Set up Advanced Network Observability for Azure Kubernetes Service (AKS) - Azure managed Prometheus and Grafana (Preview)

Artikel
05/24/2024

This article shows you how to set up Advanced Network Observability for Azure Kubernetes Service (AKS) using Managed Prometheus and Grafana to visualize the scraped metrics.

You can use Advanced 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. Advanced Network Observability also offers the ability to enable Hubble. These capabilities are supported for both Cilium and non-Cilium clusters.

Advanced 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)?.

Important

Advanced Network Observability is currently in PREVIEW. See the Supplemental Terms of Use for Microsoft Azure Previews for legal terms that apply to Azure features that are in beta, preview, or otherwise not yet released into general availability.

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 --version to 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

Register the `AdvancedNetworkingPreview` feature flag

Register the az feature register --namespace "Microsoft.ContainerService" --name "AdvancedNetworkingPreview" feature flag using the az feature register command.

az feature register --namespace "Microsoft.ContainerService" --name "AdvancedNetworkingPreview"

Verify successful registration using the az feature show command. It takes a few minutes for the registration to complete.

az feature show --namespace "Microsoft.ContainerService" --name "AdvancedNetworkingPreview"

Once the feature shows Registered, refresh the registration of the Microsoft.ContainerService resource provider using the az provider register command.

Create a resource group

A resource group is a logical container into which Azure resources are deployed and managed. Create a resource group using the az group create command.

# Set environment variables for the resource group name and location. Make sure to replace the placeholders with your own values.
export RESOURCE_GROUP="<resource-group-name>"
export LOCATION="<azure-region>"

# Create a resource group
az group create --name $RESOURCE_GROUP --location $LOCATION

Create an AKS cluster with Advanced Network Observability

Non-Cilium
Cilium

Create an AKS cluster with Advanced Network Observability with a non-Cilium data plane using the az aks create command and the --enable-advanced-networking-observability flag.

# 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 \
    --network-plugin azure \
    --network-plugin-mode overlay \
    --pod-cidr 192.168.0.0/16 \
    --enable-advanced-network-observability

Create an AKS cluster with Advanced Network Observability with a Cilium data plane using the az aks create command and the --enable-advanced-networking-observability flag.

Note

Clusters with the Cilium data plane support Advanced Network Observability 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-advanced-network-observability

Enable Advanced Network Observability on an existing cluster

Enable Advanced Network Observability on an existing cluster using the az aks update command.

Note

Clusters with the Cilium data plane support Advanced Network Observability starting with Kubernetes version 1.29.

az aks update \
    --resource-group $RESOURCE_GROUP \
    --name $CLUSTER_NAME \
    --enable-advanced-network-observability

Get cluster credentials

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

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 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 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 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 using 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 pods command.

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)   26h

We 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).

Note

Cilium data plane 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=0.11  
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 pods command.
```
kubectl get pods -o wide -n kube-system -l k8s-app=hubble-relay
```
Your output should look similar to the following example output:
```
hubble-relay-7ddd887cdb-h6khj     1/1  Running     0       23h 
```

Port forward Hubble Relay using the kubectl port-forward command.

kubectl port-forward -n kube-system svc/hubble-relay --address 127.0.0.1 4245:443

Mutual 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.io

Verify the secrets were generated using the following kubectl get secrets command:

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     9d

Make sure the Hubble Relay pod is running using the hubble relay service command.
```
hubble relay service 
```

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: 8081

Apply the hubble-ui.yaml manifest to your cluster, using the following command
```
kubectl apply -f hubble-ui.yaml
```
Set up port forwarding for Hubble UI using the kubectl port-forward command.
```
kubectl -n kube-system port-forward svc/hubble-ui 12000:80
```
Access 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 Advanced 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)?.
To create an Advanced Network Observability - BYO Prometheus and Grafana, see Setup Advanced Network Observability for Azure Kubernetes Service (AKS) - BYO Prometheus and Grafana.

Kongsi melalui

Set up Advanced Network Observability for Azure Kubernetes Service (AKS) - Azure managed Prometheus and Grafana (Preview)

Prerequisites

Install the `aks-preview` Azure CLI extension

Register the `AdvancedNetworkingPreview` feature flag

Create a resource group

Create an AKS cluster with Advanced Network Observability

Enable Advanced Network Observability on an existing cluster

Get cluster credentials

Azure managed Prometheus and Grafana

Create Azure Monitor resource

Create Grafana instance

Place the Grafana and Azure Monitor resource IDs in variables

Link Azure Monitor and Grafana to the AKS cluster

Visualization using Grafana

Install Hubble CLI

Visualize the Hubble Flows

Visualize using Hubble UI

Clean up resources

Next steps

Maklum balas

Sumber tambahan

Kongsi melalui

Set up Advanced Network Observability for Azure Kubernetes Service (AKS) - Azure managed Prometheus and Grafana (Preview)

Prerequisites

Install the aks-preview Azure CLI extension

Register the AdvancedNetworkingPreview feature flag

Create a resource group

Create an AKS cluster with Advanced Network Observability

Enable Advanced Network Observability on an existing cluster

Get cluster credentials

Azure managed Prometheus and Grafana

Create Azure Monitor resource

Create Grafana instance

Place the Grafana and Azure Monitor resource IDs in variables

Link Azure Monitor and Grafana to the AKS cluster

Visualization using Grafana

Install Hubble CLI

Visualize the Hubble Flows

Visualize using Hubble UI

Clean up resources

Next steps

Maklum balas

Sumber tambahan

Install the `aks-preview` Azure CLI extension

Register the `AdvancedNetworkingPreview` feature flag