public void ParseScenarioSettings(NLUDataFrame nluDF, List <ScenarioSetting> kgSettings, List <Vertex> rootVertexes)
{
Dictionary <string, ScenarioSetting> scenarioCache = new Dictionary <string, ScenarioSetting>();
if (kgSettings != null && kgSettings.Count > 0)
{
foreach (ScenarioSetting setting in kgSettings)
{
scenarioCache.Add(setting.scenarioName, setting);
}
}
foreach (Vertex vertex in rootVertexes)
{
if (vertex.nodeType == "ROOT" && vertex.scenarios != null)
{
foreach (string scenarioName in vertex.scenarios)
{
if (scenarioCache.ContainsKey(scenarioName))
{
scenarioCache[scenarioName].root = vertex;
}
else
{
ScenarioSetting defaultSetting = new ScenarioSetting(scenarioName, vertex);
scenarioCache.Add(scenarioName, defaultSetting);
}
}
}
}
nluDF.SetSceanrioCache(scenarioCache);
}
public NLUProcessor(string datastoreName)
{
DataStoreFrame dsFrame = DataStoreManager.GetInstance().GetDataStore(datastoreName);
if (dsFrame != null)
{
this.nluDF = DataStoreManager.GetInstance().GetDataStore(datastoreName).GetNLU();
}
}
public NLUDataFrame Parse(List <NLUIntentRule> iList, List <EntityData> eList, List <EntityAttributeData> eaList)
{
NLUDataFrame nluDF = new NLUDataFrame();
if (iList == null || iList.Count == 0)
{
//throw new Exception("No Intent is defined.");
log.Warning("No Intent is defined.");
}
else
{
foreach (NLUIntentRule intentRule in iList)
{
nluDF.AddIntentRule(intentRule);
}
}
if (eList == null || eList.Count == 0)
{
//throw new Exception("No Entity is defined.");
log.Warning("No Entity is defined.");
}
else
{
foreach (EntityData entity in eList)
{
NLUEntity nluEntity = nluDF.AddEntity(entity.intentName, entity.entityValue, entity.entityType);
nluDF.AddSimilarWord(entity.intentName, entity.similarWord, nluEntity);
}
}
if (eaList == null || eaList.Count == 0)
{
Log.Information("There is not any entity attribute defined.");
}
else
{
foreach (EntityAttributeData ea in eaList)
{
nluDF.AddAttribute(ea.intentName, new NLUEntity(ea.entityValue, ea.entityType), new AttributePair(ea.attributeName, ea.attributeValue));
}
}
return(nluDF);
}
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);
}
