Best practices
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Follow these best practices to get the most out of OpenTelemetry .NET for tracing.
Package version
Use the System.Diagnostics.Activity APIs from the latest stable version of System.Diagnostics.DiagnosticSource package, regardless of the .NET runtime version being used:
- If you are using the latest stable version of
OpenTelemetry .NET SDK, you do not have to worry
about the version of
System.Diagnostics.DiagnosticSource
package because it is already taken care of for you via package dependency. - The .NET runtime team is holding a high bar for backward compatibility on
System.Diagnostics.DiagnosticSource
even during major version bumps, so compatibility is not a concern here.
Tracing API
ActivitySource
Avoid creating
System.Diagnostics.ActivitySource
too frequently. ActivitySource
is fairly expensive and meant to be reused
throughout the application. For most applications, it can be modeled as static
readonly field or singleton via dependency injection.
Use dot-separated UpperCamelCase as
the
ActivitySource.Name
.
In many cases, using the fully qualified class name might be a good option. For
example:
static readonly ActivitySource MyActivitySource = new("MyCompany.MyProduct.MyLibrary");
Activity
Check
Activity.IsAllDataRequested
before
setting Tags
for better performance.
using (var activity = MyActivitySource.StartActivity("SayHello"))
{
if (activity != null && activity.IsAllDataRequested == true)
{
activity.SetTag("http.url", "http://www.mywebsite.com");
}
}
Use Activity.SetTag to set attributes.
Finish or stop the activity properly. This can be done implicitly via a using
statement, which is recommended. You can also explicitly call
Activity.Dispose
or
Activity.Stop.
Activities which are not yet finished/stopped will not be exported.
Avoid calling Activity.AddEvent in a loop. Activities are not designed to handle hundreds or thousands of events, a better model is to use correlated logs or Activity.Links. For example:
The following code is not modeling
Activity.Events
correctly, and is very likely to have usability and
performance problems.
private static async Task Test()
{
Activity activity = Activity.Current;
while (true)
{
activity.AddEvent(new ActivityEvent("Processing background task."));
await Task.Delay(1000);
}
}
TracerProvider management
Avoid creating TracerProvider
instances too frequently. TracerProvider
is
fairly expensive and meant to be reused throughout the application. For most
applications, one TracerProvider
instance per process would be sufficient.
Manage the lifecycle of TracerProvider
instances if they are created by you.
As a general rule:
- If you are building an application with
dependency injection (DI)
(e.g. ASP.NET Core and
.NET Worker), in
most cases you should create the
TracerProvider
instance and let DI manage its lifecycle. Refer to the Getting Started with OpenTelemetry .NET Traces in 5 Minutes - ASP.NET Core Application tutorial to learn more. - If you are building an application without DI, create a
TracerProvider
instance and manage the lifecycle explicitly. Refer to the Getting Started with OpenTelemetry .NET Traces in 5 Minutes - Console Application tutorial to learn more. - If you forget to dispose the
TracerProvider
instance before the application ends, activities might get dropped due to the lack of proper flush. - If you dispose the
TracerProvider
instance too early, any subsequent activities will not be collected.
Correlation
In OpenTelemetry, traces are automatically correlated to logs and can be correlated to metrics through exemplars.
Manually creating Activities
As shown in the
getting started guide,
it is very easy to manually create Activity
. Due to this, it can be tempting
to create too many activities (for example, for each method call). In addition
to being expensive, excessive activities can also make trace visualization
harder. Instead of manually creating Activity
, check if you can leverage
instrumentation libraries, such as
ASP.NET Core,
HttpClient
which will not only create and populate Activity
with tags(attributes), but
also take care of propagating/restoring the context across process boundaries.
If the Activity
produced by the instrumentation library is missing some
information you need, it is generally recommended to enrich the existing
Activity
with that information, as opposed to creating a new one.
Modelling static tags as Resource
Tags such as MachineName
, Environment
, and so on, which are static
throughout the process lifetime, should be modelled as Resource
, instead of
adding them to each Activity
.
Common issues that lead to missing traces
The following are some common issues that lead to missing traces:
- The
ActivitySource
used to create theActivity
is not added to theTracerProvider
. UseAddSource
method to enable the activity from a givenActivitySource
. TracerProvider
is disposed too early. You need to ensure that theTracerProvider
instance is kept active for traces to be collected. In a typical application, a single TracerProvider is built at application startup, and is disposed of at application shutdown. For an ASP.NET Core application, useAddOpenTelemetry
andWithTraces
methods from theOpenTelemetry.Extensions.Hosting
package to correctly setupTracerProvider
.
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