Tracing

Overview

Distributed tracing allows developers to obtain visualizations of call flows in large service oriented architectures. It can be invaluable in understanding serialization, parallelism, and sources of latency. Envoy supports three features related to system wide tracing:

  • Request ID generation: Envoy will generate UUIDs when needed and populate the x-request-id HTTP header. Applications can forward the x-request-id header for unified logging as well as tracing.

  • Client trace ID joining: The x-client-trace-id header can be used to join untrusted request IDs to the trusted internal x-request-id.

  • External trace service integration: Envoy supports pluggable external trace visualization providers, that are divided into two subgroups:

    • External tracers which are part of the Envoy code base, like LightStep, Zipkin or any Zipkin compatible backends (e.g. Jaeger), and Datadog.

    • External tracers which come as a third party plugin, like Instana.

Support for other tracing providers would not be difficult to add.

How to initiate a trace

The HTTP connection manager that handles the request must have the tracing object set. There are several ways tracing can be initiated:

The router filter is also capable of creating a child span for egress calls via the start_child_span option.

Trace context propagation

Envoy provides the capability for reporting tracing information regarding communications between services in the mesh. However, to be able to correlate the pieces of tracing information generated by the various proxies within a call flow, the services must propagate certain trace context between the inbound and outbound requests.

Whichever tracing provider is being used, the service should propagate the x-request-id to enable logging across the invoked services to be correlated.

The tracing providers also require additional context, to enable the parent/child relationships between the spans (logical units of work) to be understood. This can be achieved by using the LightStep (via OpenTracing API) or Zipkin tracer directly within the service itself, to extract the trace context from the inbound request and inject it into any subsequent outbound requests. This approach would also enable the service to create additional spans, describing work being done internally within the service, that may be useful when examining the end-to-end trace.

Alternatively the trace context can be manually propagated by the service:

What data each trace contains

An end-to-end trace is comprised of one or more spans. A span represents a logical unit of work that has a start time and duration and can contain metadata associated with it. Each span generated by Envoy contains the following data:

The span also includes a name (or operation) which by default is defined as the host of the invoked service. However this can be customized using a route.Decorator on the route. The name can also be overridden using the x-envoy-decorator-operation header.

Envoy automatically sends spans to tracing collectors. Depending on the tracing collector, multiple spans are stitched together using common information such as the globally unique request ID x-request-id (LightStep) or the trace ID configuration (Zipkin and Datadog). See v2 API reference for more information on how to setup tracing in Envoy.