mirror of https://github.com/prometheus/prometheus
docs: add regex section in querying basics
Signed-off-by: Kateryna Pavlova <kathrinett@gmail.com>pull/15445/head
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@ -178,7 +178,7 @@ against regular expressions. The following label matching operators exist:
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* `=~`: Select labels that regex-match the provided string.
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* `=~`: Select labels that regex-match the provided string.
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* `!~`: Select labels that do not regex-match the provided string.
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* `!~`: Select labels that do not regex-match the provided string.
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Regex matches are fully anchored. A match of `env=~"foo"` is treated as `env=~"^foo$"`.
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[Regex](#regular-expressions) matches are fully anchored. A match of `env=~"foo"` is treated as `env=~"^foo$"`.
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For example, this selects all `http_requests_total` time series for `staging`,
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For example, this selects all `http_requests_total` time series for `staging`,
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`testing`, and `development` environments and HTTP methods other than `GET`.
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`testing`, and `development` environments and HTTP methods other than `GET`.
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@ -241,9 +241,6 @@ A workaround for this restriction is to use the `__name__` label:
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{__name__="on"} # Good!
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{__name__="on"} # Good!
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All regular expressions in Prometheus use [RE2
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syntax](https://github.com/google/re2/wiki/Syntax).
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### Range Vector Selectors
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### Range Vector Selectors
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Range vector literals work like instant vector literals, except that they
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Range vector literals work like instant vector literals, except that they
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@ -365,6 +362,12 @@ PromQL supports line comments that start with `#`. Example:
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# This is a comment
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# This is a comment
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## Regular expressions
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All regular expressions in Prometheus use [RE2 syntax](https://github.com/google/re2/wiki/Syntax).
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Regex matches are always fully anchored.
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## Gotchas
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## Gotchas
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### Staleness
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### Staleness
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@ -25,14 +25,11 @@ for the same vector, making it a [range vector](../basics/#range-vector-selector
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Note that an expression resulting in a range vector cannot be graphed directly,
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Note that an expression resulting in a range vector cannot be graphed directly,
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but viewed in the tabular ("Console") view of the expression browser.
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but viewed in the tabular ("Console") view of the expression browser.
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Using regular expressions, you could select time series only for jobs whose
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Using [regular expressions](./basics.md#regular-expressions), you could select time series only for jobs whose
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name match a certain pattern, in this case, all jobs that end with `server`:
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name match a certain pattern, in this case, all jobs that end with `server`:
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http_requests_total{job=~".*server"}
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http_requests_total{job=~".*server"}
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All regular expressions in Prometheus use [RE2
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syntax](https://github.com/google/re2/wiki/Syntax).
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To select all HTTP status codes except 4xx ones, you could run:
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To select all HTTP status codes except 4xx ones, you could run:
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http_requests_total{status!~"4.."}
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http_requests_total{status!~"4.."}
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@ -598,7 +598,7 @@ label_join(up{job="api-server",src1="a",src2="b",src3="c"}, "foo", ",", "src1",
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## `label_replace()`
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## `label_replace()`
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For each timeseries in `v`, `label_replace(v instant-vector, dst_label string, replacement string, src_label string, regex string)`
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For each timeseries in `v`, `label_replace(v instant-vector, dst_label string, replacement string, src_label string, regex string)`
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matches the [regular expression](https://github.com/google/re2/wiki/Syntax) `regex` against the value of the label `src_label`. If it
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matches the [regular expression](./basics.md#regular-expressions) `regex` against the value of the label `src_label`. If it
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matches, the value of the label `dst_label` in the returned timeseries will be the expansion
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matches, the value of the label `dst_label` in the returned timeseries will be the expansion
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of `replacement`, together with the original labels in the input. Capturing groups in the
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of `replacement`, together with the original labels in the input. Capturing groups in the
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regular expression can be referenced with `$1`, `$2`, etc. Named capturing groups in the regular expression can be referenced with `$name` (where `name` is the capturing group name). If the regular expression doesn't match then the timeseries is returned unchanged.
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regular expression can be referenced with `$1`, `$2`, etc. Named capturing groups in the regular expression can be referenced with `$name` (where `name` is the capturing group name). If the regular expression doesn't match then the timeseries is returned unchanged.
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