
175
176	def _layout_model_selection(self):
177	"""
178	Do the layout for model selection related widgets
179	"""
180	box_width = 195 # combobox width
181
182	#First set up main sizer for the selection
183	selection_box_title = wx.StaticBox(self, -1, 'Select',
184	size=(PNL_WIDTH - 30, 70))
185	self._selection_box = wx.StaticBoxSizer(selection_box_title,
186	wx.VERTICAL)
187
188	#Next create the help labels for the model selection
189	select_help_box = wx.BoxSizer(wx.HORIZONTAL)
190	model_string = " Model%s (p%s):"
191	select_help_box.Add(wx.StaticText(self, -1, model_string % (1, 1)),
192	0, 0)
193	select_help_box.Add((box_width - 25, 10), 0, 0)
194	select_help_box.Add(wx.StaticText(self, -1, model_string % (2, 2)),
195	0, 0)
196	self._selection_box.Add(select_help_box, 0, 0)
197
198	#Next create the actual selection box with 3 combo boxes
199	selection_box_choose = wx.BoxSizer(wx.HORIZONTAL)
200
201	self.model1 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
202	wx.EVT_COMBOBOX(self.model1, -1, self.on_model1)
203	self.model1.SetMinSize((box_width * 5 / 6, -1))
204	self.model1.SetToolTipString("model1")
205
206	self._operator_choice = wx.ComboBox(self, -1, size=(50, -1),
207	style=wx.CB_READONLY)
208	wx.EVT_COMBOBOX(self._operator_choice, -1, self.on_select_operator)
209	operation_tip = "Add: +, Multiply: * "
210	self._operator_choice.SetToolTipString(operation_tip)
211
212	self.model2 = wx.ComboBox(self, -1, style=wx.CB_READONLY)
213	wx.EVT_COMBOBOX(self.model2, -1, self.on_model2)
214	self.model2.SetMinSize((box_width * 5 / 6, -1))
215	self.model2.SetToolTipString("model2")
216	self._set_model_list()
217
218	selection_box_choose.Add(self.model1, 0, 0)
219	selection_box_choose.Add((15, 10))
220	selection_box_choose.Add(self._operator_choice, 0, 0)
221	selection_box_choose.Add((15, 10))
222	selection_box_choose.Add(self.model2, 0, 0)
223	# add some space between labels and selection
224	self._selection_box.Add((20, 5), 0, 0)
225	self._selection_box.Add(selection_box_choose, 0, 0)
226
227	def _build_sizer(self):
228	"""
229	Build GUI with calls to _layout_name, _layout Description
230	and _layout_model_selection which each build a their portion of the
231	GUI.
232	"""
233	mainsizer = wx.BoxSizer(wx.VERTICAL) # create main sizer for dialog
234
235	# build fromm top by calling _layout_name and _layout_description
236	# and adding to main sizer
237	self._layout_name()
238	mainsizer.Add(self.name_sizer, 0, wx.EXPAND)
239	self._layout_description()
240	mainsizer.Add(self.desc_sizer, 0, wx.EXPAND)
241
242	# Add an explanation of dialog (short help)
243	self.explanationctr = wx.StaticText(self, -1, self.explanation)
244	self.fill_explanation_helpstring(self._operator)
245	mainsizer.Add(self.explanationctr, 0, wx.LEFT \| wx.EXPAND, 15)
246
247	# Add the selection box stuff with border and labels built
248	# by _layout_model_selection
249	self._layout_model_selection()
250	mainsizer.Add(self._selection_box, 0, wx.LEFT, 15)
251
252	# Add a space and horizontal line before the notification
253	#messages and the buttons at the bottom
254	mainsizer.Add((10, 10))
255	self.static_line_1 = wx.StaticLine(self, -1)
256	mainsizer.Add(self.static_line_1, 0, wx.EXPAND, 10)
257
258	# Add action status notification line (null at startup)
259	self._msg_box = wx.StaticText(self, -1, self._notes)
260	self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)
261	self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 0)
262	mainsizer.Add(self.msg_sizer, 0,
263	wx.LEFT \| wx.RIGHT \| wx.ADJUST_MINSIZE \| wx.BOTTOM, 10)
264
265	# Finally add the buttons (apply and close) on the bottom
266	# Eventually need to add help here
267	self.ok_button = wx.Button(self, wx.ID_OK, 'Apply')
268	_app_tip = "Save the new Model."
269	self.ok_button.SetToolTipString(_app_tip)
270	self.ok_button.Bind(wx.EVT_BUTTON, self.check_name)
271	self.help_button = wx.Button(self, -1, 'HELP')
272	_app_tip = "Help on composite model creation."
273	self.help_button.SetToolTipString(_app_tip)
274	self.help_button.Bind(wx.EVT_BUTTON, self.on_help)
275	self.close_button = wx.Button(self, wx.ID_CANCEL, 'Close')
276	sizer_button = wx.BoxSizer(wx.HORIZONTAL)
277	sizer_button.AddMany([((20, 20), 1, 0),
278	(self.ok_button, 0, 0),
279	(self.help_button, 0, 0),
280	(self.close_button, 0, wx.LEFT \| wx.RIGHT, 10)])
281	mainsizer.Add(sizer_button, 0, wx.EXPAND \| wx.BOTTOM \| wx.TOP, 10)
282
283	self.SetSizer(mainsizer)
284	self.Centre()
285
286	def on_change_name(self, event=None):
287	"""
288	Change name
289	"""
290	if event is not None:
291	event.Skip()
292	self.name_tcl.SetBackgroundColour('white')
293	self.Refresh()
294
295	def check_name(self, event=None):
296	"""
297	Check that proposed new model name is a valid Python module name
298	and that it does not already exist. If not show error message and
299	pink background in text box else call on_apply
300
301	:TODO this should be separated out from the GUI code. For that we
302	need to pass it the name (or if we want to keep the default name
303	option also need to pass the self._operator attribute) We just need
304	the function to return an error code that the name is good or if
305	not why (not a valid name, name exists already). The rest of the
306	error handling should be done in this module. so on_apply would then
307	start by checking the name and then either raise errors or do the
308	deed.
309	"""
310	#Get the function/file name
311	mname = M_NAME
312	self.on_change_name(None)
313	title = self.name_tcl.GetValue().lstrip().rstrip()
314	if title == '':
315	text = self._operator
316	if text.count('+') > 0:
317	mname = 'Sum'
318	else:
319	mname = 'Multi'
320	mname += M_NAME
321	title = mname
322	self.name = title
323	t_fname = title + '.py'
324
325	#First check if the name is a valid Python name
326	if re.match('^[A-Za-z0-9_]*$', title):
327	self.good_name = True
328	else:
329	self.good_name = False
330	msg = ("%s is not a valid Python name. Only alphanumeric \n" \
331	"and underscore allowed" % self.name)
332
333	#Now check if the name already exists
334	if not self.overwrite_name and self.good_name:
335	#Create list of existing model names for comparison
336	list_fnames = os.listdir(self.plugin_dir)
337	# fake existing regular model name list
338	m_list = [model + ".py" for model in self.model_list]
339	list_fnames.append(m_list)
340	if t_fname in list_fnames and title != mname:
341	self.good_name = False
342	msg = "Name exists already."
343
344	if self.good_name == False:
345	self.name_tcl.SetBackgroundColour('pink')
346	info = 'Error'
347	wx.MessageBox(msg, info)
348	self._notes = msg
349	color = 'red'
350	self._msg_box.SetLabel(msg)
351	self._msg_box.SetForegroundColour(color)
352	return self.good_name
353	self.fname = os.path.join(self.plugin_dir, t_fname)
354	s_title = title
355	if len(title) > 20:
356	s_title = title[0:19] + '...'
357	self._notes = "Model function (%s) has been set! \n" % str(s_title)
358	self.good_name = True
359	self.on_apply(self.fname)
360	return self.good_name
361
362	def on_apply(self, path):
363	"""
364	This method is a misnomer - it is not bound to the apply button
365	event. Instead the apply button event goes to check_name which
366	then calls this method if the name of the new file is acceptable.
367
368	:TODO this should be bound to the apply button. The first line
369	should call the check_name method which itself should be in another
370	module separated from the the GUI modules.
371	"""
372	self.name_tcl.SetBackgroundColour('white')
373	try:
374	label = self.get_textnames()
375	fname = path
376	name1 = label[0]
377	name2 = label[1]
378	self.write_string(fname, name1, name2)
379	success = show_model_output(self, fname)
380	if success:
381	self.parent.update_custom_combo()
382	msg = self._notes
383	info = 'Info'
384	color = 'blue'
385	except:
386	msg = "Easy Sum/Multipy Plugin: Error occurred..."
387	info = 'Error'
388	color = 'red'
389	self._msg_box.SetLabel(msg)
390	self._msg_box.SetForegroundColour(color)
391	if self.parent.parent is not None:
392	from sas.sasgui.guiframe.events import StatusEvent
393	wx.PostEvent(self.parent.parent, StatusEvent(status=msg,
394	info=info))
395
396	def on_help(self, event):
397	"""
398	Bring up the Composite Model Editor Documentation whenever
399	the HELP button is clicked.
400
401	Calls DocumentationWindow with the path of the location within the
402	documentation tree (after /doc/ ....". Note that when using old
403	versions of Wx (before 2.9) and thus not the release version of
404	installers, the help comes up at the top level of the file as
405	webbrowser does not pass anything past the # to the browser when it is
406	running "file:///...."
407
408	:param evt: Triggers on clicking the help button
409	"""
410
411	_TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
412	_PageAnchor = "#sum-multi-p1-p2"
413	_doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
414	"Composite Model Editor Help")
415
416	def _set_model_list(self):
417	"""
418	Set the list of models
419	"""
420	# list of model names
421	# get regular models
422	main_list = self.model_list
423	# get custom models
424	self.update_cm_list()
425	# add custom models to model list
426	for name in self.cm_list:
427	if name not in main_list:
428	main_list.append(name)
429
430	if len(main_list) > 1:
431	main_list.sort()
432	for idx in range(len(main_list)):
433	self.model1.Append(str(main_list[idx]), idx)
434	self.model2.Append(str(main_list[idx]), idx)
435	self.model1.SetStringSelection(self.model1_string)
436	self.model2.SetStringSelection(self.model2_string)
437
438	def update_cm_list(self):
439	"""
440	Update custom model list
441	"""
442	cm_list = []
443	al_list = os.listdir(self.plugin_dir)
444	for c_name in al_list:
445	if c_name.split('.')[-1] == 'py' and \
446	c_name.split('.')[0] != '__init__':
447	name = str(c_name.split('.')[0])
448	cm_list.append(name)
449	self.cm_list = cm_list
450
451	def on_model1(self, event):
452	"""
453	Set model1
454	"""
455	event.Skip()
456	self.update_cm_list()
457	self.model1_name = str(self.model1.GetValue())
458	self.model1_string = self.model1_name
459	if self.model1_name in self.cm_list:
460	self.is_p1_custom = True
461	else:
462	self.is_p1_custom = False
463
464	def on_model2(self, event):
465	"""
466	Set model2
467	"""
468	event.Skip()
469	self.update_cm_list()
470	self.model2_name = str(self.model2.GetValue())
471	self.model2_string = self.model2_name
472	if self.model2_name in self.cm_list:
473	self.is_p2_custom = True
474	else:
475	self.is_p2_custom = False
476
477	def on_select_operator(self, event=None):
478	"""
479	On Select an Operator
480	"""
481	# For Mac
482	if event is not None:
483	event.Skip()
484	item = event.GetEventObject()
485	text = item.GetValue()
486	self.fill_explanation_helpstring(text)
487
488	def fill_explanation_helpstring(self, operator):
489	"""
490	Choose the equation to use depending on whether we now have
491	a sum or multiply model then create the appropriate string
492	"""
493
494	name = ''
495
496	if operator == '*':
497	name = 'Multi'
498	factor = 'BackGround'
499	f_oper = '+'
500	else:
501	name = 'Sum'
502	factor = 'scale_factor'
503	f_oper = '*'
504
505	self.factor = factor
506	self._operator = operator
507	self.explanation = " Plugin Model = %s %s (model1 %s model2)\n" % \
508	(self.factor, f_oper, self._operator)
509	self.explanationctr.SetLabel(self.explanation)
510	self.name = name + M_NAME
511
512
513	def fill_oprator_combox(self):
514	"""
515	fill the current combobox with the operator
516	"""
517	operator_list = ['+', '*']
518	for oper in operator_list:
519	pos = self._operator_choice.Append(str(oper))
520	self._operator_choice.SetClientData(pos, str(oper))
521	self._operator_choice.SetSelection(0)
522
523	def get_textnames(self):
524	"""
525	Returns model name string as list
526	"""
527	return [self.model1_name, self.model2_name]
528
529	def write_string(self, fname, name1, name2):
530	"""
531	Write and Save file
532	"""
533	self.fname = fname
534	description = self.desc_tcl.GetValue().lstrip().rstrip()
535	if description == '':
536	description = name1 + self._operator + name2
537	text = self._operator_choice.GetValue()
538	if text.count('+') > 0:
539	factor = 'scale_factor'
540	f_oper = '*'
541	default_val = '1.0'
542	else:
543	factor = 'BackGround'
544	f_oper = '+'
545	default_val = '0.0'
546	path = self.fname
547	try:
548	out_f = open(path, 'w')
549	except:
550	raise
551	lines = SUM_TEMPLATE.split('\n')
552	for line in lines:
553	try:
554	if line.count("scale_factor"):
555	line = line.replace('scale_factor', factor)
556	#print "scale_factor", line
557	if line.count("= %s"):
558	out_f.write(line % (default_val) + "\n")
559	elif line.count("import Model as P1"):
560	if self.is_p1_custom:
561	line = line.replace('#', '')
562	out_f.write(line % name1 + "\n")
563	else:
564	out_f.write(line + "\n")
565	elif line.count("import %s as P1"):
566	if not self.is_p1_custom:
567	line = line.replace('#', '')
568	out_f.write(line % (name1) + "\n")
569	else:
570	out_f.write(line + "\n")
571	elif line.count("import Model as P2"):
572	if self.is_p2_custom:
573	line = line.replace('#', '')
574	out_f.write(line % name2 + "\n")
575	else:
576	out_f.write(line + "\n")
577	elif line.count("import %s as P2"):
578	if not self.is_p2_custom:
579	line = line.replace('#', '')
580	out_f.write(line % (name2) + "\n")
581	else:
582	out_f.write(line + "\n")
583	elif line.count("P1 = find_model"):
584	out_f.write(line % (name1) + "\n")
585	elif line.count("P2 = find_model"):
586	out_f.write(line % (name2) + "\n")
587
588	elif line.count("self.description = '%s'"):
589	out_f.write(line % description + "\n")
590	#elif line.count("run") and line.count("%s"):
591	# out_f.write(line % self._operator + "\n")
592	#elif line.count("evalDistribution") and line.count("%s"):
593	# out_f.write(line % self._operator + "\n")
594	elif line.count("return") and line.count("%s") == 2:
595	#print "line return", line
596	out_f.write(line % (f_oper, self._operator) + "\n")
597	elif line.count("out2")and line.count("%s"):
598	out_f.write(line % self._operator + "\n")
599	else:
600	out_f.write(line + "\n")
601	except:
602	raise
603	out_f.close()
604	#else:
605	# msg = "Name exists already."
606
607	def compile_file(self, path):
608	"""
609	Compile the file in the path
610	"""
611	path = self.fname
612	show_model_output(self, path)
613
614	def delete_file(self, path):
615	"""
616	Delete file in the path
617	"""
618	_delete_file(path)
619
620
621	class EditorPanel(wx.ScrolledWindow):
622	"""
623	Simple Plugin Model function editor
624	"""
625	def __init__(self, parent, base, path, title, args, *kwds):
626	kwds['name'] = title
627	# kwds["size"] = (EDITOR_WIDTH, EDITOR_HEIGTH)
628	kwds["style"] = wx.FULL_REPAINT_ON_RESIZE
629	wx.ScrolledWindow.__init__(self, parent, args, *kwds)
630	self.SetScrollbars(1,1,1,1)
631	self.parent = parent
632	self.base = base
633	self.path = path
634	self.font = wx.SystemSettings_GetFont(wx.SYS_SYSTEM_FONT)
635	self.font.SetPointSize(10)
636	self.reader = None
637	self.name = 'untitled'
638	self.overwrite_name = False
639	self.is_2d = False
640	self.fname = None
641	self.main_sizer = None
642	self.name_sizer = None
643	self.name_hsizer = None
644	self.name_tcl = None
645	self.desc_sizer = None
646	self.desc_tcl = None
647	self.param_sizer = None
648	self.param_tcl = None
649	self.function_sizer = None
650	self.func_horizon_sizer = None
651	self.button_sizer = None
652	self.param_strings = ''
653	self.function_strings = ''
654	self._notes = ""
655	self._msg_box = None
656	self.msg_sizer = None
657	self.warning = ""
658	#This does not seem to be used anywhere so commenting out for now
659	# -- PDB 2/26/17
660	#self._description = "New Plugin Model"
661	self.function_tcl = None
662	self.math_combo = None
663	self.bt_apply = None
664	self.bt_close = None
665	#self._default_save_location = os.getcwd()
666	self._do_layout()
667
668
669
670	def _define_structure(self):
671	"""
672	define initial sizer
673	"""
674	#w, h = self.parent.GetSize()
675	self.main_sizer = wx.BoxSizer(wx.VERTICAL)
676	self.name_sizer = wx.BoxSizer(wx.VERTICAL)
677	self.name_hsizer = wx.BoxSizer(wx.HORIZONTAL)
678	self.desc_sizer = wx.BoxSizer(wx.VERTICAL)
679	self.param_sizer = wx.BoxSizer(wx.VERTICAL)
680	self.function_sizer = wx.BoxSizer(wx.VERTICAL)
681	self.func_horizon_sizer = wx.BoxSizer(wx.HORIZONTAL)
682	self.button_sizer = wx.BoxSizer(wx.HORIZONTAL)
683	self.msg_sizer = wx.BoxSizer(wx.HORIZONTAL)
684
685	def _layout_name(self):
686	"""
687	Do the layout for file/function name related widgets
688	"""
689	#title name [string]
690	name_txt = wx.StaticText(self, -1, 'Function Name : ')
691	overwrite_cb = wx.CheckBox(self, -1, "Overwrite existing plugin model of this name?", (10, 10))
692	overwrite_cb.SetValue(False)
693	overwrite_cb.SetToolTipString("Overwrite it if already exists?")
694	wx.EVT_CHECKBOX(self, overwrite_cb.GetId(), self.on_over_cb)
695	self.name_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
696	self.name_tcl.Bind(wx.EVT_TEXT_ENTER, self.on_change_name)
697	self.name_tcl.SetValue('')
698	self.name_tcl.SetFont(self.font)
699	hint_name = "Unique Model Function Name."
700	self.name_tcl.SetToolTipString(hint_name)
701	self.name_hsizer.AddMany([(self.name_tcl, 0, wx.LEFT \| wx.TOP, 0),
702	(overwrite_cb, 0, wx.LEFT, 20)])
703	self.name_sizer.AddMany([(name_txt, 0, wx.LEFT \| wx.TOP, 10),
704	(self.name_hsizer, 0,
705	wx.LEFT \| wx.TOP \| wx.BOTTOM, 10)])
706
707
708	def _layout_description(self):
709	"""
710	Do the layout for description related widgets
711	"""
712	#title name [string]
713	desc_txt = wx.StaticText(self, -1, 'Description (optional) : ')
714	self.desc_tcl = wx.TextCtrl(self, -1, size=(PANEL_WIDTH * 3 / 5, -1))
715	self.desc_tcl.SetValue('')
716	hint_desc = "Write a short description of the model function."
717	self.desc_tcl.SetToolTipString(hint_desc)
718	self.desc_sizer.AddMany([(desc_txt, 0, wx.LEFT \| wx.TOP, 10),
719	(self.desc_tcl, 0,
720	wx.LEFT \| wx.TOP \| wx.BOTTOM, 10)])
721	def _layout_param(self):
722	"""
723	Do the layout for parameter related widgets
724	"""
725	param_txt = wx.StaticText(self, -1, 'Fit Parameters NOT requiring' + \
726	' polydispersity (if any): ')
727
728	param_tip = "#Set the parameters NOT requiring polydispersity " + \
729	"and their initial values.\n"
730	param_tip += "#Example:\n"
731	param_tip += "A = 1\nB = 1"
732	#param_txt.SetToolTipString(param_tip)
733	newid = wx.NewId()
734	self.param_tcl = EditWindow(self, newid, wx.DefaultPosition,
735	wx.DefaultSize,
736	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
737	self.param_tcl.setDisplayLineNumbers(True)
738	self.param_tcl.SetToolTipString(param_tip)
739
740	self.param_sizer.AddMany([(param_txt, 0, wx.LEFT, 10),
741	(self.param_tcl, 1, wx.EXPAND \| wx.ALL, 10)])
742
743	# Parameters with polydispersity
744	pd_param_txt = wx.StaticText(self, -1, 'Fit Parameters requiring ' + \
745	'polydispersity (if any): ')
746
747	pd_param_tip = "#Set the parameters requiring polydispersity and " + \
748	"their initial values.\n"
749	pd_param_tip += "#Example:\n"
750	pd_param_tip += "C = 2\nD = 2"
751	newid = wx.NewId()
752	self.pd_param_tcl = EditWindow(self, newid, wx.DefaultPosition,
753	wx.DefaultSize,
754	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
755	self.pd_param_tcl.setDisplayLineNumbers(True)
756	self.pd_param_tcl.SetToolTipString(pd_param_tip)
757
758	self.param_sizer.AddMany([(pd_param_txt, 0, wx.LEFT, 10),
759	(self.pd_param_tcl, 1, wx.EXPAND \| wx.ALL, 10)])
760
761	def _layout_function(self):
762	"""
763	Do the layout for function related widgets
764	"""
765	function_txt = wx.StaticText(self, -1, 'Function(x) : ')
766	hint_function = "#Example:\n"
767	hint_function += "if x <= 0:\n"
768	hint_function += " y = A + B\n"
769	hint_function += "else:\n"
770	hint_function += " y = A + B * cos(2 * pi * x)\n"
771	hint_function += "return y\n"
772	math_txt = wx.StaticText(self, -1, '*Useful math functions: ')
773	math_combo = self._fill_math_combo()
774
775	newid = wx.NewId()
776	self.function_tcl = EditWindow(self, newid, wx.DefaultPosition,
777	wx.DefaultSize,
778	wx.CLIP_CHILDREN \| wx.SUNKEN_BORDER)
779	self.function_tcl.setDisplayLineNumbers(True)
780	self.function_tcl.SetToolTipString(hint_function)
781
782	self.func_horizon_sizer.Add(function_txt)
783	self.func_horizon_sizer.Add(math_txt, 0, wx.LEFT, 250)
784	self.func_horizon_sizer.Add(math_combo, 0, wx.LEFT, 10)
785
786	self.function_sizer.Add(self.func_horizon_sizer, 0, wx.LEFT, 10)
787	self.function_sizer.Add(self.function_tcl, 1, wx.EXPAND \| wx.ALL, 10)
788
789	def _layout_msg(self):
790	"""
791	Layout msg
792	"""
793	self._msg_box = wx.StaticText(self, -1, self._notes,
794	size=(PANEL_WIDTH, -1))
795	self.msg_sizer.Add(self._msg_box, 0, wx.LEFT, 10)
796
797	def _layout_button(self):
798	"""
799	Do the layout for the button widgets
800	"""
801	self.bt_apply = wx.Button(self, -1, "Apply", size=(_BOX_WIDTH, -1))
802	self.bt_apply.SetToolTipString("Save changes into the imported data.")
803	self.bt_apply.Bind(wx.EVT_BUTTON, self.on_click_apply)
804
805	self.bt_help = wx.Button(self, -1, "HELP", size=(_BOX_WIDTH, -1))
806	self.bt_help.SetToolTipString("Get Help For Model Editor")
807	self.bt_help.Bind(wx.EVT_BUTTON, self.on_help)
808
809	self.bt_close = wx.Button(self, -1, 'Close', size=(_BOX_WIDTH, -1))
810	self.bt_close.Bind(wx.EVT_BUTTON, self.on_close)
811	self.bt_close.SetToolTipString("Close this panel.")
812
813	self.button_sizer.AddMany([(self.bt_apply, 0,0),
814	(self.bt_help, 0, wx.LEFT \| wx.BOTTOM,15),
815	(self.bt_close, 0, wx.LEFT \| wx.RIGHT, 15)])
816
817	def _do_layout(self):
818	"""
819	Draw the current panel
820	"""
821	self._define_structure()
822	self._layout_name()
823	self._layout_description()
824	self._layout_param()
825	self._layout_function()
826	self._layout_msg()
827	self._layout_button()
828	self.main_sizer.AddMany([(self.name_sizer, 0, wx.EXPAND \| wx.ALL, 5),
829	(wx.StaticLine(self), 0,
830	wx.ALL \| wx.EXPAND, 5),
831	(self.desc_sizer, 0, wx.EXPAND \| wx.ALL, 5),
832	(wx.StaticLine(self), 0,
833	wx.ALL \| wx.EXPAND, 5),
834	(self.param_sizer, 1, wx.EXPAND \| wx.ALL, 5),
835	(wx.StaticLine(self), 0,
836	wx.ALL \| wx.EXPAND, 5),
837	(self.function_sizer, 2,
838	wx.EXPAND \| wx.ALL, 5),
839	(wx.StaticLine(self), 0,
840	wx.ALL \| wx.EXPAND, 5),
841	(self.msg_sizer, 0, wx.EXPAND \| wx.ALL, 5),
842	(self.button_sizer, 0, wx.ALIGN_RIGHT)])
843	self.SetSizer(self.main_sizer)
844	self.SetAutoLayout(True)
845
846	def _fill_math_combo(self):
847	"""
848	Fill up the math combo box
849	"""
850	self.math_combo = wx.ComboBox(self, -1, size=(100, -1),
851	style=wx.CB_READONLY)
852	for item in dir(math):
853	if item.count("_") < 1:
854	try:
855	exec "float(math.%s)" % item
856	self.math_combo.Append(str(item))
857	except:
858	self.math_combo.Append(str(item) + "()")
859	self.math_combo.Bind(wx.EVT_COMBOBOX, self._on_math_select)
860	self.math_combo.SetSelection(0)
861	return self.math_combo
862
863	def _on_math_select(self, event):
864	"""
865	On math selection on ComboBox
866	"""
867	event.Skip()
868	label = self.math_combo.GetValue()
869	self.function_tcl.SetFocus()
870	# Put the text at the cursor position
871	pos = self.function_tcl.GetCurrentPos()
872	self.function_tcl.InsertText(pos, label)
873	# Put the cursor at appropriate position
874	length = len(label)
875	print(length)
876	if label[length-1] == ')':
877	length -= 1
878	f_pos = pos + length
879	self.function_tcl.GotoPos(f_pos)
880
881	def get_notes(self):
882	"""
883	return notes
884	"""
885	return self._notes
886
887	def on_change_name(self, event=None):
888	"""
889	Change name
890	"""
891	if event is not None:
892	event.Skip()
893	self.name_tcl.SetBackgroundColour('white')
894	self.Refresh()
895
896	def check_name(self):
897	"""
898	Check name if exist already
899	"""
900	self._notes = ''
901	self.on_change_name(None)
902	plugin_dir = self.path
903	list_fnames = os.listdir(plugin_dir)
904	# function/file name
905	title = self.name_tcl.GetValue().lstrip().rstrip()
906	self.name = title
907	t_fname = title + '.py'
908	if not self.overwrite_name:
909	if t_fname in list_fnames:
910	self.name_tcl.SetBackgroundColour('pink')
911	return False
912	self.fname = os.path.join(plugin_dir, t_fname)
913	s_title = title
914	if len(title) > 20:
915	s_title = title[0:19] + '...'
916	self._notes += "Model function name is set "
917	self._notes += "to %s. \n" % str(s_title)
918	return True
919
920	def on_over_cb(self, event):
921	"""
922	Set overwrite name flag on cb event
923	"""
924	if event is not None:
925	event.Skip()
926	cb_value = event.GetEventObject()
927	self.overwrite_name = cb_value.GetValue()
928
929	def on_click_apply(self, event):
930	"""
931	Changes are saved in data object imported to edit.
932
933	checks firs for valid name, then if it already exists then checks
934	that a function was entered and finally that if entered it contains at
935	least a return statement. If all passes writes file then tries to
936	compile. If compile fails or import module fails or run method fails
937	tries to remove any .py and pyc files that may have been created and
938	sets error message.
939
940	:todo this code still could do with a careful going over to clean
941	up and simplify. the non GUI methods such as this one should be removed
942	to computational code of SasView. Most of those computational methods
943	would be the same for both the simple editors.
944	"""
945	#must post event here
946	event.Skip()
947	name = self.name_tcl.GetValue().lstrip().rstrip()
948	info = 'Info'
949	msg = ''
950	result, check_err = '', ''
951	# Sort out the errors if occur
952	# First check for valid python name then if the name already exists
953	if not name or not bool(re.match('^[A-Za-z0-9_]*$', name)):
954	msg = '"%s" '%name
955	msg += "is not a valid model name. Name must not be empty and \n"
956	msg += "may include only alpha numeric or underline characters \n"
957	msg += "and no spaces"
958	elif self.check_name():
959	description = self.desc_tcl.GetValue()
960	param_str = self.param_tcl.GetText()
961	pd_param_str = self.pd_param_tcl.GetText()
962	func_str = self.function_tcl.GetText()
963	# No input for the model function
964	if func_str.lstrip().rstrip():
965	if func_str.count('return') > 0:
966	self.write_file(self.fname, name, description, param_str,
967	pd_param_str, func_str)
968	try:
969	result, msg = check_model(self.fname), None
970	except Exception:
971	import traceback
972	result, msg = None, "error building model"
973	check_err = "\n"+traceback.format_exc(limit=2)
974	else:
975	msg = "Error: The func(x) must 'return' a value at least.\n"
976	msg += "For example: \n\nreturn 2*x"
977	else:
978	msg = 'Error: Function is not defined.'
979	else:
980	msg = "Name exists already."
981
982	# Prepare the messagebox
983	if self.base is not None and not msg:
984	self.base.update_custom_combo()
985	# Passed exception in import test as it will fail for sasmodels.sasview_model class
986	# Should add similar test for new style?
987	Model = None
988	try:
989	exec "from %s import Model" % name
990	except:
991	logger.error(sys.exc_value)
992
993	# Prepare the messagebox
994	if msg:
995	info = 'Error'
996	color = 'red'
997	else:
998	self._notes = result
999	msg = "Successful! Please look for %s in Plugin Models."%name
1000	msg += " " + self._notes
1001	info = 'Info'
1002	color = 'blue'
1003	self._msg_box.SetLabel(msg)
1004	self._msg_box.SetForegroundColour(color)
1005	# Send msg to the top window
1006	if self.base is not None:
1007	from sas.sasgui.guiframe.events import StatusEvent
1008	wx.PostEvent(self.base.parent,
1009	StatusEvent(status=msg+check_err, info=info))
1010	self.warning = msg
1011
1012	def write_file(self, fname, name, desc_str, param_str, pd_param_str, func_str):
1013	"""
1014	Write content in file
1015
1016	:param fname: full file path
1017	:param desc_str: content of the description strings
1018	:param param_str: content of params; Strings
1019	:param pd_param_str: content of params requiring polydispersity; Strings
1020	:param func_str: content of func; Strings
1021	"""
1022	try:
1023	out_f = open(fname, 'w')
1024	except:
1025	raise
1026	# Prepare the content of the function
1027	lines = CUSTOM_TEMPLATE.split('\n')
1028
1029	has_scipy = func_str.count("scipy.")
1030	if has_scipy:
1031	lines.insert(0, 'import scipy')
1032
1033	# Think about 2D later
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
1039	# Also think about test later
1040	#line_test = TEST_TEMPLATE.split('\n')
1041	#local_params = ''
1042	#spaces = ' '#8spaces
1043	spaces4 = ' '*4
1044	spaces13 = ' '*13
1045	spaces16 = ' '*16
1046	param_names = [] # to store parameter names
1047	has_scipy = func_str.count("scipy.")
1048	if has_scipy:
1049	lines.insert(0, 'import scipy')
1050
1051	# write function here
1052	for line in lines:
1053	# The location where to put the strings is
1054	# hard-coded in the template as shown below.
1055	out_f.write(line + '\n')
1056	if line.count('#name'):
1057	out_f.write('name = "%s" \n' % name)
1058	elif line.count('#title'):
1059	out_f.write('title = "User model for %s"\n' % name)
1060	elif line.count('#description'):
1061	out_f.write('description = "%s"\n' % desc_str)
1062	elif line.count('#parameters'):
1063	out_f.write('parameters = [ \n')
1064	for param_line in param_str.split('\n'):
1065	p_line = param_line.lstrip().rstrip()
1066	if p_line:
1067	pname, pvalue = self.get_param_helper(p_line)
1068	param_names.append(pname)
1069	out_f.write("%s['%s', '', %s, [-numpy.inf, numpy.inf], '', ''],\n" % (spaces16, pname, pvalue))
1070	for param_line in pd_param_str.split('\n'):
1071	p_line = param_line.lstrip().rstrip()
1072	if p_line:
1073	pname, pvalue = self.get_param_helper(p_line)
1074	param_names.append(pname)
1075	out_f.write("%s['%s', '', %s, [-numpy.inf, numpy.inf], 'volume', ''],\n" % (spaces16, pname, pvalue))
1076	out_f.write('%s]\n' % spaces13)
1077
1078	# No form_volume or ER available in simple model editor
1079	out_f.write('def form_volume(*arg): \n')
1080	out_f.write(' return 1.0 \n')
1081	out_f.write('\n')
1082	out_f.write('def ER(*arg): \n')
1083	out_f.write(' return 1.0 \n')
1084
1085	# function to compute
1086	out_f.write('\n')
1087	out_f.write('def Iq(x ')
1088	for name in param_names:
1089	out_f.write(', %s' % name)
1090	out_f.write('):\n')
1091	for func_line in func_str.split('\n'):
1092	out_f.write('%s%s\n' % (spaces4, func_line))
1093
1094	Iqxy_string = 'return Iq(numpy.sqrt(x2+y2) '
1095
1096	out_f.write('\n')
1097	out_f.write('def Iqxy(x, y ')
1098	for name in param_names:
1099	out_f.write(', %s' % name)
1100	Iqxy_string += ', ' + name
1101	out_f.write('):\n')
1102	Iqxy_string += ')'
1103	out_f.write('%s%s\n' % (spaces4, Iqxy_string))
1104
1105	out_f.close()
1106
1107	def get_param_helper(self, line):
1108	"""
1109	Get string in line to define the params dictionary
1110
1111	:param line: one line of string got from the param_str
1112	"""
1113	items = line.split(";")
1114	for item in items:
1115	name = item.split("=")[0].lstrip().rstrip()
1116	try:
1117	value = item.split("=")[1].lstrip().rstrip()
1118	float(value)
1119	except:
1120	value = 1.0 # default
1121
1122	return name, value
1123
1124	def set_function_helper(self, line):
1125	"""
1126	Get string in line to define the local params
1127
1128	:param line: one line of string got from the param_str
1129	"""
1130	params_str = ''
1131	spaces = ' '#8spaces
1132	items = line.split(";")
1133	for item in items:
1134	name = item.split("=")[0].lstrip().rstrip()
1135	params_str += spaces + "%s = self.params['%s']\n" % (name, name)
1136	return params_str
1137
1138	def get_warning(self):
1139	"""
1140	Get the warning msg
1141	"""
1142	return self.warning
1143
1144	def on_help(self, event):
1145	"""
1146	Bring up the New Plugin Model Editor Documentation whenever
1147	the HELP button is clicked.
1148
1149	Calls DocumentationWindow with the path of the location within the
1150	documentation tree (after /doc/ ....". Note that when using old
1151	versions of Wx (before 2.9) and thus not the release version of
1152	installers, the help comes up at the top level of the file as
1153	webbrowser does not pass anything past the # to the browser when it is
1154	running "file:///...."
1155
1156	:param evt: Triggers on clicking the help button
1157	"""
1158
1159	_TreeLocation = "user/sasgui/perspectives/fitting/fitting_help.html"
1160	_PageAnchor = "#new-plugin-model"
1161	_doc_viewer = DocumentationWindow(self, -1, _TreeLocation, _PageAnchor,
1162	"Plugin Model Editor Help")
1163
1164	def on_close(self, event):
1165	"""
1166	leave data as it is and close
1167	"""
1168	self.parent.Show(False)#Close()
1169	event.Skip()
1170
1171	class EditorWindow(wx.Frame):
1172	"""
1173	Editor Window
1174	"""
1175	def __init__(self, parent, base, path, title,
1176	size=(EDITOR_WIDTH, EDITOR_HEIGTH), args, *kwds):
1177	"""
1178	Init
1179	"""
1180	kwds["title"] = title
1181	kwds["size"] = size
1182	wx.Frame.__init__(self, parent=None, args, *kwds)
1183	self.parent = parent
1184	self.panel = EditorPanel(parent=self, base=parent,
1185	path=path, title=title)
1186	self.Show(True)
1187	wx.EVT_CLOSE(self, self.on_close)
1188
1189	def on_close(self, event):
1190	"""
1191	On close event
1192	"""
1193	self.Show(False)
1194	#if self.parent is not None:
1195	# self.parent.new_model_frame = None
1196	#self.Destroy()
1197
1198	## Templates for plugin models
1199
1200	CUSTOM_TEMPLATE = """
1201	from math import *
1202	import os
1203	import sys
1204	import numpy
1205
1206	#name
1207
1208	#title
1209
1210	#description
1211
1212	#parameters
1213
1214	"""
1215
1216	CUSTOM_2D_TEMP = """
1217	def run(self, x=0.0, y=0.0):
1218	if x.__class__.__name__ == 'list':
1219	x_val = x[0]
1220	y_val = y[0]*0.0
1221	return self.function(x_val, y_val)
1222	elif x.__class__.__name__ == 'tuple':
1223	msg = "Tuples are not allowed as input to BaseComponent models"
1224	raise ValueError, msg
1225	else:
1226	return self.function(x, 0.0)
1227	def runXY(self, x=0.0, y=0.0):
1228	if x.__class__.__name__ == 'list':
1229	return self.function(x, y)
1230	elif x.__class__.__name__ == 'tuple':
1231	msg = "Tuples are not allowed as input to BaseComponent models"
1232	raise ValueError, msg
1233	else:
1234	return self.function(x, y)
1235	def evalDistribution(self, qdist):
1236	if qdist.__class__.__name__ == 'list':
1237	msg = "evalDistribution expects a list of 2 ndarrays"
1238	if len(qdist)!=2:
1239	raise RuntimeError, msg
1240	if qdist[0].__class__.__name__ != 'ndarray':
1241	raise RuntimeError, msg
1242	if qdist[1].__class__.__name__ != 'ndarray':
1243	raise RuntimeError, msg
1244	v_model = numpy.vectorize(self.runXY, otypes=[float])
1245	iq_array = v_model(qdist[0], qdist[1])
1246	return iq_array
1247	elif qdist.__class__.__name__ == 'ndarray':
1248	v_model = numpy.vectorize(self.runXY, otypes=[float])
1249	iq_array = v_model(qdist)
1250	return iq_array
1251	"""
1252	TEST_TEMPLATE = """
1253	######################################################################
1254	## THIS IS FOR TEST. DO NOT MODIFY THE FOLLOWING LINES!!!!!!!!!!!!!!!!
1255	if __name__ == "__main__":
1256	m= Model()
1257	out1 = m.runXY(0.0)
1258	out2 = m.runXY(0.01)
1259	isfine1 = numpy.isfinite(out1)
1260	isfine2 = numpy.isfinite(out2)
1261	print "Testing the value at Q = 0.0:"
1262	print out1, " : finite? ", isfine1
1263	print "Testing the value at Q = 0.01:"
1264	print out2, " : finite? ", isfine2
1265	if isfine1 and isfine2:
1266	print "===> Simple Test: Passed!"
1267	else:
1268	print "===> Simple Test: Failed!"
1269	"""
1270	SUM_TEMPLATE = """
1271	# A sample of an experimental model function for Sum/Multiply(Pmodel1,Pmodel2)
1272	import os
1273	import sys
1274	import copy
1275	import collections
1276
1277	import numpy
1278
1279	from sas.sascalc.fit.pluginmodel import Model1DPlugin
1280	from sasmodels.sasview_model import find_model
1281
1282	class Model(Model1DPlugin):
1283	name = os.path.splitext(os.path.basename(__file__))[0]
1284	is_multiplicity_model = False
1285	def __init__(self, multiplicity=1):
1286	Model1DPlugin.__init__(self, name='')
1287	P1 = find_model('%s')
1288	P2 = find_model('%s')
1289	p_model1 = P1()
1290	p_model2 = P2()
1291	## Setting model name model description
1292	self.description = '%s'
1293	if self.name.rstrip().lstrip() == '':
1294	self.name = self._get_name(p_model1.name, p_model2.name)
1295	if self.description.rstrip().lstrip() == '':
1296	self.description = p_model1.name
1297	self.description += p_model2.name
1298	self.fill_description(p_model1, p_model2)
1299
1300	## Define parameters
1301	self.params = collections.OrderedDict()
1302
1303	## Parameter details [units, min, max]
1304	self.details = {}
1305	## Magnetic Panrameters
1306	self.magnetic_params = []
1307	# non-fittable parameters
1308	self.non_fittable = p_model1.non_fittable
1309	self.non_fittable += p_model2.non_fittable
1310
1311	##models
1312	self.p_model1= p_model1
1313	self.p_model2= p_model2
1314
1315
1316	## dispersion
1317	self._set_dispersion()
1318	## Define parameters
1319	self._set_params()
1320	## New parameter:scaling_factor
1321	self.params['scale_factor'] = %s
1322
1323	## Parameter details [units, min, max]
1324	self._set_details()
1325	self.details['scale_factor'] = ['', 0.0, numpy.inf]
1326
1327
1328	#list of parameter that can be fitted
1329	self._set_fixed_params()
1330
1331	## parameters with orientation
1332	self.orientation_params = []
1333	for item in self.p_model1.orientation_params:
1334	new_item = "p1_" + item
1335	if not new_item in self.orientation_params:
1336	self.orientation_params.append(new_item)
1337
1338	for item in self.p_model2.orientation_params:
1339	new_item = "p2_" + item
1340	if not new_item in self.orientation_params:
1341	self.orientation_params.append(new_item)
1342	## magnetic params
1343	self.magnetic_params = []
1344	for item in self.p_model1.magnetic_params:
1345	new_item = "p1_" + item
1346	if not new_item in self.magnetic_params:
1347	self.magnetic_params.append(new_item)
1348
1349	for item in self.p_model2.magnetic_params:
1350	new_item = "p2_" + item
1351	if not new_item in self.magnetic_params:
1352	self.magnetic_params.append(new_item)
1353	# get multiplicity if model provide it, else 1.
1354	try:
1355	multiplicity1 = p_model1.multiplicity
1356	try:
1357	multiplicity2 = p_model2.multiplicity
1358	except:
1359	multiplicity2 = 1
1360	except:
1361	multiplicity1 = 1
1362	multiplicity2 = 1
1363	## functional multiplicity of the model
1364	self.multiplicity1 = multiplicity1
1365	self.multiplicity2 = multiplicity2
1366	self.multiplicity_info = []
1367
1368	def _clone(self, obj):
1369	import copy
1370	obj.params = copy.deepcopy(self.params)
1371	obj.description = copy.deepcopy(self.description)
1372	obj.details = copy.deepcopy(self.details)
1373	obj.dispersion = copy.deepcopy(self.dispersion)
1374	obj.p_model1 = self.p_model1.clone()
1375	obj.p_model2 = self.p_model2.clone()
1376	#obj = copy.deepcopy(self)
1377	return obj
1378
1379	def _get_name(self, name1, name2):
1380	p1_name = self._get_upper_name(name1)
1381	if not p1_name:
1382	p1_name = name1
1383	name = p1_name
1384	name += "_and_"
1385	p2_name = self._get_upper_name(name2)
1386	if not p2_name:
1387	p2_name = name2
1388	name += p2_name
1389	return name
1390
1391	def _get_upper_name(self, name=None):
1392	if name is None:
1393	return ""
1394	upper_name = ""
1395	str_name = str(name)
1396	for index in range(len(str_name)):
1397	if str_name[index].isupper():
1398	upper_name += str_name[index]
1399	return upper_name
1400
1401	def _set_dispersion(self):
1402	self.dispersion = collections.OrderedDict()
1403	##set dispersion only from p_model
1404	for name , value in self.p_model1.dispersion.iteritems():
1405	#if name.lower() not in self.p_model1.orientation_params:
1406	new_name = "p1_" + name
1407	self.dispersion[new_name]= value
1408	for name , value in self.p_model2.dispersion.iteritems():
1409	#if name.lower() not in self.p_model2.orientation_params:
1410	new_name = "p2_" + name
1411	self.dispersion[new_name]= value
1412
1413	def function(self, x=0.0):
1414	return 0
1415
1416	def getProfile(self):
1417	try:
1418	x,y = self.p_model1.getProfile()
1419	except:
1420	x = None
1421	y = None
1422
1423	return x, y
1424
1425	def _set_params(self):
1426	for name , value in self.p_model1.params.iteritems():
1427	# No 2D-supported
1428	#if name not in self.p_model1.orientation_params:
1429	new_name = "p1_" + name
1430	self.params[new_name]= value
1431
1432	for name , value in self.p_model2.params.iteritems():
1433	# No 2D-supported
1434	#if name not in self.p_model2.orientation_params:
1435	new_name = "p2_" + name
1436	self.params[new_name]= value
1437
1438	# Set "scale" as initializing
1439	self._set_scale_factor()
1440
1441
1442	def _set_details(self):
1443	for name ,detail in self.p_model1.details.iteritems():
1444	new_name = "p1_" + name
1445	#if new_name not in self.orientation_params:
1446	self.details[new_name]= detail
1447
1448	for name ,detail in self.p_model2.details.iteritems():
1449	new_name = "p2_" + name
1450	#if new_name not in self.orientation_params:
1451	self.details[new_name]= detail
1452
1453	def _set_scale_factor(self):
1454	pass
1455
1456
1457	def setParam(self, name, value):
1458	# set param to this (p1, p2) model
1459	self._setParamHelper(name, value)
1460
1461	## setParam to p model
1462	model_pre = ''
1463	new_name = ''
1464	name_split = name.split('_', 1)
1465	if len(name_split) == 2:
1466	model_pre = name.split('_', 1)[0]
1467	new_name = name.split('_', 1)[1]
1468	if model_pre == "p1":
1469	if new_name in self.p_model1.getParamList():
1470	self.p_model1.setParam(new_name, value)
1471	elif model_pre == "p2":
1472	if new_name in self.p_model2.getParamList():
1473	self.p_model2.setParam(new_name, value)
1474	elif name == 'scale_factor':
1475	self.params['scale_factor'] = value
1476	else:
1477	raise ValueError, "Model does not contain parameter %s" % name
1478
1479	def getParam(self, name):
1480	# Look for dispersion parameters
1481	toks = name.split('.')
1482	if len(toks)==2:
1483	for item in self.dispersion.keys():
1484	# 2D not supported
1485	if item.lower()==toks[0].lower():
1486	for par in self.dispersion[item]:
1487	if par.lower() == toks[1].lower():
1488	return self.dispersion[item][par]
1489	else:
1490	# Look for standard parameter
1491	for item in self.params.keys():
1492	if item.lower()==name.lower():
1493	return self.params[item]
1494	return
1495	#raise ValueError, "Model does not contain parameter %s" % name
1496
1497	def _setParamHelper(self, name, value):
1498	# Look for dispersion parameters
1499	toks = name.split('.')
1500	if len(toks)== 2:
1501	for item in self.dispersion.keys():
1502	if item.lower()== toks[0].lower():
1503	for par in self.dispersion[item]:
1504	if par.lower() == toks[1].lower():
1505	self.dispersion[item][par] = value
1506	return
1507	else:
1508	# Look for standard parameter
1509	for item in self.params.keys():
1510	if item.lower()== name.lower():
1511	self.params[item] = value
1512	return
1513
1514	raise ValueError, "Model does not contain parameter %s" % name
1515
1516
1517	def _set_fixed_params(self):
1518	self.fixed = []
1519	for item in self.p_model1.fixed:
1520	new_item = "p1" + item
1521	self.fixed.append(new_item)
1522	for item in self.p_model2.fixed:
1523	new_item = "p2" + item
1524	self.fixed.append(new_item)
1525
1526	self.fixed.sort()
1527
1528
1529	def run(self, x = 0.0):
1530	self._set_scale_factor()
1531	return self.params['scale_factor'] %s \
1532	(self.p_model1.run(x) %s self.p_model2.run(x))
1533
1534	def runXY(self, x = 0.0):
1535	self._set_scale_factor()
1536	return self.params['scale_factor'] %s \
1537	(self.p_model1.runXY(x) %s self.p_model2.runXY(x))
1538
1539	## Now (May27,10) directly uses the model eval function
1540	## instead of the for-loop in Base Component.
1541	def evalDistribution(self, x = []):
1542	self._set_scale_factor()
1543	return self.params['scale_factor'] %s \
1544	(self.p_model1.evalDistribution(x) %s \
1545	self.p_model2.evalDistribution(x))
1546
1547	def set_dispersion(self, parameter, dispersion):
1548	value= None
1549	new_pre = parameter.split("_", 1)[0]
1550	new_parameter = parameter.split("_", 1)[1]
1551	try:
1552	if new_pre == 'p1' and \
1553	new_parameter in self.p_model1.dispersion.keys():
1554	value= self.p_model1.set_dispersion(new_parameter, dispersion)
1555	if new_pre == 'p2' and \
1556	new_parameter in self.p_model2.dispersion.keys():
1557	value= self.p_model2.set_dispersion(new_parameter, dispersion)
1558	self._set_dispersion()
1559	return value
1560	except:
1561	raise
1562
1563	def fill_description(self, p_model1, p_model2):
1564	description = ""
1565	description += "This model gives the summation or multiplication of"
1566	description += "%s and %s. "% ( p_model1.name, p_model2.name )
1567	self.description += description
1568
1569	if __name__ == "__main__":
1570	m1= Model()
1571	#m1.setParam("p1_scale", 25)
1572	#m1.setParam("p1_length", 1000)
1573	#m1.setParam("p2_scale", 100)
1574	#m1.setParam("p2_rg", 100)
1575	out1 = m1.runXY(0.01)
1576
1577	m2= Model()
1578	#m2.p_model1.setParam("scale", 25)
1579	#m2.p_model1.setParam("length", 1000)
1580	#m2.p_model2.setParam("scale", 100)
1581	#m2.p_model2.setParam("rg", 100)
1582	out2 = m2.p_model1.runXY(0.01) %s m2.p_model2.runXY(0.01)\n
1583	print "My name is %s."% m1.name
1584	print out1, " = ", out2
1585	if out1 == out2:
1586	print "===> Simple Test: Passed!"
1587	else:
1588	print "===> Simple Test: Failed!"
1589	"""
1590
1591	if __name__ == "__main__":
1592	# app = wx.PySimpleApp()
1593	main_app = wx.App()
1594	main_frame = TextDialog(id=1, model_list=["SphereModel", "CylinderModel"],
1595	plugin_dir='../fitting/plugin_models')
1596	main_frame.ShowModal()
1597	main_app.MainLoop()
1598
1599	#if __name__ == "__main__":
1600	# from sas.sasgui.perspectives.fitting import models
1601	# dir_path = models.find_plugins_dir()
1602	# app = wx.App()
1603	# window = EditorWindow(parent=None, base=None, path=dir_path, title="Editor")
1604	# app.MainLoop()

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SasView

source: sasview/src/sas/sasgui/perspectives/calculator/model_editor.py @ 444a657

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