diff graphML2RDF.py @ 0:8190d724dc01

first release
author dwinter
date Mon, 23 Jul 2012 09:48:23 +0200
parents
children e661aabed2f9
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/graphML2RDF.py	Mon Jul 23 09:48:23 2012 +0200
@@ -0,0 +1,628 @@
+# Dieses Tool konvertiert graphMl Files erzeugt mit yED in einen graphen, entweder im dot, Format oder als RDF
+# TODO: lots of ... Zuordnung graphenTyp zu Ontologie sollte konfiurierbar sein.
+from lxml import etree
+import os.path
+import os
+
+
+namespaces={'graphML':'http://graphml.graphdrawing.org/xmlns',
+            'y':'http://www.yworks.com/xml/graphml'
+            }
+
+# Alle wesentlichen Informstionrn fuer einen Knoten
+class Node:
+    
+    label="" #Label in yED, wird auch gebraucht um gleiche Knoten zu identifizieren, wenn mehr als ein Graph zusammengefuehrt werden soll.
+    #Es muss also beim Erstellen auf Konsistenz der Label geachtet werden.
+    internalID="" #InternalID eine Knotens innerhalb eines Graphen, dieses sind nur pro Graph eindeutig-
+    externalRef="" # Referenzen auf externe Weseiten (key="d4")
+    internalRef="" # Referenzen auf andere Graphen (key="d4"), unterscheidung zwischen externer und interner, ob Pfad mit http beginnt.
+    numId=0 #Id des Knotens sollte eindeutig fuer alle Knoten sein.
+    nodeType=-1
+    
+    def __init__(self,numId):
+        self.numId=numId
+    
+ #Kante   
+class Edge:
+    src=None
+    target=None
+    edgeType=-1
+    
+    def __init__(self,src,target):
+        self.src=src
+        self.target=target
+        
+
+# Erzeugt Ids fuer die Knoten
+class IDDispensor:
+    currentID=0
+    def getID(self):
+        self.currentID+=1
+        return self.currentID 
+
+# Der eigentliche Graph
+class Graph:
+    label2Ids={} # Zuweisung labels zu den Ids des Knoten
+    #id2nodes={} #Zuweisung id zu den Knoten
+    internalId2nodesID={} #Zuweisung interneID zur allgemeinen ID
+    edges=set() # Menger der Kanten
+    id2label={} # Zuweisung id zu den Labeln
+    edgeStyles={}
+    edgeDescription={}
+    graphURI=""
+    nodeStyles={}
+    nodeDescription={}
+  
+    def __init__(self,dispensor):
+        self.dispensor=dispensor;
+        self.id2nodes={};
+        self.edges=set();
+        
+    
+    def convertGrahml(self,filename):
+        """Konvertiert ein Grahphml-File in ein Netzwerk mit Knoten und Kanten.
+        Die Abbildung von Layout auf Knoten- und Kantentypen erfolgt durch den Vergleich des Layout mit einer Palette
+        """
+        tree = etree.parse(filename)
+        
+        nodes=tree.xpath("//graphML:node",namespaces=namespaces)
+        
+        for node in nodes:
+            nodeIDs=node.xpath("@id",namespaces=namespaces)
+            labels=node.xpath(".//y:NodeLabel",namespaces=namespaces)
+            for nodeID in nodeIDs:
+                nodeIDString=unicode(nodeID)
+            
+            labelString=None
+            for label in labels:
+                labelString=unicode(label.text).lstrip().rstrip()
+                
+            
+            newNode = Node(self.dispensor.getID())
+            newNode.label=labelString
+            newNode.internalID=nodeIDString
+            
+            nodeRefs=node.xpath('./graphML:data[@key="d4"]',namespaces=namespaces)
+            #nodeRefs=node.xpath("./graphML:data",namespaces=namespaces)
+            for nodeRef in nodeRefs:
+                nodeRefString=nodeRef.text
+                if nodeRefString is None:
+                    continue
+                
+                #hack dw, scheinbar falsche urs drin
+                if nodeRefString.find("http")>0:
+                    continue
+                if nodeRefString.lstrip().startswith("http:") or nodeRefString.startswith("https:") or nodeRefString.startswith("ftp:"):
+                    newNode.externalRef=nodeRefString
+                else:
+                    newNode.internalRef=nodeRefString
+            
+            #--
+            
+            #read styles
+            typeID=None
+            #fall 1 Generic Node
+            gns = node.xpath('./graphML:data[@key="d6"]/y:GenericNode',namespaces=namespaces)
+            for gn in gns:
+                style="g"
+                fills=gn.xpath('./y:Fill',namespaces=namespaces)
+                fs=None
+                for fill in fills:
+                    fs=fill.attrib
+                    
+                borderstyles=gn.xpath('./y:BorderStyle',namespaces=namespaces)
+                bs=None
+                for borderstyle in borderstyles:
+                    bs=borderstyle.attrib
+                    
+                
+                config=gn.attrib.get("configuration")
+                 
+               
+                typeID=self.getNodeTypeFromPalette(style,fs,bs,config)
+               
+        
+            #fall 2 shape Node
+            gns = node.xpath('./graphML:data[@key="d6"]/y:ShapeNode',namespaces=namespaces)
+            for gn in gns:
+                style="s"
+                fills=gn.xpath('./y:Fill',namespaces=namespaces)
+                fs=None
+                for fill in fills:
+                    fs=fill.attrib
+                    
+                borderstyles=gn.xpath('./y:BorderStyle',namespaces=namespaces)
+                bs=None
+                for borderstyle in borderstyles:
+                    bs=borderstyle.attrib
+                    
+                
+                shapes=gn.xpath('./y:Shape',namespaces=namespaces)
+                shapeType=None
+                for shape in shapes:
+                    shapeType=shape.attrib.get("type")
+                    
+                    
+                typeID=self.getNodeTypeFromPalette(style,fs,bs,shapeType)
+               
+            
+            #---
+            if typeID is None:
+                typeID=-1
+            newNode.nodeType=typeID
+            self.id2nodes[newNode.numId]=newNode
+            if labelString!=None:
+                self.label2Ids[labelString]=newNode.numId
+            
+            
+            self.internalId2nodesID[newNode.internalID]=newNode.numId
+            
+        edges=tree.xpath("//graphML:edge",namespaces=namespaces)
+        
+        for edge in edges:
+            srcIDs=edge.xpath("@source",namespaces=namespaces)
+            tarIDs=edge.xpath("@target",namespaces=namespaces)
+            for srcID in srcIDs:
+                source=unicode(srcID)
+            
+            for tarID in tarIDs:
+                target=unicode(tarID)
+        
+            #read styles
+            
+            #lineStyles=edge.xpath('./graphML:data[@key="d10"]/y:GenericEdge/y:LineStyle',namespaces=namespaces)
+            lineStyles=edge.xpath('./graphML:data[@key="d10"]/.//y:LineStyle',namespaces=namespaces)
+            ls=None
+            for lineStyle in lineStyles:
+                ls=lineStyle.attrib
+        
+            #arrows=edge.xpath('./graphML:data[@key="d10"]/y:GenericEdge/y:Arrows',namespaces=namespaces)
+            arrows=edge.xpath('./graphML:data[@key="d10"]/.//y:Arrows',namespaces=namespaces)
+            ars=None
+            for arrow in arrows:
+                ars=arrow.attrib
+        
+            typeID=self.getTypeFromPalette(ls,ars)
+            
+            newEdge=Edge(self.internalId2nodesID.get(source),self.internalId2nodesID.get(target))
+            newEdge.edgeType=typeID
+            
+            
+            self.edges.add(newEdge) 
+    
+    
+    def getNodeTypeFromPalette(self,style,fs,bs,config):
+        for key,value in self.nodeStyles.items():
+            styleVorlage,fsVorlage,bsVorlage,configVorlage=value
+            if style!=styleVorlage:
+                continue
+            
+            if config!=configVorlage:
+                continue
+                   
+                   
+            if self.cmpDict(fs,fsVorlage) and self.cmpDict(bs,bsVorlage):
+                print key
+                return key
+            
+        return -1
+        
+        
+        
+    def getTypeFromPalette(self,ls,ars):
+     
+        for key,value in self.edgeStyles.items():
+            lsVorlage,arsVorlage=value
+            if self.cmpDict(ls,lsVorlage) and self.cmpDict(ars,arsVorlage):
+                
+                return key
+            
+        return -1
+    
+    def cmpDict(self,x,y):
+        """Teste zwei dicts auf Gleichheit"""
+        
+        if (x is None) or (y is None):
+            return False
+        
+        for key in x.keys():
+            yVal=y.get(key,None)
+            xVal=x.get(key)
+            if yVal!=xVal:
+                return False
+        
+        return True
+        
+    def exportAsDot(self,filename,graphName,onlyMs=False,partOfGraph=None,linksToGraph=None):
+        out = file(filename,"w")
+    
+        type2NodeShape={0:'style="solid" color="blue"',
+                    1:'style="solid" color="lightblue"',
+                    2:'style="solid" color="blue"',
+                    3:'style="tapered" color="orange"',
+                    4:'style="solid" color="green"',
+                    5:'style="solid" color="sienna"',
+                    6:'style="solid" color="magenta"',
+                    -1:'style="dotted" color="red"'
+                    }
+        
+        type2EdgeShape={0:'style="dotted" color="blue"',
+                    1:'style="solid"',
+                    2:'style="bold"',
+                    3:'style="tapered"',
+                    4:'style="solid" color="green"',
+                    5:'style="solid" color="sienna"',
+                    6:'style="solid" color="magenta"',
+                    -1:'style="dotted" color="red"'
+                    }
+            
+        out.write("""digraph %s {"""%graphName)
+        g=self
+        
+        for key,value in g.id2nodes.items():
+            #name=value.label.replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_")
+            #name=value.numId
+            name=key
+            label=value.label.replace("\n","")
+            url=value.externalRef
+            
+            if onlyMs:
+                if not label.lstrip().startswith("Add"):
+                    continue
+            try:
+                s="""%s [label="%s" URL="%s" %s];\n"""%(name,label.decode("utf-8"),url,type2NodeShape.get(value.nodeType))
+                out.write(s)
+            except:
+                s="""%s [label="%s" URL="%s" %s];\n"""%(name,repr(label),url,type2NodeShape.get(value.nodeType))
+                out.write(s)
+            
+            
+        for edge in g.edges:
+            try:
+                #sr=g.id2label.get(edge.src).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                sr=edge.src
+                
+                tg=edge.target
+                #tg=g.id2label.get(edge.target).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                
+                s = """%s -> %s [%s];\n"""%(sr,tg,type2EdgeShape.get(edge.edgeType))
+                out.write(s)
+            except:
+                pass
+            
+        
+        if not partOfGraph is None:
+            for nodeID,graphList in partOfGraph.items():
+                #fromNode=g.id2label.get(nodeID).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                fromNode=nodeID
+                for graph in graphList:
+                    try:
+                        s = """G_%s -> %s [color="yellow"];\n"""%(graph.replace(".","_"),fromNode)
+                        out.write(s)
+                        s = """G_%s  [label="%s" color="green" fillcolor="green" style="filled"];\n"""%(graph.replace(".","_"),graph)
+                        out.write(s)
+                    except:
+                        pass
+                    
+                    
+        if not linksToGraph is None:
+            for nodeID,graph in linksToGraph:
+                #fromNode=g.id2label.get(nodeID).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                fromNode=nodeID
+                splitted=graph.split("/")
+                print graph
+                gr = splitted[-1]
+                print gr
+                try:
+                    s = """%s -> G_%s [color="green"];\n"""%(fromNode,gr.replace(".","_"))
+                    out.write(s)
+                    s = """G_%s  [label="%s" color="green" fillcolor="green" style="filled"];\n"""%(gr.replace(".","_"),gr)
+                    out.write(s)
+                except:
+                    pass
+        out.write("}")
+  
+   
+        out.close()
+        
+        
+    def exportAsRDF(self,filename,graphName,onlyMs=False,partOfGraph=None,linksToGraph=None):
+        out = file(filename,"w")
+    
+        base="http://example.org/harriotOnt/"
+        type2NodeShape={0: base+"Topic",
+                        1: base+"Topic",
+                        2: base+"Topic",
+                        3: base+"FolioPage",
+                        4: base+"4",
+                        5: base+"RelatedFolioPage",
+                        -1: base+"UNKNOWN"}
+        
+        type2EdgeShape={0: base+"has_prev_by_pagination",
+                        1: base+"has_conjectural_relation",
+                        2: base+"has_prev_by_conjection",
+                        3: base+"has_prev_by_conjection",
+                        4: base+"result_used_from",
+                        5: base+"result_used_from",
+                        -1: base+"is_related_to"}
+            
+        #out.write("""digraph %s {"""%graphName)
+        g=self
+        
+        for key,value in g.id2nodes.items():
+            #name=value.label.replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_")
+            #name=value.numId
+            name=key
+            label=value.label.replace("\n","")
+            url=value.externalRef
+            
+            if onlyMs:
+                if not label.lstrip().startswith("Add"):
+                    continue
+            
+            ressourceURI=base+str(name)
+            try:
+                s=""
+                if label!="":
+                    s+="""<%s> <http://www.w3.org/2000/01/rdf-schema#label> "%s".\n"""%(ressourceURI,label.decode("utf-8").replace('"','\"'))
+                if url!="":
+                    s+="""<%s> <%s> <%s>.\n"""%(ressourceURI,base+"describes",url)
+                print value.nodeType
+                s+="""<%s> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type><%s>.\n"""%(ressourceURI,type2NodeShape.get(value.nodeType))          
+                #s="""%s [label="%s" URL="%s" %s];\n"""%(name,label.decode("utf-8"),url,type2NodeShape.get(value.nodeType))
+                out.write(s)
+            except:
+                if label!="":
+                    s="""<%s> <http://www.w3.org/2000/01/rdf-schema#label> "%s".\n"""%(ressourceURI,'CHECK_THIS')
+                    #s="""<%s> <http://www.w3.org/2000/01/rdf-schema#label> "%s"."""%(ressourceURI,repr(label).replace('"','\"'))
+                if url!="":    
+                    s+="""<%s> <%s> <%s>."""%(ressourceURI,base+"describes",url)
+                s+="""<%s> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type><%s>.\n"""%(ressourceURI,type2NodeShape.get(value.nodeType))  
+                #s="""%s [label="%s" URL="%s" %s];\n"""%(name,repr(label),url,type2NodeShape.get(value.nodeType))
+                out.write(s)
+            
+            
+        for edge in g.edges:
+            try:
+                #sr=g.id2label.get(edge.src).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                sr=edge.src
+                
+                tg=edge.target
+                #tg=g.id2label.get(edge.target).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                
+                s ="""<%s><%s><%s>.\n"""%(base+str(sr),type2EdgeShape.get(edge.edgeType),base+str(tg))
+                #s = """%s -> %s [%s];\n"""%(sr,tg,type2EdgeShape.get(edge.edgeType))
+                out.write(s)
+            except:
+                pass
+            
+        
+        if not partOfGraph is None:
+            for nodeID,graphList in partOfGraph.items():
+                #fromNode=g.id2label.get(nodeID).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                fromNode=nodeID
+                for graph in graphList:
+                    try:
+                        ressourceURI=base+graph
+                        s ="""<%s><%s><%s>.\n"""%(base+str(fromNode),base+"is_part_of",ressourceURI)
+                        #s = """G_%s -> %s [color="yellow"];\n"""%(graph.replace(".","_"),fromNode)
+                        out.write(s)
+                        
+                        s="""<%s> <http://www.w3.org/2000/01/rdf-schema#label> "%s".\n"""%(ressourceURI,graph)
+                        s+="""<%s> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type><%s>.\n"""%(ressourceURI,base+"HarriotGraph")  
+                        
+                        #s = """G_%s  [label="%s" color="green" fillcolor="green" style="filled"];\n"""%(graph.replace(".","_"),graph)
+                        out.write(s)
+                    except:
+                        pass
+                    
+                    
+        if not linksToGraph is None:
+            for nodeID,graph in linksToGraph:
+                #fromNode=g.id2label.get(nodeID).replace("\n","").replace(" ","_").replace(".","_").replace("(","_").replace(")","_").replace("?","_").replace("'","_").replace(",","_").replace("-","_")
+                fromNode=nodeID
+                splitted=graph.split("/")
+                print graph
+                gr = splitted[-1]
+                print gr
+                ressourceURI=base+gr
+                
+                
+               
+                typeSrc=type2NodeShape.get(nodeID)
+                if typeSrc==base+"Topic":
+                    relation="is_specified_in"
+                else:
+                    relation="see_also"
+                
+                try:
+                    s ="""<%s><%s><%s>.\n"""%(base+str(fromNode),relation,ressourceURI)
+                    #s = """%s -> G_%s [color="green"];\n"""%(fromNode,gr.replace(".","_"))
+                    out.write(s)
+                    
+                    s="""<%s> <http://www.w3.org/2000/01/rdf-schema#label> "%s".\n"""%(ressourceURI,gr)
+                    s+="""<%s> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type><%s>.\n"""%(ressourceURI,base+"HarriotGraph")  
+                       
+                    #s = """G_%s  [label="%s" color="green" fillcolor="green" style="filled"];\n"""%(gr.replace(".","_"),gr)
+                    out.write(s)
+                except:
+                    pass
+        #out.write("}")
+  
+   
+        out.close()
+    def readPalette(self,palettePath):
+        typeNr=0
+        palette = etree.parse(palettePath)
+        edges=palette.xpath("//graphML:edge",namespaces=namespaces)
+        # lage alle kanten in der palette
+        for edge in edges:
+            #relevant fuer die einordnugn ist data key=12 linestyle und arrows
+            lineStyles=edge.xpath('./graphML:data[@key="d12"]/y:GenericEdge/y:LineStyle',namespaces=namespaces)
+            ls=None
+            for lineStyle in lineStyles:
+                ls=lineStyle
+        
+            arrows=edge.xpath('./graphML:data[@key="d12"]/y:GenericEdge/y:Arrows',namespaces=namespaces)
+            ars=None
+            for arrow in arrows:
+                ars=arrow
+        
+            #get description
+            ds=""
+            descriptions=edge.xpath('./graphML:data[@key="d9"]',namespaces=namespaces)
+            for description in descriptions:
+                ds=description
+            
+            self.edgeDescription[typeNr]=ds.text
+            self.edgeStyles[typeNr]=(ls.attrib,ars.attrib)
+            typeNr+=1
+        
+        typeNr=0   
+        nodes=palette.xpath("//graphML:node",namespaces=namespaces)
+        for node in nodes:
+            style=""
+            #fall 1 Generic Node
+            gns = node.xpath('./graphML:data[@key="d7"]/y:GenericNode',namespaces=namespaces)
+            for gn in gns:
+                style="g"
+                fills=gn.xpath('./y:Fill',namespaces=namespaces)
+                fs=None
+                for fill in fills:
+                    fs=fill.attrib
+                    
+                borderstyles=gn.xpath('./y:BorderStyle',namespaces=namespaces)
+                bs=None
+                for borderstyle in borderstyles:
+                    bs=borderstyle.attrib
+                    
+                
+                config=gn.attrib.get("configuration")
+                 
+                #get description
+                ds=""
+                descriptions=node.xpath('./graphML:data[@key="d4"]',namespaces=namespaces)
+                for description in descriptions:
+                    ds=description.text
+          
+                self.nodeDescription[typeNr]=ds
+                
+                self.nodeStyles[typeNr]=(style,fs,bs,config)
+                typeNr+=1
+        
+            #fall 2 shape Node
+            gns = node.xpath('./graphML:data[@key="d7"]/y:ShapeNode',namespaces=namespaces)
+            for gn in gns:
+                style="s"
+                fills=gn.xpath('./y:Fill',namespaces=namespaces)
+                fs=None
+                for fill in fills:
+                    fs=fill.attrib
+                    
+                borderstyles=gn.xpath('./y:BorderStyle',namespaces=namespaces)
+                bs=None
+                for borderstyle in borderstyles:
+                    bs=borderstyle.attrib
+                    
+                
+                shapes=gn.xpath('./y:Shape',namespaces=namespaces)
+                shapeType=None
+                for shape in shapes:
+                    shapeType=shape.attrib.get("type")
+               
+               
+                 
+                #get description
+                ds=""
+                descriptions=node.xpath('./graphML:data[@key="d4"]',namespaces=namespaces)
+                for description in descriptions:
+                    ds=description.text
+          
+                self.nodeDescription[typeNr]=ds
+                self.nodeStyles[typeNr]=(style,fs,bs,shapeType)
+                typeNr+=1
+        
+def merge(graphs,dispensor):
+    filter=['supermap.graphml']
+    partOfGraph={}
+    linksToGraph=set()
+    
+    edges=set()
+    mg =Graph(dispensor)
+    for g in graphs:
+        if g.graphURI in filter:
+            continue
+        idalt2neu={}
+        for nodeid in g.id2nodes.keys():
+            node=g.id2nodes.get(nodeid)
+            label=node.label
+            currentID =mg.label2Ids.get(label,dispensor.getID()) #hole id wenn existent sonst neue
+               
+            mg.label2Ids[label]=currentID
+            mg.id2label[currentID]=label
+            idalt2neu[node.numId]=currentID
+            mg.id2nodes[currentID]=node
+            
+            
+            if node.internalRef!="":
+                linksToGraph.add((currentID,node.internalRef)) 
+            
+            containedIn = partOfGraph.get(currentID,set())
+            
+            
+            containedIn.add(g.graphURI)
+            partOfGraph[currentID]=containedIn
+            
+        
+        for edge in g.edges:
+            src=edge.src
+            target=edge.target
+            
+            edge.src=idalt2neu.get(src)
+            edge.target=idalt2neu.get(target)
+            edges.add(edge)
+            
+    mg.edges=edges
+    return mg,partOfGraph,linksToGraph
+
+if __name__ == '__main__':
+    dispensor = IDDispensor()
+    #g1=Graph(dispensor)
+    #g1.readPalette("/Users/dwinter/Documents/Projekte/Diss - data-mining/eclipseWorkspace/graphML2RDF/examples/Manuscripts_3.graphml")
+    #g1.convertGrahml("/Users/dwinter/Documents/Projekte/Diss - data-mining/eclipseWorkspace/graphML2RDF/examples/5.7.3_cubics_other.graphml")
+    
+    
+    
+    path="/Users/dwinter/Documents/Projekte/Europeana/harriot-graphml/Maps_20120523/"
+    ls = os.listdir(path)
+    graphs=set()
+    
+    for l in ls:
+        
+        g1=Graph(dispensor)
+        g1.readPalette("/Users/dwinter/Documents/Projekte/Diss - data-mining/eclipseWorkspace/graphML2RDF/examples/Manuscripts_3.graphml")
+    
+        g1.convertGrahml(path+l)
+        g1.graphURI=l
+        graphs.add(g1)
+    
+    g,po,lg = merge(graphs,dispensor)
+ 
+    
+    #print g.label2Ids.keys()
+    #print len(g.label2Ids.keys())
+    
+    #g.readPalette("/Users/dwinter/Documents/Projekte/Diss - data-mining/eclipseWorkspace/graphML2RDF/examples/Manuscripts_3.graphml")
+    #g.exportAsDot("/tmp/out.dot", "harriot",onlyMs=False,partOfGraph=po,linksToGraph=lg)
+    g.exportAsDot("/tmp/out.dot", "harriot",onlyMs=False,partOfGraph=po,linksToGraph=lg)
+    g.exportAsRDF("/tmp/out.rdf", "harriot",onlyMs=False,partOfGraph=po,linksToGraph=lg)
+    
+    out2 = file("/tmp/out.txt","w")
+    for key in g.label2Ids.keys():
+        try:
+            out2.write('"'+key+'"'+"\n")
+        except:
+            pass
+    out2.close()
+   
\ No newline at end of file