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);
}
public void LogModelComparisonData(MdbDocument document, InferencePropertyBag classificationDiagnostics)
{
if (document != null && classificationDiagnostics != null)
{
object obj;
object item = classificationDiagnostics.TryGetValue(DocumentSchema.MailboxId, out obj) ? obj : null;
object item2 = classificationDiagnostics.TryGetValue(InferenceSchema.MessageIdentifier, out obj) ? obj : null;
object item3 = classificationDiagnostics.TryGetValue(InferenceSchema.InternetMessageId, out obj) ? obj : null;
object item4 = classificationDiagnostics.TryGetValue(InferenceSchema.MessageClassificationTime, out obj) ? obj : null;
Exception ex = classificationDiagnostics.TryGetValue(InferenceSchema.ClassificationAgentException, out obj) ? ((Exception)obj) : null;
ModelVersionSelector.ModelVersionInfo modelVersionInfo = document.TryGetProperty(InferenceSchema.ModelVersionToLoad, out obj) ? ((ModelVersionSelector.ModelVersionInfo)obj) : null;
object item5 = -1;
object item6 = -1;
object item7 = null;
UserConfigurationOverride userConfigurationOverride = document.TryGetProperty(InferenceSchema.UserConfigurationOverride, out obj) ? ((UserConfigurationOverride)obj) : null;
PredictedActionAndProbability predictedActionAndProbability = null;
List <PredictedActionAndProbability> list = classificationDiagnostics.TryGetValue(InferenceSchema.PredictedActionsAll, out obj) ? ((List <PredictedActionAndProbability>)obj) : null;
if (list != null)
{
predictedActionAndProbability = list.FirstOrDefault((PredictedActionAndProbability entry) => entry.Action == PredictedMessageAction.Clutter);
}
IList <object> list2 = new List <object>(InferenceClassificationComparisonLogger.Columns.Count);
list2.Add(DateTime.UtcNow);
list2.Add(InferenceCommonUtility.ServerVersion);
list2.Add(item);
list2.Add(item2);
list2.Add((modelVersionInfo == null) ? string.Empty : modelVersionInfo.Version.ToString());
list2.Add(item5);
list2.Add(item6);
list2.Add(item4);
list2.Add((predictedActionAndProbability == null) ? string.Empty : predictedActionAndProbability.Probability.ToString());
list2.Add((userConfigurationOverride == null) ? string.Empty : userConfigurationOverride.ClutterThreshold.ToString());
list2.Add(item3);
list2.Add((ex == null) ? string.Empty : InferenceCommonUtility.StringizeException(ex));
list2.Add(item7);
this.dataLogger.Log(list2);
}
}
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]);
}
public void OnPromotedMessageHandler(StoreDriverEventSource source, StoreDriverDeliveryEventArgs args)
{
this.wasMessageDelivered = false;
this.logValues = null;
StoreDriverDeliveryEventArgsImpl storeDriverDeliveryEventArgsImpl = (StoreDriverDeliveryEventArgsImpl)args;
Stopwatch stopwatch = Stopwatch.StartNew();
InferencePropertyBag inferencePropertyBag = new InferencePropertyBag();
MdbDocument mdbDocument = null;
VariantConfigurationSnapshot variantConfigurationSnapshot = null;
try
{
InferenceClassificationAgent.tracer.TraceDebug(0L, "Called InferenceClassificationAgent.OnPromotedMessageHandler");
inferencePropertyBag.Add(InferenceSchema.MessageClassificationTime, ExDateTime.UtcNow);
inferencePropertyBag.Add(InferenceSchema.ServerName, this.server.Name);
if (storeDriverDeliveryEventArgsImpl.MailboxSession != null)
{
inferencePropertyBag.Add(DocumentSchema.MailboxId, storeDriverDeliveryEventArgsImpl.MailboxSession.MailboxGuid.ToString());
inferencePropertyBag.Add(InferenceSchema.ClutterEnabled, storeDriverDeliveryEventArgsImpl.MailboxSession.Mailbox.GetValueOrDefault <bool>(MailboxSchema.InferenceClutterEnabled, false));
inferencePropertyBag.Add(InferenceSchema.ClassificationEnabled, storeDriverDeliveryEventArgsImpl.MailboxSession.Mailbox.GetValueOrDefault <bool>(MailboxSchema.InferenceClassificationEnabled, false));
inferencePropertyBag.Add(InferenceSchema.HasBeenClutterInvited, storeDriverDeliveryEventArgsImpl.MailboxSession.Mailbox.GetValueOrDefault <bool>(MailboxSchema.InferenceHasBeenClutterInvited, false));
}
inferencePropertyBag.Add(InferenceSchema.InternetMessageId, storeDriverDeliveryEventArgsImpl.ReplayItem.InternetMessageId);
inferencePropertyBag.Add(InferenceSchema.Locale, InferenceClassificationAgent.GetLocale(storeDriverDeliveryEventArgsImpl));
if (storeDriverDeliveryEventArgsImpl.MailboxOwner != null && storeDriverDeliveryEventArgsImpl.MailboxOwner.OrganizationId != null && storeDriverDeliveryEventArgsImpl.MailboxOwner.OrganizationId.OrganizationalUnit != null)
{
inferencePropertyBag.Add(InferenceSchema.TenantName, storeDriverDeliveryEventArgsImpl.MailboxOwner.OrganizationId.OrganizationalUnit.Name);
}
if (!InferenceClassificationAgent.IsMailboxInteresting(storeDriverDeliveryEventArgsImpl))
{
inferencePropertyBag.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Skipped);
inferencePropertyBag.Add(InferenceSchema.ClassificationStatusMessage, "MailboxNotInteresting");
}
else if (!InferenceClassificationAgent.IsMessageInteresting(storeDriverDeliveryEventArgsImpl))
{
inferencePropertyBag.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Skipped);
inferencePropertyBag.Add(InferenceSchema.ClassificationStatusMessage, "MessageNotInteresting");
}
else
{
storeDriverDeliveryEventArgsImpl.PropertiesForAllMessageCopies = (storeDriverDeliveryEventArgsImpl.PropertiesForAllMessageCopies ?? new Dictionary <PropertyDefinition, object>());
Guid guid = Guid.NewGuid();
storeDriverDeliveryEventArgsImpl.PropertiesForAllMessageCopies[MessageItemSchema.InferenceMessageIdentifier] = guid;
inferencePropertyBag.Add(InferenceSchema.MessageIdentifier, guid);
variantConfigurationSnapshot = FlightModule.GetFlightFeatures(storeDriverDeliveryEventArgsImpl.MailboxOwner);
if (variantConfigurationSnapshot != null)
{
inferencePropertyBag.Add(InferenceSchema.UserFlightFeatures, variantConfigurationSnapshot);
}
IDeliveryClassificationStrategy deliveryClassificationStrategy = ClassificationStrategyFactory.Create(storeDriverDeliveryEventArgsImpl.MailboxSession, variantConfigurationSnapshot);
inferencePropertyBag.Add(InferenceSchema.IsUiEnabled, deliveryClassificationStrategy != null);
OriginalDeliveryFolderInfo originalDeliveryFolderInfo = InferenceClassificationAgent.GetOriginalDeliveryFolderInfo(storeDriverDeliveryEventArgsImpl);
storeDriverDeliveryEventArgsImpl.PropertiesForAllMessageCopies[ItemSchema.OriginalDeliveryFolderInfo] = originalDeliveryFolderInfo.Serialize();
inferencePropertyBag.Add(InferenceSchema.OriginalDeliveryFolder, originalDeliveryFolderInfo);
if (!InferenceClassificationAgent.IsDeliveryFolderInteresting(originalDeliveryFolderInfo))
{
inferencePropertyBag.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Skipped);
inferencePropertyBag.Add(InferenceSchema.ClassificationStatusMessage, "DeliveryFolderNotInteresting");
}
else if (!this.isPipelineEnabled)
{
inferencePropertyBag.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Failed);
inferencePropertyBag.Add(InferenceSchema.ClassificationStatusMessage, "PipelineDisabled");
InferenceClassificationProcessing.NumberOfItemsSkippedDueToDisabledPipeline.Increment();
}
else
{
ConversationClutterInformation conversationClutterInformation = null;
bool flag = false;
InferenceClassificationResult inferenceClassificationResult = InferenceClassificationResult.None;
if (this.RunClassificationPipeline(storeDriverDeliveryEventArgsImpl, inferencePropertyBag, variantConfigurationSnapshot, out mdbDocument, out flag, out conversationClutterInformation))
{
if (flag)
{
inferenceClassificationResult |= InferenceClassificationResult.IsClutterModel;
}
string value = string.Empty;
bool flag2 = false;
bool flag3;
InferenceClassificationResult inferenceClassificationResult2;
string text;
bool flag4;
if (InferenceClassificationAgent.CheckForRuleAndConversationOverrides(storeDriverDeliveryEventArgsImpl.SharedPropertiesBetweenAgents, originalDeliveryFolderInfo, out flag3, out inferenceClassificationResult2, out text, out flag4))
{
flag = flag3;
value = text;
}
inferenceClassificationResult |= inferenceClassificationResult2;
if (flag4 && conversationClutterInformation != null)
{
flag = conversationClutterInformation.IsNewMessageClutter(flag, out flag2);
}
inferencePropertyBag.Add(InferenceSchema.IsClutter, flag);
if (flag)
{
inferenceClassificationResult |= InferenceClassificationResult.IsClutterFinal;
}
if (deliveryClassificationStrategy != null)
{
deliveryClassificationStrategy.ApplyClassification(storeDriverDeliveryEventArgsImpl, inferenceClassificationResult);
if (flag2 && conversationClutterInformation != null)
{
conversationClutterInformation.MarkItemsAsNotClutter();
}
}
storeDriverDeliveryEventArgsImpl.PropertiesForAllMessageCopies[ItemSchema.InferenceClassificationResult] = inferenceClassificationResult;
inferencePropertyBag.Add(InferenceSchema.InferenceClassificationResult, inferenceClassificationResult);
inferencePropertyBag.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Succeeded);
inferencePropertyBag.Add(InferenceSchema.ClassificationStatusMessage, value);
}
}
}
}
catch (Exception ex)
{
if (ex is OutOfMemoryException || ex is StackOverflowException || ex is ThreadAbortException)
{
throw;
}
Exception innerException = ex.InnerException;
if (innerException is StorageTransientException)
{
InferenceClassificationProcessing.NumberOfTransientExceptions.Increment();
}
else if (innerException is QuotaExceededException)
{
InferenceClassificationProcessing.NumberOfQuotaExceededExceptions.Increment();
}
this.diagnosticsSession.LogDiagnosticsInfo(DiagnosticsLoggingTag.Failures, "Received exception {0}", new object[]
{
ex
});
inferencePropertyBag.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Failed);
inferencePropertyBag.Add(InferenceSchema.ClassificationStatusMessage, "Exception");
inferencePropertyBag.Add(InferenceSchema.ClassificationAgentException, ex);
}
finally
{
stopwatch.Stop();
InferenceClassificationAgent.tracer.TraceDebug <long>((long)this.GetHashCode(), "InferenceClassification agent took {0} ms to process the item.", stopwatch.ElapsedMilliseconds);
inferencePropertyBag.Add(InferenceSchema.TimeTakenToClassify, stopwatch.ElapsedMilliseconds);
if (storeDriverDeliveryEventArgsImpl.MailboxSession != null)
{
InferenceClassificationAgent.RecordPerformanceCounter(storeDriverDeliveryEventArgsImpl.MailboxSession.MdbGuid.ToString(), stopwatch.ElapsedMilliseconds);
}
InferenceClassificationTracking inferenceClassificationTracking = InferenceClassificationTracking.Create();
this.logValues = this.classificationAgentLogger.ExtractClassificationProperties(inferencePropertyBag, mdbDocument, inferenceClassificationTracking);
if (variantConfigurationSnapshot != null && variantConfigurationSnapshot.Inference.InferenceStampTracking.Enabled)
{
storeDriverDeliveryEventArgsImpl.PropertiesForAllMessageCopies[MessageItemSchema.InferenceClassificationTrackingEx] = inferenceClassificationTracking.ToString();
}
if (mdbDocument != null)
{
mdbDocument.Dispose();
mdbDocument = null;
}
}
}
internal bool RunClassificationPipeline(StoreDriverDeliveryEventArgsImpl argsImpl, InferencePropertyBag classificationDiagnostics, VariantConfigurationSnapshot flightFeatures, out MdbDocument document, out bool isClutter, out ConversationClutterInformation conversationClutterInformation)
{
document = null;
isClutter = false;
conversationClutterInformation = null;
InferenceClassificationAgent.tracer.TraceDebug((long)this.GetHashCode(), "Processing incoming message");
ModelVersionBreadCrumb breadCrumb = ClutterUtilities.GetModelVersionBreadCrumb(argsImpl.MailboxSession);
ModelVersionSelector versionSelector = new ModelVersionSelector(this.modelConfiguration, breadCrumb, delegate(string str)
{
this.diagnosticsSession.TraceDebug(str, new object[0]);
});
if (versionSelector.ClassificationModelVersion.Version == -2147483648)
{
classificationDiagnostics.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Skipped);
classificationDiagnostics.Add(InferenceSchema.ClassificationStatusMessage, "ClassificationModelNotFound");
return(false);
}
MdbInferenceRecipient ownerAsInferenceRecipient;
if (string.Equals(argsImpl.MailboxSession.MailboxOwner.MailboxInfo.DisplayName, argsImpl.MailboxSession.MailboxOwner.LegacyDn, StringComparison.OrdinalIgnoreCase))
{
ownerAsInferenceRecipient = new MdbInferenceRecipient(argsImpl.MailboxSession.MailboxOwner, argsImpl.MailboxSession.Culture, argsImpl.MailboxOwner.DisplayName);
}
else
{
ownerAsInferenceRecipient = new MdbInferenceRecipient(argsImpl.MailboxSession.MailboxOwner, argsImpl.MailboxSession.Culture, null);
}
bool?conversationLoadRequired = null;
if (argsImpl.SharedPropertiesBetweenAgents != null && argsImpl.SharedPropertiesBetweenAgents.ContainsKey(ItemSchema.ConversationLoadRequiredByInference))
{
conversationLoadRequired = new bool?((bool)argsImpl.SharedPropertiesBetweenAgents[ItemSchema.ConversationLoadRequiredByInference]);
}
DocumentProcessingContext processingContext = new DocumentProcessingContext(argsImpl.MailboxSession);
MdbCompositeItemIdentity mdbCompositeItemIdentity = new MdbCompositeItemIdentity(argsImpl.MailboxSession.MdbGuid, argsImpl.MailboxSession.MailboxGuid, StoreObjectId.DummyId, 1);
MdbInMemoryDocumentAdapter mdbInMemoryDocumentAdapter = new MdbInMemoryDocumentAdapter(mdbCompositeItemIdentity, argsImpl.ReplayItem, MdbInferencePropertyMap.Instance);
document = new MdbDocument(mdbCompositeItemIdentity, DocumentOperation.Insert, mdbInMemoryDocumentAdapter);
object uniqueBodyWords;
document.TryGetProperty(InferenceSchema.UniqueBodyWordsFromProvider, out uniqueBodyWords);
this.ProcessClassificationDocument(document, classificationDiagnostics, versionSelector.ClassificationModelVersion, processingContext, ownerAsInferenceRecipient, breadCrumb, flightFeatures, uniqueBodyWords, conversationLoadRequired);
IItem inMemoryItem = mdbInMemoryDocumentAdapter.InMemoryItem;
if (inMemoryItem == null)
{
InferenceClassificationAgent.tracer.TraceError((long)this.GetHashCode(), "The InMemoryItem of the inMemDocAdapter was null");
classificationDiagnostics.Add(InferenceSchema.ClassificationStatus, InferenceClassificationAgentLogger.Status.Skipped);
classificationDiagnostics.Add(InferenceSchema.ClassificationStatusMessage, "InMemoryItemNull");
return(false);
}
object obj;
if (document.TryGetProperty(InferenceSchema.ConversationClutterInformation, out obj))
{
conversationClutterInformation = (obj as ConversationClutterInformation);
}
classificationDiagnostics.Add(InferenceSchema.ConversationClutterInformation, conversationClutterInformation);
classificationDiagnostics.Add(InferenceSchema.MarkedAsBulk, InferenceClassificationAgent.IsBulkMail(argsImpl, argsImpl.MailboxOwner));
isClutter = document.GetProperty <bool>(InferenceSchema.ComputedClutterValue);
foreach (StorePropertyDefinition propertyDefinition in InferenceClassificationAgent.PropertiesToReplicate)
{
InferenceClassificationAgent.CopyIfValid(propertyDefinition, inMemoryItem, argsImpl.PropertiesForAllMessageCopies);
}
if (this.classificationComparisonLogger != null && flightFeatures != null && flightFeatures.Inference.InferenceModelComparison.Enabled)
{
IEnumerable <int> enumerable = from entry in versionSelector.TrainingModelVersions
where entry.Version != versionSelector.ClassificationModelVersion.Version && (breadCrumb.Contains((short)entry.Version, ModelVersionBreadCrumb.VersionType.Ready) || breadCrumb.Contains((short)entry.Version, ModelVersionBreadCrumb.VersionType.NotReady))
select entry.Version;
if (enumerable != null && enumerable.Any <int>())
{
Dictionary <OrderedFeatureSet, FeatureValues> dictionary = new Dictionary <OrderedFeatureSet, FeatureValues>();
dictionary.Add(ModelConfiguration.GetModelVersionConfiguration(versionSelector.ClassificationModelVersion.Version).FeatureSet, document.GetProperty <FeatureValues>(InferenceSchema.ImportanceFeatureValues));
this.classificationComparisonLogger.LogModelComparisonData(document, classificationDiagnostics);
foreach (int comparisonVersion in enumerable)
{
MdbDocument mdbDocument = new MdbDocument(mdbCompositeItemIdentity, DocumentOperation.Insert, mdbInMemoryDocumentAdapter);
InferencePropertyBag inferencePropertyBag = new InferencePropertyBag();
this.ProcessClassificationDocumentForComparisonModel(mdbDocument, inferencePropertyBag, comparisonVersion, document, classificationDiagnostics, dictionary, processingContext, ownerAsInferenceRecipient, breadCrumb, flightFeatures, uniqueBodyWords, conversationLoadRequired);
this.classificationComparisonLogger.LogModelComparisonData(mdbDocument, inferencePropertyBag);
}
}
}
return(true);
}
