public static IDeliveryClassificationStrategy Create(MailboxSession session, VariantConfigurationSnapshot snapshot) { IDeliveryClassificationStrategy result = null; if (snapshot != null && ClutterUtilities.IsClassificationEnabled(session, snapshot)) { result = new FolderBasedClassificationStrategy(); } return(result); }
private static IConversationClutterProcessor CreateInternal(IStoreSession session) { IConversationClutterProcessor result = null; MailboxSession mailboxSession = session as MailboxSession; if (mailboxSession != null && ClutterUtilities.IsClutterEnabled(mailboxSession, mailboxSession.MailboxOwner.GetConfiguration())) { result = new FolderBasedConversationClutterProcessor(mailboxSession); } return(result); }
internal static void UpdateClutterClassificationEnabled(MailboxSession mailboxSession, VariantConfigurationSnapshot configurationSnapshot, bool enable) { bool flag = ClutterUtilities.IsClassificationEnabled(mailboxSession, configurationSnapshot); if (!flag && enable) { ClutterUtilities.OptUserIn(mailboxSession, configurationSnapshot, new FrontEndLocator()); return; } if (flag && !enable) { ClutterUtilities.OptUserOut(mailboxSession, configurationSnapshot, new FrontEndLocator()); } }
internal static void ReadFolderBasedClutterSettings(MailboxSession mailboxSession, VariantConfigurationSnapshot configurationSnapshot, OwaUserConfiguration userConfiguration) { userConfiguration.SegmentationSettings.PredictedActions = ClutterUtilities.IsClutterEnabled(mailboxSession, configurationSnapshot); userConfiguration.UserOptions.ShowInferenceUiElements = ClutterUtilities.IsClassificationEnabled(mailboxSession, configurationSnapshot); }
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); }