Kube-scheduler Metrics

Collect metrics from Kubernetes Scheduler with Elastic Agent.


Version	1.54.0 (View all)
Compatible Kibana version(s)	8.11.0 or higher
Subscription level What's this?	Basic

Metrics

scheduler

This is the scheduler dataset of the Kubernetes package. It collects metrics from Kubernetes Scheduler component.

An example event for scheduler looks as following:

{
    "kubernetes": {
        "scheduler": {
            "name": "DynamicConfigMapCABundle-client-ca",
            "workqueue": {
                "retries": {
                    "count": 0
                },
                "depth": {
                    "count": 0
                },
                "unfinished": {
                    "sec": 0
                },
                "longestrunning": {
                    "sec": 0
                },
                "adds": {
                    "count": 12
                }
            }
        }
    },
    "orchestrator": {
        "cluster": {
            "name": "kind",
            "url": "kind-control-plane:6443"
        }
    },
    "agent": {
        "name": "kind-control-plane",
        "id": "ee1d778a-e607-4c29-b152-f6e83e606966",
        "type": "metricbeat",
        "ephemeral_id": "084bb5dd-df70-4127-9a52-47fae69de446",
        "version": "8.7.0"
    },
    "@timestamp": "2023-01-10T15:10:33.424Z",
    "ecs": {
        "version": "8.0.0"
    },
    "data_stream": {
        "namespace": "default",
        "type": "metrics",
        "dataset": "kubernetes.scheduler"
    },
    "service": {
        "address": "https://0.0.0.0:10259/metrics",
        "type": "kubernetes"
    },
    "elastic_agent": {
        "id": "ee1d778a-e607-4c29-b152-f6e83e606966",
        "version": "8.7.0",
        "snapshot": true
    },
    "host": {
        "hostname": "kind-control-plane",
        "os": {
            "kernel": "5.15.49-linuxkit",
            "codename": "focal",
            "name": "Ubuntu",
            "type": "linux",
            "family": "debian",
            "version": "20.04.5 LTS (Focal Fossa)",
            "platform": "ubuntu"
        },
        "ip": [
            "10.244.0.1",
            "10.244.0.1",
            "10.244.0.1",
            "172.20.0.2",
            "172.18.0.2",
            "fc00:f853:ccd:e793::2",
            "fe80::42:acff:fe12:2"
        ],
        "containerized": false,
        "name": "kind-control-plane",
        "id": "1c1d736687984c73b6a5f77c1464d4da",
        "mac": [
            "02-42-AC-12-00-02",
            "02-42-AC-14-00-02",
            "6E-87-97-B3-C4-A1",
            "7E-2B-73-DA-CF-B7",
            "F2-54-31-F4-76-AB"
        ],
        "architecture": "x86_64"
    },
    "metricset": {
        "period": 10000,
        "name": "scheduler"
    },
    "event": {
        "duration": 21808836,
        "agent_id_status": "verified",
        "ingested": "2023-01-10T15:10:37Z",
        "module": "kubernetes",
        "dataset": "kubernetes.scheduler"
    }
}

Exported fields

Field	Description	Type	Unit	Metric Type
@timestamp	Event timestamp.	date
cloud.account.id	The cloud account or organization id used to identify different entities in a multi-tenant environment. Examples: AWS account id, Google Cloud ORG Id, or other unique identifier.	keyword
cloud.availability_zone	Availability zone in which this host is running.	keyword
cloud.image.id	Image ID for the cloud instance.	keyword
cloud.instance.id	Instance ID of the host machine.	keyword
cloud.instance.name	Instance name of the host machine.	keyword
cloud.machine.type	Machine type of the host machine.	keyword
cloud.project.id	Name of the project in Google Cloud.	keyword
cloud.provider	Name of the cloud provider. Example values are aws, azure, gcp, or digitalocean.	keyword
cloud.region	Region in which this host is running.	keyword
container.id	Unique container id.	keyword
container.image.name	Name of the image the container was built on.	keyword
container.labels	Image labels.	object
container.name	Container name.	keyword
data_stream.dataset	Data stream dataset.	constant_keyword
data_stream.namespace	Data stream namespace.	constant_keyword
data_stream.type	Data stream type.	constant_keyword
ecs.version	ECS version this event conforms to. `ecs.version` is a required field and must exist in all events. When querying across multiple indices -- which may conform to slightly different ECS versions -- this field lets integrations adjust to the schema version of the events.	keyword
host.architecture	Operating system architecture.	keyword
host.containerized	If the host is a container.	boolean
host.domain	Name of the domain of which the host is a member. For example, on Windows this could be the host's Active Directory domain or NetBIOS domain name. For Linux this could be the domain of the host's LDAP provider.	keyword
host.hostname	Hostname of the host. It normally contains what the `hostname` command returns on the host machine.	keyword
host.id	Unique host id. As hostname is not always unique, use values that are meaningful in your environment. Example: The current usage of `beat.name`.	keyword
host.ip	Host ip addresses.	ip
host.mac	Host mac addresses.	keyword
host.name	Name of the host. It can contain what `hostname` returns on Unix systems, the fully qualified domain name, or a name specified by the user. The sender decides which value to use.	keyword
host.os.build	OS build information.	keyword
host.os.codename	OS codename, if any.	keyword
host.os.family	OS family (such as redhat, debian, freebsd, windows).	keyword
host.os.kernel	Operating system kernel version as a raw string.	keyword
host.os.name	Operating system name, without the version.	keyword
host.os.name.text	Multi-field of `host.os.name`.	text
host.os.platform	Operating system platform (such centos, ubuntu, windows).	keyword
host.os.version	Operating system version as a raw string.	keyword
host.type	Type of host. For Cloud providers this can be the machine type like `t2.medium`. If vm, this could be the container, for example, or other information meaningful in your environment.	keyword
kubernetes.annotations.*	Kubernetes annotations map	object
kubernetes.container.image	Kubernetes container image	keyword
kubernetes.container.name	Kubernetes container name	keyword
kubernetes.deployment.name	Kubernetes deployment name	keyword
kubernetes.labels.*	Kubernetes labels map	object
kubernetes.namespace	Kubernetes namespace	keyword
kubernetes.node.hostname	Kubernetes hostname as reported by the node’s kernel	keyword
kubernetes.node.name	Kubernetes node name	keyword
kubernetes.pod.ip	Kubernetes pod IP	ip
kubernetes.pod.name	Kubernetes pod name	keyword
kubernetes.pod.uid	Kubernetes pod UID	keyword
kubernetes.replicaset.name	Kubernetes replicaset name	keyword
kubernetes.scheduler.client.request.count	Number of HTTP requests to API server, broken down by status code, method and host	long		counter
kubernetes.scheduler.client.request.duration.us.bucket.*	Requests latency distribution in histogram buckets, broken down by verb and host	object
kubernetes.scheduler.client.request.duration.us.count	Number of request duration operations to API server, broken down by verb and host	long		counter
kubernetes.scheduler.client.request.duration.us.sum	Sum of requests latency in microseconds, broken down by verb and host	long	micros	counter
kubernetes.scheduler.client.request.size.bytes.bucket.*	Requests size distribution in histogram buckets, broken down by verb and host	object
kubernetes.scheduler.client.request.size.bytes.count	Number of requests, broken down by verb and host	long		counter
kubernetes.scheduler.client.request.size.bytes.sum	Requests size sum in bytes, broken down by verb and host	long	byte	counter
kubernetes.scheduler.client.response.size.bytes.bucket.*	Responses size distribution in histogram buckets, broken down by verb and host	object
kubernetes.scheduler.client.response.size.bytes.count	Number of responses, broken down by verb and host	long		counter
kubernetes.scheduler.client.response.size.bytes.sum	Responses size sum in bytes, broken down by verb and host	long	byte	counter
kubernetes.scheduler.code	HTTP code	keyword
kubernetes.scheduler.event	Scheduling event	keyword
kubernetes.scheduler.host	HTTP host	keyword
kubernetes.scheduler.leader.is_master	Whether the scheduler instance is leader	boolean
kubernetes.scheduler.method	HTTP method	keyword
kubernetes.scheduler.name	Name for the resource	keyword
kubernetes.scheduler.process.cpu.sec	Total user and system CPU time spent in seconds	double		counter
kubernetes.scheduler.process.fds.max.count	Limit for open file descriptors	long		gauge
kubernetes.scheduler.process.fds.open.count	Number of open file descriptors	long		gauge
kubernetes.scheduler.process.memory.resident.bytes	Bytes in resident memory	long	byte	gauge
kubernetes.scheduler.process.memory.virtual.bytes	Bytes in virtual memory	long	byte	gauge
kubernetes.scheduler.process.started.sec	Start time of the process since unix epoch in seconds	double		gauge
kubernetes.scheduler.profile	Scheduling profile	keyword
kubernetes.scheduler.queue	Scheduling queue	keyword
kubernetes.scheduler.result	Attempt result to schedule pod	keyword
kubernetes.scheduler.scheduling.attempts.duration.us.bucket.*	Scheduling attempt latency distribution in histogram buckets, broken down by profile and result	object
kubernetes.scheduler.scheduling.attempts.duration.us.count	Number of scheduling attempts, broken down by profile and result	long		counter
kubernetes.scheduler.scheduling.attempts.duration.us.sum	Sum of scheduling attempt latency in microseconds, broken down by profile and result	long	micros	counter
kubernetes.scheduler.scheduling.pending.pods.count	Number of current pending pods, broken down by the queue type	long		gauge
kubernetes.scheduler.scheduling.preemption.attempts.count	Total preemption attempts in the cluster so far	long		counter
kubernetes.scheduler.scheduling.preemption.victims.bucket.*	Number of preemption victims distribution in histogram buckets	object
kubernetes.scheduler.scheduling.preemption.victims.count	Number of preemption victims	long		counter
kubernetes.scheduler.scheduling.preemption.victims.sum	Preemption victims sum	long		counter
kubernetes.scheduler.verb	HTTP verb	keyword
kubernetes.scheduler.workqueue.adds.count	Workqueue add count, broken down by workqueue name	long		counter
kubernetes.scheduler.workqueue.depth.count	Workqueue current depth, broken down by workqueue name	long		gauge
kubernetes.scheduler.workqueue.longestrunning.sec	How many seconds has the longest running processor been running, broken down by workqueue name	double		gauge
kubernetes.scheduler.workqueue.retries.count	Workqueue number of retries, broken down by workqueue name	long		counter
kubernetes.scheduler.workqueue.unfinished.sec	How many seconds of work has done that is in progress and hasn't been considered in the longest running processor, broken down by workqueue name	double		gauge
kubernetes.selectors.*	Kubernetes Service selectors map	object
kubernetes.statefulset.name	Kubernetes statefulset name	keyword
orchestrator.cluster.name	Name of the cluster.	keyword
orchestrator.cluster.url	URL of the API used to manage the cluster.	keyword
service.address	Address where data about this service was collected from. This should be a URI, network address (ipv4:port or [ipv6]:port) or a resource path (sockets).	keyword
service.type	The type of the service data is collected from. The type can be used to group and correlate logs and metrics from one service type. Example: If logs or metrics are collected from Elasticsearch, `service.type` would be `elasticsearch`.	keyword

Changelog

Version	Details	Kibana version(s)
1.54.0	Enhancement View pull request Expand condition support to remaining inputs	8.11.0 or higher
1.53.0	Enhancement View pull request Update size of the metric visualizations	8.11.0 or higher
1.52.0	Enhancement View pull request Add new data stream state_namespace.	8.11.0 or higher
1.51.0	Enhancement View pull request Migrate `Deployments` dashboard visualizations to lens.	8.10.2 or higher
1.50.0	Enhancement View pull request Migrate `Cronjobs` dashboard visualizations to lens	8.10.2 or higher
1.49.0	Enhancement View pull request Migrate `DaemonSets` dashboard visualizations to lens.	8.10.2 or higher
1.48.0	Enhancement View pull request Migrate `StatefulSets` dashboard visualizations to lens.	8.10.2 or higher
1.47.0	Enhancement View pull request Migrate `Jobs` dashboard visualizations to lens.	8.10.2 or higher
1.46.0	Enhancement View pull request Adapt fields for changes in file system info	8.10.1 or higher
1.45.0	Enhancement View pull request Reroute container logs based on pod annotations.	8.10.0 or higher
1.44.0	Enhancement View pull request Introducing kubernetes.deployment.status.* metrics	8.10.0 or higher
1.43.1	Enhancement View pull request Updating index pattern for adHocDataviews for CCS use case	8.8.0 or higher
1.43.0	Enhancement View pull request Expand index pattern for adHocDataviews for CCS use case	8.8.0 or higher
1.42.0	Enhancement View pull request Add permissions to reroute events to logs-- for container_logs datastream	8.8.0 or higher
1.41.0	Enhancement View pull request Enable time series data streams for the metrics datasets. This improves storage usage and query performance. For more details, see https://www.elastic.co/guide/en/elasticsearch/reference/current/tsds.html	8.8.0 or higher
1.40.0	Bug fix View pull request Fix system tests for kubernetes integration for k8s v1.27.0	8.8.0 or higher
1.40.0-beta.2	Bug fix View pull request Fix volume dashboard.	—
1.40.0-beta.1	Bug fix View pull request Fix proxy and scheduler visualization with missing sort field.	—
1.40.0-beta	Enhancement View pull request Enable TSDS for metrics data_streams, except events for beta testing	—
1.39.0	Enhancement View pull request Remove container.name as a dimension.	8.6.1 or higher
1.38.1	Enhancement View pull request Switch max to last value on counter formulas and add missing sort field to proxy, controller manager and scheduler dashboard.	8.6.1 or higher
1.38.0	Enhancement View pull request Fix Pod dashboard and remove some visualisations from Api Server dashboard to support TSDB migration	8.6.1 or higher
1.37.0	Enhancement View pull request Update proxy, controller manager and scheduler dashboard to support TSDB.	8.6.1 or higher
1.36.0	Enhancement View pull request Add container.name dimension to container data stream	8.6.1 or higher
1.35.0	Enhancement View pull request Add NetworkUnavailable condition to state node	8.6.1 or higher
1.34.1	Enhancement View pull request Add support for TSDB on all metric data streams except the state ones	8.6.1 or higher
1.34.0	Enhancement View pull request Add support for TSDB on all state metric data streams	8.6.1 or higher
1.33.0	Enhancement View pull request Add `data_stream.dataset` setting and custom yaml input.	8.6.1 or higher
1.32.2	Enhancement View pull request Added link to docs for condition filter	8.6.1 or higher
1.32.1	Enhancement View pull request Added categories and/or subcategories.	8.6.1 or higher
1.32.0	Enhancement View pull request Add documentation for how to install alerts	8.6.1 or higher
1.31.2	Enhancement View pull request Add system testing for state service datastream	8.6.1 or higher
1.31.1	Enhancement View pull request Update controller manager, proxy and scheduler metrics and dashboards	8.6.1 or higher
1.31.0	Enhancement View pull request Use datas_tream.dataset as pre filters for dashboards and remove tags	8.6.0 or higher
1.30.0	Enhancement View pull request Add missing namespace_uid and namespace_labels fields	8.6.0 or higher
1.29.2	Bug fix View pull request Fix function for memory node usage	8.5.0 or higher
1.29.1	Bug fix View pull request Fix removed condition setting for container_logs	8.5.0 or higher
1.29.0	Bug fix View pull request Remove "Control Plane" column from Node Information table	8.5.0 or higher
1.28.2	Bug fix View pull request Fix Pod Memory usage panel title	8.5.0 or higher
1.28.1	Enhancement View pull request Delete statefulset, job and cronjob visualizations from Cluster Overview dashboard	8.5.0 or higher
1.28.0	Enhancement View pull request Adding banner for Kube-state metrics	8.5.0 or higher
1.27.1	Enhancement View pull request Fix typo in cluster overview dashboard	8.5.0 or higher
1.27.0	Enhancement View pull request New cluster overview dashboard	8.5.0 or higher
1.26.0	Enhancement View pull request Add `processors` configuration option for Kubernetes data_streams	8.4.0 or higher
1.25.0	Enhancement View pull request Add `condition` configuration option to container logs data stream	8.4.0 or higher
1.24.0	Enhancement View pull request Add fields to audit logs data stream	8.4.0 or higher
1.23.1	Enhancement View pull request Add missing dimension fields	8.4.0 or higher
1.23.0	Enhancement View pull request Add fields to audit logs data stream	8.4.0 or higher
1.22.1	Enhancement View pull request Fix overlapping fields in state_job data stream	8.4.0 or higher
1.22.0	Enhancement View pull request Update apiserver and controllermanaged deprecated fields and dashboards	8.4.0 or higher
1.21.2	Bug fix View pull request add container ID and pod name as part of Kubernetes Cotainer Logs filestream input	8.3.0 or higher
1.21.1	Enhancement View pull request improved the wording of the link to Kubernetes documentation	8.3.0 or higher
1.21.0	Enhancement View pull request Add new dashboards	8.3.0 or higher
1.20.0	Enhancement View pull request Change fields type for audit_logs data_stream to use `requestObject` and `responseObject` fields of audit events. Disable dynamic mapping for audit_logs data_stream. Drop `kubernetes.audit.responseObject.metadata` and `kubernetes.audit.requestObject.metadata`	8.2.0 or higher
1.19.1	Enhancement View pull request Add documentation for volume field	8.2.0 or higher
1.19.0	Enhancement View pull request Add missed ecs fields	8.2.0 or higher
1.18.1	Enhancement View pull request Add documentation for multi-fields	8.2.0 or higher
1.18.0	Enhancement View pull request Fix k8s overview dashboard	8.2.0 or higher
1.17.3	Bug fix View pull request Remove incorrectly tagged boolean dimension	7.16.0 or higher 8.0.0 or higher
1.17.2	Bug fix View pull request Add missing metadata fields	7.16.0 or higher 8.0.0 or higher
1.17.1	Enhancement View pull request Improve default ndjson parser configuration	—
1.17.0	Enhancement View pull request Disable audit logs collection by default	—
1.16.0	Enhancement View pull request Documentation improvements	—
1.15.0	Enhancement View pull request Add ssl.certificate_authorities configuration	—
1.14.3	Bug fix View pull request Add missing job.name and cronjob.name fields to state_container datastream	—
1.14.2	Bug fix View pull request Add missing job.name and cronjob.name fields to container related datastreams	—
1.14.1	Bug fix View pull request Add missing job.name and cronjob.name fields added by metadata generators	—
1.14.0	Enhancement View pull request Tune state_metrics settings	—
1.13.0	Enhancement View pull request Update to ECS 8.0	—
1.12.0	Enhancement View pull request Expose add_recourse_metadata configuration option	—
1.11.0	Enhancement View pull request Add memory.working_set.limit.pct for pod and container data streams	—
1.10.0	Enhancement View pull request Add leader election in state_job data stream	—
1.9.0	Enhancement View pull request Add missing fields	7.16.0 or higher 8.0.0 or higher
1.8.1	Bug fix View pull request Set kubernetes.volume.fs.used.pct to scaled_float	7.16.0 or higher 8.0.0 or higher
1.8.0	Enhancement View pull request Support json logs parsing	7.16.0 or higher 8.0.0 or higher
1.7.0	Enhancement View pull request Add new audit logs data stream in kubernetes integration	7.16.0 or higher 8.0.0 or higher
1.6.0	Enhancement View pull request Add skip_older option for event datastream	7.16.0 or higher 8.0.0 or higher
1.5.0	Enhancement View pull request Revert Kubernetes namespace field breaking change	7.16.0 or higher 8.0.0 or higher
1.4.2	Enhancement View pull request Add dimension fields	—
1.4.1	Enhancement View pull request Remove overriding of index pattern on the Kubernetes overview dashboard	8.0.0 or higher
1.4.0	Enhancement View pull request Use filestream input for container_logs data stream	—
1.3.3	Bug fix View pull request Fix conditions of data_streams that are based on k8s labels & add condition in pipelines	—
1.3.2	Enhancement View pull request Set default host for proxy to localhost	—
1.3.1	Enhancement View pull request Uniform with guidelines	—
1.3.0	Enhancement View pull request Add container_logs ecs fields	—
1.2.1	Bug fix View pull request Update Kubernetes cluster_ip field type	—
1.2.0	Enhancement View pull request Update Kubernetes namespace field	—
1.1.1	Bug fix View pull request Update Kubernetes integration Readme	—
1.1.0	Enhancement View pull request Update to ECS 1.12.0	7.15.0 or higher
1.0.0	Enhancement View pull request Release Kubernetes as GA	—
0.14.1	Enhancement View pull request Update default host in kubernetes proxy data stream in kubernetes integration	—
0.14.0	Enhancement View pull request Add new container logs data stream in kubernetes integration	—
0.13.0	Enhancement View pull request Leverage dynamic kubernetes provider for controller and scheduler datastream	—
0.12.2	Bug fix View pull request Add missing field "kubernetes.daemonset.name" field for pod and container data streams	—
0.12.1	Bug fix View pull request Add missing cluster filter for "orchestrator.cluster.name" field in [Metrics Kubernetes] Overview dashboard and Dashboard section in the integration overview page	—
0.12.0	Enhancement View pull request Update kubernetes package ecs fields with orchestrator.cluster.url and orchestrator.cluster.name	—
0.11.1	Enhancement View pull request Escape special characters in docs	—
0.11.0	Enhancement View pull request Update documentation to fit mdx spec	—
0.10.0	Enhancement View pull request Update integration description	—
0.9.1	Bug fix View pull request Add missing field "kubernetes.daemonset.name" field for state_pod and state_container	—
0.9.0	Enhancement View pull request Enhance kubernetes package with state_job data stream	—
0.8.0	Enhancement View pull request Leverage leader election in kubernetes integration	—
0.7.0	Enhancement View pull request Add _meta information to Kubernetes fields	—
0.6.0	Enhancement View pull request Introduce kubernetes package granularity using input_groups	—
0.5.3	Enhancement View pull request Add missing field "kubernetes.statefulset.replicas.ready"	—
0.5.2	Bug fix View pull request Fix stack compatability	—
0.5.1	Bug fix View pull request Fix references to env variables	—
0.5.0	Enhancement View pull request Add missing field "kubernetes.selectors.*" and extra https settings for controllermanager and scheduler datastreams	—
0.4.5	Enhancement View pull request Add missing field "kubernetes.pod.ip"	—
0.4.4	Enhancement View pull request Updating package owner	—
0.4.3	Bug fix View pull request Correct sample event file.	—
0.4.2	Bug fix View pull request Change kibana.version constraint to be more conservative.	—
0.4.1	Enhancement View pull request Add missing fields	—
0.1.0	Enhancement View pull request initial release	—

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Metrics

scheduler

Changelog