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Author SHA1 Message Date
Björn Rabenstein df9916ef66
Merge pull request #14677 from prometheus/beorn7/histogram
promql(native histograms): Introduce exponential interpolation
2024-09-19 18:08:59 +02:00
Jan Fajerski 96e5a94d29 promql: rename holt_winters to double_exponential_smoothing
Signed-off-by: Jan Fajerski <jfajersk@redhat.com>
2024-09-19 15:29:01 +02:00
beorn7 6fcd225aee promql(native histograms): Introduce exponential interpolation
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The linear interpolation (assuming that observations are uniformly
distributed within a bucket) is a solid and simple assumption in lack
of any other information. However, the exponential bucketing used by
standard schemas of native histograms has been chosen to cover the
whole range of observations in a way that bucket populations are
spread out over buckets in a reasonably way for typical distributions
encountered in real-world scenarios.

This is the origin of the idea implemented here: If we divide a given
bucket into two (or more) smaller exponential buckets, we "most
naturally" expect that the samples in the original buckets will split
among those smaller buckets in a more or less uniform fashion. With
this assumption, we end up with an "exponential interpolation", which
therefore appears to be a better match for histograms with exponential
bucketing.

This commit leaves the linear interpolation in place for NHCB, but
changes the interpolation for exponential native histograms to
exponential. This affects `histogram_quantile` and
`histogram_fraction` (because the latter is more or less the inverse
of the former).

The zero bucket has to be treated specially because the assumption
above would lead to an "interpolation to zero" (the bucket density
approaches infinity around zero, and with the postulated uniform usage
of buckets, we would end up with an estimate of zero for all quantiles
ending up in the zero bucket). We simply fall back to linear
interpolation within the zero bucket.

At the same time, this commit makes the call to stick with the
assumption that the zero bucket only contains positive observations
for native histograms without negative buckets (and vice versa). (This
is an assumption relevant for interpolation. It is a mostly academic
point, as the zero bucket is supposed to be very small anyway.
However, in cases where it _is_ relevantly broad, the assumption helps
a lot in practice.)

This commit also updates and completes the documentation to match both
details about interpolation.

As a more high level note: The approach here attempts to strike a
balance between a more simplistic approach without any assumption, and
a more involved approach with more sophisticated assumptions. I will
shortly describe both for reference:

The "zero assumption" approach would be to not interpolate at all, but
_always_ return the harmonic mean of the bucket boundaries of the
bucket the quantile ends up in. This has the advantage of minimizing
the maximum possible relative error of the quantile estimation.
(Depending on the exact definition of the relative error of an
estimation, there is also an argument to return the arithmetic mean of
the bucket boundaries.) While limiting the maximum possible relative
error is a good property, this approach would throw away the
information if a quantile is closer to the upper or lower end of the
population within a bucket. This can be valuable trending information
in a dashboard. With any kind of interpolation, the maximum possible
error of a quantile estimation increases to the full width of a bucket
(i.e. it more than doubles for the harmonic mean approach, and
precisely doubles for the arithmetic mean approach). However, in
return the _expectation value_ of the error decreases. The increase of
the theoretical maximum only has practical relevance for pathologic
distributions. For example, if there are thousand observations within
a bucket, they could _all_ be at the upper bound of the bucket. If the
quantile calculation picks the 1st observation in the bucket as the
relevant one, an interpolation will yield a value close to the lower
bucket boundary, while the true quantile value is close to the upper
boundary.

The "fancy interpolation" approach would be one that analyses the
_actual_ distribution of samples in the histogram. A lot of statistics
could be applied based on the information we have available in the
histogram. This would include the population of neighboring (or even
all) buckets in the histogram. In general, the resolution of a native
histogram should be quite high, and therefore, those "fancy"
approaches would increase the computational cost quite a bit with very
little practical benefits (i.e. just tiny corrections of the estimated
quantile value). The results are also much harder to reason with.

Signed-off-by: beorn7 <beorn@grafana.com>
2024-09-19 14:19:10 +02:00
Jan Fajerski 15cea39136 promql: put holt_winters behind experimental feature flag
Signed-off-by: Jan Fajerski <jfajersk@redhat.com>
2024-09-18 15:39:58 +02:00
Nihal d0d57ff642
[DOC] Add username_file in basic auth http client config (#12749)
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Signed-off-by: Wasim Nihal <sswasim64@gmail.com>
2024-09-17 12:20:31 +01:00
Augustin Husson 6febfbb3be
put back feature flag 'delayed-compaction' and 'old-ui' (#14909)
Signed-off-by: Augustin Husson <husson.augustin@gmail.com>
2024-09-16 15:46:28 +02:00
Jan Fajerski 722f33225c docs/feature_flags.md: drop agent feature flag
Signed-off-by: Jan Fajerski <jfajersk@redhat.com>
2024-09-14 14:03:59 +02:00
Nathan Baulch 50cd453c8f
chore: Fix typos (#14868)
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* Fix typos

---------

Signed-off-by: Nathan Baulch <nathan.baulch@gmail.com>
2024-09-10 22:32:03 +02:00
Jan Fajerski fa318711f4 Merge branch 'main' into 3.0-main-sync-24-09-09
Conflicts:
	cmd/prometheus/main.go
	docs/command-line/prometheus.md
	docs/feature_flags.md
	web/ui/build_ui.sh
	web/web.go
    Resolved by dropping the UTF-8 feature flag and adding the
    `auto-reload-config` feature flag.
    For the new web ui pick all changes from `main`.
2024-09-09 15:44:22 +02:00
Julius Volz f1e0939f2f Document /api/v1/parse_expr endpoint
Signed-off-by: Julius Volz <julius.volz@gmail.com>
2024-09-09 10:27:24 +02:00
Julius Volz ad21ef3d76 Merge branch 'main' into mantine-ui
Signed-off-by: Julius Volz <julius.volz@gmail.com>
2024-09-06 21:26:00 +02:00
Björn Rabenstein 694d98032b
Merge pull request #14705 from prometheus/owilliams/default-on
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utf8: enable utf-8 support by default
2024-09-06 17:24:37 +02:00
Bartlomiej Plotka edc83ed164
Update storage.md with the latest around Remote Write 2.0 (#14848)
* Update storage.md with the latest around Remote Write 2.0

Signed-off-by: Bartlomiej Plotka <bwplotka@gmail.com>

* Update storage.md

Signed-off-by: Bartlomiej Plotka <bwplotka@gmail.com>

---------

Signed-off-by: Bartlomiej Plotka <bwplotka@gmail.com>
2024-09-06 13:50:10 +01:00
Owen Williams 88bb05c3e8 utf8: enable utf-8 support by default
This change causes Prometheus to allow all UTF-8 characters in metric and label names.
This means that names that were previously invalid and would have been previously rejected will be allowed through.

Signed-off-by: Owen Williams <owen.williams@grafana.com>
2024-09-06 08:48:11 -04:00
Julien 404e577034
Merge pull request #14734 from roidelapluie/scrape_failure_logger
Add support for logging scrape failures to a specified file
2024-09-06 11:16:50 +02:00
machine424 cc40b65ab4 fix(promtool): use the final database path for --sandbox-dir-root instead of the default value as it may be overridden
add a regression test for that.

Signed-off-by: machine424 <ayoubmrini424@gmail.com>
2024-09-05 15:25:32 +02:00
Julien be3597c272
Update autoreload documentation: recommend writing files atomically (#14836)
Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-09-05 12:50:20 +01:00
machine424 d18fa62ae9
chore(discovery): enable new-service-discovery-manager by default and drop legacymanager package
Signed-off-by: machine424 <ayoubmrini424@gmail.com>
2024-09-05 12:46:03 +02:00
Julien ce0f09b125 Scrape: Add scrape_failure_log_file to log Scrape Failures
Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-09-05 11:01:40 +02:00
Julien 50f5327f83
Merge pull request #14769 from roidelapluie/autoreload
Support reload config automatically
2024-09-05 10:47:07 +02:00
Julius Volz c73c3e24d7 Default to serving new (Prometheus 3.0) UI
Signed-off-by: Julius Volz <julius.volz@gmail.com>
2024-09-04 21:33:37 +02:00
Julius Volz 490eef6509 Merge branch 'main' into mantine-ui
Signed-off-by: Julius Volz <julius.volz@gmail.com>
2024-09-04 20:58:19 +02:00
Jan Fajerski 2f6fafd122 Merge branch 'release-3.0' into 3.0-main-sync-24-08-30
Conflicts:
	docs/command-line/prometheus.md
        regenerate via make cli-documentation
2024-09-04 20:08:31 +02:00
Arthur Silva Sens ca1f30bb6e Promote Agent mode to it's own cmdline flag
Signed-off-by: Arthur Silva Sens <arthursens2005@gmail.com>
2024-09-04 20:06:35 +02:00
Jan Fajerski befcfadf78 Fix merge conflicts
Fix call to newTestEngine(t) in promql/engine_test.go:3214.
`agent` feature-flag it's own cmdline flag now.
Remove `scrape.name-escaping-scheme` argument.

Signed-off-by: Jan Fajerski <jfajersk@redhat.com>
2024-09-04 20:06:17 +02:00
Jan Fajerski fe4289b502 Merge branch 'main' into HEAD 2024-09-04 18:50:00 +02:00
Julien deabb30b20 Document custom HTTP headers and add tests
Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-09-03 13:31:08 +02:00
Julien 93f27409cd
Merge pull request #14660 from roidelapluie/customheaders
Add documentation for custom headers.
2024-09-03 10:19:01 +02:00
Jan Fajerski 00315ce15e Merge branch 'main' into 3.0-main-sync-24-08-30
using -Xours

Signed-off-by: Jan Fajerski <jfajersk@redhat.com>
2024-09-02 11:27:18 +02:00
Julien 1cd2d0498b Support reload config automatically
Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-08-30 17:12:44 +02:00
Arthur Silva Sens 60b9e9fc16
Promote Agent mode to it's own cmdline flag
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Signed-off-by: Arthur Silva Sens <arthursens2005@gmail.com>
2024-08-29 14:45:09 -03:00
Kevin Rawal b0677263c3
Update basics.md
fix broken URL for feature flags native histograms in querying prometheus documentation

Signed-off-by: Kevin Rawal <84058124+kevinrawal@users.noreply.github.com>
2024-08-29 23:06:31 +05:30
Jorge Creixell e9e3d64b7c
PromQL engine: Delay deletion of __name__ label to the end of the query evaluation (#14477)
PromQL engine: Delay deletion of __name__ label to the end of the query evaluation

  - This change allows optionally preserving the `__name__` label via the `label_replace` and `label_join` functions, and helps prevent the dreaded "vector cannot contain metrics with the same labelset" error.
  - The implementation extends the `Series` and `Sample` structs with a boolean flag indicating whether the `__name__` label should be deleted at the end of the query evaluation.
  - The `label_replace` and `label_join` functions can still access the value of the `__name__` label, even if it has been previously marked for deletion. If  `__name__` is used as target label, it won't be dropped at the end of the query evaluation.
  - Fixes https://github.com/prometheus/prometheus/issues/11397
  - See https://github.com/jcreixell/prometheus/pull/2 for previous discussion, including the decision to create this PR and benchmark it before considering other alternatives (like refactoring `labels.Labels`).
  - See https://github.com/jcreixell/prometheus/pull/1 for an alternative implementation using a special label instead of boolean flags.
  - Note: a feature flag  `promql-delayed-name-removal` has been added as it changes the behavior of some "weird" queries (see https://github.com/prometheus/prometheus/issues/11397#issuecomment-1451998792)

Example (this always fails, as `__name__` is being dropped by `count_over_time`):

```
count_over_time({__name__!=""}[1m])

=> Error executing query: vector cannot contain metrics with the same labelset
```

Before:

```
label_replace(count_over_time({__name__!=""}[1m]), "__name__", "count_$1", "__name__", "(.+)")

=> Error executing query: vector cannot contain metrics with the same labelset
```

After:

```
label_replace(count_over_time({__name__!=""}[1m]), "__name__", "count_$1", "__name__", "(.+)")

=>
count_go_gc_cycles_automatic_gc_cycles_total{instance="localhost:9090", job="prometheus"} 1
count_go_gc_cycles_forced_gc_cycles_total{instance="localhost:9090", job="prometheus"} 1
...
```

Signed-off-by: Jorge Creixell <jcreixell@gmail.com>

---------

Signed-off-by: Jorge Creixell <jcreixell@gmail.com>
Signed-off-by: Björn Rabenstein <github@rabenste.in>
2024-08-29 15:50:39 +02:00
Julien Pivotto ed2e18d7de Add documentation for custom headers.
Signed-off-by: Julien Pivotto <roidelapluie@o11y.eu>
Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-08-29 10:04:45 +02:00
Suraj Patil 7757794bb3
[ENHANCEMENT] Promtool: Adding labels to time series while creating tsdb blocks (#14403)
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* feat: #14402 - Adding labels to time series while creating tsdb blocks

Signed-off-by: Suraj Patil <patilsuraj767@gmail.com>
2024-08-28 12:12:24 +10:00
Bryan Boreham 4202be5e79 Merge branch 'release-2.54' into merge-2.54.1-into-main 2024-08-27 12:04:48 +01:00
Julien 349068ad3e
Merge pull request #14665 from roidelapluie/multiple-listening-addresses
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Add support for multiple listening addresses
2024-08-26 10:31:23 +02:00
Björn Rabenstein 0a00d21cff
Merge pull request #14673 from machine424/docdoccc
docs(configuration.md): clarify the explanations about some temp labe…
2024-08-22 12:31:46 +02:00
Björn Rabenstein 7fad1ec8ee
Merge pull request #14655 from suntala/suntala/sort-by-label-enhancement
promql: Fall back to full label sets when sorting by label
2024-08-21 12:28:55 +02:00
Jan Fajerski 5138922b0d Merge branch 'main' into 3.0-main-sync-24-08-21 2024-08-21 09:09:36 +02:00
Björn Rabenstein 60366a8a05
Merge pull request #14526 from pawarpranav83/release-3.0
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remove deprecated and replaced remote-write-receiver flag from enable-feature
2024-08-20 19:30:46 +02:00
machine424 88cac6fb49
docs(configuration.md): clarify the explanations about some temp labels and format for better visibility.
Signed-off-by: machine424 <ayoubmrini424@gmail.com>
2024-08-20 15:44:39 +02:00
Julien Pivotto 9b5e7623f4 Add support for multiple listening addresses
Fixes #9105

Signed-off-by: Julien Pivotto <roidelapluie@o11y.eu>
Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-08-20 13:09:16 +02:00
ouyang1204@gmail.com 89dee48cc8 fix the issue of failing to match the first network when the container is reconnected to a new network
Signed-off-by: ouyang1204@gmail.com <ouyang1204@gmail.com>
2024-08-19 21:26:25 +08:00
Ganesh Vernekar e86e4ed87f
Merge pull request #14490 from ywwg/owilliams/utf8-02-upstream
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feat(utf8): utf-8 content negotiation and flags
2024-08-16 17:23:42 -04:00
Owen Williams 9e7308de38 feat(utf8): utf8 content negotation and flags
Signed-off-by: Owen Williams <owen.williams@grafana.com>
2024-08-16 16:41:27 -04:00
Julien Pivotto 7711cd5ab5 Remove deprecated storage.tsdb.retention flag
Signed-off-by: Julien Pivotto <roidelapluie@o11y.eu>
Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-08-16 13:53:09 +02:00
suntala ce4eac859a Link to specific feature flag entry
Signed-off-by: suntala <arati.rana@grafana.com>
2024-08-14 13:22:12 +02:00
Björn Rabenstein 3f16a2e7de
Merge pull request #14543 from jan--f/3.0-main-sync-24-08-01
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3.0 main sync 24 08 01
2024-08-13 15:54:13 +02:00
suntala 532904a1d6 Document changes to sort by label
Co-authored-by: Aleks Fazlieva <britishrum@users.noreply.github.com>
Signed-off-by: suntala <arati.rana@grafana.com>
2024-08-11 21:44:03 +02:00