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Tracing with OpenTelemetry

Membrane offers support for tracing according to the OpenTelemetry specification.

The usage of APIs can be observed with the OpenTelemetry plugin. Membrane collects data about the processes flowing through it and sends it to an OTLP endpoint, in this case, a jaeger backend.

To instrument an API add the opentelemetry plugin to it.

Run the Example

  1. Start Jaeger with:
docker run -d --name jaeger -e COLLECTOR_OTLP_ENABLED=true -p 16686:16686 -p 4317:4317 -p 4318:4318 jaegertracing/all-in-one:latest
  1. Run service-proxy.bat or ./service-proxy.sh to start Membrane.

  2. Call the first endpoint in the telemetry chain:

    curl http://localhost:2000.

  3. You should see Hello from a faked backend! in your terminal.

  4. Open localhost:16686 in the browser to access the Jaeger UI.

  5. Select Membrane as the service and click on Find Traces. A span created by Membrane should be visible in Jaeger UI. sample

  6. Examine the printed header fields on the console. You will see headers called traceparent, these denote which spans were involved in the request.

HOW IT IS DONE

Take a look at the proxies.xml.

<router>

   <transport>
      <ruleMatching />
      <exchangeStore />
      <dispatching />
      <reverseProxying />
      <openTelemetry sampleRate="1.0"> <!--globally registers OpenTelemetry for every api-->
         <otlpExporter host="localhost" port="4317" transport="grpc"/>
      </openTelemetry>
      <userFeature />
      <httpClient />
   </transport>

   <api port="2000">
      <target url="http://localhost:2001" />
   </api>

   <api port="2001" name="AccessControl">
      <target url="http://localhost:2002" />
   </api>

   <api port="2002" name="Validation">
      <target url="http://localhost:3000" />
   </api>

   <api port="3000" name="Replace with your Backend">
      <request>
         <!-- Print the request headers.
              traceparents will be added to them
              showing which spans were involved
              in the exchange.                   -->
         <groovy>
            println "Request headers:"
            header.allHeaderFields.each {
            print it
            }
            CONTINUE
         </groovy>
      </request>
      <response>
         <template>Hello from a faked backend!</template>
      </response>
      <return/>
   </api>
</router>

The openTelemetry plugin can be utilized in two ways: either in a global context for all APIs using the <transport> tag, as demonstrated above, or it can be specifically defined for individual APIs by placing it within the <api> tag.

<api port="2000">
   <openTelemetry sampleRate="1.0">
      <otlpExporter host="localhost" port="4317" transport="grpc"/>
   </openTelemetry>
   <target host="localhost" port="3000"/>
</api>

Note:

The OTLP Exporter is configured by default to use gRPC. You can omit the transport field in the configuration when using gRPC.

To use HTTP, set the transport field to http and set the port to 4318.