Set up Container Network Observability for Azure Kubernetes Service (AKS) - Azure managed Prometheus and Grafana
This article shows you how to set up Container Network Observability for Azure Kubernetes Service (AKS) using Managed Prometheus and Grafana and BYO Prometheus and Grafana and to visualize the scraped metrics
You can use Container Network Observability to collect data about the network traffic of your AKS clusters. It enables a centralized platform for monitoring application and network health. Currently, metrics are stored in Prometheus and Grafana can be used to visualize them. Container Network Observability also offers the ability to enable Hubble. These capabilities are supported for both Cilium and non-Cilium clusters.
Container Network Observability is one of the features of Advanced Container Networking Services. For more information about Advanced Container Networking Services for Azure Kubernetes Service (AKS), see What is Advanced Container Networking Services for Azure Kubernetes Service (AKS)?.
Prerequisites
- An Azure account with an active subscription. If you don't have one, create a free account before you begin.
Use the Bash environment in Azure Cloud Shell. For more information, see Quickstart for Bash in Azure Cloud Shell.
If you prefer to run CLI reference commands locally, install the Azure CLI. If you're running on Windows or macOS, consider running Azure CLI in a Docker container. For more information, see How to run the Azure CLI in a Docker container.
If you're using a local installation, sign in to the Azure CLI by using the az login command. To finish the authentication process, follow the steps displayed in your terminal. For other sign-in options, see Sign in with the Azure CLI.
When you're prompted, install the Azure CLI extension on first use. For more information about extensions, see Use extensions with the Azure CLI.
Run az version to find the version and dependent libraries that are installed. To upgrade to the latest version, run az upgrade.
- The minimum version of Azure CLI required for the steps in this article is 2.56.0. Run
az --versionto find the version. If you need to install or upgrade, see Install Azure CLI.
Install the aks-preview Azure CLI extension
Install or update the Azure CLI preview extension using the az extension add or az extension update command.
# Install the aks-preview extension
az extension add --name aks-preview
# Update the extension to make sure you have the latest version installed
az extension update --name aks-preview
Enable Advanced Container Networking Services
To proceed, you must have an AKS cluster with Advanced Container Networking Services enabled.
The az aks create command with the Advanced Container Networking Services flag, --enable-acns, creates a new AKS cluster with all Advanced Container Networking Services features. These features encompass:
Container Network Observability: Provides insights into your network traffic. To learn more visit Container Network Observability.
Container Network Security: Offers security features like FQDN filtering. To learn more visit Container Network Security.
Note
Clusters with the Cilium data plane support Container Network Observability and Container Network security starting with Kubernetes version 1.29.
# Set an environment variable for the AKS cluster name. Make sure to replace the placeholder with your own value.
export CLUSTER_NAME="<aks-cluster-name>"
# Create an AKS cluster
az aks create \
--name $CLUSTER_NAME \
--resource-group $RESOURCE_GROUP \
--generate-ssh-keys \
--location eastus \
--max-pods 250 \
--network-plugin azure \
--network-plugin-mode overlay \
--network-dataplane cilium \
--node-count 2 \
--pod-cidr 192.168.0.0/16 \
--kubernetes-version 1.29 \
--enable-acns
Enable Advanced Container Networking Services on an existing cluster
The az aks update command with the Advanced Container Networking Services flag, --enable-acns, updates an existing AKS cluster with all Advanced Container Networking Services features which includes Container Network Observability and the Container Network Security feature.
Note
Only clusters with the Cilium data plane support Container Network Security features of Advanced Container Networking Services.
az aks update \
--resource-group $RESOURCE_GROUP \
--name $CLUSTER_NAME \
--enable-acns
Get cluster credentials
Once you have Get your cluster credentials using the az aks get-credentials command.
az aks get-credentials --name $CLUSTER_NAME --resource-group $RESOURCE_GROUP
Azure managed Prometheus and Grafana
Skip this Section if using BYO Prometheus and Grafana
Use the following example to install and enable Prometheus and Grafana for your AKS cluster.
Create Azure Monitor resource
#Set an environment variable for the Grafana name. Make sure to replace the placeholder with your own value.
export AZURE_MONITOR_NAME="<azure-monitor-name>"
# Create Azure monitor resource
az resource create \
--resource-group $RESOURCE_GROUP \
--namespace microsoft.monitor \
--resource-type accounts \
--name $AZURE_MONITOR_NAME \
--location eastus \
--properties '{}'
Create Azure Managed Grafana instance
Use az grafana create to create a Grafana instance. The name of the Grafana instance must be unique.
# Set an environment variable for the Grafana name. Make sure to replace the placeholder with your own value.
export GRAFANA_NAME="<grafana-name>"
# Create Grafana instance
az grafana create \
--name $GRAFANA_NAME \
--resource-group $RESOURCE_GROUP
Place the Azure Managed Grafana and Azure Monitor resource IDs in variables
Use az grafana show to place the Grafana resource ID in a variable. Use az resource show to place the Azure Monitor resource ID in a variable. Replace myGrafana with the name of your Grafana instance.
grafanaId=$(az grafana show \
--name $GRAFANA_NAME \
--resource-group $RESOURCE_GROUP \
--query id \
--output tsv)
azuremonitorId=$(az resource show \
--resource-group $RESOURCE_GROUP \
--name $AZURE_MONITOR_NAME \
--resource-type "Microsoft.Monitor/accounts" \
--query id \
--output tsv)
Link Azure Monitor and Azure Managed Grafana to the AKS cluster
Use az aks update to link the Azure Monitor and Grafana resources to your AKS cluster.
az aks update \
--name $CLUSTER_NAME \
--resource-group $RESOURCE_GROUP \
--enable-azure-monitor-metrics \
--azure-monitor-workspace-resource-id $azuremonitorId \
--grafana-resource-id $grafanaId
Visualization
Visualization using Azure Managed Grafana
Skip this step if using BYO Grafana
Note
The hubble_flows_processed_total metric isn't scraped by default due to high metric cardinality in large scale clusters.
Because of this, the Pods Flows dashboards have panels with missing data. To change this, you can modify the ama metrics settings to include hubble_flows_processed_total in the metric keep list. To learn how to do this, see the Minimal Ingestion Doumentation.
Make sure the Azure Monitor pods are running using the
kubectl get podscommand.kubectl get pods -o wide -n kube-system | grep ama-Your output should look similar to the following example output:
ama-metrics-5bc6c6d948-zkgc9 2/2 Running 0 (21h ago) 26h ama-metrics-ksm-556d86b5dc-2ndkv 1/1 Running 0 (26h ago) 26h ama-metrics-node-lbwcj 2/2 Running 0 (21h ago) 26h ama-metrics-node-rzkzn 2/2 Running 0 (21h ago) 26h ama-metrics-win-node-gqnkw 2/2 Running 0 (26h ago) 26h ama-metrics-win-node-tkrm8 2/2 Running 0 (26h ago) 26hWe have created sample dashboards. They can be found under the Dashboards > Azure Managed Prometheus folder. They have names like "Kubernetes / Networking /
<name>". The suite of dashboards includes:- Clusters: shows Node-level metrics for your clusters.
- DNS (Cluster): shows DNS metrics on a cluster or selection of Nodes.
- DNS (Workload): shows DNS metrics for the specified workload (e.g. Pods of a DaemonSet or Deployment such as CoreDNS).
- Drops (Workload): shows drops to/from the specified workload (e.g. Pods of a Deployment or DaemonSet).
- Pod Flows (Namespace): shows L4/L7 packet flows to/from the specified namespace (i.e. Pods in the Namespace).
- Pod Flows (Workload): shows L4/L7 packet flows to/from the specified workload (e.g. Pods of a Deployment or DaemonSet).
Visualization using BYO Grafana
Skip this step if using Azure managed Grafana
Add the following scrape job to your existing Prometheus configuration and restart your Prometheus server:
- job_name: networkobservability-hubble kubernetes_sd_configs: - role: pod relabel_configs: - target_label: cluster replacement: myAKSCluster action: replace - source_labels: [__meta_kubernetes_namespace, __meta_kubernetes_pod_label_k8s_app] regex: kube-system;(retina|cilium) action: keep - source_labels: [__address__] action: replace regex: ([^:]+)(?::\d+)? replacement: $1:9965 target_label: __address__ - source_labels: [__meta_kubernetes_pod_node_name] target_label: instance action: replace metric_relabel_configs: - source_labels: [__name__] regex: '|hubble_dns_queries_total|hubble_dns_responses_total|hubble_drop_total|hubble_tcp_flags_total' # if desired, add |hubble_flows_processed_total action: keepIn Targets of Prometheus, verify the network-obs-pods are present.
Sign in to Grafana and import following example dashboards using the following IDs:
- Clusters: shows Node-level metrics for your clusters. (ID: 18814)
- DNS (Cluster): shows DNS metrics on a cluster or selection of Nodes.(ID: 20925)
- DNS (Workload): shows DNS metrics for the specified workload (e.g. Pods of a DaemonSet or Deployment such as CoreDNS). (ID: [20926] https://grafana.com/grafana/dashboards/20926-kubernetes-networking-dns-workload/)
- Drops (Workload): shows drops to/from the specified workload (e.g. Pods of a Deployment or DaemonSet).(ID: 20927).
- Pod Flows (Namespace): shows L4/L7 packet flows to/from the specified namespace (i.e. Pods in the Namespace). (ID: 20928)
- Pod Flows (Workload): shows L4/L7 packet flows to/from the specified workload (e.g. Pods of a Deployment or DaemonSet).(ID: 20929)
Note
- Depending on your Prometheus/Grafana instances’ settings, some dashboard panels may require tweaks to display all data.
- Cilium does not currently support DNS metrics/dashboards.
Install Hubble CLI
Install the Hubble CLI to access the data it collects using the following commands:
# Set environment variables
export HUBBLE_VERSION=v1.16.3
export HUBBLE_ARCH=amd64
#Install Hubble CLI
if [ "$(uname -m)" = "aarch64" ]; then HUBBLE_ARCH=arm64; fi
curl -L --fail --remote-name-all https://github.com/cilium/hubble/releases/download/$HUBBLE_VERSION/hubble-linux-${HUBBLE_ARCH}.tar.gz{,.sha256sum}
sha256sum --check hubble-linux-${HUBBLE_ARCH}.tar.gz.sha256sum
sudo tar xzvfC hubble-linux-${HUBBLE_ARCH}.tar.gz /usr/local/bin
rm hubble-linux-${HUBBLE_ARCH}.tar.gz{,.sha256sum}
Visualize the Hubble Flows
Make sure the Hubble pods are running using the
kubectl get podscommand.kubectl get pods -o wide -n kube-system -l k8s-app=hubble-relayYour output should look similar to the following example output:
hubble-relay-7ddd887cdb-h6khj 1/1 Running 0 23hPort forward Hubble Relay using the
kubectl port-forwardcommand.kubectl port-forward -n kube-system svc/hubble-relay --address 127.0.0.1 4245:443Mutual TLS (mTLS) ensures the security of the Hubble Relay server. To enable the Hubble client to retrieve flows, you need to get the appropriate certificates and configure the client with them. Apply the certificates using the following commands:
#!/usr/bin/env bash set -euo pipefail set -x # Directory where certificates will be stored CERT_DIR="$(pwd)/.certs" mkdir -p "$CERT_DIR" declare -A CERT_FILES=( ["tls.crt"]="tls-client-cert-file" ["tls.key"]="tls-client-key-file" ["ca.crt"]="tls-ca-cert-files" ) for FILE in "${!CERT_FILES[@]}"; do KEY="${CERT_FILES[$FILE]}" JSONPATH="{.data['${FILE//./\\.}']}" # Retrieve the secret and decode it kubectl get secret hubble-relay-client-certs -n kube-system \ -o jsonpath="${JSONPATH}" | \ base64 -d > "$CERT_DIR/$FILE" # Set the appropriate hubble CLI config hubble config set "$KEY" "$CERT_DIR/$FILE" done hubble config set tls true hubble config set tls-server-name instance.hubble-relay.cilium.ioVerify the secrets were generated using the following
kubectl get secretscommand:kubectl get secrets -n kube-system | grep hubble-Your output should look similar to the following example output:
kube-system hubble-relay-client-certs kubernetes.io/tls 3 9d kube-system hubble-relay-server-certs kubernetes.io/tls 3 9d kube-system hubble-server-certs kubernetes.io/tls 3 9dMake sure the Hubble Relay pod is running using the
hubble observecommand.hubble observe --pod hubble-relay-7ddd887cdb-h6khj
Visualize using Hubble UI
To use Hubble UI, save the following into hubble-ui.yaml
apiVersion: v1 kind: ServiceAccount metadata: name: hubble-ui namespace: kube-system --- kind: ClusterRole apiVersion: rbac.authorization.k8s.io/v1 metadata: name: hubble-ui labels: app.kubernetes.io/part-of: retina rules: - apiGroups: - networking.k8s.io resources: - networkpolicies verbs: - get - list - watch - apiGroups: - "" resources: - componentstatuses - endpoints - namespaces - nodes - pods - services verbs: - get - list - watch - apiGroups: - apiextensions.k8s.io resources: - customresourcedefinitions verbs: - get - list - watch - apiGroups: - cilium.io resources: - "*" verbs: - get - list - watch --- apiVersion: rbac.authorization.k8s.io/v1 kind: ClusterRoleBinding metadata: name: hubble-ui labels: app.kubernetes.io/part-of: retina roleRef: apiGroup: rbac.authorization.k8s.io kind: ClusterRole name: hubble-ui subjects: - kind: ServiceAccount name: hubble-ui namespace: kube-system --- apiVersion: v1 kind: ConfigMap metadata: name: hubble-ui-nginx namespace: kube-system data: nginx.conf: | server { listen 8081; server_name localhost; root /app; index index.html; client_max_body_size 1G; location / { proxy_set_header Host $host; proxy_set_header X-Real-IP $remote_addr; # CORS add_header Access-Control-Allow-Methods "GET, POST, PUT, HEAD, DELETE, OPTIONS"; add_header Access-Control-Allow-Origin *; add_header Access-Control-Max-Age 1728000; add_header Access-Control-Expose-Headers content-length,grpc-status,grpc-message; add_header Access-Control-Allow-Headers range,keep-alive,user-agent,cache-control,content-type,content-transfer-encoding,x-accept-content-transfer-encoding,x-accept-response-streaming,x-user-agent,x-grpc-web,grpc-timeout; if ($request_method = OPTIONS) { return 204; } # /CORS location /api { proxy_http_version 1.1; proxy_pass_request_headers on; proxy_hide_header Access-Control-Allow-Origin; proxy_pass http://127.0.0.1:8090; } location / { try_files $uri $uri/ /index.html /index.html; } # Liveness probe location /healthz { access_log off; add_header Content-Type text/plain; return 200 'ok'; } } } --- kind: Deployment apiVersion: apps/v1 metadata: name: hubble-ui namespace: kube-system labels: k8s-app: hubble-ui app.kubernetes.io/name: hubble-ui app.kubernetes.io/part-of: retina spec: replicas: 1 selector: matchLabels: k8s-app: hubble-ui template: metadata: labels: k8s-app: hubble-ui app.kubernetes.io/name: hubble-ui app.kubernetes.io/part-of: retina spec: serviceAccount: hibble-ui serviceAccountName: hubble-ui automountServiceAccountToken: true containers: - name: frontend image: mcr.microsoft.com/oss/cilium/hubble-ui:v0.12.2 imagePullPolicy: Always ports: - name: http containerPort: 8081 livenessProbe: httpGet: path: /healthz port: 8081 readinessProbe: httpGet: path: / port: 8081 resources: {} volumeMounts: - name: hubble-ui-nginx-conf mountPath: /etc/nginx/conf.d/default.conf subPath: nginx.conf - name: tmp-dir mountPath: /tmp terminationMessagePolicy: FallbackToLogsOnError securityContext: {} - name: backend image: mcr.microsoft.com/oss/cilium/hubble-ui-backend:v0.12.2 imagePullPolicy: Always env: - name: EVENTS_SERVER_PORT value: "8090" - name: FLOWS_API_ADDR value: "hubble-relay:443" - name: TLS_TO_RELAY_ENABLED value: "true" - name: TLS_RELAY_SERVER_NAME value: ui.hubble-relay.cilium.io - name: TLS_RELAY_CA_CERT_FILES value: /var/lib/hubble-ui/certs/hubble-relay-ca.crt - name: TLS_RELAY_CLIENT_CERT_FILE value: /var/lib/hubble-ui/certs/client.crt - name: TLS_RELAY_CLIENT_KEY_FILE value: /var/lib/hubble-ui/certs/client.key livenessProbe: httpGet: path: /healthz port: 8090 readinessProbe: httpGet: path: /healthz port: 8090 ports: - name: grpc containerPort: 8090 resources: {} volumeMounts: - name: hubble-ui-client-certs mountPath: /var/lib/hubble-ui/certs readOnly: true terminationMessagePolicy: FallbackToLogsOnError securityContext: {} nodeSelector: kubernetes.io/os: linux volumes: - configMap: defaultMode: 420 name: hubble-ui-nginx name: hubble-ui-nginx-conf - emptyDir: {} name: tmp-dir - name: hubble-ui-client-certs projected: defaultMode: 0400 sources: - secret: name: hubble-relay-client-certs items: - key: tls.crt path: client.crt - key: tls.key path: client.key - key: ca.crt path: hubble-relay-ca.crt --- kind: Service apiVersion: v1 metadata: name: hubble-ui namespace: kube-system labels: k8s-app: hubble-ui app.kubernetes.io/name: hubble-ui app.kubernetes.io/part-of: retina spec: type: ClusterIP selector: k8s-app: hubble-ui ports: - name: http port: 80 targetPort: 8081Apply the hubble-ui.yaml manifest to your cluster, using the following command
kubectl apply -f hubble-ui.yamlSet up port forwarding for Hubble UI using the
kubectl port-forwardcommand.kubectl -n kube-system port-forward svc/hubble-ui 12000:80Access Hubble UI by entering
http://localhost:12000/into your web browser.
Clean up resources
If you don't plan on using this application, delete the other resources you created in this article using the az group delete command.
az group delete --name $RESOURCE_GROUP
Next steps
In this how-to article, you learned how to install and enable Container Network Observability for your AKS cluster.
For more information about Advanced Container Networking Services for Azure Kubernetes Service (AKS), see What is Advanced Container Networking Services for Azure Kubernetes Service (AKS)?.
For more information on Container Network Security and its capabilities, see What is Container Network Security?.
Azure Kubernetes Service