From 866b6a842bf85b09b3130885b44e17d134ae079c Mon Sep 17 00:00:00 2001 From: Roman Khavronenko Date: Wed, 1 Dec 2021 17:33:06 +0200 Subject: [PATCH] Vmalert docs upd (#1890) * vmalert: add topology examples in docs * vmalert: docs typo fix --- app/vmalert/README.md | 144 ++- app/vmalert/vmalert_cluster.excalidraw | 525 +++++++++++ app/vmalert/vmalert_cluster.png | Bin 0 -> 74593 bytes app/vmalert/vmalert_ha.excalidraw | 911 +++++++++++++++++++ app/vmalert/vmalert_ha.png | Bin 0 -> 154276 bytes app/vmalert/vmalert_multicluster.excalidraw | 915 ++++++++++++++++++++ app/vmalert/vmalert_multicluster.png | Bin 0 -> 124727 bytes app/vmalert/vmalert_single.excalidraw | 354 ++++++++ app/vmalert/vmalert_single.png | Bin 0 -> 63913 bytes docs/vmalert.md | 144 ++- docs/vmalert_cluster.png | Bin 0 -> 74593 bytes docs/vmalert_ha.png | Bin 0 -> 154276 bytes docs/vmalert_multicluster.png | Bin 0 -> 124727 bytes docs/vmalert_single.png | Bin 0 -> 63913 bytes 14 files changed, 2953 insertions(+), 40 deletions(-) create mode 100644 app/vmalert/vmalert_cluster.excalidraw create mode 100644 app/vmalert/vmalert_cluster.png create mode 100644 app/vmalert/vmalert_ha.excalidraw create mode 100644 app/vmalert/vmalert_ha.png create mode 100644 app/vmalert/vmalert_multicluster.excalidraw create mode 100644 app/vmalert/vmalert_multicluster.png create mode 100644 app/vmalert/vmalert_single.excalidraw create mode 100644 app/vmalert/vmalert_single.png create mode 100644 docs/vmalert_cluster.png create mode 100644 docs/vmalert_ha.png create mode 100644 docs/vmalert_multicluster.png create mode 100644 docs/vmalert_single.png diff --git a/app/vmalert/README.md b/app/vmalert/README.md index e37e04bce..b6fecdc74 100644 --- a/app/vmalert/README.md +++ b/app/vmalert/README.md @@ -2,7 +2,11 @@ `vmalert` executes a list of the given [alerting](https://prometheus.io/docs/prometheus/latest/configuration/alerting_rules/) or [recording](https://prometheus.io/docs/prometheus/latest/configuration/recording_rules/) -rules against configured address. It is heavily inspired by [Prometheus](https://prometheus.io/docs/alerting/latest/overview/) +rules against configured `-datasource.url`. For sending alerting notifications +vmalert relies on [Alertmanager]((https://github.com/prometheus/alertmanager)) configured via `-notifier.url` flag. +Recording rules results are persisted via [remote write](https://prometheus.io/docs/prometheus/latest/storage/#remote-storage-integrations) +protocol and require `-remoteWrite.url` to be configured. +Vmalert is heavily inspired by [Prometheus](https://prometheus.io/docs/alerting/latest/overview/) implementation and aims to be compatible with its syntax. ## Features @@ -18,12 +22,12 @@ implementation and aims to be compatible with its syntax. * Lightweight without extra dependencies. ## Limitations -* `vmalert` execute queries against remote datasource which has reliability risks because of network. -It is recommended to configure alerts thresholds and rules expressions with understanding that network request -may fail; +* `vmalert` execute queries against remote datasource which has reliability risks because of the network. +It is recommended to configure alerts thresholds and rules expressions with the understanding that network +requests may fail; * by default, rules execution is sequential within one group, but persistence of execution results to remote storage is asynchronous. Hence, user shouldn't rely on chaining of recording rules when result of previous -recording rule is reused in next one; +recording rule is reused in the next one; ## QuickStart @@ -33,13 +37,13 @@ git clone https://github.com/VictoriaMetrics/VictoriaMetrics cd VictoriaMetrics make vmalert ``` -The build binary will be placed to `VictoriaMetrics/bin` folder. +The build binary will be placed in `VictoriaMetrics/bin` folder. To start using `vmalert` you will need the following things: * list of rules - PromQL/MetricsQL expressions to execute; * datasource address - reachable MetricsQL endpoint to run queries against; * notifier address [optional] - reachable [Alert Manager](https://github.com/prometheus/alertmanager) instance for processing, -aggregating alerts and sending notifications. +aggregating alerts, and sending notifications. * remote write address [optional] - [remote write](https://prometheus.io/docs/prometheus/latest/storage/#remote-storage-integrations) compatible storage to persist rules and alerts state info; * remote read address [optional] - MetricsQL compatible datasource to restore alerts state from. @@ -58,7 +62,7 @@ Then configure `vmalert` accordingly: Note there's a separate `remoteRead.url` to allow writing results of alerting/recording rules into a different storage than the initial data that's -queried. This allows using `vmalert` to aggregate data from a short-term, +queried. This allows using `vmalert` to aggregate data from a short-term, high-frequency, high-cardinality storage into a long-term storage with decreased cardinality and a bigger interval between samples. @@ -120,14 +124,14 @@ expression and then act according to the Rule type. There are two types of Rules: * [alerting](https://prometheus.io/docs/prometheus/latest/configuration/alerting_rules/) - -Alerting rules allow to define alert conditions via `expr` field and to send notifications to +Alerting rules allow defining alert conditions via `expr` field and to send notifications to [Alertmanager](https://github.com/prometheus/alertmanager) if execution result is not empty. * [recording](https://prometheus.io/docs/prometheus/latest/configuration/recording_rules/) - -Recording rules allow to define `expr` which result will be then backfilled to configured +Recording rules allow defining `expr` which result will be then backfilled to configured `-remoteWrite.url`. Recording rules are used to precompute frequently needed or computationally expensive expressions and save their result as a new set of time series. -`vmalert` forbids defining duplicates - rules with the same combination of name, expression and labels +`vmalert` forbids defining duplicates - rules with the same combination of name, expression, and labels within one group. #### Alerting rules @@ -143,7 +147,7 @@ alert: expr: # Alerts are considered firing once they have been returned for this long. -# Alerts which have not yet fired for long enough are considered pending. +# Alerts which have not yet been fired for long enough are considered pending. # If param is omitted or set to 0 then alerts will be immediately considered # as firing once they return. [ for: | default = 0s ] @@ -188,19 +192,19 @@ For recording rules to work `-remoteWrite.url` must be specified. the process alerts state will be lost. To avoid this situation, `vmalert` should be configured via the following flags: * `-remoteWrite.url` - URL to VictoriaMetrics (Single) or vminsert (Cluster). `vmalert` will persist alerts state into the configured address in the form of time series named `ALERTS` and `ALERTS_FOR_STATE` via remote-write protocol. -These are regular time series and may be queried from VM just as any other time series. +These are regular time series and maybe queried from VM just as any other time series. The state is stored to the configured address on every rule evaluation. * `-remoteRead.url` - URL to VictoriaMetrics (Single) or vmselect (Cluster). `vmalert` will try to restore alerts state from configured address by querying time series with name `ALERTS_FOR_STATE`. -Both flags are required for proper state restoring. Restore process may fail if time series are missing +Both flags are required for proper state restoration. Restore process may fail if time series are missing in configured `-remoteRead.url`, weren't updated in the last `1h` (controlled by `-remoteRead.lookback`) or received state doesn't match current `vmalert` rules configuration. ### Multitenancy -The are the following approaches exist for alerting and recording rules across +There are the following approaches exist for alerting and recording rules across [multiple tenants](https://docs.victoriametrics.com/Cluster-VictoriaMetrics.html#multitenancy): * To run a separate `vmalert` instance per each tenant. @@ -240,6 +244,106 @@ The enterprise version of vmalert is available in `vmutils-*-enterprise.tar.gz` at [release page](https://github.com/VictoriaMetrics/VictoriaMetrics/releases) and in `*-enterprise` tags at [Docker Hub](https://hub.docker.com/r/victoriametrics/vmalert/tags). +### Topology examples + +The following sections are showing how `vmalert` may be used and configured +for different scenarios. + +Please note, not all flags in examples are required: +* `-remoteWrite.url` and `-remoteRead.url` are optional and are needed only if +you have recording rules or want to store [alerts state](#alerts-state-on-restarts) on `vmalert` restarts; +* `-notifier.url` is optional and is needed only if you have alerting rules. + +#### Single-node VictoriaMetrics + +vmalert single + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://victoriametrics:8428 \ # VM-single addr for executing rules expressions + -remoteWrite.url=http://victoriametrics:8428 \ # VM-single addr to persist alerts state and recording rules results + -remoteRead.url=http://victoriametrics:8428 \ # VM-single addr for restoring alerts state after restart + -notifier.url=http://alertmanager:9093 # AlertManager addr to send alerts when they trigger +``` + +The simplest configuration where one single-node VM server is used for +rules execution, storing recording rules results and alerts state. + +#### Cluster VictoriaMetrics + +vmalert cluster + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://vmselect:8481/select/0/prometheus # vmselect addr for executing rules expressions + -remoteWrite.url=http://vminsert:8480/insert/0/prometheuss # vminsert addr to persist alerts state and recording rules results + -remoteRead.url=http://vmselect:8481/select/0/prometheus # vmselect addr for restoring alerts state after restart + -notifier.url=http://alertmanager:9093 # AlertManager addr to send alerts when they trigger +``` + +In [cluster mode](https://docs.victoriametrics.com/Cluster-VictoriaMetrics.html) +VictoriaMetrics has separate components for writing and reading path: +`vminsert` and `vmselect` components respectively. `vmselect` is used for executing rules expressions +and `vminsert` is used to persist recording rules results and alerts state. +Cluster mode could have multiple `vminsert` and `vmselect` components. In case when you want +to spread the load on these components - add balancers before them and configure +`vmalert` with balancer's addresses. Please, see more about VM's cluster architecture +[here](https://docs.victoriametrics.com/Cluster-VictoriaMetrics.html#architecture-overview). + +#### vmalert high availability + +vmalert ha + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://victoriametrics:8428 \ # VM-single addr for executing rules expressions + -remoteWrite.url=http://victoriametrics:8428 \ # VM-single addr to persist alerts state and recording rules results + -remoteRead.url=http://victoriametrics:8428 \ # VM-single addr for restoring alerts state after restart + -notifier.url=http://alertmanager1:9093 \ # Multiple AlertManager addresses to send alerts when they trigger + -notifier.url=http://alertmanagerN:9093 # The same alert will be sent to all configured notifiers +``` + +For HA user can run multiple identically configured `vmalert` instances. +It means all of them will execute the same rules, write state and results to +the same destinations, and send alert notifications to multiple configured +Alertmanagers. + +To avoid recording rules results and alerts state duplication in VictoriaMetrics server +don't forget to configure [deduplication](https://docs.victoriametrics.com/Single-server-VictoriaMetrics.html#deduplication). + +Alertmanager will automatically deduplicate alerts with identical labels, so ensure that +all `vmalert`s are having the same config. + +Don't forget to configure [cluster mode](https://prometheus.io/docs/alerting/latest/alertmanager/) +for Alertmanagers for better reliability. + +This example uses single-node VM server for the sake of simplicity. +Check how to replace it with [cluster VictoriaMetrics](#cluster-victoriametrics) if needed. + +#### Downsampling and aggregation via vmalert + +vmalert multi cluster + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=downsampling-rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://raw-cluster-vmselect:8481/select/0/prometheus # vmselect addr for executing recordi ng rules expressions + -remoteWrite.url=http://aggregated-cluster-vminsert:8480/insert/0/prometheuss # vminsert addr to persist recording rules results +``` + +Example shows how to build a topology where `vmalert` will process data from one cluster +and write results into another. Such clusters may be called as "hot" (low retention, +high-speed disks, used for operative monitoring) and "cold" (long term retention, +slower/cheaper disks, low resolution data). With help of `vmalert`, user can setup +recording rules to process raw data from "hot" cluster (by applying additional transformations +or reducing resolution) and push results to "cold" cluster. + +Please note, [replay](#rules-backfilling) feature may be used for transforming historical data. + +Flags `-remoteRead.url` and `-notifier.url` are omitted since we assume only recording rules are used. ### Web @@ -259,7 +363,7 @@ vmalert sends requests to `<-datasource.url>/render?format=json` during evaluati if the corresponding group or rule contains `type: "graphite"` config option. It is expected that the `<-datasource.url>/render` implements [Graphite Render API](https://graphite.readthedocs.io/en/stable/render_api.html) for `format=json`. When using vmalert with both `graphite` and `prometheus` rules configured against cluster version of VM do not forget -to set `-datasource.appendTypePrefix` flag to `true`, so vmalert can adjust URL prefix automatically based on query type. +to set `-datasource.appendTypePrefix` flag to `true`, so vmalert can adjust URL prefix automatically based on the query type. ## Rules backfilling @@ -318,11 +422,11 @@ to prevent cache pollution and unwanted time range boundaries adjustment during #### Recording rules -Result of recording rules `replay` should match with results of normal rules evaluation. +The result of recording rules `replay` should match with results of normal rules evaluation. #### Alerting rules -Result of alerting rules `replay` is time series reflecting [alert's state](#alerts-state-on-restarts). +The result of alerting rules `replay` is time series reflecting [alert's state](#alerts-state-on-restarts). To see if `replayed` alert has fired in the past use the following PromQL/MetricsQL expression: ``` ALERTS{alertname="your_alertname", alertstate="firing"} @@ -335,7 +439,7 @@ There are following non-required `replay` flags: * `-replay.maxDatapointsPerQuery` - the max number of data points expected to receive in one request. In two words, it affects the max time range for every `/query_range` request. The higher the value, -the less requests will be issued during `replay`. +the fewer requests will be issued during `replay`. * `-replay.ruleRetryAttempts` - when datasource fails to respond vmalert will make this number of retries per rule before giving up. * `-replay.rulesDelay` - delay between sequential rules execution. Important in cases if there are chaining @@ -357,7 +461,7 @@ See full description for these flags in `./vmalert --help`. We recommend setting up regular scraping of this page either through `vmagent` or by Prometheus so that the exported metrics may be analyzed later. -Use official [Grafana dashboard](https://grafana.com/grafana/dashboards/14950) for `vmalert` overview. Graphs on this dashboard contain useful hints - hover the `i` icon at the top left corner of each graph in order to read it. +Use the official [Grafana dashboard](https://grafana.com/grafana/dashboards/14950) for `vmalert` overview. Graphs on this dashboard contain useful hints - hover the `i` icon at the top left corner of each graph in order to read it. 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long. -# Alerts which have not yet fired for long enough are considered pending. +# Alerts which have not yet been fired for long enough are considered pending. # If param is omitted or set to 0 then alerts will be immediately considered # as firing once they return. [ for: | default = 0s ] @@ -192,19 +196,19 @@ For recording rules to work `-remoteWrite.url` must be specified. the process alerts state will be lost. To avoid this situation, `vmalert` should be configured via the following flags: * `-remoteWrite.url` - URL to VictoriaMetrics (Single) or vminsert (Cluster). `vmalert` will persist alerts state into the configured address in the form of time series named `ALERTS` and `ALERTS_FOR_STATE` via remote-write protocol. -These are regular time series and may be queried from VM just as any other time series. +These are regular time series and maybe queried from VM just as any other time series. The state is stored to the configured address on every rule evaluation. * `-remoteRead.url` - URL to VictoriaMetrics (Single) or vmselect (Cluster). `vmalert` will try to restore alerts state from configured address by querying time series with name `ALERTS_FOR_STATE`. -Both flags are required for proper state restoring. Restore process may fail if time series are missing +Both flags are required for proper state restoration. Restore process may fail if time series are missing in configured `-remoteRead.url`, weren't updated in the last `1h` (controlled by `-remoteRead.lookback`) or received state doesn't match current `vmalert` rules configuration. ### Multitenancy -The are the following approaches exist for alerting and recording rules across +There are the following approaches exist for alerting and recording rules across [multiple tenants](https://docs.victoriametrics.com/Cluster-VictoriaMetrics.html#multitenancy): * To run a separate `vmalert` instance per each tenant. @@ -244,6 +248,106 @@ The enterprise version of vmalert is available in `vmutils-*-enterprise.tar.gz` at [release page](https://github.com/VictoriaMetrics/VictoriaMetrics/releases) and in `*-enterprise` tags at [Docker Hub](https://hub.docker.com/r/victoriametrics/vmalert/tags). +### Topology examples + +The following sections are showing how `vmalert` may be used and configured +for different scenarios. + +Please note, not all flags in examples are required: +* `-remoteWrite.url` and `-remoteRead.url` are optional and are needed only if +you have recording rules or want to store [alerts state](#alerts-state-on-restarts) on `vmalert` restarts; +* `-notifier.url` is optional and is needed only if you have alerting rules. + +#### Single-node VictoriaMetrics + +vmalert single + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://victoriametrics:8428 \ # VM-single addr for executing rules expressions + -remoteWrite.url=http://victoriametrics:8428 \ # VM-single addr to persist alerts state and recording rules results + -remoteRead.url=http://victoriametrics:8428 \ # VM-single addr for restoring alerts state after restart + -notifier.url=http://alertmanager:9093 # AlertManager addr to send alerts when they trigger +``` + +The simplest configuration where one single-node VM server is used for +rules execution, storing recording rules results and alerts state. + +#### Cluster VictoriaMetrics + +vmalert cluster + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://vmselect:8481/select/0/prometheus # vmselect addr for executing rules expressions + -remoteWrite.url=http://vminsert:8480/insert/0/prometheuss # vminsert addr to persist alerts state and recording rules results + -remoteRead.url=http://vmselect:8481/select/0/prometheus # vmselect addr for restoring alerts state after restart + -notifier.url=http://alertmanager:9093 # AlertManager addr to send alerts when they trigger +``` + +In [cluster mode](https://docs.victoriametrics.com/Cluster-VictoriaMetrics.html) +VictoriaMetrics has separate components for writing and reading path: +`vminsert` and `vmselect` components respectively. `vmselect` is used for executing rules expressions +and `vminsert` is used to persist recording rules results and alerts state. +Cluster mode could have multiple `vminsert` and `vmselect` components. In case when you want +to spread the load on these components - add balancers before them and configure +`vmalert` with balancer's addresses. Please, see more about VM's cluster architecture +[here](https://docs.victoriametrics.com/Cluster-VictoriaMetrics.html#architecture-overview). + +#### vmalert high availability + +vmalert ha + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://victoriametrics:8428 \ # VM-single addr for executing rules expressions + -remoteWrite.url=http://victoriametrics:8428 \ # VM-single addr to persist alerts state and recording rules results + -remoteRead.url=http://victoriametrics:8428 \ # VM-single addr for restoring alerts state after restart + -notifier.url=http://alertmanager1:9093 \ # Multiple AlertManager addresses to send alerts when they trigger + -notifier.url=http://alertmanagerN:9093 # The same alert will be sent to all configured notifiers +``` + +For HA user can run multiple identically configured `vmalert` instances. +It means all of them will execute the same rules, write state and results to +the same destinations, and send alert notifications to multiple configured +Alertmanagers. + +To avoid recording rules results and alerts state duplication in VictoriaMetrics server +don't forget to configure [deduplication](https://docs.victoriametrics.com/Single-server-VictoriaMetrics.html#deduplication). + +Alertmanager will automatically deduplicate alerts with identical labels, so ensure that +all `vmalert`s are having the same config. + +Don't forget to configure [cluster mode](https://prometheus.io/docs/alerting/latest/alertmanager/) +for Alertmanagers for better reliability. + +This example uses single-node VM server for the sake of simplicity. +Check how to replace it with [cluster VictoriaMetrics](#cluster-victoriametrics) if needed. + +#### Downsampling and aggregation via vmalert + +vmalert multi cluster + +`vmalert` configuration flags: +``` +./bin/vmalert -rule=downsampling-rules.yml \ # Path to the file with rules configuration. Supports wildcard + -datasource.url=http://raw-cluster-vmselect:8481/select/0/prometheus # vmselect addr for executing recordi ng rules expressions + -remoteWrite.url=http://aggregated-cluster-vminsert:8480/insert/0/prometheuss # vminsert addr to persist recording rules results +``` + +Example shows how to build a topology where `vmalert` will process data from one cluster +and write results into another. Such clusters may be called as "hot" (low retention, +high-speed disks, used for operative monitoring) and "cold" (long term retention, +slower/cheaper disks, low resolution data). With help of `vmalert`, user can setup +recording rules to process raw data from "hot" cluster (by applying additional transformations +or reducing resolution) and push results to "cold" cluster. + +Please note, [replay](#rules-backfilling) feature may be used for transforming historical data. + +Flags `-remoteRead.url` and `-notifier.url` are omitted since we assume only recording rules are used. ### Web @@ -263,7 +367,7 @@ vmalert sends requests to `<-datasource.url>/render?format=json` during evaluati if the corresponding group or rule contains `type: "graphite"` config option. It is expected that the `<-datasource.url>/render` implements [Graphite Render API](https://graphite.readthedocs.io/en/stable/render_api.html) for `format=json`. When using vmalert with both `graphite` and `prometheus` rules configured against cluster version of VM do not forget -to set `-datasource.appendTypePrefix` flag to `true`, so vmalert can adjust URL prefix automatically based on query type. +to set `-datasource.appendTypePrefix` flag to `true`, so vmalert can adjust URL prefix automatically based on the query type. ## Rules backfilling @@ -322,11 +426,11 @@ to prevent cache pollution and unwanted time range boundaries adjustment during #### Recording rules -Result of recording rules `replay` should match with results of normal rules evaluation. +The result of recording rules `replay` should match with results of normal rules evaluation. #### Alerting rules -Result of alerting rules `replay` is time series reflecting [alert's state](#alerts-state-on-restarts). +The result of alerting rules `replay` is time series reflecting [alert's state](#alerts-state-on-restarts). To see if `replayed` alert has fired in the past use the following PromQL/MetricsQL expression: ``` ALERTS{alertname="your_alertname", alertstate="firing"} @@ -339,7 +443,7 @@ There are following non-required `replay` flags: * `-replay.maxDatapointsPerQuery` - the max number of data points expected to receive in one request. In two words, it affects the max time range for every `/query_range` request. The higher the value, -the less requests will be issued during `replay`. +the fewer requests will be issued during `replay`. * `-replay.ruleRetryAttempts` - when datasource fails to respond vmalert will make this number of retries per rule before giving up. * `-replay.rulesDelay` - delay between sequential rules execution. Important in cases if there are chaining @@ -361,7 +465,7 @@ See full description for these flags in `./vmalert --help`. We recommend setting up regular scraping of this page either through `vmagent` or by Prometheus so that the exported metrics may be analyzed later. -Use official [Grafana dashboard](https://grafana.com/grafana/dashboards/14950) for `vmalert` overview. Graphs on this dashboard contain useful hints - hover the `i` icon at the top left corner of each graph in order to read it. +Use the official [Grafana dashboard](https://grafana.com/grafana/dashboards/14950) for `vmalert` overview. Graphs on this dashboard contain useful hints - hover the `i` icon at the top left corner of each graph in order to read it. 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