Commit Graph

28 Commits

Author SHA1 Message Date
Aliaksandr Valialkin
0d5d46f9db
lib/streamaggr: huge pile of changes
- Reduce memory usage by up to 5x when de-duplicating samples across big number of time series.
- Reduce memory usage by up to 5x when aggregating across big number of output time series.
- Add lib/promutils.LabelsCompressor, which is going to be used by other VictoriaMetrics components
  for reducing memory usage for marshaled []prompbmarshal.Label.
- Add `dedup_interval` option at aggregation config, which allows setting individual
  deduplication intervals per each aggregation.
- Add `keep_metric_names` option at aggregation config, which allows keeping the original
  metric names in the output samples.
- Add `unique_samples` output, which counts the number of unique sample values.
- Add `increase_prometheus` and `total_prometheus` outputs, which ignore the first sample
  per each newly encountered time series.
- Use 64-bit hashes instead of marshaled labels as map keys when calculating `count_series` output.
  This makes obsolete https://github.com/VictoriaMetrics/VictoriaMetrics/pull/5579
- Expose various metrics, which may help debugging stream aggregation:
  - vm_streamaggr_dedup_state_size_bytes - the size of data structures responsible for deduplication
  - vm_streamaggr_dedup_state_items_count - the number of items in the deduplication data structures
  - vm_streamaggr_labels_compressor_size_bytes - the size of labels compressor data structures
  - vm_streamaggr_labels_compressor_items_count - the number of entries in the labels compressor
  - vm_streamaggr_flush_duration_seconds - a histogram, which shows the duration of stream aggregation flushes
  - vm_streamaggr_dedup_flush_duration_seconds - a histogram, which shows the duration of deduplication flushes
  - vm_streamaggr_flush_timeouts_total - counter for timed out stream aggregation flushes,
    which took longer than the configured interval
  - vm_streamaggr_dedup_flush_timeouts_total - counter for timed out deduplication flushes,
    which took longer than the configured dedup_interval
- Actualize docs/stream-aggregation.md

The memory usage reduction increases CPU usage during stream aggregation by up to 30%.

This commit is based on https://github.com/VictoriaMetrics/VictoriaMetrics/pull/5850
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5898
2024-03-02 03:15:43 +02:00
Aliaksandr Valialkin
31f0dc4b97
lib/streamaggr: allow one second aggregation interval 2024-03-01 21:35:43 +02:00
Aliaksandr Valialkin
8187244153
lib/streamaggr: make the BenchmarkAggregatorsPushByJobAvg closer to production case with long list of labels per sample 2024-02-29 02:41:48 +02:00
hagen1778
2ff94b2bfa
lib/streamaggr: fix incorrect err message for min interval value
Signed-off-by: hagen1778 <roman@victoriametrics.com>
2024-01-29 17:27:23 +01:00
Roman Khavronenko
9e9f170fe7
lib/streamaggr: skip unfinished aggregation state on shutdown by default (#5689)
Sending unfinished aggregate states tend to produce unexpected anomalies with lower values than expected.
The old behavior can be restored by specifying `flush_on_shutdown: true` setting in streaming aggregation config

Signed-off-by: hagen1778 <roman@victoriametrics.com>
2024-01-26 22:45:45 +01:00
Aliaksandr Valialkin
e6e5b97e1e
lib/streamaggr: expand %{ENV} placeholders in stream aggregation configs 2024-01-24 12:31:42 +02:00
Aliaksandr Valialkin
885ee160c2
all: allow dynamically reading *AuthKey flag values from files and urls
Examples:

1) -metricsAuthKey=file:///abs/path/to/file - reads flag value from the given absolute filepath
2) -metricsAuthKey=file://./relative/path/to/file - reads flag value from the given relative filepath
3) -metricsAuthKey=http://some-host/some/path?query_arg=abc - reads flag value from the given url

The flag value is automatically updated when the file contents changes.
2024-01-22 01:23:23 +02:00
noodles2hg
f3c237bae1
lib/streamaggr/streamaggr.go: fix link in error message (#5439) 2023-12-08 18:14:29 +02:00
Nikolay
9505d48070
lib/streamaggr: properly reference slice with labels (#5406)
* lib/streamaggr: properly reference slice with labels
by limiting slice capacity. It must fix issues with slice modification, in case of append new slice will be allocated, instead of modifying refrenced slice
https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5402

* Reduce memory allocations when output_relabel_configs adds new labels to output samples

---------

Co-authored-by: Aliaksandr Valialkin <valyala@victoriametrics.com>
(cherry picked from commit 41f7940f97)
2023-12-01 14:00:18 +01:00
Alexander Marshalov
cf42a080af
lib/streamaggr: respect streamAgg.dropInput with empty stream aggr config (#5213)
https://github.com/VictoriaMetrics/VictoriaMetrics/issues/5207
2023-10-26 09:30:12 +02:00
Aliaksandr Valialkin
d8afd7fe98
Makefile: update golangci-lint from v1.51.2 to v1.54.2
See https://github.com/golangci/golangci-lint/releases/tag/v1.54.2
2023-09-01 10:25:49 +02:00
Aliaksandr Valialkin
6e43664e24
lib/promrelabel: add support for a list of series selectors at IfExpression
This makes possible specifying a list of series selectors at the following places:

- Inside `if` option at relabeling rules
- Inside `match` option at stream aggregation rules

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4635
2023-07-24 17:09:59 -07:00
Aliaksandr Valialkin
c049778ad1
lib/streamaggr: follow-up for 736197179e
- Use a byte slice instead of a map for tracking indexes for matching series.
  This improves performance, since access by slice index is faster than access by map key.
- Re-use the byte slice for tracking indexes for matching series.
  This removes unnecessary memory allocations and improves stream aggregation performance a bit.
- Add an ability to return to the previous behvaiour by specifying -remoteWrite.streamAggr.dropInput command-line flag.
  In this case all the input samples are dropped when stream aggregation is enabled.
- Backport the new stream aggregation behaviour from vmagent to single-node VictoriaMetrics when -streamAggr.config
  option is set.
- Improve docs regarding this change at docs/CHANGELOG.md
- Document the new behavior at docs/stream-aggregation.md

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4243
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/pull/4575
2023-07-24 17:06:09 -07:00
Zakhar Bessarab
470afac5ff
{lib/streamaggr,vmagent/remotewrite}: breaking change for keepInput flag (#4575)
* {lib/streamaggr,vmagent/remotewrite}: breaking change for keepInput flag

Changes default behaviour of keepInput flag to write series which did not match any aggregators to the remote write.
See: https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4243

Signed-off-by: Zakhar Bessarab <z.bessarab@victoriametrics.com>

* Update app/vmagent/remotewrite/remotewrite.go

Co-authored-by: Roman Khavronenko <roman@victoriametrics.com>

---------

Signed-off-by: Zakhar Bessarab <z.bessarab@victoriametrics.com>
Co-authored-by: Roman Khavronenko <roman@victoriametrics.com>
Co-authored-by: Aliaksandr Valialkin <valyala@victoriametrics.com>
2023-07-24 16:34:38 -07:00
Aliaksandr Valialkin
9d14c29667
lib/streamaggr: skip de-duplication for series, which do not match the configured aggregation rules
Previously all the incoming samples were de-duplicated, even if their series doesn't
match aggregation rule filters. This could result in increased CPU usage.

Now the de-duplication isn't applied to samples for series, which do not match
aggregation rule filters. Such samples are just ignored.
2023-07-22 16:46:17 -07:00
Aliaksandr Valialkin
1ce82f874c
lib/streamaggr: follow up for 70773f53d7
- Round staleness_interval durations to the upper number of seconds.
  This should prevent from under-calculations for fractional staleness intervals.
- Rename stalenessInterval field at *AggrState structs into stalenessSecs, since it holds seconds.

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4667
2023-07-20 21:56:36 -07:00
Alexander Marshalov
9ba03b4838
allow configuring staleness interval in stream aggregation (#4667) (#4670)
---------

Signed-off-by: Alexander Marshalov <_@marshalov.org>
Co-authored-by: Roman Khavronenko <roman@victoriametrics.com>
2023-07-20 21:47:29 -07:00
Aliaksandr Valialkin
7acc54025e
Revert "lib/streamaggr: discard samples with timestamps outside of aggregation interval (#4199)"
This reverts commit 9e99f2f5b3.

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/4068

Reason for revert: this breaks valid use cases:

- If timestamps aren't specified in the incoming samples on purpose. For example, if stream aggregation is used
  as StatsD replacement. StatsD protocol has no timestamp concept for incoming samples.
  See https://github.com/b/statsd_spec

- If all the samples must be aggregated, even if they contain stale timestamps.
  for example, if the stream aggregation produces some counter of some events,
  it may be better to count all the events even if they were delayed before
  being ingested into VictoriaMetrics.

Is is also unclear how to determine whether the sample becomes stale.
For example, if the aggregation interval equals to 1h, and the previous
aggregation cycle just finished 10 minutes ago, what to do with the newly
incoming sample with the timestamp 30 minutes older than the current time?
The answer highly depends on the context, so it is unsafe to uncoditionally
use a single logic for dropping the old samples here.
2023-05-08 21:50:19 -07:00
Zakhar Bessarab
52021713ec
lib/streamaggr: discard samples with timestamps outside of aggregation interval (#4199)
* lib/streamaggr: discard samples with timestamps not matching aggregation interval

Samples with timestamps lower than `now - aggregation_interval` are likely to be written via backfilling and should not be used for calculation of aggregation.
See #4068

Signed-off-by: Zakhar Bessarab <z.bessarab@victoriametrics.com>

* lib/streamaggr: make log message more descriptive, fix imports

Signed-off-by: Zakhar Bessarab <z.bessarab@victoriametrics.com>

---------

Signed-off-by: Zakhar Bessarab <z.bessarab@victoriametrics.com>
2023-05-08 17:06:35 -07:00
Aliaksandr Valialkin
dad13c0a91
lib/streamaggr: follow-up for ff72ca14b9
- Make sure that the last successfully loaded config is used on hot-reload failure
- Properly cleanup resources occupied by already initialized aggregators
  when the current aggregator fails to be initialized
- Expose distinct vmagent_streamaggr_config_reload* metrics per each -remoteWrite.streamAggr.config
  This should simplify monitoring and debugging failed reloads
- Remove race condition at app/vminsert/common.MustStopStreamAggr when calling sa.MustStop() while sa
  could be in use at realoadSaConfig()
- Remove lib/streamaggr.aggregator.hasState global variable, since it may negatively impact scalability
  on system with big number of CPU cores at hasState.Store(true) call inside aggregator.Push().
- Remove fine-grained aggregator reload - reload all the aggregators on config change instead.
  This simplifies the code a bit. The fine-grained aggregator reload may be returned back
  if there will be demand from real users for it.
- Check -relabelConfig and -streamAggr.config files when single-node VictoriaMetrics runs with -dryRun flag
- Return back accidentally removed changelog for v1.87.4 at docs/CHANGELOG.md

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/3639
2023-03-31 22:54:10 -07:00
Alexander Marshalov
8c14d17694
added hot reload support for stream aggregation configs (#3969) (#3970)
added hot reload support for stream aggregation configs (#3969)

Signed-off-by: Alexander Marshalov <_@marshalov.org>
2023-03-31 22:31:38 -07:00
Oleksandr Redko
0e1c395609
app,lib: fix typos in comments (#3804) 2023-02-13 09:32:35 -08:00
Aliaksandr Valialkin
5defa99a2e
lib/streamaggr: add ability to de-duplicate input samples before aggregation 2023-01-25 09:22:03 -08:00
Aliaksandr Valialkin
c630115be0
lib/streamaggr: limit the the number of concurrent flushes of the aggregate data to the exact number of available CPUs
This should reduce the maximum memory usage during concurrent flushes of the aggregate data
2023-01-07 00:19:34 -08:00
Aliaksandr Valialkin
3461ae8f13
lib/streamaggr: limit the number of concurrent flushes of aggregate metrics in order to limit memory usage 2023-01-06 22:40:19 -08:00
Aliaksandr Valialkin
c97d6ed6a4
lib/streamaggr: sort by and without labels in the aggregate output metric name
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/3460
2023-01-05 02:08:59 -08:00
Aliaksandr Valialkin
ccec8c26ed
lib/streamaggr: remove unused fields 2023-01-04 13:33:21 -08:00
Aliaksandr Valialkin
3369371636
app/{vmagent,vminsert}: add support for streaming aggregation
See https://docs.victoriametrics.com/stream-aggregation.html

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/3460
2023-01-03 22:22:07 -08:00