7.1 KiB
Telemetry
Telemetry is a lightweight library for dynamic dispatching of events, with a focus on
metrics and instrumentation. Any Erlang or Elixir library can use telemetry to emit
events. Application code and other libraries can then hook into those events and run
custom handlers.
Note: this library is agnostic to tooling and therefore is not directly related to OpenTelemetry. For OpenTelemetry in the Erlang VM, see opentelemetry-erlang, and check opentelemetry_telemetry to connect both libraries.
Usage
In a nutshell, you register a custom module and function to be invoked for certain events, which are executed whenever there is such an event. The event name is a list of atoms. Each event is composed of a numeric value and can have metadata attached to it. Let's look at an example.
Imagine that you have a web application and you'd like to log latency and response status for each incoming request. With Telemetry, you can build a module which does exactly that whenever a response is sent. The first step is to execute a measurement.
In Elixir:
:telemetry.execute(
[:web, :request, :done],
%{latency: latency},
%{request_path: path, status_code: status}
)
In Erlang:
telemetry:execute(
[web, request, done],
#{latency => Latency},
#{request_path => Path, status_code => Status}
)
Then you can create a module to be invoked whenever the event happens.
In Elixir:
defmodule LogResponseHandler do
require Logger
def handle_event([:web, :request, :done], measurements, metadata, _config) do
Logger.info(
"[#{metadata.request_path}] #{metadata.status_code} sent in #{measurements.latency}"
)
end
end
In Erlang:
-module(log_response_handler).
-include_lib("kernel/include/logger.hrl").
handle_event([web, request, done], #{latency := Latency}, #{request_path := Path,
status_code := Status}, _Config) ->
?LOG_INFO("[~s] ~p sent in ~p", [Path, Status, Latency]).
Important note:
The handle_event callback of each handler is invoked synchronously on each telemetry:execute call.
Therefore, it is extremely important to avoid blocking operations. If you need to perform any action
that is not immediate, consider offloading the work to a separate process (or a pool of processes)
by sending a message.
Finally, all you need to do is to attach the module to the executed event.
In Elixir:
:ok =
:telemetry.attach(
# unique handler id
"log-response-handler",
[:web, :request, :done],
&LogResponseHandler.handle_event/4,
nil
)
In Erlang:
ok = telemetry:attach(
%% unique handler id
<<"log-response-handler">>,
[web, request, done],
fun log_response_handler:handle_event/4,
[]
)
You might think that it isn't very useful, because you could just as well write a log statement
instead of calling telemetry:execute/3 – and you would be right! But now imagine that each Elixir library
would publish its own set of events with information useful for introspection. Currently each library
rolls their own instrumentation layer – Telemetry aims to provide a single interface for these use
cases across the whole ecosystem.
Spans
In order to provide uniform events that capture the start and end of discrete events, it is recommended
that you use the telemetry:span/3 call. This function will generate a start event and a stop or exception
event depending on whether the provided function executed successfully or raised an error. Under the hood,
the telemetry:span/3 function leverages the telemetry:execute/3 function, so all the same usage patterns
apply. If an exception does occur, an EventPrefix ++ [exception] event will be emitted and the caught error
will be re-raised.
The measurements for the EventPrefix ++ [start] event will contain a key called system_time which is
derived by calling erlang:system_time(). For EventPrefix ++ [stop] and EventPrefix ++ [exception]
events, the measurements will contain a key called duration and its value is derived by calling
erlang:monotonic_time() - StartMonotonicTime. All events include a monotonic_time measurement too.
All of them represent time as native units.
To convert the duration from native units you can use:
milliseconds = System.convert_time_unit(duration, :native, :millisecond)
To create span events you would do something like this:
In Elixir:
def process_message(message) do
start_metadata = %{message: message}
result =
:telemetry.span(
[:worker, :processing],
start_metadata,
fn ->
result = ... # Process the message
{result, %{metadata: "Information related to the processing of the message"}}
end
)
end
In Erlang:
process_message(Message) ->
StartMetadata = #{message => Message},
Result = telemetry:span(
[worker, processing],
StartMetadata,
fun() ->
Result = % Process the message
{Result, #{metadata => "Information related to the processing of the message"}}
end
).
To then attach to the events that telemetry:span/3 emits you would do the following:
In Elixir:
:ok =
:telemetry.attach_many(
"log-response-handler",
[
[:worker, :processing, :start],
[:worker, :processing, :stop],
[:worker, :processing, :exception]
],
&LogResponseHandler.handle_event/4,
nil
)
In Erlang:
ok = telemetry:attach_many(
<<"log-response-handler">>,
[
[worker, processing, start],
[worker, processing, stop],
[worker, processing, exception]
],
fun log_response_handler:handle_event/4,
[]
)
With the following event handler module defined:
In Elixir:
defmodule LogResponseHandler do
require Logger
def handle_event(event, measurements, metadata, _config) do
Logger.info("Event: #{inspect(event)}")
Logger.info("Measurements: #{inspect(measurements)}")
Logger.info("Metadata: #{inspect(metadata)}")
end
end
In Erlang:
-module(log_response_handler).
-include_lib("kernel/include/logger.hrl").
handle_event(Event, Measurements, Metadata, _Config) ->
?LOG_INFO("Event: ~p", [Event]),
?LOG_INFO("Measurements: ~p", [Measurements]),
?LOG_INFO("Metadata: ~p", [Metadata]).
Installation
Telemetry is available on Hex. To install, just add it to
your dependencies in mix.exs:
defp deps() do
[
{:telemetry, "~> 1.0"}
]
end
or rebar.config:
{deps, [{telemetry, "~> 1.0"}]}.
Copyright and License
Copyright (c) 2018 Chris McCord and Erlang Solutions.
Telemetry's source code is released under the Apache License, Version 2.0.