Troubleshooting: Missing trace data


You have enabled distributed tracing but data you expected to see does not appear in New Relic's distributed tracing UI.


Before performing troubleshooting, we recommend reading How distributed tracing works.

Here are some causes and solutions when you have problems finding expected data in the distributed tracing UI:

Problems with enabling or instrumenting

Missing spans due to service not having distributed tracing enabled

In order for distributed tracing to report details for all nodes in a trace, each application must be monitored by a New Relic agent that has had distributed tracing enabled.

If an application's New Relic account has not had distributed tracing enabled, it will have these issues:

  • Its distributed tracing UI page won't have data.
  • It won't report data to other account's distributed traces.
Missing apps/services may require manual instrumentation

When you enable distributed tracing for applications and services that New Relic automatically instruments, you'll usually see complete and detailed data for those nodes in the distributed tracing UI.

However, you may notice that some services or applications are missing from traces, or that there are some internal spans you expect to see that are missing. If that's the case, you may want to implement custom instrumentation of applications or specific transactions to see more detail in traces. Some examples of when you may need to do this:

  • Transactions not automatically instrumented. To ensure your application is automatically instrumented, read the compatibility and requirements documentation for the New Relic agent you're using. If an application isn't automatically instrumented, or if you'd like to add instrumentation of specific activity, see Custom instrumentation.
  • All Go applications. The Go agent, unlike other agents, requires manual instrumentation of your code. For instructions, see Instrument a Go application.
  • A service doesn't use HTTP. If a service doesn't communicate via HTTP, the New Relic agent won't send distributed tracing headers. This may be the case for some non-web applications or message queues. To remedy this, use the distributed tracing APIs to instrument either the calling or called application.

Problems with trace details or spans

Infinite Tracing: missing spans

If your APM agent can’t write data fast enough to the trace observer, queue_size is an additional APM agent configuration to limit the number of spans the agent will hold. See the following examples for your agent:

.NET configuration method Example
Configuration file
<configuration . . . >
         <span_events queue_size="100000" />
Environment variable
Python configuration method Example
Configuration file infinite_tracing.span_queue_size = 100000
An intermediary is missing or isn't passing trace context

Some potential problems with proxies and other intermediaries:

  • Incomplete trace. Some intermediaries won't automatically propagate the distributed tracing header. In that case, you must configure that component to allow the header to be passed from source to destination. For instructions, consult the documentation for that intermediary component.
  • Missing intermediary in trace. If the intermediary is New Relic-monitored, ensure that it propagates the newrelic header that is generated or updated by the New Relic agent running on that intermediary. This may manifest when an intermediary was previously visible in traces, but disappeared after distributed tracing was enabled for an upstream entity (for example, a New Relic Browser-monitored application).

If some entities report trace data to another tracing system, you can use the trace ID from the New Relic UI to search other tracing systems for missing spans.

Middleware doesn't recognize proprietary New Relic header

If your transactions are only sending the proprietary New Relic header, some middleware might not recognize the format and then drop the information as shown in this diagram:

Diagram of a failed trace with proprietary headers.

One solution is to upgrade your New Relic agent to a version that supports W3C trace context. In the diagram below, the W3C-compliant New Relic agent passes the prior header along with two standardized headers:

Diagram showing a successful trace with W3C-compliant middleware.
Missing span not getting exported

Sometimes header propagation is successful, but the span information isn't getting sent to New Relic. For example, if OpenTelemetry is not instrumented with a New Relic exporter, the span details never make it to New Relic.

In this diagram, notice that the header propagation is successful, but no exporter is set up in Service 2 to send the span to New Relic:

This diagram shows successful propagation but no export of span.

The following diagram also shows successful header propagation, but it includes an exporter in Service 2 that sends the span details to New Relic (see Trace API):

This diagram shows successful propagation and the export from non-New Relic agent.
Trace details are obfuscated

If a trace contains data from applications monitored by multiple New Relic accounts, and your user permissions don't allow you to access those accounts, some of the span and service details will be obfuscated in the UI.

Missing spans due to sampling process

Distributed tracing for APM uses adaptive sampling. This means that a percentage of calls to a service will be reported as part of a distributed trace. Specific calls to your service might not have been selected to be sampled.

Missing spans due to span limits maxed out

There are limits on the number of spans that can be collected and displayed. If an application generates a very large number of spans for a single call, it might exceed the APM agent's span-collection limit for that harvest cycle. This could result in missing spans and significantly limit the number of traces the agent can completely sample and report.

Problems with browser applications

Missing spans and transactions after enabling for a browser application

Older versions of some APM agents are incompatible with distributed tracing for browser applications. If the browser application makes an AJAX request to an APM application running an incompatible agent, then the APM agent may not record transaction and span data for that request.

If distributed tracing is enabled for a browser application and you are not seeing transaction or span data for downstream APM requests, review the Browser data in distributed tracing requirements, and confirm that all applications are running supported versions of the APM agent.

Not seeing browser app end-user spans

If traces seem to be missing end-user spans, be sure you've read and understand the Browser distributed tracing requirements and enable procedures.

On the New Relic Browser AJAX UI page, there are links to the distributed tracing UI regardless of whether there are end-user spans present in that trace. For details about what data generates spans, see Requirements.

Browser spans are not connected to other spans

Older versions of some APM agents are incompatible with distributed tracing for browser applications. If APM spans are missing consistently from traces that include browser applications, please refer to the Browser data in distributed tracing requirements and confirm that all applications are running supported versions of the APM agent.

For other causes of orphaned browser spans, see Browser span reporting.

Other problems

Search by not finding associated app names

Potential cause: For applications that have multiple app names, the attribute will be associated only with the primary app name. To search by other app names, search using the appName attribute.

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