Prometheus is a popular open-source monitoring system that collects and stores time series data. It is widely used for monitoring applications and infrastructure, and it provides a powerful query language for analyzing the collected data. In this article, we will show you how to add traces and exceptions to Prometheus using OpenTelemetry in .NET 6.
OpenTelemetry is a collection of tools, APIs, and SDKs that can be used to generate, collect, and export telemetry data (metrics, traces, and logs) from your applications. It is an open-source project that is backed by many major companies, including Google, Microsoft, and IBM. OpenTelemetry is designed to be vendor-neutral, so you can use it to send your telemetry data to any backend that supports the OpenTelemetry Protocol (OTLP).
Adding Traces to Prometheus
Traces are a way to record the flow of requests through your application. They can help you understand how your application is performing, and they can help you identify bottlenecks and performance issues. To add traces to Prometheus using OpenTelemetry in .NET 6, you will need to do the following:
- Install the
OpenTelemetry.Exporter.PrometheusNuGet package. - Create a new
TracerProviderinstance, and configure it to use the Prometheus exporter. - Use the
TracerProviderto create a newTracerinstance, and use theTracerto create spans for your requests.
Here is an example of how to do this:
using OpenTelemetry;
using OpenTelemetry.Metrics;
using OpenTelemetry.Resources;
using OpenTelemetry.Trace;
var builder = WebApplication.CreateBuilder(args);
builder.Services.AddOpenTelemetry()
.WithTracing(tracingBuilder =>
{
tracingBuilder
.AddSource("MyCompany.MyProduct")
.SetResourceBuilder(ResourceBuilder.CreateDefault().AddService("my-service"))
.AddPrometheusExporter("0.0.0.0:3000");
});
var app = builder.Build();
app.UseOpenTelemetryPrometheusScrapingEndpoint();
app.MapGet("/", () => "Hello World!");
app.Run();
In this example, we are using the AddOpenTelemetry() method to add OpenTelemetry to our application. We are then configuring the tracing subsystem to use the Prometheus exporter, and we are setting the resource to include the service name. Finally, we are using the UseOpenTelemetryPrometheusScrapingEndpoint() method to expose the Prometheus metrics endpoint. This endpoint will be available at /metrics, and it will allow Prometheus to scrape the metrics from our application.
Adding Exceptions to Prometheus
Exceptions are a way to record errors that occur in your application. They can help you understand how your application is behaving, and they can help you identify and fix issues. To add exceptions to Prometheus using OpenTelemetry in .NET 6, you will need to do the following:
- Install the
OpenTelemetry.Exporter.PrometheusNuGet package. - Create a new
MeterProviderinstance, and configure it to use the Prometheus exporter. - Use the
MeterProviderto create a newMeterinstance, and use theMeterto create a newCounterorHistogramto record the exceptions.
Here is an example of how to do this:
using OpenTelemetry;
using OpenTelemetry.Metrics;
using OpenTelemetry.Resources;
var builder = WebApplication.CreateBuilder(args);
builder.Services.AddOpenTelemetry()
.WithMetrics(metricsBuilder =>
{
metricsBuilder
.AddMeter("MyCompany.MyProduct")
.SetResourceBuilder(ResourceBuilder.CreateDefault().AddService("my-service"))
.AddPrometheusExporter("0.0.0.0:3000");
});
var app = builder.Build();
app.UseOpenTelemetryPrometheusScrapingEndpoint();
app.Use(async (context, next) =>
{
var meter = app.Services.GetService<Meter>("MyCompany.MyProduct");
var exceptionCounter = meter.CreateCounter("exceptions_total");
try
{
await next();
}
catch (Exception ex)
{
exceptionCounter.Add(1, new KeyValuePair<string, object>
```