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v0.4.0 · public · Published almost 5 years ago

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Sensu Go Metric Tag Enrichment


Sensu Metric Tag Enrichment is a Sensu Go backend integration for enriching
metric points with Entity metadata (e.g. entity name,
labels), and the originating Check name by adding them as
Metric Tags. Sensu Metric Tag Enrichment is useful for adding
context to generic metrics collected from plugins that generate metrics in
formats that don't support tags (e.g. Nagios Perfdata).

This integration provides the following features:

  • Event Mutator


Sensu Go has a built-in feature called "metric extraction"
that parses check output for metric data, and extract it into a generic format
for processing by a Sensu Handler. The benefit of this approach is that Sensu
Handlers can process metrics collected in any format without the complexity of
having to directly support them – Handlers can simply consume metrics in
the generic Sensu format and convert them to the desired/required format for the
intended backend storage system. There are also certain performance and
scalability benefits derived from performing metric extraction at the "edge"
(i.e. by the Sensu Agents) as opposed to performing this conversion on the
backend nodes.

Metric extraction is enabled by adding the output_metric_format attribute to a
[Sensu Go CheckConfig][checkconfig] spec; supported formats include
nagios_perfdata, graphite_plaintext, influxdb_line, and opentsdb_line.
However, not all metric sources are created equally. For example, Nagios plugins
that emit Nagios Performance Data ("PerfData") do not support tags.
Historically, it was popular to adopt a dot-notation based metric naming
convention for generic metrics (e.g. a generically named response_time metric
could become server01.http_service.response_time). Now that most modern time
series databases support custom tags, it is more practical to provide context
about collected metrics as tags (e.g. host: server01, and
check: http_service).

This integration provides some basic support for enriching extracted metrics
with basic Entity metadata and the originating Sensu Check name.


  1. Create a Sensu Asset named metric-tag-enrichment (see example
    Asset Definition).

  2. Create a Sensu Mutator named metric-tag-enrichment (see example
    Mutator Definition).

  3. Configure a Sensu Handler to use the Metric Tag Enrichment mutator.

    Add the spec.mutator attribute to an existing Sensu Handler resource using
    sensuctls interactive update mode:

    $ sensuctl handler update influxdb
    ? Environment variables:
    ? Filters:
    ? Mutator: metric-tag-enrichment
    ? Timeout: 5
    ? Type: pipe
    ? Runtime Assets: sensu-influxdb-handler
    ? Command: sensu-influxdb-handler -a http://influxdb:8086 -d 'sensu' -u 'admin' -p 'admin'

Asset Definition

type: Asset
api_version: core/v2
  namespace: default
  name: metric-tag-enrichment
  labels: backend mutator
  sha512: #

Mutator Definition

type: Mutator
api_version: core/v2
  namespace: default
  name: metric-tag-enrichment
  command: metric-tag-enrichment
  timeout: 5
  - metric-tag-enrichment


This project was an experiment for me to learn about Golang, so I'm approaching
things very naively. If you see room for improvement or any obvious mistakes,
please open an issue to help me learn! :) Thanks in advance for your feedback!

The motivation for this project was to attempt implementing a solution for an
outstanding Sensu Go feature request to provide support for enriching
extracted metrics with tags. Off to a good start!


  • Add support for toggling the behavior of the mutator; e.g.:
    • --entity-name toggle addition of an "entity" tag (source:
    • --entity-labels toggle addition of Entity Labels as tags (source:
    • --check-name toggle addition of a "check" tag (source:
    • --check-labels toggle addition of Check Labels as tags (source:
  • Add support for customizing the behavior of the Entity Label and Check Label
    toggles; e.g.:
    • --entity-labels region,datacenter filter which Entity Labels are added as
    • --check-labels application_id,team filter which Check Labels are added as

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