PromEx

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PromEx

An Elixir Prometheus metrics collection library built on top of Telemetry


Installation

This library is still under active development with changing API contracts and forked dependencies...use at your own risk for now :).

Available in Hex, the package can be installed by adding prom_ex to your list of dependencies in mix.exs:

def deps do
  [
    {:prom_ex, "~> 0.1.1-alpha"}
  ]
end

Documentation can be found at https://hexdocs.pm/prom_ex.

Design Philosophy

With the widespread adoption of the Telemetry library and the other libraries in the BEAM Telemetry GitHub Org, we have reached a point where we have a consistent means of surfacing application metrics. This allows us to have a great level of insight into our applications and dependencies given that they all leverage the same fundamental tooling. The goal of this project is to provide a "Plug-in" style library where you can easily add new plug-ins to surface metrics so that Prometheus can scrape them. Ideally, this project acts as the "Metrics" pillar in your application (in reference to The Three Pillars of Observability).

PromEx provides a few utilities to you in order to accomplish this goal:

  • A behaviour that defines the contract for PromEx plug-ins
  • Mix tasks to upload the provided complimentary Grafana dashboards
  • The PromEx.MetricTypes.Event struct to define event based metrics
  • The PromEx.MetricTypes.Polling struct to define pollable metrics
  • The PromEx.MetricTypes.Manual struct to define manually refreshed metrics
  • The PromEx.Plug module that can be used in your Phoenix or Plug application to expose the collected metrics

Available Plugins

PluginStatusDescription
PromEx.Plugins.ApplicationAlphaCollect metrics on your application dependencies
PromEx.Plugins.BeamAlphaCollect metrics regarding the BEAM virtual machine
PromEx.Plugins.PhoenixAlphaCollect request metrics emitted by Phoenix
PromEx.Plugins.EctoComing soonCollect query metrics emitted by Ecto
PromEx.Plugins.BroadwayComing soonCollect message processing metrics emitted by Broadway
PromEx.Plugins.FinchComing soonCollect HTTP request metrics emitted by Finch
More coming soon...

Setting Up Metrics

The goal of PromEx is to have metrics set up be as simple and streamlined as possible. In that spirit, all that you need to do to start leveraging PromEx along with the built-in plugins is the following in your application.ex file:

defmodule MyCoolApp.Application do
  use Application

  def start(_type, _args) do
    children = [
      ...

      {
        PromEx,
        plugins: [
          {PromEx.Plugins.Phoenix, router: MyCoolAppWeb.Router},
          PromEx.Plugins.Beam,
          {PromEx.Plugins.Application, [otp_app: :my_cool_app]},
          # Any additional PromEx plugins you would like to enable
        ]
      }
    ]

    opts = [strategy: :one_for_one, name: MyCoolApp.Supervisor]
    Supervisor.start_link(children, opts)
  end
end

With that in place, all that you need to do is then add the PromEx plug somewhere in your endpoint.ex file (I would suggest putting it before your plug Plug.Telemetry call so that you do not pollute your logs with calls to /metrics):

defmodule MyCoolAppWeb.Endpoint do
  use Phoenix.Endpoint, otp_app: :my_cool_app

  ...

  plug PromEx.Plug
  # Or plug PromEx.plug, path: "/some/other/non-standard/path"

  ...

  plug Plug.RequestId
  plug Plug.Telemetry, event_prefix: [:phoenix, :endpoint]

  ...

  plug MyCoolAppWeb.Router
end

With that in place, all you need to do is start your server and you should be able to hit your metrics endpoint and see your application metrics:

$ curl localhost:4000/metrics
# HELP my_cool_app_application_dependency_info Information regarding the application's dependencies.
# TYPE my_cool_app_application_dependency_info gauge
my_cool_app_application_dependency_info{modules="69",name="hex",version="0.20.5"} 1
my_cool_app_application_dependency_info{modules="1",name="connection",version="1.0.4"} 1
my_cool_app_application_dependency_info{modules="4",name="telemetry_poller",version="0.5.1"} 1
...
...

Be sure to check out the module docs for each plugin that you choose to use to ensure that you are familiar with all of the options that they provide.

Attribution

It wouldn't be right to not include somewhere in this project a "thanks" to the various projects that helped make this possible: