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]); }
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); }