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Version: Next

Setup OpenTelemetry

Backstage uses OpenTelemetery to instrument its components by reporting traces and metrics.

This tutorial shows how to setup exporters in your Backstage backend package. For demonstration purposes we will use a Prometheus exporter, but you can adjust your solution to use another one that suits your needs; see for example the article on OTLP exporters.

Install dependencies​

We will use the OpenTelemetry Node SDK and the auto-instrumentations-node packages.

Backstage packages, such as the catalog, use the OpenTelemetry API to send custom traces and metrics. The auto-instrumentations-node will automatically create spans for code called in libraries like Express.

yarn --cwd packages/backend add \
    @opentelemetry/sdk-node \
    @opentelemetry/auto-instrumentations-node \
    @opentelemetry/exporter-prometheus

Configure​

In your packages/backend/src folder, create an instrumentation.js file.

in packages/backend/src/instrumentation.js
const { NodeSDK } = require('@opentelemetry/sdk-node');
const {
  getNodeAutoInstrumentations,
} = require('@opentelemetry/auto-instrumentations-node');
const { PrometheusExporter } = require('@opentelemetry/exporter-prometheus');

// By default exports the metrics on localhost:9464/metrics
const prometheus = new PrometheusExporter();
const sdk = new NodeSDK({
  // You can add a traceExporter field here too
  metricReader: prometheus,
  instrumentations: [getNodeAutoInstrumentations()],
});

sdk.start();

You probably won't need all of the instrumentation inside getNodeAutoInstrumentations() so make sure to check the documentation and tweak it properly.

Local Development Setup​

It's important to setup the NodeSDK and the automatic instrumentation before importing any library. This is why we will use the nodejs --require flag when we start up the application.

For local development, you can add the required flag in your packages/backend/package.json.

packages/backend/package.json
"scripts": {
  "start": "backstage-cli package start --require ./src/instrumentation.js",
  ...

You can now start your Backstage instance as usual, using yarn dev.

Production Setup​

In your Dockerfile, copy instrumentation.js file into the root of the working directory.

COPY --chown=${NOT_ROOT_USER}:${NOT_ROOT_USER} packages/backend/src/instrumentation.js ./

And then add the --require flag that points to the file to the CMD array.

CMD ["node", "packages/backend", "--config", "app-config.yaml"]
CMD ["node", "--require", "./instrumentation.js", "packages/backend", "--config", "app-config.yaml"]

If you need to disable/configure some OpenTelemetry feature there are lots of environment variables which you can tweak.

Available Metrics​

The following metrics are available:

  • catalog_entities_count: Total amount of entities in the catalog
  • catalog_registered_locations_count: Total amount of registered locations in the catalog
  • catalog_relations_count: Total amount of relations between entities
  • catalog.processed.entities.count: Amount of entities processed
  • catalog.processing.duration: Time spent executing the full processing flow
  • catalog.processors.duration: Time spent executing catalog processors
  • catalog.processing.queue.delay: The amount of delay between being scheduled for processing, and the start of actually being processed
  • catalog.stitched.entities.count: Amount of entities stitched
  • catalog.stitching.duration: Time spent executing the full stitching flow
  • catalog.stitching.queue.length: Number of entities currently in the stitching queue
  • catalog.stitching.queue.delay: The amount of delay between being scheduled for stitching, and the start of actually being stitched
  • scaffolder.task.count: Count of task runs
  • scaffolder.task.duration: Duration of a task run
  • scaffolder.step.count: Count of step runs
  • scaffolder.step.duration: Duration of a step runs
  • backend_tasks.task.runs.count: Total number of times a task has been run
  • backend_tasks.task.runs.duration: Histogram of task run durations

References​