prometheus relabel_configs vs metric_relabel_configs

This will also reload any configured rule files. For example, if the resource ID is /subscriptions/00000000-0000-0000-0000-000000000000/resourcegroups/rg-name/providers/Microsoft.ContainerService/managedClusters/clustername, the cluster label is clustername. Prometheus Authors 2014-2023 | Documentation Distributed under CC-BY-4.0. OAuth 2.0 authentication using the client credentials grant type. Difference between relabel_config and metric_relabel_config - Google Groups The following relabeling would remove all {subsystem=""} labels but keep other labels intact. This guide describes several techniques you can use to reduce your Prometheus metrics usage on Grafana Cloud. When we configured Prometheus to run as a service, we specified the path of /etc/prometheus/prometheus.yml. By using the following relabel_configs snippet, you can limit scrape targets for this job to those whose Service label corresponds to app=nginx and port name to web: The initial set of endpoints fetched by kuberentes_sd_configs in the default namespace can be very large depending on the apps youre running in your cluster. Prometheus (metric) relabel config with inverse regex match / negative . verrazzano.io can be more efficient to use the Swarm API directly which has basic support for If you are running the Prometheus Operator (e.g. This article provides instructions on customizing metrics scraping for a Kubernetes cluster with the metrics addon in Azure Monitor. In this case Prometheus would drop a metric like container_network_tcp_usage_total(. type Config struct {GlobalConfig GlobalConfig `yaml:"global"` AlertingConfig AlertingConfig `yaml:"alerting,omitempty"` RuleFiles []string `yaml:"rule_files,omitempty"` ScrapeConfigs []*ScrapeConfig `yaml:"scrape_configs,omitempty"` . * action: drop metric_relabel_configs Relabeling relabeling Prometheus Relabel for a detailed example of configuring Prometheus for Docker Engine. Dropping metrics at scrape time with Prometheus - Robust Perception way to filter containers. An example might make this clearer. To do this, use a relabel_config object in the write_relabel_configs subsection of the remote_write section of your Prometheus config. It is very useful if you monitor applications (redis, mongo, any other exporter, etc. For example, kubelet is the metric filtering setting for the default target kubelet. Thanks for reading, if you like my content, check out my website, read my newsletter or follow me at @ruanbekker on Twitter. This is often useful when fetching sets of targets using a service discovery mechanism like kubernetes_sd_configs, or Kubernetes service discovery. scrape targets from Container Monitor - ip-192-168-64-30.multipass:9100. If the extracted value matches the given regex, then replacement gets populated by performing a regex replace and utilizing any previously defined capture groups. instances. Does Counterspell prevent from any further spells being cast on a given turn? Scaleway SD configurations allow retrieving scrape targets from Scaleway instances and baremetal services. You can configure the metrics addon to scrape targets other than the default ones, using the same configuration format as the Prometheus configuration file. Additional config for this answer: Additional helpful documentation, links, and articles: How to set up and visualize synthetic monitoring at scale with Grafana Cloud, Using Grafana Cloud to drive manufacturing plant efficiency. If you use Prometheus Operator add this section to your ServiceMonitor: You don't have to hardcode it, neither joining two labels is necessary. Connect Grafana to data sources, apps, and more, with Grafana Alerting, Grafana Incident, and Grafana OnCall, Frontend application observability web SDK, Try out and share prebuilt visualizations, Contribute to technical documentation provided by Grafana Labs, Help build the future of open source observability software Next I tried metrics_relabel_configs but that doesn't seem to want to copy a label from a different metric, ie. to the Kubelet's HTTP port. The hashmod action provides a mechanism for horizontally scaling Prometheus. Remote development environments that secure your source code and sensitive data created using the port parameter defined in the SD configuration. way to filter targets based on arbitrary labels. Prometheus is configured through a single YAML file called prometheus.yml. Labels are sets of key-value pairs that allow us to characterize and organize whats actually being measured in a Prometheus metric. Find centralized, trusted content and collaborate around the technologies you use most. target is generated. for a practical example on how to set up Uyuni Prometheus configuration. You can apply a relabel_config to filter and manipulate labels at the following stages of metric collection: This sample configuration file skeleton demonstrates where each of these sections lives in a Prometheus config: Use relabel_configs in a given scrape job to select which targets to scrape. The cn role discovers one target for per compute node (also known as "server" or "global zone") making up the Triton infrastructure. The file is written in YAML format, through the __alerts_path__ label. See below for the configuration options for Eureka discovery: See the Prometheus eureka-sd configuration file A consists of seven fields. See the Prometheus examples of scrape configs for a Kubernetes cluster. Omitted fields take on their default value, so these steps will usually be shorter. Promtail | Denylisting: This involves dropping a set of high-cardinality unimportant metrics that you explicitly define, and keeping everything else. node_uname_info{nodename} -> instance -- I get a syntax error at startup. configuration file. Using metric_relabel_configs, you can drastically reduce your Prometheus metrics usage by throwing out unneeded samples. prometheus prometheus server Pull Push . The private IP address is used by default, but may be changed to The terminal should return the message "Server is ready to receive web requests." *), so if not specified, it will match the entire input. Grafana Cloud is the easiest way to get started with metrics, logs, traces, and dashboards. Once Prometheus scrapes a target, metric_relabel_configs allows you to define keep, drop and replace actions to perform on scraped samples: This sample piece of configuration instructs Prometheus to first fetch a list of endpoints to scrape using Kubernetes service discovery (kubernetes_sd_configs). Most users will only need to define one instance. Nerve SD configurations allow retrieving scrape targets from AirBnB's Nerve which are stored in address with relabeling. changed with relabeling, as demonstrated in the Prometheus hetzner-sd Once the targets have been defined, the metric_relabel_configs steps are applied after the scrape and allow us to select which series we would like to ingest into Prometheus storage. For now, Prometheus Operator adds following labels automatically: endpoint, instance, namespace, pod, and service. For a list of trademarks of The Linux Foundation, please see our Trademark Usage page. Powered by Octopress, - targets: ['ip-192-168-64-29.multipass:9100'], - targets: ['ip-192-168-64-30.multipass:9100'], # Config: https://github.com/prometheus/prometheus/blob/release-2.36/config/testdata/conf.good.yml, ./prometheus.yml:/etc/prometheus/prometheus.yml, '--config.file=/etc/prometheus/prometheus.yml', '--web.console.libraries=/etc/prometheus/console_libraries', '--web.console.templates=/etc/prometheus/consoles', '--web.external-url=http://prometheus.127.0.0.1.nip.io', https://grafana.com/blog/2022/03/21/how-relabeling-in-prometheus-works/#internal-labels, https://prometheus.io/docs/prometheus/latest/configuration/configuration/#ec2_sd_config, Python Flask Forms with Jinja Templating , Logging With Docker Promtail and Grafana Loki, Ansible Playbook for Your Macbook Homebrew Packages. Alert relabeling is applied to alerts before they are sent to the Alertmanager. kube-state-metricsAPI ServerDeploymentNodePodkube-state-metricsmetricsPrometheus . Note that the IP number and port used to scrape the targets is assembled as To enable denylisting in Prometheus, use the drop and labeldrop actions with any relabeling configuration. Scrape the kubernetes api server in the k8s cluster without any extra scrape config. For users with thousands of inside a Prometheus-enabled mesh. prometheus-relabel_configsmetric_relabel_configs - it was not set during relabeling. You can extract a samples metric name using the __name__ meta-label. and applied immediately. Prometheus K8SYaml K8S In your case please just include the list items where: Another answer is to using some /etc/hosts or local dns (Maybe dnsmasq) or sth like Service Discovery (by Consul or file_sd) and then remove ports like this: group_left unfortunately is more of a limited workaround than a solution. Python Flask Forms with Jinja Templating , Copyright 2023 - Ruan - Only alphanumeric characters are allowed. Email update@grafana.com for help. See below for the configuration options for PuppetDB discovery: See this example Prometheus configuration file relabeling: Kubernetes SD configurations allow retrieving scrape targets from k8s20230227_b-CSDN Which is frowned on by upstream as an "antipattern" because apparently there is an expectation that instance be the only label whose value is unique across all metrics in the job. Using the __meta_kubernetes_service_label_app label filter, endpoints whose corresponding services do not have the app=nginx label will be dropped by this scrape job. See below for the configuration options for Docker Swarm discovery: The relabeling phase is the preferred and more powerful After relabeling, the instance label is set to the value of __address__ by default if Prometheusrelabel_config - Qiita To further customize the default jobs to change properties such as collection frequency or labels, disable the corresponding default target by setting the configmap value for the target to false, and then apply the job using custom configmap. The replacement field defaults to just $1, the first captured regex, so its sometimes omitted. If a job is using kubernetes_sd_configs to discover targets, each role has associated __meta_* labels for metrics. The __* labels are dropped after discovering the targets. metric_relabel_configs offers one way around that. Additionally, relabel_configs allow selecting Alertmanagers from discovered Configuration file To specify which configuration file to load, use the --config.file flag. to filter proxies and user-defined tags. Triton SD configurations allow retrieving How is an ETF fee calculated in a trade that ends in less than a year? If a task has no published ports, a target per task is Prometheus dns service discovery in docker swarm relabel instance, Prometheus - Aggregate and relabel by regex, How to concatenate labels in Prometheus relabel config, Prometheus: invalid hostname with https scheme, Prometheus multiple source label in relabel config, Prometheus metric relabel for specific value. configuration file. The global configuration specifies parameters that are valid in all other configuration Using metric_relabel_configs, you can drastically reduce your Prometheus metrics usage by throwing out unneeded samples. Targets may be statically configured via the static_configs parameter or // Config is the top-level configuration for Prometheus's config files. PuppetDB resources. First off, the relabel_configs key can be found as part of a scrape job definition. users with thousands of services it can be more efficient to use the Consul API Thanks for contributing an answer to Stack Overflow! It may be a factor that my environment does not have DNS A or PTR records for the nodes in question. required for the replace, keep, drop, labelmap,labeldrop and labelkeep actions. You can perform the following common action operations: For a full list of available actions, please see relabel_config from the Prometheus documentation. As metric_relabel_configs are applied to every scraped timeseries, it is better to improve instrumentation rather than using metric_relabel_configs as a workaround on the Prometheus side. If you use quotes or backslashes in the regex, you'll need to escape them using a backslash. Sorry, an error occurred. their API. Prometheus_mb5ff2f2ed7d163_51CTO for a detailed example of configuring Prometheus with PuppetDB. which rule files to load. Well demo all the highlights of the major release: new and updated visualizations and themes, data source improvements, and Enterprise features. devops, docker, prometheus, Create a AWS Lambda Layer with Docker refresh interval. This SD discovers resources and will create a target for each resource returned Prometheus consul _Johngo Overview. The instance role discovers one target per network interface of Nova For example "test\'smetric\"s\"" and testbackslash\\*. Exporters and Target Labels - Sysdig ), but not system components (kubelet, node-exporter, kube-scheduler, .,) system components do not need most of the labels (endpoint . Why is there a voltage on my HDMI and coaxial cables? All rights reserved. Eureka REST API. For OVHcloud's public cloud instances you can use the openstacksdconfig. The scrape config should only target a single node and shouldn't use service discovery. How relabeling in Prometheus works - Grafana Labs See the Prometheus marathon-sd configuration file Serverset data must be in the JSON format, the Thrift format is not currently supported. Some of these special labels available to us are. You can use a relabel rule like this one in your prometheus job desription: In the prometheus Service Discovery you can first check the correct name of your label. Well demo all the highlights of the major release: new and updated visualizations and themes, data source improvements, and Enterprise features. One use for this is to exclude time series that are too expensive to ingest. Note: By signing up, you agree to be emailed related product-level information. changed with relabeling, as demonstrated in the Prometheus linode-sd - the incident has nothing to do with me; can I use this this way? In the general case, one scrape configuration specifies a single If were using Prometheus Kubernetes SD, our targets would temporarily expose some labels such as: Labels starting with double underscores will be removed by Prometheus after relabeling steps are applied, so we can use labelmap to preserve them by mapping them to a different name. Metric relabeling is applied to samples as the last step before ingestion. prefix is guaranteed to never be used by Prometheus itself. Short story taking place on a toroidal planet or moon involving flying. The following meta labels are available on targets during relabeling: See below for the configuration options for Azure discovery: Consul SD configurations allow retrieving scrape targets from Consul's Hetzner Cloud API and way to filter services or nodes for a service based on arbitrary labels. Prometheus Relabel Config Examples - Ruan Bekker's Blog The __scrape_interval__ and __scrape_timeout__ labels are set to the target's Otherwise the custom configuration will fail validation and won't be applied. Using the write_relabel_config entry shown below, you can target the metric name using the __name__ label in combination with the instance name. Published by Brian Brazil in Posts. Example scrape_configs: # The job name is added as a label `job=<job_name>` to any timeseries scraped from this config. Using a standard prometheus config to scrape two targets: Please help improve it by filing issues or pull requests. Prometheus is an open-source monitoring and alerting toolkit that collects and stores its metrics as time series data. removing port from instance label - Google Groups way to filter tasks, services or nodes. Since weve used default regex, replacement, action, and separator values here, they can be omitted for brevity. Enable Prometheus Native Service Discovery - Sysdig Documentation For a cluster with a large number of nodes and pods and a large volume of metrics to scrape, some of the applicable custom scrape targets can be off-loaded from the single ama-metrics replicaset pod to the ama-metrics daemonset pod. When metrics come from another system they often don't have labels. This may be changed with relabeling. . Relabel configs allow you to select which targets you want scraped, and what the target labels will be. The relabeling step calculates the MD5 hash of the concatenated label values modulo a positive integer N, resulting in a number in the range [0, N-1]. It is I've never encountered a case where that would matter, but hey sure if there's a better way, why not. Scrape kube-state-metrics in the k8s cluster (installed as a part of the addon) without any extra scrape config. Relabeling is a powerful tool to dynamically rewrite the label set of a target before The second relabeling rule adds {__keep="yes"} label to metrics with empty `mountpoint` label, e.g. changed with relabeling, as demonstrated in the Prometheus scaleway-sd Endpoints are limited to the kube-system namespace. Prometheus relabeling to control which instances will actually be scraped. Generic placeholders are defined as follows: The other placeholders are specified separately. When custom scrape configuration fails to apply due to validation errors, default scrape configuration will continue to be used. Note: By signing up, you agree to be emailed related product-level information. This is most commonly used for sharding multiple targets across a fleet of Prometheus instances. from underlying pods), the following labels are attached: If the endpoints belong to a service, all labels of the, For all targets backed by a pod, all labels of the. relabel_configstargetmetric_relabel_configs relabel_configs drop relabel_configs: - source_labels: [__meta_ec2_tag_Name] regex: Example. To learn more about the general format for a relabel_config block, please see relabel_config from the Prometheus docs. Serverset SD configurations allow retrieving scrape targets from Serversets which are I have installed Prometheus on the same server where my Django app is running. valid JSON. How to use relabeling in Prometheus and VictoriaMetrics For reference, heres our guide to Reducing Prometheus metrics usage with relabeling. Refer to Apply config file section to create a configmap from the prometheus config. server sends alerts to. Files must contain a list of static configs, using these formats: As a fallback, the file contents are also re-read periodically at the specified refresh failures. Scrape info about the prometheus-collector container such as the amount and size of timeseries scraped. the cluster state. https://stackoverflow.com/a/64623786/2043385. Files may be provided in YAML or JSON format. record queries, but not the advanced DNS-SD approach specified in Latest Published: Jan 31, 2023 License: Apache-2.0 Imports: 18 Imported by: 2,025 Details Valid go.mod file Redistributable license Tagged version I've been trying in vai for a month to find a coherent explanation of group_left, and expressions aren't labels. The labelkeep and labeldrop actions allow for filtering the label set itself. instances. And what can they actually be used for? Customize relabel configs Issue #1166 prometheus-operator The __meta_dockerswarm_network_* meta labels are not populated for ports which Since kubernetes_sd_configs will also add any other Pod ports as scrape targets (with role: endpoints), we need to filter these out using the __meta_kubernetes_endpoint_port_name relabel config. Prometheus applies this relabeling and dropping step after performing target selection using relabel_configs and metric selection and relabeling using metric_relabel_configs. You may wish to check out the 3rd party Prometheus Operator, Much of the content here also applies to Grafana Agent users. - Prometheus - - - it gets scraped. Prometheus - Django app metrics are not collected is it query? You can filter series using Prometheuss relabel_config configuration object. This can be with kube-prometheus-stack) then you can specify additional scrape config jobs to monitor your custom services. Tags: prometheus, relabelling. An alertmanager_config section specifies Alertmanager instances the Prometheus I'm working on file-based service discovery from a DB dump that will be able to write these targets out. The regex supports parenthesized capture groups which can be referred to later on.