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# $Id$ |
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gross |
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""" |
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Environment for implementing models in escript |
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@var __author__: name of author |
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@var __copyright__: copyrights |
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@var __license__: licence agreement |
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@var __url__: url entry point on documentation |
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@var __version__: version |
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@var __date__: date of the version |
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""" |
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__author__="Lutz Gross, l.gross@uq.edu.au" |
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elspeth |
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__copyright__=""" Copyright (c) 2006 by ACcESS MNRF |
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http://www.access.edu.au |
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Primary Business: Queensland, Australia""" |
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elspeth |
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__license__="""Licensed under the Open Software License version 3.0 |
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http://www.opensource.org/licenses/osl-3.0.php""" |
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gross |
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__url__="http://www.iservo.edu.au/esys" |
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__version__="$Revision$" |
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__date__="$Date$" |
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elspeth |
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|
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gross |
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|
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from types import StringType,IntType,FloatType,BooleanType,ListType,DictType |
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from sys import stdout |
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elspeth |
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import numarray |
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import operator |
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import itertools |
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# import modellib temporarily removed!!! |
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|
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# import the 'set' module if it's not defined (python2.3/2.4 difference) |
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try: |
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set |
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except NameError: |
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from sets import Set as set |
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from xml.dom import minidom |
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|
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def dataNode(document, tagName, data): |
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""" |
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C{dataNode}s are the building blocks of the xml documents constructed in |
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this module. |
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@param document: the current xml document |
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@param tagName: the associated xml tag |
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@param data: the values in the tag |
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""" |
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t = document.createTextNode(str(data)) |
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n = document.createElement(tagName) |
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n.appendChild(t) |
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return n |
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|
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def esysDoc(): |
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""" |
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Global method for creating an instance of an EsysXML document. |
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""" |
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doc = minidom.Document() |
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esys = doc.createElement('ESys') |
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doc.appendChild(esys) |
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return doc, esys |
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def all(seq): |
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for x in seq: |
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if not x: |
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return False |
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return True |
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def any(seq): |
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for x in seq: |
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if x: |
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return True |
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return False |
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LinkableObjectRegistry = {} |
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def registerLinkableObject(obj_id, o): |
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LinkableObjectRegistry[obj_id] = o |
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LinkRegistry = [] |
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def registerLink(obj_id, l): |
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LinkRegistry.append((obj_id,l)) |
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def parse(xml): |
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""" |
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Generic parse method for EsysXML. Without this, Links don't work. |
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""" |
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global LinkRegistry, LinkableObjectRegistry |
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LinkRegistry = [] |
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LinkableObjectRegistry = {} |
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doc = minidom.parseString(xml) |
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sim = getComponent(doc.firstChild) |
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for obj_id, link in LinkRegistry: |
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link.target = LinkableObjectRegistry[obj_id] |
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return sim |
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def importName(modulename, name): |
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""" Import a named object from a module in the context of this function, |
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which means you should use fully qualified module paths. |
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Return None on failure. |
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This function from: http://aspn.activestate.com/ASPN/Cookbook/Python/Recipe/52241 |
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""" |
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module = __import__(modulename, globals(), locals(), [name]) |
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try: |
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return vars(module)[name] |
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except KeyError: |
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raise ImportError("Could not import %s from %s" % (name, modulename)) |
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def getComponent(doc): |
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""" |
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Used to get components of Simualtions, Models. |
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""" |
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for node in doc.childNodes: |
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|
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if isinstance(node, minidom.Element): |
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if node.tagName == 'Simulation': |
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if node.getAttribute("type") == 'Simulation': |
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return Simulation.fromDom(node) |
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if node.tagName == 'Model': |
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if (node.getAttribute("module")): |
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model_module = node.getAttribute("module") |
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model_type = node.getAttribute("type") |
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return importName(model_module, model_type).fromDom(node) |
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else: |
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model_type = node.getAttribute("type") |
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model_subclasses = Model.__subclasses__() |
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for model in model_subclasses: |
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if model_type == model.__name__: |
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return Model.fromDom(node) |
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if node.tagName == 'ParameterSet': |
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parameter_type = node.getAttribute("type") |
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return ParameterSet.fromDom(node) |
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raise "Invalid simulation type, %r" % node.getAttribute("type") |
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raise ValueError("No Simulation Found") |
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class Link: |
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""" |
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A Link makes an attribute of an object callable:: |
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o.object() |
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o.a=8 |
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l=Link(o,"a") |
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assert l()==8 |
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""" |
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def __init__(self,target,attribute=None): |
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""" |
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Creates a link to the object target. If attribute is given, the link is |
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establised to this attribute of the target. Otherwise the attribute is |
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undefined. |
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""" |
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self.target = target |
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self.attribute = None |
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self.setAttributeName(attribute) |
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def setAttributeName(self,attribute): |
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""" |
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Set a new attribute name to be collected from the target object. The |
168 |
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target object must have the attribute with name attribute. |
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""" |
170 |
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if attribute and self.target: |
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if isinstance(self.target,LinkableObject): |
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if not self.target.hasAttribute(attribute): |
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raise AttributeError("%s: target %s has no attribute %s."%(self, self.target, attribute)) |
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else: |
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if not hasattr(self.target,attribute): |
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raise AttributeError("%s: target %s has no attribute %s."%(self, self.target, attribute)) |
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self.attribute = attribute |
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def hasDefinedAttributeName(self): |
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""" |
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Returns true if an attribute name is set. |
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""" |
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return self.attribute != None |
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def __repr__(self): |
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""" |
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Returns a string representation of the link. |
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""" |
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if self.hasDefinedAttributeName(): |
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return "<Link to attribute %s of %s>" % (self.attribute, self.target) |
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else: |
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return "<Link to target %s>" % self.target |
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def __call__(self,name=None): |
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""" |
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Returns the value of the attribute of the target object. If the |
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atrribute is callable then the return value of the call is returned. |
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""" |
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if name: |
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out=getattr(self.target, name) |
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else: |
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out=getattr(self.target, self.attribute) |
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|
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if callable(out): |
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return out() |
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else: |
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return out |
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|
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def toDom(self, document, node): |
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""" |
211 |
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C{toDom} method of Link. Creates a Link node and appends it to the |
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current XML document. |
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""" |
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link = document.createElement('Link') |
215 |
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assert (self.target != None), ("Target was none, name was %r" % self.attribute) |
216 |
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link.appendChild(dataNode(document, 'Target', self.target.id)) |
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# this use of id will not work for purposes of being able to retrieve the intended |
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# target from the xml later. I need a better unique identifier. |
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assert self.attribute, "You can't xmlify a Link without a target attribute" |
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link.appendChild(dataNode(document, 'Attribute', self.attribute)) |
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node.appendChild(link) |
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|
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def fromDom(cls, doc): |
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targetid = doc.getElementsByTagName("Target")[0].firstChild.nodeValue.strip() |
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attribute = doc.getElementsByTagName("Attribute")[0].firstChild.nodeValue.strip() |
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l = cls(None, attribute) |
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registerLink(targetid, l) |
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return l |
229 |
jgs |
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|
230 |
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fromDom = classmethod(fromDom) |
231 |
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|
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def writeXML(self,ostream=stdout): |
233 |
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""" |
234 |
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Writes an XML representation of self to the output stream ostream. |
235 |
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If ostream is nor present the standart output stream is used. If |
236 |
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esysheader==True the esys XML header is written |
237 |
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""" |
238 |
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147 |
print 'I got to the Link writeXML method' |
239 |
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123 |
document, rootnode = esysDoc() |
240 |
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self.toDom(document, rootnode) |
241 |
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ostream.write(document.toprettyxml()) |
243 |
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|
244 |
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122 |
class LinkableObject(object): |
245 |
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""" |
246 |
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An object that allows to link its attributes to attributes of other objects |
247 |
jgs |
149 |
via a Link object. For instance:: |
248 |
jgs |
123 |
|
249 |
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p = LinkableObject() |
250 |
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p.x = Link(o,"name") |
251 |
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print p.x |
252 |
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|
253 |
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links attribute C{x} of C{p} to the attribute name of object C{o}. |
254 |
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|
255 |
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C{p.x} will contain the current value of attribute C{name} of object |
256 |
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C{o}. |
257 |
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|
258 |
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If the value of C{getattr(o, "name")} is callable, C{p.x} will return |
259 |
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the return value of the call. |
260 |
jgs |
123 |
""" |
261 |
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|
262 |
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number_sequence = itertools.count(100) |
263 |
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|
264 |
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def __init__(self, debug=False): |
265 |
jgs |
149 |
""" |
266 |
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Initializes LinkableObject so that we can operate on Links |
267 |
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""" |
268 |
jgs |
123 |
self.debug = debug |
269 |
|
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self.__linked_attributes={} |
270 |
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self.id = self.number_sequence.next() |
271 |
jgs |
149 |
registerLinkableObject(self.id, self) |
272 |
jgs |
123 |
|
273 |
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def trace(self, msg): |
274 |
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""" |
275 |
jgs |
149 |
If debugging is on, print the message, otherwise do nothing |
276 |
|
|
""" |
277 |
jgs |
123 |
if self.debug: |
278 |
jgs |
147 |
print "%s: %s"%(str(self),msg) |
279 |
jgs |
123 |
|
280 |
|
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def __getattr__(self,name): |
281 |
jgs |
149 |
""" |
282 |
|
|
Returns the value of attribute name. If the value is a Link object the |
283 |
|
|
object is called and the return value is returned. |
284 |
|
|
""" |
285 |
jgs |
123 |
out = self.getAttributeObject(name) |
286 |
|
|
if isinstance(out,Link): |
287 |
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return out() |
288 |
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else: |
289 |
|
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return out |
290 |
|
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|
291 |
|
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def getAttributeObject(self,name): |
292 |
jgs |
149 |
""" |
293 |
|
|
Return the object stored for attribute name. |
294 |
|
|
""" |
295 |
jgs |
123 |
|
296 |
|
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if self.__dict__.has_key(name): |
297 |
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return self.__dict__[name] |
298 |
|
|
|
299 |
|
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if self.__linked_attributes.has_key(name): |
300 |
|
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return self.__linked_attributes[name] |
301 |
|
|
|
302 |
jgs |
147 |
if self.__class__.__dict__.has_key(name): |
303 |
|
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return self.__class.__dict__[name] |
304 |
|
|
|
305 |
jgs |
123 |
raise AttributeError,"No attribute %s."%name |
306 |
|
|
|
307 |
jgs |
147 |
def hasAttribute(self,name): |
308 |
jgs |
149 |
""" |
309 |
|
|
Returns True if self as attribute name. |
310 |
|
|
""" |
311 |
jgs |
147 |
return self.__dict__.has_key(name) or self.__linked_attributes.has_key(name) or self.__class__.__dict__.has_key(name) |
312 |
|
|
|
313 |
jgs |
123 |
def __setattr__(self,name,value): |
314 |
jgs |
149 |
""" |
315 |
|
|
Sets the value for attribute name. If value is a Link the target |
316 |
|
|
attribute is set to name if no attribute has been specified. |
317 |
|
|
""" |
318 |
jgs |
123 |
|
319 |
|
|
if self.__dict__.has_key(name): |
320 |
|
|
del self.__dict__[name] |
321 |
|
|
|
322 |
|
|
if isinstance(value,Link): |
323 |
|
|
if not value.hasDefinedAttributeName(): |
324 |
|
|
value.setAttributeName(name) |
325 |
|
|
self.__linked_attributes[name] = value |
326 |
|
|
|
327 |
jgs |
147 |
self.trace("attribute %s is now linked by %s."%(name,value)) |
328 |
jgs |
123 |
else: |
329 |
|
|
self.__dict__[name] = value |
330 |
|
|
|
331 |
|
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def __delattr__(self,name): |
332 |
jgs |
149 |
""" |
333 |
|
|
Removes the attribute name. |
334 |
|
|
""" |
335 |
jgs |
123 |
|
336 |
|
|
if self.__linked_attributes.has_key[name]: |
337 |
|
|
del self.__linked_attributes[name] |
338 |
|
|
elif self.__dict__.has_key(name): |
339 |
|
|
del self.__dict__[name] |
340 |
|
|
else: |
341 |
|
|
raise AttributeError,"No attribute %s."%name |
342 |
|
|
|
343 |
jgs |
122 |
class _ParameterIterator: |
344 |
jgs |
123 |
def __init__(self,parameterset): |
345 |
jgs |
121 |
|
346 |
jgs |
123 |
self.__set=parameterset |
347 |
|
|
self.__iter=iter(parameterset.parameters) |
348 |
|
|
|
349 |
|
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def next(self): |
350 |
|
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o=self.__iter.next() |
351 |
|
|
return (o,self.__set.getAttributeObject(o)) |
352 |
|
|
|
353 |
|
|
def __iter__(self): |
354 |
|
|
return self |
355 |
|
|
|
356 |
jgs |
122 |
class ParameterSet(LinkableObject): |
357 |
jgs |
149 |
""" |
358 |
|
|
A class which allows to emphazise attributes to be written and read to XML |
359 |
jgs |
123 |
|
360 |
jgs |
149 |
Leaves of an ESySParameters object can be: |
361 |
jgs |
123 |
|
362 |
jgs |
149 |
- a real number |
363 |
|
|
- a integer number |
364 |
|
|
- a string |
365 |
|
|
- a boolean value |
366 |
|
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- a ParameterSet object |
367 |
|
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- a Simulation object |
368 |
|
|
- a Model object |
369 |
|
|
- any other object (not considered by writeESySXML and writeXML) |
370 |
jgs |
123 |
|
371 |
jgs |
149 |
Example how to create an ESySParameters object:: |
372 |
jgs |
123 |
|
373 |
jgs |
149 |
p11=ParameterSet(gamma1=1.,gamma2=2.,gamma3=3.) |
374 |
|
|
p1=ParameterSet(dim=2,tol_v=0.001,output_file="/tmp/u.%3.3d.dx",runFlag=True,parm11=p11) |
375 |
|
|
parm=ParameterSet(parm1=p1,parm2=ParameterSet(alpha=Link(p11,"gamma1"))) |
376 |
jgs |
123 |
|
377 |
jgs |
149 |
This can be accessed as:: |
378 |
jgs |
123 |
|
379 |
jgs |
149 |
parm.parm1.gamma=0. |
380 |
|
|
parm.parm1.dim=2 |
381 |
|
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parm.parm1.tol_v=0.001 |
382 |
|
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parm.parm1.output_file="/tmp/u.%3.3d.dx" |
383 |
|
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parm.parm1.runFlag=True |
384 |
|
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parm.parm1.parm11.gamma1=1. |
385 |
|
|
parm.parm1.parm11.gamma2=2. |
386 |
|
|
parm.parm1.parm11.gamma3=3. |
387 |
|
|
parm.parm2.alpha=1. (value of parm.parm1.parm11.gamma1) |
388 |
jgs |
123 |
""" |
389 |
|
|
def __init__(self, parameters=[], **kwargs): |
390 |
jgs |
149 |
""" |
391 |
|
|
Creates a ParameterSet with parameters parameters. |
392 |
|
|
""" |
393 |
jgs |
123 |
LinkableObject.__init__(self, **kwargs) |
394 |
|
|
self.parameters = set() |
395 |
|
|
self.declareParameters(parameters) |
396 |
jgs |
147 |
|
397 |
|
|
def __repr__(self): |
398 |
|
|
return "<%s %r>" % (self.__class__.__name__, |
399 |
|
|
[(p, getattr(self, p, None)) for p in self.parameters]) |
400 |
jgs |
123 |
|
401 |
|
|
def declareParameter(self,**parameters): |
402 |
jgs |
149 |
""" |
403 |
|
|
Declares a new parameter(s) and its (their) initial value. |
404 |
|
|
""" |
405 |
jgs |
123 |
self.declareParameters(parameters) |
406 |
|
|
|
407 |
|
|
def declareParameters(self,parameters): |
408 |
jgs |
149 |
""" |
409 |
|
|
Declares a set of parameters. parameters can be a list, a dictionary |
410 |
|
|
or a ParameterSet. |
411 |
|
|
""" |
412 |
jgs |
123 |
if isinstance(parameters,ListType): |
413 |
|
|
parameters = zip(parameters, itertools.repeat(None)) |
414 |
|
|
if isinstance(parameters,DictType): |
415 |
|
|
parameters = parameters.iteritems() |
416 |
jgs |
121 |
|
417 |
jgs |
123 |
for prm, value in parameters: |
418 |
|
|
setattr(self,prm,value) |
419 |
|
|
self.parameters.add(prm) |
420 |
jgs |
121 |
|
421 |
jgs |
147 |
self.trace("parameter %s has been declared."%prm) |
422 |
jgs |
121 |
|
423 |
jgs |
123 |
def releaseParameters(self,name): |
424 |
jgs |
149 |
""" |
425 |
|
|
Removes parameter name from the paramameters. |
426 |
|
|
""" |
427 |
jgs |
123 |
if self.isParameter(name): |
428 |
|
|
self.parameters.remove(name) |
429 |
jgs |
147 |
self.trace("parameter %s has been removed."%name) |
430 |
jgs |
123 |
|
431 |
|
|
def __iter__(self): |
432 |
jgs |
149 |
""" |
433 |
|
|
Creates an iterator over the parameter and their values. |
434 |
|
|
""" |
435 |
jgs |
123 |
return _ParameterIterator(self) |
436 |
|
|
|
437 |
|
|
def showParameters(self): |
438 |
jgs |
149 |
""" |
439 |
|
|
Returns a descrition of the parameters. |
440 |
|
|
""" |
441 |
jgs |
123 |
out="{" |
442 |
|
|
notfirst=False |
443 |
|
|
for i,v in self: |
444 |
|
|
if notfirst: out=out+"," |
445 |
|
|
notfirst=True |
446 |
|
|
if isinstance(v,ParameterSet): |
447 |
|
|
out="%s\"%s\" : %s"%(out,i,v.showParameters()) |
448 |
|
|
else: |
449 |
|
|
out="%s\"%s\" : %s"%(out,i,v) |
450 |
|
|
return out+"}" |
451 |
|
|
|
452 |
|
|
def __delattr__(self,name): |
453 |
jgs |
149 |
""" |
454 |
|
|
Removes the attribute name. |
455 |
|
|
""" |
456 |
jgs |
123 |
LinkableObject.__delattr__(self,name) |
457 |
|
|
try: |
458 |
|
|
self.releaseParameter(name) |
459 |
|
|
except: |
460 |
|
|
pass |
461 |
jgs |
121 |
|
462 |
jgs |
123 |
def toDom(self, document, node): |
463 |
jgs |
149 |
""" |
464 |
|
|
C{toDom} method of ParameterSet class. |
465 |
|
|
""" |
466 |
jgs |
123 |
pset = document.createElement('ParameterSet') |
467 |
|
|
node.appendChild(pset) |
468 |
|
|
self._parametersToDom(document, pset) |
469 |
jgs |
121 |
|
470 |
jgs |
123 |
def _parametersToDom(self, document, node): |
471 |
elspeth |
282 |
node.setAttribute('id', str(self.id)) |
472 |
|
|
node.setIdAttribute("id") |
473 |
jgs |
123 |
for name,value in self: |
474 |
|
|
param = document.createElement('Parameter') |
475 |
|
|
param.setAttribute('type', value.__class__.__name__) |
476 |
jgs |
121 |
|
477 |
jgs |
123 |
param.appendChild(dataNode(document, 'Name', name)) |
478 |
jgs |
121 |
|
479 |
jgs |
123 |
val = document.createElement('Value') |
480 |
|
|
|
481 |
|
|
if isinstance(value,ParameterSet): |
482 |
|
|
value.toDom(document, val) |
483 |
|
|
param.appendChild(val) |
484 |
|
|
elif isinstance(value, Link): |
485 |
|
|
value.toDom(document, val) |
486 |
|
|
param.appendChild(val) |
487 |
elspeth |
871 |
elif isinstance(value, numarray.NumArray): |
488 |
|
|
shape = value.getshape() |
489 |
|
|
if isinstance(shape, tuple): |
490 |
|
|
size = reduce(operator.mul, shape) |
491 |
|
|
shape = ' '.join(map(str, shape)) |
492 |
|
|
else: |
493 |
|
|
size = shape |
494 |
|
|
shape = str(shape) |
495 |
|
|
|
496 |
|
|
arraytype = value.type() |
497 |
|
|
val.appendChild(dataNode(document, 'ArrayType', str(arraytype))) |
498 |
|
|
val.appendChild(dataNode(document, 'Shape', shape)) |
499 |
|
|
val.appendChild(dataNode(document, 'Data', ' '.join( |
500 |
|
|
[str(x) for x in numarray.reshape(value, size)]))) |
501 |
|
|
param.appendChild(val) |
502 |
jgs |
123 |
elif isinstance(value,StringType): |
503 |
|
|
param.appendChild(dataNode(document, 'Value', value)) |
504 |
|
|
else: |
505 |
|
|
param.appendChild(dataNode(document, 'Value', str(value))) |
506 |
|
|
|
507 |
|
|
node.appendChild(param) |
508 |
|
|
|
509 |
|
|
def fromDom(cls, doc): |
510 |
|
|
|
511 |
|
|
# Define a host of helper functions to assist us. |
512 |
|
|
def _children(node): |
513 |
|
|
""" |
514 |
jgs |
149 |
Remove the empty nodes from the children of this node. |
515 |
jgs |
123 |
""" |
516 |
elspeth |
871 |
ret = [] |
517 |
|
|
for x in node.childNodes: |
518 |
|
|
if isinstance(x, minidom.Text): |
519 |
|
|
if x.nodeValue.strip(): |
520 |
|
|
ret.append(x) |
521 |
|
|
else: |
522 |
|
|
ret.append(x) |
523 |
|
|
return ret |
524 |
jgs |
123 |
|
525 |
|
|
def _floatfromValue(doc): |
526 |
|
|
return float(doc.nodeValue.strip()) |
527 |
|
|
|
528 |
|
|
def _stringfromValue(doc): |
529 |
|
|
return str(doc.nodeValue.strip()) |
530 |
jgs |
126 |
|
531 |
|
|
def _intfromValue(doc): |
532 |
|
|
return int(doc.nodeValue.strip()) |
533 |
|
|
|
534 |
|
|
def _boolfromValue(doc): |
535 |
|
|
return bool(doc.nodeValue.strip()) |
536 |
elspeth |
266 |
|
537 |
|
|
def _nonefromValue(doc): |
538 |
|
|
return None |
539 |
elspeth |
871 |
|
540 |
|
|
def _numarrayfromValue(doc): |
541 |
|
|
for node in doc: |
542 |
|
|
if node.tagName == 'ArrayType': |
543 |
|
|
arraytype = node.firstChild.nodeValue.strip() |
544 |
|
|
if node.tagName == 'Shape': |
545 |
|
|
shape = node.firstChild.nodeValue.strip() |
546 |
|
|
shape = [int(x) for x in shape.split()] |
547 |
|
|
if node.tagName == 'Data': |
548 |
|
|
data = node.firstChild.nodeValue.strip() |
549 |
|
|
data = [float(x) for x in data.split()] |
550 |
|
|
return numarray.reshape(numarray.array(data, type=getattr(numarray, arraytype)), |
551 |
|
|
shape) |
552 |
jgs |
126 |
|
553 |
jgs |
123 |
# Mapping from text types in the xml to methods used to process trees of that type |
554 |
|
|
ptypemap = {"Simulation": Simulation.fromDom, |
555 |
|
|
"Model":Model.fromDom, |
556 |
|
|
"ParameterSet":ParameterSet.fromDom, |
557 |
|
|
"Link":Link.fromDom, |
558 |
|
|
"float":_floatfromValue, |
559 |
jgs |
126 |
"int":_intfromValue, |
560 |
jgs |
123 |
"str":_stringfromValue, |
561 |
elspeth |
269 |
"bool":_boolfromValue, |
562 |
elspeth |
871 |
"NoneType":_nonefromValue, |
563 |
jgs |
123 |
} |
564 |
|
|
|
565 |
jgs |
147 |
# print doc.toxml() |
566 |
|
|
|
567 |
jgs |
123 |
parameters = {} |
568 |
|
|
for node in _children(doc): |
569 |
|
|
ptype = node.getAttribute("type") |
570 |
|
|
|
571 |
|
|
pname = pvalue = None |
572 |
|
|
for childnode in _children(node): |
573 |
|
|
|
574 |
|
|
if childnode.tagName == "Name": |
575 |
|
|
pname = childnode.firstChild.nodeValue.strip() |
576 |
|
|
|
577 |
|
|
if childnode.tagName == "Value": |
578 |
|
|
nodes = _children(childnode) |
579 |
elspeth |
871 |
if ptype == 'NumArray': |
580 |
|
|
pvalue = _numarrayfromValue(nodes) |
581 |
|
|
else: |
582 |
|
|
pvalue = ptypemap[ptype](nodes[0]) |
583 |
jgs |
123 |
|
584 |
|
|
parameters[pname] = pvalue |
585 |
|
|
|
586 |
|
|
# Create the instance of ParameterSet |
587 |
|
|
o = cls() |
588 |
|
|
o.declareParameters(parameters) |
589 |
|
|
registerLinkableObject(doc.getAttribute("id"), o) |
590 |
|
|
return o |
591 |
|
|
|
592 |
|
|
fromDom = classmethod(fromDom) |
593 |
|
|
|
594 |
|
|
def writeXML(self,ostream=stdout): |
595 |
jgs |
149 |
""" |
596 |
|
|
Writes the object as an XML object into an output stream. |
597 |
|
|
""" |
598 |
jgs |
123 |
# ParameterSet(d) with d[Name]=Value |
599 |
|
|
document, node = esysDoc() |
600 |
|
|
self.toDom(document, node) |
601 |
|
|
ostream.write(document.toprettyxml()) |
602 |
|
|
|
603 |
jgs |
147 |
class Model(ParameterSet): |
604 |
|
|
""" |
605 |
jgs |
149 |
A Model object represents a processess marching over time until a |
606 |
|
|
finalizing condition is fullfilled. At each time step an iterative |
607 |
|
|
process can be performed and the time step size can be controlled. A |
608 |
|
|
Model has the following work flow:: |
609 |
jgs |
121 |
|
610 |
jgs |
147 |
doInitialization() |
611 |
|
|
while not finalize(): |
612 |
|
|
dt=getSafeTimeStepSize(dt) |
613 |
|
|
doStepPreprocessing(dt) |
614 |
|
|
while not terminateIteration(): doStep(dt) |
615 |
|
|
doStepPostprocessing(dt) |
616 |
|
|
doFinalization() |
617 |
jgs |
121 |
|
618 |
jgs |
149 |
where C{doInitialization}, C{finalize}, C{getSafeTimeStepSize}, |
619 |
|
|
C{doStepPreprocessing}, C{terminateIteration}, C{doStepPostprocessing}, |
620 |
|
|
C{doFinalization} are methods of the particular instance of a Model. The |
621 |
|
|
default implementations of these methods have to be overwritten by the |
622 |
|
|
subclass implementing a Model. |
623 |
jgs |
147 |
""" |
624 |
jgs |
121 |
|
625 |
jgs |
147 |
UNDEF_DT=1.e300 |
626 |
jgs |
121 |
|
627 |
jgs |
147 |
def __init__(self,parameters=[],**kwarg): |
628 |
jgs |
149 |
""" |
629 |
|
|
Creates a model. |
630 |
jgs |
121 |
|
631 |
jgs |
149 |
Just calls the parent constructor. |
632 |
jgs |
147 |
""" |
633 |
|
|
ParameterSet.__init__(self, parameters=parameters,**kwarg) |
634 |
jgs |
121 |
|
635 |
jgs |
147 |
def __str__(self): |
636 |
|
|
return "<%s %d>"%(self.__class__,id(self)) |
637 |
jgs |
121 |
|
638 |
jgs |
147 |
def toDom(self, document, node): |
639 |
jgs |
149 |
""" |
640 |
|
|
C{toDom} method of Model class |
641 |
|
|
""" |
642 |
jgs |
147 |
pset = document.createElement('Model') |
643 |
|
|
pset.setAttribute('type', self.__class__.__name__) |
644 |
jgs |
150 |
if not self.__class__.__module__.startswith('esys.escript'): |
645 |
|
|
pset.setAttribute('module', self.__class__.__module__) |
646 |
jgs |
147 |
node.appendChild(pset) |
647 |
|
|
self._parametersToDom(document, pset) |
648 |
jgs |
121 |
|
649 |
jgs |
147 |
def doInitialization(self): |
650 |
jgs |
149 |
""" |
651 |
|
|
Initializes the time stepping scheme. |
652 |
|
|
|
653 |
|
|
This function may be overwritten. |
654 |
|
|
""" |
655 |
jgs |
147 |
pass |
656 |
|
|
|
657 |
|
|
def getSafeTimeStepSize(self,dt): |
658 |
jgs |
149 |
""" |
659 |
|
|
Returns a time step size which can safely be used. |
660 |
|
|
|
661 |
|
|
C{dt} gives the previously used step size. |
662 |
|
|
|
663 |
|
|
This function may be overwritten. |
664 |
|
|
""" |
665 |
jgs |
147 |
return self.UNDEF_DT |
666 |
|
|
|
667 |
|
|
def finalize(self): |
668 |
jgs |
149 |
""" |
669 |
|
|
Returns False if the time stepping is finalized. |
670 |
|
|
|
671 |
|
|
This function may be overwritten. |
672 |
|
|
""" |
673 |
jgs |
147 |
return False |
674 |
jgs |
123 |
|
675 |
jgs |
147 |
def doFinalization(self): |
676 |
jgs |
149 |
""" |
677 |
|
|
Finalizes the time stepping. |
678 |
|
|
|
679 |
|
|
This function may be overwritten. |
680 |
|
|
""" |
681 |
jgs |
147 |
pass |
682 |
|
|
|
683 |
|
|
def doStepPreprocessing(self,dt): |
684 |
jgs |
149 |
""" |
685 |
|
|
Sets up a time step of step size dt. |
686 |
|
|
|
687 |
|
|
This function may be overwritten. |
688 |
|
|
""" |
689 |
jgs |
147 |
pass |
690 |
|
|
|
691 |
|
|
def doStep(self,dt): |
692 |
jgs |
149 |
""" |
693 |
|
|
Executes an iteration step at a time step. |
694 |
|
|
|
695 |
|
|
C{dt} is the currently used time step size. |
696 |
|
|
|
697 |
|
|
This function may be overwritten. |
698 |
|
|
""" |
699 |
jgs |
147 |
pass |
700 |
|
|
|
701 |
|
|
def terminateIteration(self): |
702 |
jgs |
149 |
""" |
703 |
|
|
Returns True if iteration on a time step is terminated. |
704 |
|
|
""" |
705 |
jgs |
147 |
return True |
706 |
|
|
|
707 |
|
|
def doStepPostprocessing(self,dt): |
708 |
jgs |
149 |
""" |
709 |
|
|
Finalalizes the time step. |
710 |
|
|
|
711 |
|
|
dt is the currently used time step size. |
712 |
|
|
|
713 |
|
|
This function may be overwritten. |
714 |
|
|
""" |
715 |
jgs |
147 |
pass |
716 |
|
|
|
717 |
|
|
def writeXML(self, ostream=stdout): |
718 |
|
|
document, node = esysDoc() |
719 |
|
|
self.toDom(document, node) |
720 |
|
|
ostream.write(document.toprettyxml()) |
721 |
|
|
|
722 |
jgs |
121 |
|
723 |
jgs |
147 |
class Simulation(Model): |
724 |
|
|
""" |
725 |
jgs |
149 |
A Simulation object is special Model which runs a sequence of Models. |
726 |
jgs |
121 |
|
727 |
jgs |
149 |
The methods C{doInitialization}, C{finalize}, C{getSafeTimeStepSize}, |
728 |
|
|
C{doStepPreprocessing}, C{terminateIteration}, C{doStepPostprocessing}, |
729 |
|
|
C{doFinalization} are executing the corresponding methods of the models in |
730 |
|
|
the simulation. |
731 |
jgs |
147 |
""" |
732 |
|
|
|
733 |
|
|
FAILED_TIME_STEPS_MAX=20 |
734 |
|
|
MAX_ITER_STEPS=50 |
735 |
gross |
836 |
MAX_CHANGE_OF_DT=2. |
736 |
jgs |
147 |
|
737 |
|
|
def __init__(self, models=[], **kwargs): |
738 |
jgs |
149 |
""" |
739 |
|
|
Initiates a simulation from a list of models. |
740 |
|
|
""" |
741 |
jgs |
147 |
Model.__init__(self, **kwargs) |
742 |
|
|
self.__models=[] |
743 |
jgs |
149 |
|
744 |
jgs |
147 |
for i in range(len(models)): |
745 |
|
|
self[i] = models[i] |
746 |
jgs |
149 |
|
747 |
jgs |
121 |
|
748 |
jgs |
147 |
def __repr__(self): |
749 |
|
|
""" |
750 |
jgs |
149 |
Returns a string representation of the Simulation. |
751 |
jgs |
147 |
""" |
752 |
|
|
return "<Simulation %r>" % self.__models |
753 |
jgs |
121 |
|
754 |
jgs |
147 |
def __str__(self): |
755 |
|
|
""" |
756 |
jgs |
149 |
Returning Simulation as a string. |
757 |
jgs |
147 |
""" |
758 |
|
|
return "<Simulation %d>"%id(self) |
759 |
|
|
|
760 |
|
|
def iterModels(self): |
761 |
jgs |
149 |
""" |
762 |
|
|
Returns an iterator over the models. |
763 |
|
|
""" |
764 |
jgs |
147 |
return self.__models |
765 |
|
|
|
766 |
|
|
def __getitem__(self,i): |
767 |
jgs |
149 |
""" |
768 |
|
|
Returns the i-th model. |
769 |
|
|
""" |
770 |
jgs |
147 |
return self.__models[i] |
771 |
|
|
|
772 |
|
|
def __setitem__(self,i,value): |
773 |
jgs |
149 |
""" |
774 |
|
|
Sets the i-th model. |
775 |
|
|
""" |
776 |
jgs |
147 |
if not isinstance(value,Model): |
777 |
gross |
728 |
raise ValueError,"assigned value is not a Model but instance of %s"%(value.__class__.__name__,) |
778 |
jgs |
149 |
for j in range(max(i-len(self.__models)+1,0)): |
779 |
|
|
self.__models.append(None) |
780 |
jgs |
147 |
self.__models[i]=value |
781 |
|
|
|
782 |
|
|
def __len__(self): |
783 |
jgs |
149 |
""" |
784 |
|
|
Returns the number of models. |
785 |
|
|
""" |
786 |
jgs |
147 |
return len(self.__models) |
787 |
jgs |
121 |
|
788 |
jgs |
147 |
def toDom(self, document, node): |
789 |
jgs |
149 |
""" |
790 |
|
|
C{toDom} method of Simulation class. |
791 |
|
|
""" |
792 |
jgs |
147 |
simulation = document.createElement('Simulation') |
793 |
|
|
simulation.setAttribute('type', self.__class__.__name__) |
794 |
jgs |
121 |
|
795 |
jgs |
147 |
for rank, sim in enumerate(self.iterModels()): |
796 |
|
|
component = document.createElement('Component') |
797 |
|
|
component.setAttribute('rank', str(rank)) |
798 |
jgs |
121 |
|
799 |
jgs |
147 |
sim.toDom(document, component) |
800 |
jgs |
121 |
|
801 |
jgs |
147 |
simulation.appendChild(component) |
802 |
jgs |
121 |
|
803 |
jgs |
147 |
node.appendChild(simulation) |
804 |
jgs |
121 |
|
805 |
jgs |
147 |
def writeXML(self,ostream=stdout): |
806 |
jgs |
149 |
""" |
807 |
|
|
Writes the object as an XML object into an output stream. |
808 |
|
|
""" |
809 |
jgs |
147 |
document, rootnode = esysDoc() |
810 |
|
|
self.toDom(document, rootnode) |
811 |
jgs |
149 |
targetsList = document.getElementsByTagName('Target') |
812 |
elspeth |
282 |
|
813 |
|
|
for element in targetsList: |
814 |
|
|
targetId = int(element.firstChild.nodeValue.strip()) |
815 |
|
|
if document.getElementById(str(targetId)): |
816 |
|
|
continue |
817 |
jgs |
149 |
targetObj = LinkableObjectRegistry[targetId] |
818 |
|
|
targetObj.toDom(document, rootnode) |
819 |
jgs |
147 |
ostream.write(document.toprettyxml()) |
820 |
|
|
|
821 |
|
|
def getSafeTimeStepSize(self,dt): |
822 |
jgs |
149 |
""" |
823 |
|
|
Returns a time step size which can safely be used by all models. |
824 |
|
|
|
825 |
|
|
This is the minimum over the time step sizes of all models. |
826 |
|
|
""" |
827 |
jgs |
147 |
out=min([o.getSafeTimeStepSize(dt) for o in self.iterModels()]) |
828 |
jgs |
150 |
#print "%s: safe step size is %e."%(str(self),out) |
829 |
jgs |
147 |
return out |
830 |
|
|
|
831 |
|
|
def doInitialization(self): |
832 |
jgs |
149 |
""" |
833 |
|
|
Initializes all models. |
834 |
|
|
""" |
835 |
jgs |
147 |
self.n=0 |
836 |
|
|
self.tn=0. |
837 |
|
|
for o in self.iterModels(): |
838 |
|
|
o.doInitialization() |
839 |
|
|
|
840 |
|
|
def finalize(self): |
841 |
jgs |
149 |
""" |
842 |
|
|
Returns True if any of the models is to be finalized. |
843 |
|
|
""" |
844 |
jgs |
147 |
return any([o.finalize() for o in self.iterModels()]) |
845 |
jgs |
123 |
|
846 |
jgs |
147 |
def doFinalization(self): |
847 |
jgs |
149 |
""" |
848 |
|
|
Finalalizes the time stepping for all models. |
849 |
|
|
""" |
850 |
jgs |
147 |
for i in self.iterModels(): i.doFinalization() |
851 |
|
|
self.trace("end of time integation.") |
852 |
|
|
|
853 |
|
|
def doStepPreprocessing(self,dt): |
854 |
jgs |
149 |
""" |
855 |
|
|
Initializes the time step for all models. |
856 |
|
|
""" |
857 |
jgs |
147 |
for o in self.iterModels(): |
858 |
|
|
o.doStepPreprocessing(dt) |
859 |
|
|
|
860 |
|
|
def terminateIteration(self): |
861 |
jgs |
149 |
""" |
862 |
|
|
Returns True if all iterations for all models are terminated. |
863 |
|
|
""" |
864 |
jgs |
147 |
out=all([o.terminateIteration() for o in self.iterModels()]) |
865 |
|
|
return out |
866 |
jgs |
123 |
|
867 |
jgs |
147 |
def doStepPostprocessing(self,dt): |
868 |
jgs |
149 |
""" |
869 |
|
|
Finalalizes the iteration process for all models. |
870 |
|
|
""" |
871 |
jgs |
147 |
for o in self.iterModels(): |
872 |
|
|
o.doStepPostprocessing(dt) |
873 |
|
|
self.n+=1 |
874 |
|
|
self.tn+=dt |
875 |
|
|
|
876 |
|
|
def doStep(self,dt): |
877 |
|
|
""" |
878 |
jgs |
149 |
Executes the iteration step at a time step for all model:: |
879 |
jgs |
147 |
|
880 |
jgs |
149 |
self.doStepPreprocessing(dt) |
881 |
|
|
while not self.terminateIteration(): |
882 |
|
|
for all models: |
883 |
|
|
self.doStep(dt) |
884 |
|
|
self.doStepPostprocessing(dt) |
885 |
jgs |
147 |
""" |
886 |
|
|
self.iter=0 |
887 |
|
|
while not self.terminateIteration(): |
888 |
|
|
if self.iter==0: self.trace("iteration at %d-th time step %e starts"%(self.n+1,self.tn+dt)) |
889 |
|
|
self.iter+=1 |
890 |
|
|
self.trace("iteration step %d"%(self.iter)) |
891 |
|
|
for o in self.iterModels(): |
892 |
|
|
o.doStep(dt) |
893 |
|
|
if self.iter>0: self.trace("iteration at %d-th time step %e finalized."%(self.n+1,self.tn+dt)) |
894 |
jgs |
121 |
|
895 |
jgs |
147 |
def run(self,check_point=None): |
896 |
|
|
""" |
897 |
jgs |
149 |
Run the simulation by performing essentially:: |
898 |
jgs |
123 |
|
899 |
jgs |
149 |
self.doInitialization() |
900 |
|
|
while not self.finalize(): |
901 |
|
|
dt=self.getSafeTimeStepSize() |
902 |
|
|
self.doStep(dt) |
903 |
|
|
if n%check_point==0: |
904 |
|
|
self.writeXML() |
905 |
|
|
self.doFinalization() |
906 |
jgs |
121 |
|
907 |
jgs |
149 |
If one of the models in throws a C{FailedTimeStepError} exception a |
908 |
|
|
new time step size is computed through getSafeTimeStepSize() and the |
909 |
|
|
time step is repeated. |
910 |
jgs |
121 |
|
911 |
jgs |
149 |
If one of the models in throws a C{IterationDivergenceError} |
912 |
|
|
exception the time step size is halved and the time step is repeated. |
913 |
jgs |
121 |
|
914 |
jgs |
149 |
In both cases the time integration is given up after |
915 |
|
|
C{Simulation.FAILED_TIME_STEPS_MAX} attempts. |
916 |
jgs |
147 |
""" |
917 |
|
|
dt=self.UNDEF_DT |
918 |
|
|
self.doInitialization() |
919 |
|
|
while not self.finalize(): |
920 |
|
|
step_fail_counter=0 |
921 |
|
|
iteration_fail_counter=0 |
922 |
gross |
836 |
if self.n==0: |
923 |
|
|
dt_new=self.getSafeTimeStepSize(dt) |
924 |
|
|
else: |
925 |
gross |
838 |
dt_new=min(max(self.getSafeTimeStepSize(dt),dt/self.MAX_CHANGE_OF_DT),dt*self.MAX_CHANGE_OF_DT) |
926 |
jgs |
147 |
self.trace("%d. time step %e (step size %e.)" % (self.n+1,self.tn+dt_new,dt_new)) |
927 |
|
|
end_of_step=False |
928 |
|
|
while not end_of_step: |
929 |
|
|
end_of_step=True |
930 |
|
|
if not dt_new>0: |
931 |
gross |
829 |
raise NonPositiveStepSizeError("non-positive step size in step %d"%(self.n+1)) |
932 |
jgs |
147 |
try: |
933 |
|
|
self.doStepPreprocessing(dt_new) |
934 |
|
|
self.doStep(dt_new) |
935 |
|
|
self.doStepPostprocessing(dt_new) |
936 |
|
|
except IterationDivergenceError: |
937 |
|
|
dt_new*=0.5 |
938 |
|
|
end_of_step=False |
939 |
|
|
iteration_fail_counter+=1 |
940 |
|
|
if iteration_fail_counter>self.FAILED_TIME_STEPS_MAX: |
941 |
gross |
836 |
raise SimulationBreakDownError("reduction of time step to achieve convergence failed after %s steps."%self.FAILED_TIME_STEPS_MAX) |
942 |
|
|
self.trace("Iteration failed. Time step is repeated with new step size %s."%dt_new) |
943 |
jgs |
147 |
except FailedTimeStepError: |
944 |
|
|
dt_new=self.getSafeTimeStepSize(dt) |
945 |
|
|
end_of_step=False |
946 |
|
|
step_fail_counter+=1 |
947 |
gross |
836 |
self.trace("Time step is repeated with new time step size %s."%dt_new) |
948 |
jgs |
147 |
if step_fail_counter>self.FAILED_TIME_STEPS_MAX: |
949 |
gross |
836 |
raise SimulationBreakDownError("Time integration is given up after %d attempts."%step_fail_counter) |
950 |
jgs |
147 |
dt=dt_new |
951 |
|
|
if not check_point==None: |
952 |
|
|
if n%check_point==0: |
953 |
|
|
self.trace("check point is created.") |
954 |
|
|
self.writeXML() |
955 |
|
|
self.doFinalization() |
956 |
jgs |
121 |
|
957 |
jgs |
147 |
def fromDom(cls, doc): |
958 |
|
|
sims = [] |
959 |
|
|
for node in doc.childNodes: |
960 |
|
|
if isinstance(node, minidom.Text): |
961 |
|
|
continue |
962 |
jgs |
121 |
|
963 |
jgs |
147 |
sims.append(getComponent(node)) |
964 |
jgs |
121 |
|
965 |
jgs |
147 |
return cls(sims) |
966 |
jgs |
121 |
|
967 |
jgs |
147 |
fromDom = classmethod(fromDom) |
968 |
jgs |
121 |
|
969 |
|
|
|
970 |
jgs |
147 |
class IterationDivergenceError(Exception): |
971 |
|
|
""" |
972 |
jgs |
149 |
Exception which is thrown if there is no convergence of the iteration |
973 |
|
|
process at a time step. |
974 |
jgs |
121 |
|
975 |
jgs |
149 |
But there is a chance that a smaller step could help to reach convergence. |
976 |
jgs |
147 |
""" |
977 |
|
|
pass |
978 |
jgs |
121 |
|
979 |
jgs |
147 |
class FailedTimeStepError(Exception): |
980 |
jgs |
149 |
""" |
981 |
|
|
Exception which is thrown if the time step fails because of a step |
982 |
|
|
size that have been choosen to be too large. |
983 |
|
|
""" |
984 |
jgs |
147 |
pass |
985 |
jgs |
121 |
|
986 |
jgs |
147 |
class SimulationBreakDownError(Exception): |
987 |
jgs |
149 |
""" |
988 |
|
|
Exception which is thrown if the simulation does not manage to |
989 |
|
|
progress in time. |
990 |
|
|
""" |
991 |
jgs |
147 |
pass |
992 |
jgs |
121 |
|
993 |
jgs |
147 |
class NonPositiveStepSizeError(Exception): |
994 |
jgs |
149 |
""" |
995 |
|
|
Exception which is thrown if the step size is not positive. |
996 |
|
|
""" |
997 |
jgs |
147 |
pass |
998 |
jgs |
149 |
|
999 |
|
|
# vim: expandtab shiftwidth=4: |