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lib/telemetry_metrics_cloudwatch.ex

defmodule TelemetryMetricsCloudwatch do
@moduledoc """
This is a [Amazon CloudWatch](https://aws.amazon.com/cloudwatch/) Reporter for
[`Telemetry.Metrics`](https://github.com/beam-telemetry/telemetry_metrics) definitions.
Provide a list of metric definitions to the `init/2` function. It's recommended to
run TelemetryMetricsCloudwatch under a supervision tree, usually under Application.
def start(_type, _args) do
# List all child processes to be supervised
children = [
{TelemetryMetricsCloudwatch, [metrics: metrics()]}
...
]
opts = [strategy: :one_for_one, name: ExampleApp.Supervisor]
Supervisor.start_link(children, opts)
end
defp metrics do
[
counter("http.request.count"),
last_value("vm.memory.total", unit: :byte),
last_value("vm.total_run_queue_lengths.total")
]
end
You can also provide options for the namespace used in CloudWatch (by default, "Telemetry")
and the minimum frequency (in milliseconds) with which data will be posted (see section
below for posting rules). For instance:
...
children = [
{TelemetryMetricsCloudwatch, metrics: metrics(), namespace: "Backend", push_interval: 30_000}
]
...
## Telemetry.Metrics Types Supported
`TelemetryMetricsCloudwatch` supports 4 of the [Metrics](https://hexdocs.pm/telemetry_metrics/Telemetry.Metrics.html#module-metrics):
* [Counter](https://hexdocs.pm/telemetry_metrics/Telemetry.Metrics.html#counter/2):
Counter metric keeps track of the total number of specific events emitted.
* [LastValue](https://hexdocs.pm/telemetry_metrics/Telemetry.Metrics.html#last_value/2):
Last value keeps track of the selected measurement found in the most recent event.
* [Summary](https://hexdocs.pm/telemetry_metrics/Telemetry.Metrics.html#summary/2): Summary
aggregates measurement's values into statistics, e.g. minimum and maximum, mean, or percentiles.
This sends every measurement to CloudWatch.
* [Sum](https://hexdocs.pm/telemetry_metrics/Telemetry.Metrics.html#sum/2): Sum metric keeps track
of the sum of selected measurement's values carried by specific events. If you are using Summary
for a metric already, then CloudWatch can calculate a Sum using that Summary metric. If you
only need a Sum (and no other summary metrics) then use this Sum metric instead.
These metrics are sent to CloudWatch based on the rules described below.
## When Data is Sent
Cloudwatch has [certain constraints](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/publishingMetrics.html)
on the number of metrics that can be sent up at any given time. `TelemetryMetricsCloudwatch`
will send accumulated metric data at least every minute (configurable by the `:push_interval`
option) or when the data cache has reached the maximum size that CloudWatch will accept.
## Units
In order to report metrics in the CloudWatch UI, they must be one of the following values:
* Time units: `:second`, `:microsecond`, `:millisecond`
* Byte sizes: `:byte`, `:kilobyte`, `:megabyte`, `:gigabyte`, `:terabyte`
* Bit sizes: `:bit`, `:kilobit`, `:megabit`, `:gigabit`, `:terabit`
For `Telementry.Metrics.Counter`s, the unit will always be `:count`. Otherwise, the unit will be treated as `nil`.
## Notes on AWS
[`ExAws`](https://hexdocs.pm/ex_aws/ExAws.html) is the library used to send metrics to CloudWatch. Make sure your
[keys are configured](https://hexdocs.pm/ex_aws/ExAws.html#module-aws-key-configuration) and that they have the
[correct permissions](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/permissions-reference-cw.html) of `cloudwatch:PutMetricData`.
Up to 10 tags are sent up to AWS as dimensions for a given metric. Every metric name will have a suffix added based on
the metric type (CloudWatch doesn't allow different units / measurements with the same name). So, for instance,
if your metrics are:
summary("my_app.repo.query.total_time", unit: {:nanosecond, :millisecond})
count("my_app.repo.query.total_time")
Then the metric names in CloudWatch will be:
* `my_app.repo.query.total_time.summary` (with all data points recorded)
* `my_app.repo.query.total_time.count` (with the number of queries recorded)
"""
use GenServer
require Logger
alias TelemetryMetricsCloudwatch.{Cache, Cloudwatch}
@doc """
Start the `TelemetryMetricsCloudwatch` `GenServer`.
Available options:
* `:name` - name of the reporter instance.
* `:metrics` - a list of `Telemetry.Metrics` to track.
* `:namespace` - Namespace to use in CloudWatch
* `:push_interval` - The minimum interval that metrics are guaranteed to be pushed to cloudwatch (in milliseconds)
"""
def start_link(opts) do
server_opts = Keyword.take(opts, [:name])
metrics =
opts[:metrics] ||
raise ArgumentError, "the :metrics option is required by #{inspect(__MODULE__)}"
Cache.validate_metrics(metrics)
namespace = Keyword.get(opts, :namespace, "Telemetry")
push_interval = Keyword.get(opts, :push_interval, 60_000)
GenServer.start_link(__MODULE__, {metrics, namespace, push_interval}, server_opts)
end
@impl true
def init({metrics, namespace, push_interval}) do
Process.flag(:trap_exit, true)
groups = Enum.group_by(metrics, & &1.event_name)
for {event, metrics} <- groups do
id = {__MODULE__, event, self()}
:telemetry.attach(id, event, &handle_telemetry_event/4, {self(), metrics})
end
state = %Cache{
metric_names: Map.keys(groups),
namespace: namespace,
last_run: System.monotonic_time(:second),
push_interval: push_interval
}
schedule_push_check(state)
{:ok, state}
end
@impl true
def handle_info(:push_check, state) do
schedule_push_check(state)
{:noreply, push_check(state)}
end
@impl true
def handle_info({:handle_event, measurements, metadata, metrics}, state) do
newstate =
Enum.reduce(metrics, state, fn metric, state ->
state
|> Cache.push_measurement(measurements, metadata, metric)
|> push_check()
end)
{:noreply, newstate}
end
@impl true
def handle_info(_message, state), do: {:noreply, state}
defp handle_telemetry_event(_event_name, measurements, metadata, {pid, metrics}),
do: Kernel.send(pid, {:handle_event, measurements, metadata, metrics})
defp schedule_push_check(%Cache{push_interval: push_interval}) do
Process.send_after(self(), :push_check, push_interval)
end
defp push_check(%Cache{last_run: last_run, push_interval: push_interval} = state) do
# https://docs.aws.amazon.com/cli/latest/reference/cloudwatch/put-metric-data.html
# We can publish up to 150 values per metric for up to 20 different metrics
metric_count = Cache.metric_count(state)
metric_age = System.monotonic_time(:second) - last_run
push_interval = push_interval / 1000
cond do
metric_age >= push_interval and metric_count > 0 ->
push(state)
metric_count == 20 ->
push(state)
Cache.max_values_per_metric(state) == 150 ->
push(state)
true ->
state
end
end
defp push(%Cache{namespace: namespace} = state) do
{state, metric_data} = Cache.pop_metrics(state)
Cloudwatch.send_metrics(metric_data, namespace)
Map.put(state, :last_run, System.monotonic_time(:second))
end
@impl true
def terminate(_, %Cache{metric_names: events}) do
for event <- events do
:telemetry.detach({__MODULE__, event, self()})
end
:ok
end
end