コード例 #1
0
        public static IDeliveryClassificationStrategy Create(MailboxSession session, VariantConfigurationSnapshot snapshot)
        {
            IDeliveryClassificationStrategy result = null;

            if (snapshot != null && ClutterUtilities.IsClassificationEnabled(session, snapshot))
            {
                result = new FolderBasedClassificationStrategy();
            }
            return(result);
        }
コード例 #2
0
        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);
        }
コード例 #3
0
        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());
            }
        }
コード例 #4
0
 internal static void ReadFolderBasedClutterSettings(MailboxSession mailboxSession, VariantConfigurationSnapshot configurationSnapshot, OwaUserConfiguration userConfiguration)
 {
     userConfiguration.SegmentationSettings.PredictedActions = ClutterUtilities.IsClutterEnabled(mailboxSession, configurationSnapshot);
     userConfiguration.UserOptions.ShowInferenceUiElements   = ClutterUtilities.IsClassificationEnabled(mailboxSession, configurationSnapshot);
 }
コード例 #5
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);
        }