Пример #1
0
        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]);
        }
Пример #2
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);
        }