public static RequestTelemetry ConvertRequestToSdkApi(Telemetry inputTelemetry)
{
var result = new RequestTelemetry();
Request item = inputTelemetry.Request;
result.Id = item.Id;
result.Name = item.Name;
if (DateTimeOffset.TryParseExact(inputTelemetry.DateTime, "o", CultureInfo.InvariantCulture, DateTimeStyles.None, out var timestamp))
{
result.Timestamp = timestamp;
}
result.Duration = item.Duration?.ToTimeSpan() ?? TimeSpan.Zero;
result.ResponseCode = item.ResponseCode;
result.Success = item.Success?.Value;
result.Source = item.Source;
if (Uri.TryCreate(item.Url, UriKind.RelativeOrAbsolute, out Uri url))
{
result.Url = url;
}
result.Properties.PopulateFromProtobuf(item.Properties);
result.Metrics.PopulateFromProtobuf(item.Measurements);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
AiTelemetryConverter.CopySamplingFields(inputTelemetry, result);
return(result);
}
public static PageViewTelemetry ConvertPageViewToSdkApi(Telemetry inputTelemetry)
{
var result = new PageViewTelemetry();
PageView item = inputTelemetry.PageView;
item.Event = item.Event ?? new Event();
result.Id = item.Id;
if (Uri.TryCreate(item.Url, UriKind.RelativeOrAbsolute, out var uri))
{
result.Url = uri;
}
result.Duration = item.Duration?.ToTimeSpan() ?? TimeSpan.Zero;
result.Name = item.Event.Name;
result.Properties.PopulateFromProtobuf(item.Event?.Properties);
result.Metrics.PopulateFromProtobuf(item.Event?.Measurements);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
AiTelemetryConverter.CopySamplingFields(inputTelemetry, result);
return(result);
}
public static AvailabilityTelemetry ConvertAvailabilityToSdkApi(Telemetry inputTelemetry)
{
var result = new AvailabilityTelemetry();
Availability item = inputTelemetry.Availability;
result.Id = item.Id;
result.Name = item.Name;
if (DateTimeOffset.TryParseExact(inputTelemetry.DateTime, "o", CultureInfo.InvariantCulture, DateTimeStyles.None, out var timestamp))
{
result.Timestamp = timestamp;
}
result.Duration = item.Duration?.ToTimeSpan() ?? TimeSpan.Zero;
result.RunLocation = item.RunLocation;
result.Success = item.Success;
result.Message = item.Message;
result.Properties.PopulateFromProtobuf(item.Properties);
result.Metrics.PopulateFromProtobuf(item.Measurements);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
return(result);
}
public static DependencyTelemetry ConvertDependencyToSdkApi(Telemetry inputTelemetry)
{
var result = new DependencyTelemetry();
Dependency item = inputTelemetry.Dependency;
result.Type = item.Type;
result.Target = item.Target;
result.Name = item.Name;
result.Data = item.Data;
if (DateTimeOffset.TryParseExact(inputTelemetry.DateTime, "o", CultureInfo.InvariantCulture, DateTimeStyles.None, out var timestamp))
{
result.Timestamp = timestamp;
}
result.Duration = item.Duration?.ToTimeSpan() ?? TimeSpan.Zero;
result.ResultCode = item.ResultCode;
result.Success = item.Success?.Value ?? true;
result.Id = item.Id;
result.Properties.PopulateFromProtobuf(item.Properties);
result.Metrics.PopulateFromProtobuf(item.Measurements);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
AiTelemetryConverter.CopySamplingFields(inputTelemetry, result);
return(result);
}
private static void CopyCommonFields(Telemetry inputTelemetry, ITelemetry telemetry)
{
telemetry.Sequence = inputTelemetry.SequenceNumber;
if (DateTimeOffset.TryParseExact(inputTelemetry.DateTime, "o", CultureInfo.InvariantCulture, DateTimeStyles.None, out var timestamp))
{
telemetry.Timestamp = timestamp;
}
telemetry.Context.InstrumentationKey = inputTelemetry.InstrumentationKey;
AiTelemetryConverter.PopulateContext(inputTelemetry, telemetry);
}
public static EventTelemetry ConvertEventToSdkApi(Telemetry inputTelemetry)
{
var result = new EventTelemetry();
result.Name = inputTelemetry.Event.Name;
result.Properties.PopulateFromProtobuf(inputTelemetry.Event.Properties);
result.Metrics.PopulateFromProtobuf(inputTelemetry.Event.Measurements);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
AiTelemetryConverter.CopySamplingFields(inputTelemetry, result);
return(result);
}
public static MetricTelemetry ConvertMetricToSdkApi(Telemetry inputTelemetry)
{
// only one metric in the list is currently supported by Application Insights storage. If multiple data points were sent only the first one will be used
if (!inputTelemetry.Metric.Metrics.Any())
{
throw new ArgumentException("Metrics list can't be empty");
}
DataPoint firstMetric = inputTelemetry.Metric.Metrics[0];
MetricTelemetry result;
switch (firstMetric.Kind)
{
case DataPointType.Measurement:
result = new MetricTelemetry(firstMetric.Name, firstMetric.Value);
break;
case DataPointType.Aggregation:
firstMetric.Count = firstMetric.Count ?? new Google.Protobuf.WellKnownTypes.Int32Value()
{
Value = 1
};
firstMetric.Min = firstMetric.Min ?? new Google.Protobuf.WellKnownTypes.DoubleValue()
{
Value = firstMetric.Value
};
firstMetric.Max = firstMetric.Max ?? new Google.Protobuf.WellKnownTypes.DoubleValue()
{
Value = firstMetric.Value
};
firstMetric.StdDev = firstMetric.StdDev ?? new Google.Protobuf.WellKnownTypes.DoubleValue()
{
Value = 0
};
result = new MetricTelemetry(firstMetric.Name, firstMetric.Count.Value, firstMetric.Value, firstMetric.Min.Value, firstMetric.Max.Value, firstMetric.StdDev.Value);
break;
default:
throw new ArgumentOutOfRangeException(FormattableString.Invariant($"Unknown aggregation Kind: {firstMetric.Kind}"));
}
result.MetricNamespace = firstMetric.Ns;
result.Properties.PopulateFromProtobuf(inputTelemetry.Metric.Properties);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
return(result);
}
public static TraceTelemetry ConvertTraceToSdkApi(Telemetry inputTelemetry)
{
var result = new TraceTelemetry();
result.Message = inputTelemetry.Message.Message_;
result.SeverityLevel = AiTelemetryConverter.ConvertSeverityLevel(inputTelemetry.Message.SeverityLevel);
result.Properties.PopulateFromProtobuf(inputTelemetry.Message.Properties);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
AiTelemetryConverter.CopySamplingFields(inputTelemetry, result);
return(result);
}
public static ExceptionTelemetry ConvertExceptionToSdkApi(Telemetry inputTelemetry)
{
//!!! make sure we're onboarded onto a release version of AI SDK
var item = inputTelemetry.Exception;
var result = new ExceptionTelemetry(
item.Exceptions.Select(ed => new ExceptionDetailsInfo(ed.Id, ed.OuterId, ed.TypeName, ed.Message, ed.HasFullStack?.Value ?? true, ed.Stack,
ed.ParsedStack.Select(f => new Microsoft.ApplicationInsights.DataContracts.StackFrame(f.Assembly, f.FileName, f.Level, f.Line, f.Method)))),
AiTelemetryConverter.ConvertSeverityLevel(item.SeverityLevel), item.ProblemId, item.Properties, item.Measurements);
AiTelemetryConverter.CopyCommonFields(inputTelemetry, result);
AiTelemetryConverter.CopySamplingFields(inputTelemetry, result);
return(result);
}
/// <summary>
/// Processes an incoming telemetry batch for AI channel.
/// </summary>
/// <remarks>This method may be called from multiple threads concurrently.</remarks>
private void OnAiBatchReceived(TelemetryBatch batch, ServerCallContext callContext)
{
try
{
// send incoming telemetry items to the telemetryClient
foreach (Telemetry telemetry in batch.Items)
{
ITelemetry convertedTelemetry = null;
try
{
Diagnostics.LogTrace($"AI message received: {batch.Items.Count} items, first item: {batch.Items.First().InstrumentationKey}");
switch (telemetry.DataCase)
{
case Telemetry.DataOneofCase.Event:
convertedTelemetry = AiTelemetryConverter.ConvertEventToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.Message:
convertedTelemetry = AiTelemetryConverter.ConvertTraceToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.Metric:
convertedTelemetry = AiTelemetryConverter.ConvertMetricToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.Exception:
convertedTelemetry = AiTelemetryConverter.ConvertExceptionToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.Dependency:
convertedTelemetry = AiTelemetryConverter.ConvertDependencyToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.Availability:
convertedTelemetry = AiTelemetryConverter.ConvertAvailabilityToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.PageView:
convertedTelemetry = AiTelemetryConverter.ConvertPageViewToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.Request:
convertedTelemetry = AiTelemetryConverter.ConvertRequestToSdkApi(telemetry);
break;
case Telemetry.DataOneofCase.None:
throw new ArgumentException(
FormattableString.Invariant($"Empty AI telemetry item encountered"));
default:
throw new ArgumentException(
FormattableString.Invariant($"Unknown AI telemetry item type encountered"));
}
}
catch (Exception e)
{
// an unexpected issue during conversion
// log and carry on
Diagnostics.LogError(
FormattableString.Invariant(
$"Could not convert an incoming AI telemetry item. {e.ToString()}"));
}
try
{
if (convertedTelemetry != null)
{
this.telemetryClient.Track(convertedTelemetry);
}
}
catch (Exception e)
{
// an unexpected issue while tracking an item
// log and carry on
Diagnostics.LogError(
FormattableString.Invariant(
$"Could not track an incoming AI telemetry item. {e.ToString()}"));
}
}
}
catch (Exception e)
{
// an unexpected issue while processing the batch
// log and carry on
Diagnostics.LogError(
FormattableString.Invariant(
$"Could not process an incoming AI telemetry batch. {e.ToString()}"));
}
}
