public GraphExecutor(string datastoreName)
{
log = Log.Logger.ForContext <GraphExecutor>();
DataStoreFrame dsFrame = DataStoreManager.GetInstance().GetDataStore(datastoreName);
if (dsFrame != null)
{
this.kgDF = dsFrame.GetKG();
}
}
public KnowledgeGraphDataFrame ParseKG(List <Vertex> vertexes, List <Edge> edges)
{
(Dictionary <string, HashSet <string> > nameIdMap, Dictionary <string, Dictionary <RelationLink, List <string> > > outRelationDict, Dictionary <string, Dictionary <RelationLink, List <string> > > inRelationDict, Dictionary <string, List <Edge> > scenarioEdgesMap) = this.GenerateRelationship(vertexes, edges);
Dictionary <string, List <Vertex> > vNameCache = new Dictionary <string, List <Vertex> >();
Dictionary <string, Vertex> vIdCache = new Dictionary <string, Vertex>();
List <Vertex> roots = new List <Vertex>();
HashSet <string> scenarioNames = new HashSet <string>();
foreach (Vertex vertex in vertexes)
{
scenarioNames.UnionWith(vertex.scenarios);
if (vertex.nodeType == "ROOT")
{
roots.Add(vertex);
}
if (vNameCache.ContainsKey(vertex.name))
{
vNameCache[vertex.name].Add(vertex);
}
else
{
List <Vertex> vertexesGroupedByName = new List <Vertex>();
vertexesGroupedByName.Add(vertex);
vNameCache.Add(vertex.name, vertexesGroupedByName);
}
vIdCache.Add(vertex.id, vertex);
}
KnowledgeGraphDataFrame kgDF = new KnowledgeGraphDataFrame();
kgDF.SetRootVertexes(roots);
kgDF.SetVertexIdCache(vIdCache);
kgDF.SetVertexNameCache(vNameCache);
kgDF.SetOutRelationDict(outRelationDict);
kgDF.SetInRelationDict(inRelationDict);
kgDF.SetScenarioEdgesDict(scenarioEdgesMap);
kgDF.SetScenarioNames(scenarioNames);
return(kgDF);
}
public DataStoreFrame LoadDataStore(string dsName)
{
List <Vertex> vList = null;
List <Edge> eList = null;
List <VisulizationConfig> vcList = null;
List <NLUIntentRule> iList = null;
List <EntityData> enList = null;
List <EntityAttributeData> eaList = null;
(vList, eList, vcList, iList, enList, eaList) = this.dataAccessor.Load(dsName);
if (vcList == null || vList == null || eList == null)
{
log.Here().Warning("No KG Data loaded from persistence");
return(null);
}
DataPersistanceKGParser kgParser = new DataPersistanceKGParser();
KnowledgeGraphDataFrame kgDF = kgParser.ParseKG(vList, eList);
KGConfigFrame kgConfigFrame = kgParser.ParseKGConfig(vcList);
log.Information("Knowledge Graph is parsed.");
Console.WriteLine("Knowledge Graph is parsed.");
NLUDataFrame nluDF = null;
if (iList == null || enList == null)
{
log.Here().Warning("No NLU Data loaded from persistence");
}
else
{
DataPersistanceNLUParser nluParser = new DataPersistanceNLUParser();
nluDF = nluParser.Parse(iList, enList, eaList);
log.Information("NLU materials is parsed.");
Console.WriteLine("NLU materials is parsed.");
}
DataStoreFrame dsFrame = new DataStoreFrame(dsName, kgDF, kgConfigFrame, nluDF);
return(dsFrame);
}
