i want to collect metrics from a deployment (with multiple pods) from Kubernetes, and on of my metrics is the number of calls that my deployment received, my question is about Prometheus, how can i tell Prometheus to call all the pods that are part of the deployment and collect metrics from them? And what is the best practice to achieve this goal?
I would highly recommend using prometheus-operator to do all heavy lifting with configuring Prometheus monitoring for your applications.
For example, having the Deployment and Service like this:
apiVersion: apps/v1
kind: Deployment
metadata:
name: example-app
spec:
replicas: 3
selector:
matchLabels:
app: example-app
template:
metadata:
labels:
app: example-app
spec:
containers:
- name: example-app
image: fabxc/instrumented_app
ports:
- name: web
containerPort: 8080
---
kind: Service
apiVersion: v1
metadata:
name: example-app
labels:
app: example-app
spec:
selector:
app: example-app
ports:
- name: web
port: 8080You may configure ServiceMonitor object which will use Service as a service discovery endpoint to find all the pods of the Deployment. This assumes that your application is exposing metrics using HTTP path /metrics.
apiVersion: monitoring.coreos.com/v1
kind: ServiceMonitor
metadata:
name: example-app
labels:
team: frontend
spec:
selector:
matchLabels:
app: example-app
endpoints:
- port: webThis will make Prometheus scrape metrics for your application.
You may read more about ServiceMonitors here: https://github.com/prometheus-operator/prometheus-operator/blob/master/Documentation/user-guides/getting-started.md