mirror of
https://github.com/prometheus/statsd_exporter.git
synced 2024-11-22 15:30:59 +00:00
Merge pull request #354 from prometheus/mr/glob-regex-documentation
Reorder and rework glob vs. regex documentation
This commit is contained in:
commit
64dd103e3f
1 changed files with 43 additions and 23 deletions
66
README.md
66
README.md
|
@ -191,6 +191,11 @@ In general, the different metric types are translated as follows:
|
||||||
|
|
||||||
StatsD timer, histogram, distribution -> Prometheus summary or histogram
|
StatsD timer, histogram, distribution -> Prometheus summary or histogram
|
||||||
|
|
||||||
|
### Glob matching
|
||||||
|
|
||||||
|
The default (and fastest) `glob` mapping style uses `*` to denote parts of the statsd metric name that may vary.
|
||||||
|
These varying parts can then be referenced in the construction of the Prometheus metric name and labels.
|
||||||
|
|
||||||
An example mapping configuration:
|
An example mapping configuration:
|
||||||
|
|
||||||
```yaml
|
```yaml
|
||||||
|
@ -234,6 +239,33 @@ mappings:
|
||||||
provider: "$1"
|
provider: "$1"
|
||||||
```
|
```
|
||||||
|
|
||||||
|
Glob matching offers the best performance for common mappings.
|
||||||
|
|
||||||
|
#### Ordering glob rules
|
||||||
|
|
||||||
|
List more specific matches before wildcards, from left to right:
|
||||||
|
|
||||||
|
a.b.c
|
||||||
|
a.b.*
|
||||||
|
a.*.d
|
||||||
|
a.*.*
|
||||||
|
|
||||||
|
This avoids unexpected shadowing of later rules, and performance impact from backtracking.
|
||||||
|
|
||||||
|
Alternatively, you can disable mapping ordering altogether.
|
||||||
|
With unordered mapping, at each hierarchy level the most specific match wins.
|
||||||
|
This has the same effect as using the recommended ordering.
|
||||||
|
|
||||||
|
### Regular expression matching
|
||||||
|
|
||||||
|
The `regex` mapping style uses regular expressions to match the full statsd metric name.
|
||||||
|
Use it if the glob mapping is not flexible enough to pull structured data from the available statsd metric names.
|
||||||
|
|
||||||
|
Regular expression matching is significantly slower than glob mapping as all mappings must be tested in order.
|
||||||
|
Because of this, **regex mappings are only executed after all glob mappings**.
|
||||||
|
In other words, glob mappings take preference over regex matches, irrespective of the order in which they are specified.
|
||||||
|
Regular expression matches are always evaluated in order, and the first match wins.
|
||||||
|
|
||||||
The metric name can also contain references to regex matches. The mapping above
|
The metric name can also contain references to regex matches. The mapping above
|
||||||
could be written as:
|
could be written as:
|
||||||
|
|
||||||
|
@ -244,6 +276,15 @@ mappings:
|
||||||
name: "${2}_total"
|
name: "${2}_total"
|
||||||
labels:
|
labels:
|
||||||
provider: "$1"
|
provider: "$1"
|
||||||
|
mappings:
|
||||||
|
- match: "(.*)\.(.*)--(.*)\.status\.(.*)\.count"
|
||||||
|
match_type: regex
|
||||||
|
name: "request_total"
|
||||||
|
labels:
|
||||||
|
hostname: "$1"
|
||||||
|
exec: "$2"
|
||||||
|
protocol: "$3"
|
||||||
|
code: "$4"
|
||||||
```
|
```
|
||||||
|
|
||||||
Be aware about yaml escape rules as a mapping like the following one will not work.
|
Be aware about yaml escape rules as a mapping like the following one will not work.
|
||||||
|
@ -256,6 +297,8 @@ mappings:
|
||||||
provider: "$1"
|
provider: "$1"
|
||||||
```
|
```
|
||||||
|
|
||||||
|
### Naming, labels, and help
|
||||||
|
|
||||||
Please note that metrics with the same name must also have the same set of
|
Please note that metrics with the same name must also have the same set of
|
||||||
label names.
|
label names.
|
||||||
|
|
||||||
|
@ -402,29 +445,6 @@ mappings:
|
||||||
job: "${1}_server_other"
|
job: "${1}_server_other"
|
||||||
```
|
```
|
||||||
|
|
||||||
### Choosing between glob or regex match type
|
|
||||||
|
|
||||||
Despite from the missing flexibility of using regular expression in mapping and
|
|
||||||
formatting labels, `glob` matching is optimized to have better performance than
|
|
||||||
`regex` in certain use cases. In short, glob will have best performance if the
|
|
||||||
rules amount is not so less and captures (using of `*`) is not to much in a
|
|
||||||
single rule. Whether disabling ordering in glob or not won't have a noticable
|
|
||||||
effect on performance in general use cases. In edge cases like the below however,
|
|
||||||
disabling ordering will be beneficial:
|
|
||||||
|
|
||||||
a.*.*.*.*
|
|
||||||
a.b.*.*.*
|
|
||||||
a.b.c.*.*
|
|
||||||
a.b.c.d.*
|
|
||||||
|
|
||||||
The reason is that the list assignment of captures (using of `*`) is the most
|
|
||||||
expensive operation in glob. Honoring ordering will result in up to 10 list
|
|
||||||
assignments, while without ordering it will need only 4 at most.
|
|
||||||
|
|
||||||
For details, see [pkg/mapper/fsm/README.md](pkg/mapper/fsm/README.md).
|
|
||||||
Running `go test -bench .` in **pkg/mapper** directory will produce
|
|
||||||
a detailed comparison between the two match type.
|
|
||||||
|
|
||||||
### `drop` action
|
### `drop` action
|
||||||
|
|
||||||
You may also drop metrics by specifying a "drop" action on a match. For
|
You may also drop metrics by specifying a "drop" action on a match. For
|
||||||
|
|
Loading…
Reference in a new issue