Processor add_kubernetes_metadata not working

iulian7 · May 14, 2020, 4:35am

Using Metricbeat 7.7.0 as a sidecar to scrape Prometheus metrics in a Kubernetes (GKE) pod. The configuration is very simple:

metricbeat.modules:
  - module: prometheus
    period: ${PERIOD}
    host: ${NODE_NAME}
    hosts: ["localhost:8082"]
    metrics_path: '/metrics'
    use_types: true
    rate_counters: true

processors:
  - add_cloud_metadata: ~
  - add_kubernetes_metadata:
      in_cluster: true

I checked that the ServiceAccount has privileges to read from the Kubernetes API. The logs from the metricbeat container look like this:

2020-05-14T04:16:11.659Z	INFO	add_kubernetes_metadata/kubernetes.go:71	add_kubernetes_metadata: kubernetes env detected, with version: v1.15.9-gke.24
2020-05-14T04:16:11.659Z	INFO	[kubernetes]	kubernetes/util.go:94	kubernetes: Using pod name service-558c4b9d57-7z6wj and namespace service to discover kubernetes node	{"libbeat.processor": "add_kubernetes_metadata"}
2020-05-14T04:16:11.666Z	INFO	[kubernetes]	kubernetes/util.go:100	kubernetes: Using node %s discovered by in cluster pod node querygke-cluster-1-service-2-a0ed-n9sl	{"libbeat.processor": "add_kubernetes_metadata"}
2020-05-14T04:16:13.814Z	WARN	[cfgwarn]	collector/data.go:47	BETA: Prometheus 'use_types' setting is beta
2020-05-14T04:16:13.814Z	WARN	[cfgwarn]	collector/data.go:50	EXPERIMENTAL: Prometheus 'rate_counters' setting is experimental
2020-05-14T04:16:14.817Z	INFO	[publisher_pipeline_output]	pipeline/output.go:101	Connecting to backoff(elasticsearch(https://<id>.europe-west2.gcp.elastic-cloud.com:443))
2020-05-14T04:16:14.868Z	INFO	[esclientleg]	eslegclient/connection.go:263	Attempting to connect to Elasticsearch version 7.7.0
2020-05-14T04:16:14.871Z	INFO	[license]	licenser/es_callback.go:51	Elasticsearch license: Platinum
2020-05-14T04:16:14.872Z	INFO	[esclientleg]	eslegclient/connection.go:263	Attempting to connect to Elasticsearch version 7.7.0
2020-05-14T04:16:14.874Z	INFO	[index-management]	idxmgmt/std.go:258	Auto ILM enable success.
2020-05-14T04:16:14.876Z	INFO	[index-management.ilm]	ilm/std.go:139	do not generate ilm policy: exists=true, overwrite=false
2020-05-14T04:16:14.876Z	INFO	[index-management]	idxmgmt/std.go:271	ILM policy successfully loaded.
2020-05-14T04:16:14.876Z	INFO	[index-management]	idxmgmt/std.go:410	Set setup.template.name to '{metricbeat-7.7.0 {now/d}-000001}' as ILM is enabled.
2020-05-14T04:16:14.876Z	INFO	[index-management]	idxmgmt/std.go:415	Set setup.template.pattern to 'metricbeat-7.7.0-*' as ILM is enabled.
2020-05-14T04:16:14.876Z	INFO	[index-management]	idxmgmt/std.go:449	Set settings.index.lifecycle.rollover_alias in template to {metricbeat-7.7.0 {now/d}-000001} as ILM is enabled.
2020-05-14T04:16:14.876Z	INFO	[index-management]	idxmgmt/std.go:453	Set settings.index.lifecycle.name in template to {metricbeat {"policy":{"phases":{"delete":{"actions":{"delete":{}},"min_age":"15d"},"hot":{"actions":{"rollover":{"max_age":"1d","max_size":"10GB"}}}}}}} as ILM is enabled.
2020-05-14T04:16:14.878Z	INFO	template/load.go:89	Template metricbeat-7.7.0 already exists and will not be overwritten.
2020-05-14T04:16:14.878Z	INFO	[index-management]	idxmgmt/std.go:295	Loaded index template.
2020-05-14T04:16:14.880Z	INFO	[index-management]	idxmgmt/std.go:306	Write alias successfully generated.
2020-05-14T04:16:14.881Z	INFO	[publisher_pipeline_output]	pipeline/output.go:111	Connection to backoff(elasticsearch(https://<id>.europe-west2.gcp.elastic-cloud.com:443)) established
2020-05-14T04:16:41.652Z	INFO	[monitoring]	log/log.go:145	Non-zero metrics in the last 30s	{"monitoring": {"metrics": {"beat":{"cpu":{"system":{"ticks":50,"time":{"ms":52}},"total":{"ticks":200,"time":{"ms":208},"value":200},"user":{"ticks":150,"time":{"ms":156}}},"handles":{"limit":{"hard":1048576,"soft":1048576},"open":11},"info":{"ephemeral_id":"1d275e53-8c84-445d-93c2-1e9d4172ebfc","uptime":{"ms":30069}},"memstats":{"gc_next":17847088,"memory_alloc":12908096,"memory_total":31243512,"rss":75874304},"runtime":{"goroutines":40}},"libbeat":{"config":{"module":{"running":0}},"output":{"events":{"acked":11,"batches":1,"total":11},"type":"elasticsearch"},"pipeline":{"clients":1,"events":{"active":0,"published":11,"retry":11,"total":11},"queue":{"acked":11}}},"metricbeat":{"prometheus":{"collector":{"events":11,"success":11}}},"system":{"cpu":{"cores":8},"load":{"1":0.18,"15":0.16,"5":0.15,"norm":{"1":0.0225,"15":0.02,"5":0.0188}}}}}}
2020-05-14T04:17:11.652Z	INFO	[monitoring]	log/log.go:145	Non-zero metrics in the last 30s	{"monitoring": {"metrics": {"beat":{"cpu":{"system":{"ticks":50,"time":{"ms":5}},"total":{"ticks":210,"time":{"ms":14},"value":210},"user":{"ticks":160,"time":{"ms":9}}},"handles":{"limit":{"hard":1048576,"soft":1048576},"open":11},"info":{"ephemeral_id":"1d275e53-8c84-445d-93c2-1e9d4172ebfc","uptime":{"ms":60069}},"memstats":{"gc_next":17847088,"memory_alloc":13211808,"memory_total":31547224},"runtime":{"goroutines":40}},"libbeat":{"config":{"module":{"running":0}},"pipeline":{"clients":1,"events":{"active":0}}},"system":{"load":{"1":0.11,"15":0.15,"5":0.13,"norm":{"1":0.0138,"15":0.0188,"5":0.0163}}}}}}

No Kubernetes metadata makes it into Elasticsearch. Am I configuring something wrong or misunderstanding how this is supposed to be used?

jsoriano · May 14, 2020, 7:04pm

Hey @iulian7,

Try to set the host in add_kubernetes_metadata:

  - add_kubernetes_metadata:
      host: ${NODE_NAME}
      in_cluster: true

Btw, just curious, any reason why you are running it as a sidecar and not as a daemonset to be able to collect metrics from all the pods?

iulian7 · May 14, 2020, 8:48pm

Thank you for getting back @jsoriano. It would indeed be much better if it ran as a daemonset, but how would I set this up? The Prometheus module would have to somehow dynamically maintain a list of pods with their containers running. Do you have an example Metricbeat config file that can achieve this?

Thank you,
Iulian

jsoriano · May 15, 2020, 10:17am

You can use hints-based autodiscover for that. This allows to generate configurations from pods annotations.

To use hints, run metricbeat as a daemonset as described here: https://www.elastic.co/guide/en/beats/metricbeat/7.7/running-on-kubernetes.html

Autodiscover configuration is commented out in the reference configuration, be sure to enable it, with hints enabled, like this:

    metricbeat.autodiscover:
      providers:
        - type: kubernetes
          node: ${NODE_NAME}
          hints.enabled: true

Then in your pods, instead of a sidecar, you only need to add annotations like the following ones so your containers get monitored:

annotations:
  co.elastic.metrics/module: prometheus
  co.elastic.metrics/metricsets: collector
  co.elastic.metrics/hosts: '${data.host}:9090'

You can read more about hints-based autodiscover here: https://www.elastic.co/guide/en/beats/metricbeat/7.7/configuration-autodiscover-hints.html

system · June 12, 2020, 10:17am

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Processor add_kubernetes_metadata not working

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