Polyaxon provides an abstraction called ‘stats’ which is used for internal monitoring, generally timings and various counters. The default backend noop simply discards them. This guide will help you set up to a Datadog backend to sends these metrics.

Make sure the default Helm metrics deployment is disabled

metrics:
  enabled: false

Set the external service

Send Polyaxon metrics emitted to the Datadog REST API over HTTPS.

externalServices:
  metrics:
    backend: datadog
    options:
      api_key:
      app_key:
      tags: {}

Using the DogStatsD Backend

Use the DogStatsD backend requires a Datadog Agent to be running with the DogStatsD backend.

externalServices:
  metrics:
    backend: datadog-statsd
    options:
      statsd_host:
      statsd_port: 8125,
      tags: {}