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README.md
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README.md
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@ -5,7 +5,10 @@ StatsD-Bridge receives StatsD-style metrics and exports them as Prometheus metri
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## Overview
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## Overview
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To pipe metrics from an existing StatsD environment into Prometheus, configure StatsD's repeater backend to repeat all received packets to a StatsD-Bridge process. This bridge translates StatsD metrics to Prometheus metrics via configured mapping rules.
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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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+----------+ +-----------------+ +--------------+
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| StatsD |---(UDP repeater)--->| StatsD-Bridge |<---(scrape /metrics)---| Prometheus |
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| StatsD |---(UDP repeater)--->| StatsD-Bridge |<---(scrape /metrics)---| Prometheus |
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@ -27,7 +30,16 @@ To pipe metrics from an existing StatsD environment into Prometheus, configure S
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## Metric Mapping and Configuration
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## Metric Mapping and Configuration
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The StatsD-Bridge can be configured to translate specific dot-separated StatsD metrics into labeled Prometheus metrics via a simple mapping language. A mapping definition starts with a line matching the StatsD metric in question, with `*`s acting as wildcards for each dot-separated metric component. The lines following the matching expression must contain one `label="value"` pair each, and at least define the metric name (label name `name`). The Prometheus metric is then constructed from these labels. `$n`-style references in the label value are replaced by the n-th wildcard match in the matching line, starting at 1. Multiple matching definitions are separated by one or more empty lines. The first mapping rule that matches a StatsD metric wins.
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The StatsD-Bridge can be configured to translate specific dot-separated StatsD
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metrics into labeled Prometheus metrics via a simple mapping language. A
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mapping definition starts with a line matching the StatsD metric in question,
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with `*`s acting as wildcards for each dot-separated metric component. The
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lines following the matching expression must contain one `label="value"` pair
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each, and at least define the metric name (label name `name`). The Prometheus
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metric is then constructed from these labels. `$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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An example mapping configuration:
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An example mapping configuration:
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@ -44,7 +56,8 @@ An example mapping configuration:
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outcome="$3"
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outcome="$3"
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job="$1_server"
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job="$1_server"
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This would transform these example StatsD metrics into Prometheus metrics as follows:
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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
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test.dispatcher.FooProcessor.send.success
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=> dispatcher_events{processor="FooProcessor", action="send", outcome="success", job="test_dispatcher"}
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=> dispatcher_events{processor="FooProcessor", action="send", outcome="success", job="test_dispatcher"}
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@ -52,9 +65,12 @@ This would transform these example StatsD metrics into Prometheus metrics as fol
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foo_product.signup.facebook.failure
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foo_product.signup.facebook.failure
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=> signup_events{provider="facebook", outcome="failure", job="foo_product_server"}
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=> signup_events{provider="facebook", outcome="failure", job="foo_product_server"}
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Metrics that don't match any mapping in the configuration file are translated into Prometheus metrics without any labels and with certain characters escaped (`_` -> `__`; `-` -> `__`; `.` -> `_`).
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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 suffixes appended to the Prometheus metric names:
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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 gauge -> Prometheus gauge (suffix `_gauge`)
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