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);
}
}
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);
}
internal IList <object> ExtractClassificationProperties(InferencePropertyBag classificationDiagnostics, IDocument document, InferenceClassificationTracking tracking)
{
object item = null;
object item2 = null;
object obj = null;
object obj2 = null;
object obj3 = null;
object obj4 = null;
object obj5 = null;
object obj6 = null;
object obj7 = null;
object item3 = null;
object item4 = null;
object obj8 = null;
string item5 = string.Empty;
string item6 = string.Empty;
string item7 = string.Empty;
string item8 = string.Empty;
string value = null;
string item9 = null;
string text = "Null";
string item10 = null;
string value2 = null;
string item11 = null;
object obj9 = null;
object obj10 = null;
string item12 = null;
object item13 = null;
object item14 = null;
object item15 = null;
object item16 = null;
object item17 = null;
object item18 = null;
object item19 = null;
object item20 = null;
object obj11 = null;
object item21 = null;
if (classificationDiagnostics != null)
{
classificationDiagnostics.TryGetValue(InferenceSchema.InternetMessageId, out item2);
classificationDiagnostics.TryGetValue(InferenceSchema.MessageClassificationTime, out obj);
classificationDiagnostics.TryGetValue(InferenceSchema.OriginalDeliveryFolder, out obj2);
classificationDiagnostics.TryGetValue(InferenceSchema.MarkedAsBulk, out obj3);
classificationDiagnostics.TryGetValue(InferenceSchema.TimeTakenToClassify, out obj4);
classificationDiagnostics.TryGetValue(InferenceSchema.ModelVersion, out obj5);
classificationDiagnostics.TryGetValue(InferenceSchema.TimeTakenToInfer, out obj6);
classificationDiagnostics.TryGetValue(InferenceSchema.ServerName, out obj7);
classificationDiagnostics.TryGetValue(InferenceSchema.ClassificationStatus, out item3);
classificationDiagnostics.TryGetValue(InferenceSchema.ClassificationStatusMessage, out item4);
classificationDiagnostics.TryGetValue(InferenceSchema.ClassificationAgentException, out obj8);
classificationDiagnostics.TryGetValue(DocumentSchema.MailboxId, out item);
classificationDiagnostics.TryGetValue(InferenceSchema.ClutterValueBeforeOverride, out obj9);
classificationDiagnostics.TryGetValue(InferenceSchema.ClutterValueAfterOverride, out obj10);
classificationDiagnostics.TryGetValue(InferenceSchema.Locale, out item13);
classificationDiagnostics.TryGetValue(InferenceSchema.IsClutter, out item14);
classificationDiagnostics.TryGetValue(InferenceSchema.TenantName, out item15);
classificationDiagnostics.TryGetValue(InferenceSchema.IsUiEnabled, out item16);
classificationDiagnostics.TryGetValue(InferenceSchema.ClutterEnabled, out item18);
classificationDiagnostics.TryGetValue(InferenceSchema.ClassificationEnabled, out item19);
classificationDiagnostics.TryGetValue(InferenceSchema.MessageIdentifier, out item20);
classificationDiagnostics.TryGetValue(InferenceSchema.HasBeenClutterInvited, out item21);
classificationDiagnostics.TryGetValue(InferenceSchema.InferenceClassificationResult, out obj11);
if (obj11 is InferenceClassificationResult)
{
obj11 = (int)obj11;
}
if (obj8 != null)
{
Exception ex = obj8 as Exception;
if (ex != null)
{
item8 = InferenceCommonUtility.StringizeException(ex);
if (ex.TargetSite != null)
{
item7 = ex.TargetSite.Name;
}
item5 = ex.GetType().Name;
if (ex.InnerException != null)
{
item6 = ex.InnerException.GetType().Name;
}
}
}
object obj12 = null;
if (classificationDiagnostics.TryGetValue(InferenceSchema.PredictedActionsThresholds, out obj12))
{
IDictionary <PredictedMessageAction, short> dictionary = obj12 as IDictionary <PredictedMessageAction, short>;
if (dictionary != null)
{
value = string.Join(",", from kvp in dictionary
select string.Format("{0}:{1}", (int)kvp.Key, kvp.Value));
item9 = string.Join("#", from kvp in dictionary
select string.Format("{0}:{1}", ActionSets.GetActionName(kvp.Key), kvp.Value));
}
}
obj12 = null;
if (classificationDiagnostics.TryGetValue(InferenceSchema.ConversationClutterInformation, out obj12))
{
ConversationClutterInformation conversationClutterInformation = obj12 as ConversationClutterInformation;
if (conversationClutterInformation != null)
{
text = conversationClutterInformation.State.ToString();
}
}
else
{
text = null;
}
obj12 = null;
IList <PredictedActionAndProbability> list = null;
if (classificationDiagnostics.TryGetValue(InferenceSchema.PredictedActionsAll, out obj12))
{
list = (obj12 as IList <PredictedActionAndProbability>);
}
if (list != null)
{
StringBuilder stringBuilder = new StringBuilder();
StringBuilder stringBuilder2 = new StringBuilder();
foreach (PredictedActionAndProbability predictedActionAndProbability in list)
{
stringBuilder2.Append(string.Format("{0}:{1},", (int)predictedActionAndProbability.Action, predictedActionAndProbability.Probability));
stringBuilder.Append(string.Format("{0}:{1}#", ActionSets.GetActionName(predictedActionAndProbability.Action), predictedActionAndProbability.Probability));
}
item10 = stringBuilder.ToString();
value2 = stringBuilder2.ToString();
}
obj12 = null;
if (classificationDiagnostics.TryGetValue(InferenceSchema.UserFlightFeatures, out obj12))
{
VariantConfigurationSnapshot variantConfigurationSnapshot = (VariantConfigurationSnapshot)obj12;
StringBuilder stringBuilder3 = new StringBuilder();
foreach (IFeature feature in variantConfigurationSnapshot.Inference.GetObjectsOfType <IFeature>().Values)
{
stringBuilder3.Append(string.Format("{0}:{1}#", feature.Name, feature.Enabled));
}
item12 = stringBuilder3.ToString();
}
}
int? num = null;
string item22 = null;
string value3 = null;
object item23 = null;
object item24 = null;
object item25 = null;
object item26 = null;
if (document != null)
{
object obj13 = null;
obj13 = null;
ModelData modelData = null;
if (document.TryGetProperty(InferenceSchema.ActionModel, out obj13))
{
modelData = (obj13 as ModelData);
}
obj13 = null;
if (document.TryGetProperty(InferenceSchema.ConversationImportanceProperties, out obj13))
{
IConversationProperties conversationProperties = obj13 as IConversationProperties;
if (conversationProperties != null)
{
num = new int?(conversationProperties.NumberOfPreviousMessages);
}
}
if (modelData != null)
{
obj13 = null;
if (document.TryGetProperty(InferenceSchema.MessageFeatureVectorData, out obj13))
{
IMessageData messageData = obj13 as IMessageData;
if (messageData != null)
{
item22 = InferenceUtil.GetMessageFeatureValuesAsString(messageData.FeatureValues, modelData);
value3 = InferenceUtil.GetMessageFeatureValuesAsCompactString(messageData.FeatureValues, modelData);
}
}
}
obj13 = null;
PredictedActionAndProbability[] array = null;
if (document.TryGetProperty(InferenceSchema.PredictedActions, out obj13))
{
array = (obj13 as PredictedActionAndProbability[]);
}
if (array != null)
{
StringBuilder stringBuilder4 = new StringBuilder();
foreach (PredictedActionAndProbability predictedActionAndProbability2 in array)
{
stringBuilder4.Append(string.Format("{0}:{1}#", ActionSets.GetActionName(predictedActionAndProbability2.Action), predictedActionAndProbability2.Probability));
}
item11 = stringBuilder4.ToString();
}
document.TryGetProperty(InferenceSchema.ConversationId, out item23);
document.TryGetProperty(InferenceSchema.ModelVersionBreadCrumb, out item26);
obj13 = null;
if (document.TryGetProperty(InferenceSchema.ModelVersionToLoad, out obj13))
{
ModelVersionSelector.ModelVersionInfo modelVersionInfo = obj13 as ModelVersionSelector.ModelVersionInfo;
if (modelVersionInfo != null)
{
item24 = modelVersionInfo.Version;
}
}
document.TryGetProperty(InferenceSchema.ComputedClutterValue, out item25);
}
tracking.Trace("SV", InferenceCommonUtility.ServerVersion);
tracking.Trace("CT", obj);
tracking.Trace("ODF", obj2);
tracking.Trace("MAB", obj3);
tracking.Trace("TTC", obj4);
tracking.Trace("SN", obj7);
if (text != null)
{
tracking.Trace("CCS", text);
}
tracking.Trace("MV", obj5);
tracking.Trace("CPMC", num ?? 0);
tracking.Trace("PA", value2);
tracking.Trace("TI", obj6);
tracking.Trace("PAT", value);
tracking.Trace("CVBOR", obj9);
tracking.Trace("CVAOR", obj10);
tracking.Trace("FVW", value3);
return(new List <object>(this.columnCount)
{
DateTime.UtcNow,
item,
item2,
item3,
item4,
obj7,
InferenceCommonUtility.ServerVersion,
item24,
obj5,
obj,
obj4,
obj2,
obj3,
text,
num,
item11,
item10,
item25,
item9,
obj6,
item22,
item5,
item6,
item7,
item8,
obj9,
obj10,
item12,
item23,
item14,
item16,
item15,
item13,
item26,
item17,
item18,
item19,
item20,
obj11,
item21
});
}
