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Monitoring SingleStore Using Prometheus operator

Prometheus operator provides simple and Kubernetes native way to deploy and configure Prometheus server. This tutorial will show you how to use Prometheus operator to monitor SingleStore database deployed with KubeDB.

The following diagram shows how KubeDB Provisioner operator monitor SingleStore using Prometheus Operator. Open the image in a new tab to see the enlarged version.

Monitoring process of SingleStore using Prometheus Operator — Fig: Monitoring process of SingleStore

Before You Begin

At first, you need to have a Kubernetes cluster, and the kubectl command-line tool must be configured to communicate with your cluster. If you do not already have a cluster, you can create one by using kind.
To learn how Prometheus monitoring works with KubeDB in general, please visit here.
To keep database resources isolated, this tutorial uses a separate namespace called demo throughout this tutorial. Run the following command to prepare your cluster:
```
$ kubectl create ns demo
namespace/demo created
```
We need a Prometheus operator instance running. If you don’t already have a running instance, deploy one following the docs from here.
If you already don’t have a Prometheus server running, deploy one following tutorial from here.

Note: YAML files used in this tutorial are stored in docs/guides/singlestore/monitoring/prometheus-operator/yamls folder in GitHub repository kubedb/docs.

Find out required labels for ServiceMonitor

We need to know the labels used to select ServiceMonitor by a Prometheus crd. We are going to provide these labels in spec.monitor.prometheus.labels field of SingleStore crd so that KubeDB creates ServiceMonitor object accordingly.

At first, let’s find out the available Prometheus server in our cluster.

$ kubectl get prometheus --all-namespaces
NAMESPACE   NAME         VERSION   REPLICAS   AGE
default     prometheus             1          2m19s

If you don’t have any Prometheus server running in your cluster, deploy one following the guide specified in Before You Begin section.

Now, let’s view the YAML of the available Prometheus server prometheus in default namespace.

$ kubectl get prometheus -n default prometheus -o yaml
apiVersion: monitoring.coreos.com/v1
kind: Prometheus
metadata:
  annotations:
    kubectl.kubernetes.io/last-applied-configuration: |
      {"apiVersion":"monitoring.coreos.com/v1","kind":"Prometheus","metadata":{"annotations":{},"labels":{"prometheus":"prometheus"},"name":"prometheus","namespace":"default"},"spec":{"replicas":1,"resources":{"requests":{"memory":"400Mi"}},"serviceAccountName":"prometheus","serviceMonitorNamespaceSelector":{"matchLabels":{"prometheus":"prometheus"}},"serviceMonitorSelector":{"matchLabels":{"release":"prometheus"}}}}      
  creationTimestamp: "2020-08-25T04:02:07Z"
  generation: 1
  labels:
    prometheus: prometheus
  ...
    manager: kubectl
    operation: Update
    time: "2020-08-25T04:02:07Z"
  name: prometheus
  namespace: default
  resourceVersion: "2087"
  selfLink: /apis/monitoring.coreos.com/v1/namespaces/default/prometheuses/prometheus
  uid: 972a50cb-b751-418b-b2bc-e0ecc9232730
spec:
  replicas: 1
  resources:
    requests:
      memory: 400Mi
  serviceAccountName: prometheus
  serviceMonitorNamespaceSelector:
    matchLabels:
      prometheus: prometheus
  serviceMonitorSelector:
    matchLabels:
      release: prometheus

spec.serviceMonitorSelector field specifies which ServiceMonitors should be included. The Above label release: prometheus is used to select ServiceMonitors by its selector. So, we are going to use this label in spec.monitor.prometheus.labels field of SingleStore crd.
spec.serviceMonitorNamespaceSelector field specifies that the ServiceMonitors can be selected outside the Prometheus namespace by Prometheus using namespace selector. The Above label prometheus: prometheus is used to select the namespace where the ServiceMonitor is created.

Add Label to database namespace

KubeDB creates a ServiceMonitor in database namespace demo. We need to add label to demo namespace. Prometheus will select this namespace by using its spec.serviceMonitorNamespaceSelector field.

Let’s add label prometheus: prometheus to demo namespace,

$ kubectl patch namespace demo -p '{"metadata":{"labels": {"prometheus":"prometheus"}}}'
namespace/demo patched

Create SingleStore License Secret

We need SingleStore License to create SingleStore Database. So, Ensure that you have acquired a license and then simply pass the license by secret.

$ kubectl create secret generic -n demo license-secret \
                --from-literal=username=license \
                --from-literal=password='your-license-set-here'
secret/license-secret created

Deploy SingleStore with Monitoring Enabled

At first, let’s deploy an SingleStore database with monitoring enabled. Below is the SingleStore object that we are going to create.

apiVersion: kubedb.com/v1alpha2
kind: Singlestore
metadata:
  name: prom-operator-sdb
  namespace: demo
spec:
  version: "8.7.10"
  topology:
    aggregator:
      replicas: 2
      podTemplate:
        spec:
          containers:
          - name: singlestore
            resources:
              limits:
                memory: "2Gi"
                cpu: "600m"
              requests:
                memory: "2Gi"
                cpu: "600m"
      storage:
        storageClassName: "standard"
        accessModes:
        - ReadWriteOnce
        resources:
          requests:
            storage: 1Gi
    leaf:
      replicas: 2
      podTemplate:
        spec:
          containers:
            - name: singlestore
              resources:
                limits:
                  memory: "2Gi"
                  cpu: "600m"
                requests:
                  memory: "2Gi"
                  cpu: "600m"                      
      storage:
        storageClassName: "standard"
        accessModes:
          - ReadWriteOnce
        resources:
          requests:
            storage: 10Gi
  licenseSecret:
    name: license-secret
  storageType: Durable
  deletionPolicy: WipeOut
  monitor:
    agent: prometheus.io/operator
    prometheus:
      serviceMonitor:
        labels:
          release: prometheus
        interval: 10s

Here,

monitor.agent: prometheus.io/operator indicates that we are going to monitor this server using Prometheus operator.
monitor.prometheus.labels specifies that KubeDB should create ServiceMonitor with these labels.
monitor.prometheus.interval indicates that the Prometheus server should scrape metrics from this database with 10 seconds interval.

Let’s create the SingleStore object that we have shown above,

$ kubectl create -f https://github.com/kubedb/docs/raw/v2024.11.18/docs/guides/singlestore/monitoring/prometheus-operator/yamls/prom-operator-singlestore.yaml
singlestore.kubedb.com/prom-operator-sdb created

Now, wait for the database to go into Running state.

$ watch -n 3 kubectl get singlestore -n demo prom-operator-sdb

NAME                TYPE                  VERSION   STATUS   AGE
prom-operator-sdb   kubedb.com/v1alpha2   8.7.10    Ready    10m

KubeDB will create a separate stats service with name {SingleStore crd name}-stats for monitoring purpose.

$ kubectl get svc -n demo --selector="app.kubernetes.io/instance=prom-operator-sdb"
NAME                      TYPE        CLUSTER-IP       EXTERNAL-IP   PORT(S)             AGE
prom-operator-sdb         ClusterIP   10.128.249.124   <none>        3306/TCP,8081/TCP   12m
prom-operator-sdb-pods    ClusterIP   None             <none>        3306/TCP            12m
prom-operator-sdb-stats   ClusterIP   10.128.25.236    <none>        9104/TCP            12m

Here, prom-operator-sdb-stats service has been created for monitoring purpose.

Let’s describe this stats service.

$ kubectl describe svc -n demo prom-operator-sdb-stats
Name:              prom-operator-sdb-stats
Namespace:         demo
Labels:            app.kubernetes.io/component=database
                   app.kubernetes.io/instance=prom-operator-sdb
                   app.kubernetes.io/managed-by=kubedb.com
                   app.kubernetes.io/name=singlestores.kubedb.com
                   kubedb.com/role=stats
Annotations:       monitoring.appscode.com/agent: prometheus.io/operator
Selector:          app.kubernetes.io/instance=prom-operator-sdb,app.kubernetes.io/managed-by=kubedb.com,app.kubernetes.io/name=singlestores.kubedb.com
Type:              ClusterIP
IP Family Policy:  SingleStack
IP Families:       IPv4
IP:                10.128.25.236
IPs:               10.128.25.236
Port:              metrics  9104/TCP
TargetPort:        metrics/TCP
Endpoints:         10.2.1.140:9104,10.2.1.141:9104
Session Affinity:  None
Events:            <none>

Notice the Labels and Port fields. ServiceMonitor will use these information to target its endpoints.

KubeDB will also create a ServiceMonitor crd in demo namespace that select the endpoints of prom-operator-sdb-stats service. Verify that the ServiceMonitor crd has been created.

$ kubectl get servicemonitor -n demo
NAME                      AGE
prom-operator-sdb-stats   32m

Let’s verify that the ServiceMonitor has the label that we had specified in spec.monitor section of SingleStore crd.

$ kubectl get servicemonitor -n demo prom-operator-sdb-stats -oyaml
apiVersion: monitoring.coreos.com/v1
kind: ServiceMonitor
metadata:
  creationTimestamp: "2024-10-01T05:37:40Z"
  generation: 1
  labels:
    app.kubernetes.io/component: database
    app.kubernetes.io/instance: prom-operator-sdb
    app.kubernetes.io/managed-by: kubedb.com
    app.kubernetes.io/name: singlestores.kubedb.com
    release: prometheus
  name: prom-operator-sdb-stats
  namespace: demo
  ownerReferences:
  - apiVersion: v1
    blockOwnerDeletion: true
    controller: true
    kind: Service
    name: prom-operator-sdb-stats
    uid: 33802913-be0f-49ea-ac81-cf0136ed9fbc
  resourceVersion: "98648"
  uid: f26855f0-5f0e-45a6-8bf2-531d2a370377
spec:
  endpoints:
  - honorLabels: true
    interval: 10s
    path: /metrics
    port: metrics
  namespaceSelector:
    matchNames:
    - demo
  selector:
    matchLabels:
      app.kubernetes.io/component: database
      app.kubernetes.io/instance: prom-operator-sdb
      app.kubernetes.io/managed-by: kubedb.com
      app.kubernetes.io/name: singlestores.kubedb.com
      kubedb.com/role: stats

Notice that the ServiceMonitor has label release: prometheus that we had specified in SingleStore crd.

Also notice that the ServiceMonitor has selector which match the labels we have seen in the prom-operator-sdb-stats service. It also, target the prom-http port that we have seen in the stats service.

Verify Monitoring Metrics

At first, let’s find out the respective Prometheus pod for prometheus Prometheus server.

$ kubectl get pod -n default -l=app=prometheus
NAME                      READY   STATUS    RESTARTS   AGE
prometheus-prometheus-0   3/3     Running   1          121m

Prometheus server is listening to port 9090 of prometheus-prometheus-0 pod. We are going to use port forwarding to access Prometheus dashboard.

Run following command on a separate terminal to forward the port 9090 of prometheus-prometheus-0 pod,

$ kubectl port-forward -n default prometheus-prometheus-0 9090
Forwarding from 127.0.0.1:9090 -> 9090
Forwarding from [::1]:9090 -> 9090

Now, we can access the dashboard at localhost:9090. Open http://localhost:9090 in your browser. You should see prom-http endpoint of prom-operator-sdb-stats service as one of the targets.

Prometheus Target

Check the endpoint and service labels marked by red rectangle. It verifies that the target is our expected database. Now, you can view the collected metrics and create a graph from homepage of this Prometheus dashboard. You can also use this Prometheus server as data source for Grafana and create beautiful dashboard with collected metrics.

Cleaning up

To cleanup the Kubernetes resources created by this tutorial, run following commands

# cleanup database
kubectl delete -n demo sdb/prom-operator-sdb

# cleanup Prometheus resources if exist
kubectl delete -f https://raw.githubusercontent.com/appscode/third-party-tools/master/monitoring/prometheus/coreos-operator/artifacts/prometheus.yaml
kubectl delete -f https://raw.githubusercontent.com/appscode/third-party-tools/master/monitoring/prometheus/coreos-operator/artifacts/prometheus-rbac.yaml

# cleanup Prometheus operator resources if exist
kubectl delete -f https://raw.githubusercontent.com/prometheus-operator/prometheus-operator/release-0.41/bundle.yaml

# delete namespace
kubectl delete ns demo

Next Steps

Monitor your SingleStore database with KubeDB using out-of-the-box builtin-Prometheus.
Detail concepts of SingleStore object.
Want to hack on KubeDB? Check our contribution guidelines.

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