I am trying to setup HPA for Ingress Controller based on custom metric nginx_ingress_controller_nginx_process_connections_total.
But while fetching the metrics from localhost:10254/metrics, I could see three such metrics with filter as follows:
# HELP nginx_ingress_controller_nginx_process_connections_total total number of connections with state {active, accepted, handled}
# TYPE nginx_ingress_controller_nginx_process_connections_total counter
nginx_ingress_controller_nginx_process_connections_total{controller_class="nginx",controller_namespace="ingress-nginx",controller_pod="nginx-ingress-controller-7dddd-mssssf",state="accepted"} 479707
nginx_ingress_controller_nginx_process_connections_total{controller_class="nginx",controller_namespace="ingress-nginx",controller_pod="nginx-ingress-controller-7dddd-mssssf",state="active"} 3
nginx_ingress_controller_nginx_process_connections_total{controller_class="nginx",controller_namespace="ingress-nginx",controller_pod="nginx-ingress-controller-7dddd-mssssf",state="handled"} 479707
Out of these metrics, I want to use the below metric for HPA.
nginx_ingress_controller_nginx_process_connections_total{controller_class="nginx",controller_namespace="ingress-nginx",controller_pod="nginx-ingress-controller-7dddd-mssssf",state="active"}
How can I use the specified metric from these different values. My yaml file for HPA is given below.
kind: HorizontalPodAutoscaler
apiVersion: autoscaling/v2beta1
metadata:
name: ingress-hpa
spec:
scaleTargetRef:
kind: Deployment
name: nginx-ingress-controller
minReplicas: 3
maxReplicas: 10
metrics:
- type: Pods
pods:
metricName: <I need to set the custom metric here>
targetAverageValue: 10000
You can use HPA custom metrics. You need to expose endpoint in POD to fetch the metrics also setup Prometheus and custom metric api server.