Distributed tracing

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A trace is a group of transactions and spans with a common root. Each trace tracks the entirety of a single request. When a trace travels through multiple services, as is common in a microservice architecture, it is known as a distributed trace.

Why is distributed tracing important?
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Distributed tracing enables you to analyze performance throughout your microservice architecture by tracing the entirety of a request — from the initial web request on your front-end service all the way to database queries made on your back-end services.

Tracking requests as they propagate through your services provides an end-to-end picture of where your application is spending time, where errors are occurring, and where bottlenecks are forming. Distributed tracing eliminates individual service’s data silos and reveals what’s happening outside of service borders.

For supported technologies, distributed tracing works out-of-the-box, with no additional configuration required.

How distributed tracing works
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Distributed tracing works by injecting a custom traceparent HTTP header into outgoing requests. This header includes information, like trace-id, which is used to identify the current trace, and parent-id, which is used to identify the parent of the current span on incoming requests or the current span on an outgoing request.

When a service is working on a request, it checks for the existence of this HTTP header. If it’s missing, the service starts a new trace. If it exists, the service ensures the current action is added as a child of the existing trace, and continues to propagate the trace.

Trace propagation examples
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In this example, Elastic’s Ruby agent communicates with Elastic’s Java agent. Both support the traceparent header, and trace data is successfully propagated.

How traceparent propagation works

In this example, Elastic’s Ruby agent communicates with OpenTelemetry’s Java agent. Both support the traceparent header, and trace data is successfully propagated.

How traceparent propagation works

In this example, the trace meets a piece of middleware that doesn’t propagate the traceparent header. The distributed trace ends and any further communication will result in a new trace.

How traceparent propagation works
W3C Trace Context specification
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All Elastic agents now support the official W3C Trace Context specification and traceparent header. See the table below for the minimum required agent version:

Agent name Agent Version

Go Agent

1.6

Java Agent

1.14

.NET Agent

1.3

Node.js Agent

3.4

PHP Agent

1.0

Python Agent

5.4

Ruby Agent

3.5

Older Elastic agents use a unique elastic-apm-traceparent header. For backward-compatibility purposes, new versions of Elastic agents still support this header.

Visualize distributed tracing
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APM’s timeline visualization provides a visual deep-dive into each of your application’s traces:

Example view of the distributed tracing in Elastic APM
Manual distributed tracing
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Elastic agents automatically propagate distributed tracing context for supported technologies. If your service communicates over a different, unsupported protocol, you can manually propagate distributed tracing context from a sending service to a receiving service with each agent’s API.

Add the traceparent header to outgoing requests
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Sending services must add the traceparent header to outgoing requests.

  1. Start a transaction with StartTransaction or a span with StartSpan.
  2. Get the active TraceContext.
  3. Send the TraceContext to the receiving service.

Example:

transaction := apm.DefaultTracer.StartTransaction("GET /", "request")   
traceContext := transaction.TraceContext()   

// Send TraceContext to receiving service
traceparent := apmhttp.FormatTraceparentHeader(traceContext))   
tracestate := traceContext.State.String()

Start a transaction

Get TraceContext from current Transaction

Format the TraceContext or tracestate as a traceparent header.

Parse the traceparent header on incoming requests
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Receiving services must parse the incoming traceparent header, and start a new transaction or span as a child of the received context.

  1. Parse the incoming TraceContext with ParseTraceparentHeader or ParseTracestateHeader.
  2. Start a new transaction or span as a child of the incoming transaction with StartTransactionOptions or StartSpanOptions.

Example:

// Receive incoming TraceContext
traceContext, _ := apmhttp.ParseTraceparentHeader(r.Header.Get("Traceparent"))   
traceContext.State, _ = apmhttp.ParseTracestateHeader(r.Header["Tracestate"]...)   

opts := apm.TransactionOptions{
	TraceContext: traceContext,   
}
transaction := apm.DefaultTracer.StartTransactionOptions("GET /", "request", opts)   

Parse the TraceParent header

Parse the Tracestate header

Set the parent trace context

Start a new transaction as a child of the received TraceContext