private void ProcessClassificationDocumentForComparisonModel(MdbDocument comparisonDocument, InferencePropertyBag comparisonDiagnostics, int comparisonVersion, MdbDocument classificationDocument, InferencePropertyBag classificationDiagnostics, Dictionary <OrderedFeatureSet, FeatureValues> cachedFeatureValues, DocumentProcessingContext processingContext, MdbInferenceRecipient ownerAsInferenceRecipient, ModelVersionBreadCrumb breadCrumb, VariantConfigurationSnapshot flightFeatures, object uniqueBodyWords, bool?conversationLoadRequired)
{
try
{
object obj;
if (classificationDiagnostics.TryGetValue(InferenceSchema.MessageClassificationTime, out obj))
{
comparisonDiagnostics.Add(InferenceSchema.MessageClassificationTime, obj);
}
if (classificationDiagnostics.TryGetValue(DocumentSchema.MailboxId, out obj))
{
comparisonDiagnostics.Add(DocumentSchema.MailboxId, obj);
}
if (classificationDiagnostics.TryGetValue(InferenceSchema.InternetMessageId, out obj))
{
comparisonDiagnostics.Add(InferenceSchema.InternetMessageId, obj);
}
if (classificationDiagnostics.TryGetValue(InferenceSchema.MessageIdentifier, out obj))
{
comparisonDiagnostics.Add(InferenceSchema.MessageIdentifier, obj);
}
if (classificationDocument.TryGetProperty(InferenceSchema.IsNewConversation, out obj))
{
comparisonDocument.SetProperty(InferenceSchema.IsNewConversation, obj);
}
if (classificationDocument.TryGetProperty(InferenceSchema.ConversationClutterInformation, out obj))
{
comparisonDocument.SetProperty(InferenceSchema.ConversationClutterInformation, obj);
}
if (classificationDocument.TryGetProperty(InferenceSchema.ConversationImportanceProperties, out obj))
{
comparisonDocument.SetProperty(InferenceSchema.ConversationImportanceProperties, obj);
}
comparisonDocument.SetProperty(InferenceSchema.SkipConversationExtraction, true);
bool flag = false;
OrderedFeatureSet featureSet = ModelConfiguration.GetModelVersionConfiguration(comparisonVersion).FeatureSet;
if (cachedFeatureValues.ContainsKey(featureSet))
{
comparisonDocument.SetProperty(InferenceSchema.ImportanceFeatureValues, cachedFeatureValues[featureSet]);
comparisonDocument.SetProperty(InferenceSchema.SkipFeatureVectorCalculation, true);
flag = true;
}
comparisonDocument.SetProperty(InferenceSchema.SkipFeatureVectorPersistance, true);
comparisonDocument.SetProperty(InferenceSchema.SkipPredictedActionsPersistance, true);
this.ProcessClassificationDocument(comparisonDocument, comparisonDiagnostics, new ModelVersionSelector.ModelVersionInfo(comparisonVersion, false), processingContext, ownerAsInferenceRecipient, breadCrumb, flightFeatures, uniqueBodyWords, conversationLoadRequired);
if (!flag && comparisonDocument.TryGetProperty(InferenceSchema.ImportanceFeatureValues, out obj))
{
cachedFeatureValues[featureSet] = (FeatureValues)obj;
}
}
catch (Exception ex)
{
if (ex is OutOfMemoryException || ex is StackOverflowException || ex is ThreadAbortException)
{
throw;
}
comparisonDiagnostics.Add(InferenceSchema.ClassificationAgentException, ex);
}
}
private void ProcessClassificationDocument(MdbDocument document, InferencePropertyBag classificationDiagnostics, ModelVersionSelector.ModelVersionInfo versionInfo, DocumentProcessingContext processingContext, MdbInferenceRecipient ownerAsInferenceRecipient, ModelVersionBreadCrumb breadCrumb, VariantConfigurationSnapshot flightFeatures, object uniqueBodyWords, bool?conversationLoadRequired)
{
document.SetProperty(InferenceSchema.MailboxOwner, ownerAsInferenceRecipient);
document.SetProperty(InferenceSchema.ClassificationDiagnostics, classificationDiagnostics);
document.SetProperty(InferenceSchema.ModelVersionToLoad, versionInfo);
document.SetProperty(InferenceSchema.ModelVersionBreadCrumb, breadCrumb);
if (conversationLoadRequired != null)
{
document.SetProperty(InferenceSchema.ConversationLoadRequired, conversationLoadRequired);
}
if (flightFeatures != null)
{
document.SetProperty(InferenceSchema.UserFlightFeatures, flightFeatures);
}
if (uniqueBodyWords != null)
{
document.SetProperty(InferenceSchema.UniqueBodyWords, uniqueBodyWords);
}
this.pipeline.ProcessDocument(document, processingContext);
}
protected override void InternalProcessDocument(DocumentContext data)
{
object obj = null;
if (data.Document.TryGetProperty(PeopleRelevanceSchema.IsBasedOnRecipientInfoData, out obj) && (bool)obj)
{
this.DiagnosticsSession.TraceDebug("RecipientInfo-based relevance is enabled. Skip processing SentItems", new object[0]);
return;
}
DocumentProcessingContext documentProcessingContext = data.AsyncResult.AsyncState as DocumentProcessingContext;
Util.ThrowOnConditionFailed(documentProcessingContext != null, "Context object passed in async call is not of type DocumentProcessingContext");
Util.ThrowOnMismatchType <Document>(data.Document, "data.Document");
Document document = data.Document as Document;
this.DiagnosticsSession.TraceDebug <IIdentity>("Processing document - {0}", document.Identity);
IList <IDocument> list = null;
IDocument property = document.GetProperty <IDocument>(PeopleRelevanceSchema.SentItemsTrainingSubDocument);
this.DiagnosticsSession.TraceDebug <int>("Count of nested documents in the training set - {0}", property.NestedDocuments.Count);
if (document.TryGetProperty(PeopleRelevanceSchema.CurrentTimeWindowNumber, out obj))
{
document.SetProperty(PeopleRelevanceSchema.TimeWindowNumberAtLastRun, (long)obj);
}
bool flag = false;
foreach (IDocument document2 in property.NestedDocuments)
{
if (base.PipelineContext != null && InferencePipelineUtil.IsAbortOnProcessingRequested((PipelineContext)base.PipelineContext))
{
flag = true;
break;
}
this.DiagnosticsSession.TraceDebug <IIdentity>("Processing mini document - {0}", document2.Identity);
using (MdbDocument mdbDocument = MdbInferenceFactory.Current.CreateFullDocument(document2, documentProcessingContext, MdbPeoplePropertyMap.Instance, PeopleRelevanceDocumentFactory.SentItemsFullDocumentProperties))
{
this.DiagnosticsSession.TraceDebug <IIdentity>("Creating full document succeeded - {0}", mdbDocument.Identity);
if (document.TryGetProperty(PeopleRelevanceSchema.ContactList, out obj))
{
mdbDocument.SetProperty(PeopleRelevanceSchema.ContactList, obj);
}
if (document.TryGetProperty(PeopleRelevanceSchema.CurrentTimeWindowStartTime, out obj))
{
mdbDocument.SetProperty(PeopleRelevanceSchema.CurrentTimeWindowStartTime, obj);
mdbDocument.SetProperty(PeopleRelevanceSchema.CurrentTimeWindowNumber, document.GetProperty <long>(PeopleRelevanceSchema.CurrentTimeWindowNumber));
}
if (document.TryGetProperty(PeopleRelevanceSchema.MailboxOwner, out obj))
{
mdbDocument.SetProperty(PeopleRelevanceSchema.MailboxOwner, obj);
}
this.DiagnosticsSession.TraceDebug <IIdentity>("Pushing full document to the nested pipeline - {0}", mdbDocument.Identity);
try
{
this.NestedPipeline.ProcessDocument(mdbDocument, documentProcessingContext);
this.DiagnosticsSession.TraceDebug <IIdentity>("Processing full document in the nested pipeline completed without exceptions - {0}", mdbDocument.Identity);
if (mdbDocument.TryGetProperty(PeopleRelevanceSchema.SentTime, out obj))
{
document2.SetProperty(PeopleRelevanceSchema.SentTime, obj);
}
else
{
this.DiagnosticsSession.TraceDebug <IIdentity>("Missing sent time property in full document after completing nested pipeline - {0}", mdbDocument.Identity);
}
IDictionary <string, IInferenceRecipient> property2 = mdbDocument.GetProperty <IDictionary <string, IInferenceRecipient> >(PeopleRelevanceSchema.ContactList);
document.SetProperty(PeopleRelevanceSchema.ContactList, property2);
ExDateTime property3 = mdbDocument.GetProperty <ExDateTime>(PeopleRelevanceSchema.CurrentTimeWindowStartTime);
document.SetProperty(PeopleRelevanceSchema.CurrentTimeWindowStartTime, property3);
long property4 = mdbDocument.GetProperty <long>(PeopleRelevanceSchema.CurrentTimeWindowNumber);
document.SetProperty(PeopleRelevanceSchema.CurrentTimeWindowNumber, property4);
}
catch (ComponentException ex)
{
if (list == null)
{
list = new List <IDocument>(property.NestedDocuments.Count);
}
this.DiagnosticsSession.TraceError <IIdentity, string>("Received an operation failed exception while processing mini document - {0} message- {1}", document2.Identity, ex.Message);
this.DiagnosticsSession.TraceDebug <IIdentity>("Adding the mini document - {0} to the failed Documents collection", document2.Identity);
this.DiagnosticsSession.LogDiagnosticsInfo(DiagnosticsLoggingTag.Warnings, string.Format("U={0} - Received an operation failed exception while processing mini document - {1} message- {2}", documentProcessingContext.Session.MailboxOwner.MailboxInfo.PrimarySmtpAddress, document2.Identity, ex.Message), new object[0]);
list.Add(document2);
}
}
}
if (flag)
{
throw new AbortOnProcessingRequestedException();
}
int num = 0;
if (list != null && list.Count > 0)
{
num = list.Count;
this.DiagnosticsSession.TraceDebug <int>("Count of failed Documents - {0}", num);
property.RemoveDocuments(list);
if (property.NestedDocuments.Count == 0)
{
throw new NestedDocumentCountZeroException();
}
}
this.DiagnosticsSession.LogDiagnosticsInfo(DiagnosticsLoggingTag.Informational, string.Format("U={0} - NestedSentItemsPipeline: {1} messages processed successfully, {2} messages failed", documentProcessingContext.Session.MailboxOwner.MailboxInfo.PrimarySmtpAddress, property.NestedDocuments.Count, num), new object[0]);
}
