Telemetry.Metrics provides a common interface for defining metrics based on
:telemetry events. While a single event means that
a thing happened (e.g. an HTTP request was sent or a DB query returned a result), a metric
is an aggregation of those events over time.
For example, to build a sum of HTTP request payload size received by your system, you could define the following metric:
This definition means that the metric is based on
[:http, :request] events, and it should sum up
:payload_size key in events' measurements.
Telemetry.Metrics also supports breaking down the metric values by tags - this means that there will be a distinct metric for each unique set of selected tags found in event metadata:
Telemetry.Metrics.sum("http.request.payload_size", tags: [:host, :method])
The above definiton means that we want to keep track of the sum, but for each unique pair of
request host and method (assuming that
:method keys are present in event's metadata).
There are five metric types provided by Telemetry.Metrics:
- counter, which counts the total number of emitted events
- sum which keeps track of the sum of selected measurement
- last value, holding the value of the selected measurement from the most recent event
- statistics, aggregating measurements into summary statistics like minimum and maximum, mean, percentiles etc.
- distribution, which builds a histogram of selected measurement
Note that the metric definitions themselves are not enough, as they only provide the specification of what is the expected end-result. The job of subscribing to events and building the actual metrics is a responsibility of reporters. This is the crucial part of this library design - it doesn't aggregate events itself but relies on 3rd party reporters to perform this work in a way that makes the most sense for a particular monitoring system.
See the documentation on hexdocs for more details.
Copyright and License
Telemetry.Metrics is copyright (c) 2018 Chris McCord and Erlang Solutions.
Telemetry.Metrics source code is released under Apache License, Version 2.0.