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
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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
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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 )
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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
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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
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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
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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
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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 )
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* 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
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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
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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
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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 )
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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
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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
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Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-09-05 11:01:40 +02:00
Julien
50f5327f83
Merge pull request #14769 from roidelapluie/autoreload
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Support reload config automatically
2024-09-05 10:47:07 +02:00
Julius Volz
c73c3e24d7
Default to serving new (Prometheus 3.0) UI
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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
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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
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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
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Signed-off-by: Arthur Silva Sens <arthursens2005@gmail.com>
2024-09-04 20:06:35 +02:00
Jan Fajerski
befcfadf78
Fix merge conflicts
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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
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Signed-off-by: Julien <roidelapluie@o11y.eu>
2024-09-03 13:31:08 +02:00
Julien
93f27409cd
Merge pull request #14660 from roidelapluie/customheaders
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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
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using -Xours
Signed-off-by: Jan Fajerski <jfajersk@redhat.com>
2024-09-02 11:27:18 +02:00
Julien
1cd2d0498b
Support reload config automatically
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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
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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 )
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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
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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
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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.
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Signed-off-by: machine424 <ayoubmrini424@gmail.com>
2024-08-20 15:44:39 +02:00
Julien Pivotto
9b5e7623f4
Add support for multiple listening addresses
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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
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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
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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
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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
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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
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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