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Prometheus
& Kubernetes
Lessons Learnt
Tom Wilkie, Weaveworks
8th July 2016
Deploying on
Kubernetes
Service-oriented
monitoring
Alerting on
differences
Deploying on
Kubernetes
Not a new topic!
“Monitoring Kubernetes with Prometheus”
- Brian Brazil
“Prometheus and Kubernetes up and running”
- Fabian Reinartz
Even example config upstream
Kubernetes concepts
Pod
Container
Container
Container
Pod
Container
Container
Container
Pod
Container
Container
Container
Replication Controller / Deployment
Service
Monitoring Pod
Promtheus
Container
AlertManager
Container
Grafana
Container
Monitoring Pod
Prometheus
Container
AlertManager
Container
Grafana Pod
Grafana
Container
Prometheus
ConfigMap
Grafana
ConfigMap
Grafana Pod
Grafana
Container
Grafana
ConfigMap
Grafana Pod
Grafana
Container
SOCKS Proxy
SOCKS
Proxy
Grafana Pod
Grafana
Container
AuthFE
AuthFE
Container
Demo
Deploying on
Kubernetes
Service-oriented
monitoring
When configuring Prometheus:
• map Kubernetes Services to Prometheus Jobs
• map Kubernetes Pods to Prometheus Instances
Using relabelling:
relabel_configs:
- source_labels: [__meta_kubernetes_service_namespace]
action: replace
regex: ^(.+)$
target_label: namespace
replacement: $1
- source_labels: [__meta_kubernetes_service_name]
regex: ^(.+)$
target_label: job
replacement: $1
If you get this
- source_labels: [__meta_kubernetes_role]
action: keep
regex: endpoint
But not all my services export metrics!
- source_labels:[__meta_kubernetes_service_annotation_prometheus_io_scrape]
action: drop
regex: false
And add this to your service definition:
apiVersion: v1
kind: Service
metadata:
annotations:
prometheus.io.scrape: "false"
What about exporters?
Memcached Pod
memcached
Container
memcached-exporter
Container
What about exporters?
- source_labels: [__address__, __meta_kubernetes_service_annotation_prometheus_i
action: replace
target_label: __address__
regex: ^(.+)(?::d+);(d+)$
replacement: $1:$2
And add this to your service definition:
apiVersion: v1
kind: Service
metadata:
annotations:
prometheus.io.port: "9150"
Service-oriented
monitoring
Alerting on
differences
What I really came
here to talk about…
Kubernetes best-practice
is to version control your
config.
Whats running vs whats
checked in with drift
unless we monitor it.
$ ./kubediff
Usage: kubediff [options] <dir/file>...
Compare yaml files in <dir> to running state
in kubernetes and print the differences.
This is useful to ensure you have applied all
your changes to the appropriate environment.
https://github.com/weaveworks/kubediff
Run it as a service:
This will export the exit code as a Prometheus metric
Get alerts from it:
https://github.com/weaveworks/kubediff
ALERT Kubediff
IF max(command_exit_code{job="kubediff"}) != 0
FOR 2h
Alerting on
differences
Deploying on
Kubernetes
Service-oriented
monitoring
Alerting on
differences
Thanks!
Questions?
@tom_wilkie

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