Commit Graph

1011 Commits

Author SHA1 Message Date
Aliaksandr Valialkin
b684624f67 lib/promscrape/discovery/docker: support host networking mode
See https://github.com/prometheus/prometheus/issues/9116
2021-09-13 13:30:55 +03:00
Aliaksandr Valialkin
6ed9f10da5 lib/promscrape/discovery/kubernetes: properly use https scheme for wildcard TLS certificates in ingress target discovery
See https://github.com/prometheus/prometheus/issues/8902
2021-09-13 13:04:43 +03:00
Aliaksandr Valialkin
d90834da70 lib/promscrape: generate scrape_timeout_seconds metric per each scrape target in the same way as Prometheus 2.30 does
See https://github.com/prometheus/prometheus/pull/9247
2021-09-12 15:21:26 +03:00
Aliaksandr Valialkin
6c97388dde lib/promscrape: add ability to configure scrape_timeout and scrape_interval via relabeling
See https://github.com/prometheus/prometheus/pull/8911
2021-09-12 13:35:20 +03:00
Aliaksandr Valialkin
09670479cd lib/promscrape: reduce CPU usage for common case when calculating scrape_series_added metric
Also reduce CPU usage when applying `series_limit` to scrape targets with constant set of metrics.

The main idea is to perform the calculations on scrape_series_added and series_limit
only if the set of metrics exposed by the target has been changed.
Scrape targets rarely change the set of exposed metrics,
so this optimization should reduce CPU usage in general case.
2021-09-12 12:53:45 +03:00
Aliaksandr Valialkin
2b64c1c95e docs/Single-server-VictoriaMetrics.md: refer to relabeling section for vmagent
This removes duplicate docs about additional relabeling actions supported by VictoriaMetrics components
2021-09-12 11:40:23 +03:00
Aliaksandr Valialkin
def0430318 docs/vmagent.md: sync with app/vmagent/README.md by running make docs-sync 2021-09-11 11:05:12 +03:00
Aliaksandr Valialkin
5aaaa686a4 lib/promscrape: send stale markers for disappeared metrics like Prometheus does 2021-09-11 11:02:56 +03:00
Aliaksandr Valialkin
e1632dc0df docs/vmalert.md: typo fix in Multitenancy chapter 2021-09-10 17:57:43 +03:00
Aliaksandr Valialkin
c2f37f049b lib/storage: properly search series by multiple tag filters matching empty labels such as foo{bar=~"baz|",x=~"y|"}
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1601
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/395
2021-09-09 21:12:53 +03:00
Aliaksandr Valialkin
9b07cb2988 app/vmselect/promql: keep metric name in rollup_candlestick results, since they don't change the original series meaning
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1600
2021-09-09 19:24:10 +03:00
Aliaksandr Valialkin
09edcfd21c docs/CHANGELOG.md: typo fix 2021-09-09 18:58:03 +03:00
Aliaksandr Valialkin
d613a018c8 lib/promscrape: add ability to set series_limit and stream_parse options via relabeling
This allows managing these options on a per-target basis.

Typical use case: to manage these options for pods via Kubernetes annotations.
2021-09-09 18:51:23 +03:00
Aliaksandr Valialkin
986807ebd9 docs/vmagent.md: typo fix in Relabeling chapter 2021-09-09 16:39:34 +03:00
Aliaksandr Valialkin
75c3514c5c lib/promrelabel: add keep_metrics and drop_metrics actions to relabeling rules
These actions simlify metrics filtering. For example,

- action: keep_metrics
  regex: 'foo|bar|baz'

would leave only metrics with `foo`, `bar` and `baz` names, while the rest of metrics will be deleted.

The commit also makes possible to split long regexps into multiple lines. For example, the following config is equivalent to the config above:

- action: keep_metrics
  regex:
  - foo
  - bar
  - baz
2021-09-09 16:25:09 +03:00
Aliaksandr Valialkin
708ebd59ad docs/vmalert.md: make docs-sync after 21f022e5f0 2021-09-09 16:25:08 +03:00
Aliaksandr Valialkin
2b19dd8601 docs/MetricsQL.md: add a link to VictoriaMetrics github 2021-09-08 00:15:34 +03:00
Aliaksandr Valialkin
608ed19655 app/vmalert: follow-up after 21f022e5f0 2021-09-07 22:45:47 +03:00
Aliaksandr Valialkin
9be7294331 docs/CHANGELOG.md: document 42e07cfaea 2021-09-07 22:32:01 +03:00
Aliaksandr Valialkin
304661c547 docs/vmagent.md: add API path for Prometheus text exposition format 2021-09-07 16:15:28 +03:00
Aliaksandr Valialkin
c5e030dfc4 docs/Articles.md: add a link to case studies 2021-09-06 10:58:48 +03:00
Aliaksandr Valialkin
52b44945a0 docs/Articles.md: add an url to https://www.vultr.com/docs/install-and-configure-victoriametrics-on-debian 2021-09-03 11:50:23 +03:00
Aliaksandr Valialkin
9f816dfee8 docs/Single-server-VictoriaMetrics.md: fix a link multitenancy docs for cluster version in VictoriaMetrics 2021-09-02 17:44:22 +03:00
Aliaksandr Valialkin
a88b02287d docs/CHANGELOG.md: cut v1.65.0 2021-09-01 17:12:44 +03:00
Aliaksandr Valialkin
41af6a73fe docs/FAQ.md: add questions on how to migrate data from various systems (Prometheus, InfluxDB, OpenTSDB, Graphite) to VictoriaMetrics 2021-09-01 16:48:05 +03:00
Aliaksandr Valialkin
5c58c8d55e docs: update -help output for victoria-metrics and vmagent after f77dde837a 2021-09-01 16:35:18 +03:00
Aliaksandr Valialkin
c4df601f43 lib/promscrape: add the ability to limit the number of unique series per each scrape target
The number of series per target can be limited with the following options:

* Global limit with `-promscrape.maxSeriesPerTarget` command-line option.
* Per-target limit with `max_series: N` option in `scrape_config` section.

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1561
2021-09-01 16:08:12 +03:00
Aliaksandr Valialkin
835efb111e docs: make docs-sync 2021-09-01 12:25:17 +03:00
Aliaksandr Valialkin
816d4b6095 docs/CHANGELOG.md: document eff940aa76 2021-09-01 12:25:11 +03:00
Aliaksandr Valialkin
22bb18a449 docs/CHANGELOG.md: document 7c70dcbe3b
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1471
2021-09-01 12:25:04 +03:00
Nikolay
210c76b51e adds external_labels per group for vmalert (#1485)
* adds external_label per group for vmalert
https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1471
2021-09-01 12:19:49 +03:00
Aliaksandr Valialkin
9723ac30dd docs/Single-server-VictoriaMetrics.md: remove outdated link to VictoriaMetrics wiki
VictoriaMetrics wiki became outdated after publishing all the docs at https://docs.victoriametrics.com
2021-08-31 11:53:38 +03:00
Aliaksandr Valialkin
b3d240f7b4 docs/CHANGELOG.md: add a link to Prometheus staleness tracking 2021-08-31 11:53:38 +03:00
Aliaksandr Valialkin
146c14d879 lib/promscrape/discovery/kubernetes: return back support role: endpointslices, since it is used by VictoriaMetrics operator
This is a follow up commit after 31b42b30b6
2021-08-29 12:37:36 +03:00
Aliaksandr Valialkin
18d7adf731 lib/protoparser/opentsdb: follow-up after 8ee75ca45a 2021-08-29 11:50:01 +03:00
Aliaksandr Valialkin
ca61d7c82b lib/promscrape/discovery/kubernetes: rename role: endpointslices to role: endpointslice to be consistent with Prometheus
See 2ec6c7dbb8/discovery/kubernetes/kubernetes.go (L99)
2021-08-29 11:23:59 +03:00
Aliaksandr Valialkin
327034b54f lib/promscrape/discovery/kubernetes: use v1 API instead of v1beta1 API for role: ingress and role: endpointslices
This should fix service discovery for these roles in Kubernetes v1.22 and newer versions.
See https://kubernetes.io/docs/reference/using-api/deprecation-guide/#ingress-v122

The corresponding change in Prometheus - https://github.com/prometheus/prometheus/pull/9205
2021-08-29 11:23:58 +03:00
Aliaksandr Valialkin
0e809bd4b6 docs/Single-server-VictoriaMetrics.md: mention that downsampling doesnt improve query performance on high churn rate 2021-08-27 18:51:28 +03:00
Aliaksandr Valialkin
39bb6bdd79 app/vmselect/promql: add quantile("phiLabel", phi1, ..., phiN, q) aggregate function to MetricsQL
See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1573
2021-08-27 18:40:25 +03:00
Aliaksandr Valialkin
14d4b5aa83 app/vmselect: add -search.disableAutoCacheReset command-line option for disabling automatic cache reset when a sample with old timestamp outside -search.cacheTimestampOffset is inserted
See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1570
2021-08-27 17:17:43 +03:00
Aliaksandr Valialkin
6e5864b014 docs/{vmgateway,vmbackupmanager}: mention that enterprise binaries are free for download and evaluation 2021-08-27 14:53:48 +03:00
Aliaksandr Valialkin
adf71a415e docs: link to active time series, churn rate and high cardinality questions 2021-08-27 14:45:36 +03:00
Aliaksandr Valialkin
1a7646c142 docs/CHANGELOG.md: document the bugfix for possible timeout error in vmbackupmanager when making snapshots
See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1571
2021-08-27 13:04:33 +03:00
Aliaksandr Valialkin
125a94e6ca docs: mention that enterprise binaries can be downloaded and evaluated for free 2021-08-27 12:48:51 +03:00
Aliaksandr Valialkin
102ab795f8 docs/vmagent.md: document the ability to load scrape configs from multiple files
See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1559
2021-08-26 09:13:54 +03:00
Aliaksandr Valialkin
7fdb4db73d lib/promscrape: add ability to load scrape configs from multiple files
See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1559
2021-08-26 08:51:53 +03:00
Aliaksandr Valialkin
8d843d0754 docs/CHANGELOG.md: document 48f33d098b 2021-08-25 13:32:05 +03:00
Aliaksandr Valialkin
874660a4ae docs/Cluster-VictoriaMetrics.md: mention that the -replicationFactor at vmselect is an optional parameter 2021-08-25 13:10:31 +03:00
Aliaksandr Valialkin
4a2d7aec7f lib/promscrape: expose promscrape_discovery_http_errors_total metric for tracking errors per each http_sd config 2021-08-25 13:05:29 +03:00
Aliaksandr Valialkin
b885bd9b7d lib/{mergeset,storage}: improve the detection of the needed free space for background merge
This should prevent from possible out of disk space crashes during big merges.

See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1560
2021-08-25 10:01:09 +03:00
Aliaksandr Valialkin
ae8ec78c63 docs/FAQ.md: add more entries for frequently asked questions
The following topics are covered:

* Active time series
* High cardinality
* High churn rate
* Slow inserts
2021-08-24 11:34:31 +03:00
Aliaksandr Valialkin
9b39e078c0 docs/MetricsQL.md: typo fix: histogram_qunatile -> histogram_quantile 2021-08-23 23:08:28 +03:00
Aliaksandr Valialkin
3eca49c4a6 docs/MetricsQL.md: fix the indentation for median function 2021-08-23 12:04:43 +03:00
Aliaksandr Valialkin
a4948d92b5 docs/MetricsQL.md: typo fix: convesions->conversions 2021-08-23 12:01:34 +03:00
Aliaksandr Valialkin
8b9dc45c3c docs/MetricsQL.md: typo fixes 2021-08-23 12:00:17 +03:00
Aliaksandr Valialkin
5917c72ddd docs/MetricsQL.md: rehaul the documentation on MetricsQL
* Document all the functions supported by MetricsQL, including PromQL functions
* Group functions by their type: rollup functions, transform functions, label manipulation functions and aggregate functions.
* Document implicit query transformations.
2021-08-23 11:46:30 +03:00
Aliaksandr Valialkin
40b06e84f8 app/vmselect/promql: rename sign() function to sgn() in order to be consistent with Prometheus
See https://github.com/prometheus/prometheus/pull/8457 for details.
2021-08-23 11:46:29 +03:00
Aliaksandr Valialkin
8493159eed deployment/docker: update Go builder from Go1.16.7 to Go1.17.0
This improves data ingestion and query performance by up to 5% according to benchmarks.

See https://go.dev/blog/go1.17
2021-08-21 22:22:31 +03:00
Aliaksandr Valialkin
67bc407747 lib/promscrape: reduce memory and CPU usage when Prometheus staleness tracking is enabled for metrics from deleted / disappeared scrape targets
Store the scraped response body instead of storing the parsed and relabeld metrics.
This should reduce memory usage, since the response body takes less memory than the parsed and relabeled metrics.
This is especially true for Kubernetes service discovery, which adds many long labels for all the scraped metrics.

This should also reduce CPU usage, since the marshaling of the parsed
and relabeld metrics has been substituted by response body copying.

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1526
2021-08-21 21:24:07 +03:00
Aliaksandr Valialkin
ff4c7c1a3d docs/vmalert.md: run make docs-sync after 9ee3d0378f 2021-08-21 20:25:26 +03:00
Aliaksandr Valialkin
388e07b37f docs/CHANGELOG.md: document 9ee3d0378f 2021-08-21 20:23:22 +03:00
Aliaksandr Valialkin
3454f25e0f docs/CHANGELOG.md: document b5d6a0e499 2021-08-19 14:07:00 +03:00
Aliaksandr Valialkin
2e1eb33bfd docs/CHANGELOG.md: clarify the change, which adds -search.noStaleMarkers command-line flag 2021-08-19 13:55:43 +03:00
Aliaksandr Valialkin
ee1f3414d1 app/vmselect/promql: do not override [d] at last_over_time(m[d]) if [d] is smaller than scrape_interval
Since most users do not expect the overriding of explicitly set `[d]`.
2021-08-19 10:33:10 +03:00
Aliaksandr Valialkin
47a37b8cfc docs/CHANGELOG.md: cut v1.64.1
This is mostly bugfix release, which includes fixes for staleness handling and a security update for Alpine base image
2021-08-18 22:07:05 +03:00
Aliaksandr Valialkin
8ee575dee9 lib/promscrape: send stale markers for the previously scraped metrics on failed scrapes like Prometheus does 2021-08-18 22:00:46 +03:00
Aliaksandr Valialkin
355690a719 docs/CHANGELOG.md: document 06bf21c21b 2021-08-18 14:01:42 +03:00
Aliaksandr Valialkin
5d92fafc40 app/vmselect: add -search.noStaleMarkers command-line flag for disabling stale markers handling in queries
This option allows reducing CPU usage a bit when VictoriaMetrics is used
for collecting and processing non-Prometheus data. For example, InfluxDB line protocol, Graphite, OpenTSDB, CSV, etc.
2021-08-18 13:58:06 +03:00
Aliaksandr Valialkin
f21fad53b4 lib/promscrape: add ability to disable sending Prometheus staleness markers with -promscrape.disableStaleMarkers command-line flag
This option can be useful when vmagent consumes too much additional memory
for staleness markers functionality and when staleness markers aren't needed.
2021-08-18 13:58:05 +03:00
Aliaksandr Valialkin
49886ecbc8 app/vmselect/promql: add bitmap_and(), bitmap_or() and bitmap_xor() functions to MetricsQL
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1541
2021-08-17 13:22:15 +03:00
Aliaksandr Valialkin
130a5cab7e docs/Single-server-VictoriaMetrics.md: mention that vmctl can migrate data from OpenTSDB to VictoriaMetrics 2021-08-17 11:17:38 +03:00
Aliaksandr Valialkin
db34c40aec lib/promscrape: stop scrapers for the removed targets before starting scrapers for the added targets
This should prevent from possible time series overlap when old target is substituted by new target (for example, during Kubernetes deployments).

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1526
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1530
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/748
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1509
2021-08-17 01:00:40 +03:00
Aliaksandr Valialkin
fe8c462044 app/vmalert: mention -remoteWrite.disablePathAppend in the description for -remoteWrite.url 2021-08-16 15:23:39 +03:00
Aliaksandr Valialkin
21974cb571 app/vmalert: follow-up for 2400f85761 2021-08-16 15:20:35 +03:00
Aliaksandr Valialkin
a47c1a734a docs/CHANGELOG.md: update urls to Prometheus 2.29 release
Previously these urls were pointing to rc0 release
2021-08-16 14:58:05 +03:00
Aliaksandr Valialkin
f05e827757 docs/CHANGELOG.md: typo fix: satureated -> saturated 2021-08-16 14:58:05 +03:00
Alexander Rickardsson
d27dc3721b vmalert: enable configuring explicit path (#1536)
* vmalert: allow to disable automatically added path to remote write address via disablePathAppend flag
* docs: update docs to include remoteWrite.disablePathAppend
2021-08-16 14:58:05 +03:00
Aliaksandr Valialkin
75a0345215 docs/CHANGELOG.md: cut v1.64.0 2021-08-15 23:52:24 +03:00
Aliaksandr Valialkin
5f13c519ee lib/promscrape: restore red highlighting for DOWN targets at /targets page
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1461
2021-08-15 16:04:33 +03:00
Aliaksandr Valialkin
175727dace docs/CHANGELOG.md: mention the bugfix when more than 27 time series are selected at /vmui 2021-08-15 15:11:13 +03:00
Aliaksandr Valialkin
b09b035d3e docs/CHANGELOG.md: mention that VMUI automatically fills Server URL field
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1506
2021-08-15 14:45:59 +03:00
Aliaksandr Valialkin
48920bdef8 app/vmagent/remotewrite: expose vmagent_remotewrite_send_duration_seconds_total metric
This metric can be used for determining high saturation of every connection to remote storage with
an alerting query `rate(vmagent_remotewrite_send_duration_seconds_total) > 0.9s`.
This query triggers when a connection is satureated by more than 90%
2021-08-15 13:34:07 +03:00
Aliaksandr Valialkin
c1f81f08d4 all: add support for Prometheus staleness markers
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1526
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/748
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1509
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1530
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/845
2021-08-13 12:13:15 +03:00
Aliaksandr Valialkin
7feb62eea9 docs/Cluster-VictoriaMetrics.md: meniton that vmagent can be used for replicating the data among multiple clusters
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1491
2021-08-12 12:47:08 +03:00
Denys Holius
1491767a9e added guide for HA monitoring setup in K8s via VM Cluster (#1523)
* added guide for HA monitoring setup in K8s via VM Cluster

* fixed missed divs

* fixed different typos

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

* Update docs/guides/k8s-ha-monitoring-via-vm-cluster.md

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>

Co-authored-by: Roman Khavronenko <hagen1778@gmail.com>
2021-08-11 13:42:53 +03:00
Aliaksandr Valialkin
9eb828b2c2 app/vminsert: add vm_rpc_send_duration_seconds_total metric per each vminsert->vmstorage link
This metric is useful for determining high link saturation with the following alerting rule:

rate(vm_rpc_send_duration_seconds_total) > 0.9s
2021-08-11 11:42:33 +03:00
Aliaksandr Valialkin
3df6550153 docs/Cluster-VictoriaMetrics.md: update -help output for cluster components after the d375d9b878 2021-08-11 11:39:09 +03:00
Aliaksandr Valialkin
518d0aba18 docs: make docs-sync after e0ee69797d 2021-08-11 10:54:28 +03:00
Aliaksandr Valialkin
90efb5831b lib/envflag: add a link to docs for -envflag.enable 2021-08-11 10:32:40 +03:00
Aliaksandr Valialkin
d5ca07bd71 docs/CHANGELOG.md: document new metrics added to vmalert at 7416fdaa8b 2021-08-05 10:12:53 +03:00
Aliaksandr Valialkin
13d438d808 app/vmagent: typo fix in the description for -remoteWrite.queues 2021-08-05 10:00:58 +03:00
Aliaksandr Valialkin
b877538622 app/vmagent: follow-up after fe445f753b
Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1491
2021-08-05 09:51:00 +03:00
Aliaksandr Valialkin
44bf4cabea docs/Articles.md: actualize links and re-order some links 2021-08-03 16:11:30 +03:00
Aliaksandr Valialkin
77bb9e1656 lib/promscrape/discovery/gce: add __meta_gce_interface_ipv4_<name> labels as in Prometheus 2.29
See https://github.com/prometheus/prometheus/pull/8978
2021-08-03 15:51:45 +03:00
Aliaksandr Valialkin
336a2aa2e0 lib/promscrape/discovery/ec2: add __meta_ec2_availability_zone_id label as Prometheus 2.29 does 2021-08-03 13:28:13 +03:00
Aliaksandr Valialkin
60cfa5f100 app/vmselect/promql: add present_over_time(m[d]) function, which will be available starting from Prometheus 2.29.0
See https://github.com/prometheus/prometheus/releases/tag/v2.29.0-rc.0 and https://github.com/prometheus/prometheus/pull/9097
2021-08-03 12:21:53 +03:00
Roman Khavronenko
51329d9e1e docs: add "Scaling to trillions of metric data points" to articles (#1517) 2021-08-03 11:14:57 +03:00
Roman Khavronenko
e127dcf013 docs: mention "Push Prometheus metrics to VictoriaMetrics or other exporters" article (#1511) 2021-08-02 17:23:45 +03:00
Roman Khavronenko
8e15c96004 docs: fix indentation for guide articles (#1512) 2021-08-02 17:17:24 +03:00
Aliaksandr Valialkin
d9810a7403 docs/CaseStudies.md: typo fix: hed->had 2021-07-30 18:49:17 +03:00