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Merge pull request #354 from prometheus/mr/glob-regex-documentation
Reorder and rework glob vs. regex documentation
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commit
64dd103e3f
1 changed files with 43 additions and 23 deletions
66
README.md
66
README.md
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@ -191,6 +191,11 @@ In general, the different metric types are translated as follows:
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StatsD timer, histogram, distribution -> Prometheus summary or histogram
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### Glob matching
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The default (and fastest) `glob` mapping style uses `*` to denote parts of the statsd metric name that may vary.
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These varying parts can then be referenced in the construction of the Prometheus metric name and labels.
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An example mapping configuration:
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```yaml
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@ -234,6 +239,33 @@ mappings:
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provider: "$1"
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```
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Glob matching offers the best performance for common mappings.
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#### Ordering glob rules
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List more specific matches before wildcards, from left to right:
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a.b.c
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a.b.*
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a.*.d
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a.*.*
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This avoids unexpected shadowing of later rules, and performance impact from backtracking.
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Alternatively, you can disable mapping ordering altogether.
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With unordered mapping, at each hierarchy level the most specific match wins.
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This has the same effect as using the recommended ordering.
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### Regular expression matching
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The `regex` mapping style uses regular expressions to match the full statsd metric name.
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Use it if the glob mapping is not flexible enough to pull structured data from the available statsd metric names.
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Regular expression matching is significantly slower than glob mapping as all mappings must be tested in order.
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Because of this, **regex mappings are only executed after all glob mappings**.
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In other words, glob mappings take preference over regex matches, irrespective of the order in which they are specified.
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Regular expression matches are always evaluated in order, and the first match wins.
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The metric name can also contain references to regex matches. The mapping above
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could be written as:
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@ -244,6 +276,15 @@ mappings:
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name: "${2}_total"
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labels:
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provider: "$1"
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mappings:
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- match: "(.*)\.(.*)--(.*)\.status\.(.*)\.count"
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match_type: regex
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name: "request_total"
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labels:
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hostname: "$1"
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exec: "$2"
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protocol: "$3"
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code: "$4"
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```
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Be aware about yaml escape rules as a mapping like the following one will not work.
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@ -256,6 +297,8 @@ mappings:
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provider: "$1"
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```
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### Naming, labels, and help
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Please note that metrics with the same name must also have the same set of
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label names.
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@ -402,29 +445,6 @@ mappings:
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job: "${1}_server_other"
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```
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### Choosing between glob or regex match type
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Despite from the missing flexibility of using regular expression in mapping and
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formatting labels, `glob` matching is optimized to have better performance than
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`regex` in certain use cases. In short, glob will have best performance if the
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rules amount is not so less and captures (using of `*`) is not to much in a
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single rule. Whether disabling ordering in glob or not won't have a noticable
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effect on performance in general use cases. In edge cases like the below however,
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disabling ordering will be beneficial:
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a.*.*.*.*
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a.b.*.*.*
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a.b.c.*.*
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a.b.c.d.*
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The reason is that the list assignment of captures (using of `*`) is the most
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expensive operation in glob. Honoring ordering will result in up to 10 list
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assignments, while without ordering it will need only 4 at most.
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For details, see [pkg/mapper/fsm/README.md](pkg/mapper/fsm/README.md).
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Running `go test -bench .` in **pkg/mapper** directory will produce
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a detailed comparison between the two match type.
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### `drop` action
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You may also drop metrics by specifying a "drop" action on a match. For
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