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110 lines
4.2 KiB
Markdown
110 lines
4.2 KiB
Markdown
StatsD-Bridge
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=============
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StatsD-Bridge receives StatsD-style metrics and exports them as Prometheus metrics.
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## Overview
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### With StatsD
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To pipe metrics from an existing StatsD environment into Prometheus, configure
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StatsD's repeater backend to repeat all received packets to a StatsD-Bridge
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process. This bridge translates StatsD metrics to Prometheus metrics via
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configured mapping rules.
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+----------+ +-----------------+ +--------------+
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| StatsD |---(UDP repeater)--->| StatsD-Bridge |<---(scrape /metrics)---| Prometheus |
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+----------+ +-----------------+ +--------------+
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### Without StatsD
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Since the StatsD bridge uses the same UDP protocol as StatsD itself, you can
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also configure your applications to send StatsD metrics directly to the bridge.
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In that case, you don't need to run a StatsD server anymore.
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We recommend this only as an intermediate solution and recommend switching to
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[native Prometheus instrumentation](http://prometheus.io/docs/instrumenting/clientlibs/)
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in the long term.
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## Building and Running
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$ go build
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$ ./statsd_bridge --help
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Usage of ./statsd_bridge:
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-statsd.listen-address=":9125": The UDP address on which to receive statsd metric lines.
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-statsd.mapping-config="": Metric mapping configuration file name.
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-web.listen-address=":9102": The address on which to expose the web interface and generated Prometheus metrics.
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-web.telemetry-path="/metrics": Path under which to expose metrics.
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## Tests
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$ go test
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## Metric Mapping and Configuration
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The StatsD-Bridge can be configured to translate specific dot-separated StatsD
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metrics into labeled Prometheus metrics via a simple mapping language. A
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mapping definition starts with a line matching the StatsD metric in question,
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with `*`s acting as wildcards for each dot-separated metric component. The
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lines following the matching expression must contain one `label="value"` pair
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each, and at least define the metric name (label name `name`). The Prometheus
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metric is then constructed from these labels. `$n`-style references in the
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label value are replaced by the n-th wildcard match in the matching line,
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starting at 1. Multiple matching definitions are separated by one or more empty
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lines. The first mapping rule that matches a StatsD metric wins.
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Metrics that don't match any mapping in the configuration file are translated
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into Prometheus metrics without any labels and with certain characters escaped
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(`_` -> `__`; `-` -> `__`; `.` -> `_`).
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In general, the different metric types are translated as follows, with certain
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suffixes appended to the Prometheus metric names:
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StatsD gauge -> Prometheus gauge (suffix `_gauge`)
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StatsD counter -> Prometheus counter (suffix `_counter`)
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StatsD timer -> Prometheus summary (suffix `_timer`) <-- indicates timer quantiles
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-> Prometheus counter (suffix `_timer_total`) <-- indicates total time spent
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-> Prometheus counter (suffix `_timer_count`) <-- indicates total number of timer events
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An example mapping configuration:
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test.dispatcher.*.*.*
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name="dispatcher_events"
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processor="$1"
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action="$2"
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outcome="$3"
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job="test_dispatcher"
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*.signup.*.*
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name="signup_events"
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provider="$2"
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outcome="$3"
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job="${1}_server"
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This would transform these example StatsD metrics into Prometheus metrics as
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follows:
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test.dispatcher.FooProcessor.send.success (counter)
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=> dispatcher_events_counter{processor="FooProcessor", action="send", outcome="success", job="test_dispatcher"}
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foo_product.signup.facebook.failure (counter)
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=> signup_events_counter{provider="facebook", outcome="failure", job="foo_product_server"}
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test.web-server.foo.bar (gauge)
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=> test_web__server_foo_bar_gauge{}
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## Using Docker
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You can deploy this exporter using the [prom/statsd-bridge](https://registry.hub.docker.com/u/prom/statsd-bridge/) Docker image.
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For example:
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```bash
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docker pull prom/statsd-bridge
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docker run -d -p 9102:9102 -p 9125/udp:9125/udp \
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-v $PWD/statsd_mapping.conf:/tmp/statsd_mapping.conf \
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prom/statsd-bridge -statsd.mapping-config=/tmp/statsd_mapping.conf
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```
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