OBI network metrics quickstart

A quickstart guide to produce Network Metrics from OpenTelemetry eBPF Instrumentation

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OBI can generate network metrics in any environment (physical host, virtual host, or container). It’s recommended to use a Kubernetes environment, as OBI is able to decorate each metric with the metadata of the source and destination Kubernetes entities.

The instructions in this quickstart guide focus on deploying directly to Kubernetes with the kubectl command line utility. This tutorial describes how to deploy OBI in Kubernetes from scratch. To use Helm, consult the Deploy OBI in Kubernetes with Helm documentation.

Deploy OBI with network metrics

To enable network metrics, set the following option in your OBI configuration:

Environment variables:

export OTEL_EBPF_METRICS_FEATURES=network

Kubernetes metadata is optional, but enables workload labels on the network metrics. To enable it, set:

Environment variables:

export OTEL_EBPF_KUBE_METADATA_ENABLE=true

For more configuration options, refer to the OBI configuration options.

To learn more about OBI configuration, consult the OBI configuration documentation.

Simple setup

Deploy OBI

The following YAML configuration provides a simple OBI deployment for network metrics:

apiVersion: v1
kind: Namespace
metadata:
  name: obi
---
apiVersion: v1
kind: ServiceAccount
metadata:
  namespace: obi
  name: obi
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
  name: obi-network
rules:
  - apiGroups: ['apps']
    resources: ['replicasets']
    verbs: ['list', 'watch']
  - apiGroups: ['']
    resources: ['pods', 'services', 'nodes']
    verbs: ['list', 'watch']
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
  name: obi-network
subjects:
  - kind: ServiceAccount
    name: obi
    namespace: obi
roleRef:
  apiGroup: rbac.authorization.k8s.io
  kind: ClusterRole
  name: obi-network
---
apiVersion: v1
kind: ConfigMap
metadata:
  namespace: obi
  name: obi-config
data:
  obi-config.yml: |
    metrics:
      features: [network]
    network:
      print_flows: true
    attributes:
      kubernetes:
        enable: 'true'
    prometheus_export:
      port: 9090
---
apiVersion: apps/v1
kind: DaemonSet
metadata:
  namespace: obi
  name: obi
spec:
  selector:
    matchLabels:
      instrumentation: obi
  template:
    metadata:
      labels:
        instrumentation: obi
    spec:
      serviceAccountName: obi
      hostNetwork: true
      dnsPolicy: ClusterFirstWithHostNet
      containers:
        - name: obi
          image: otel/ebpf-instrument:v0.15.2
          securityContext:
            privileged: true
          volumeMounts:
            - mountPath: /config
              name: obi-config
          env:
            - name: OTEL_EBPF_CONFIG_PATH
              value: '/config/obi-config.yml'
      volumes:
        - name: obi-config
          configMap:
            name: obi-config

Save the manifest as obi-network.yml, then apply it:

kubectl apply -f obi-network.yml

This configuration:

  • Uses the v0.15.2 release image and one OBI Pod per node.
  • Grants read access to Kubernetes metadata for workload labels.
  • Uses hostNetwork: true to observe host network interfaces.
  • Exposes Prometheus metrics on port 9090 and prints flows for the verification step below. Disable network.print_flows after verification if you do not need the log output.

Verify network metrics generation

If everything works as expected, your OBI instances should be capturing and processing network flows. To test this, check the logs for the OBI DaemonSet to see some debug information being printed:

kubectl logs daemonset/obi -n obi | head

The output would be something like:

network_flow: obi.ip=172.18.0.2 iface= direction=255 src.address=10.244.0.4 dst.address=10.96.0.1

Export metrics to OpenTelemetry endpoint

After you have confirmed that network metrics are being collected, configure OBI to export the metrics in OpenTelemetry format to a collector endpoint.

Check the data export documentation to configure the OpenTelemetry exporter.

Allowed attributes

By default, OBI includes the following attributes in the obi.network.flow.bytes metric:

  • direction
  • k8s.src.owner.name
  • k8s.src.owner.type
  • k8s.src.namespace
  • k8s.dst.owner.name
  • k8s.dst.owner.type
  • k8s.dst.namespace
  • k8s.cluster.name

The Kubernetes attributes require Kubernetes metadata. OBI only includes a subset of the available attributes to avoid leading to a cardinality explosion.

For example, to report only the owner names and types, excluding the default direction, namespace, and cluster labels:

attributes:
  select:
    obi_network_flow_bytes:
      include:
        - k8s.src.owner.name
        - k8s.src.owner.type
        - k8s.dst.owner.name
        - k8s.dst.owner.type

The equivalent Prometheus metric would be:

obi_network_flow_bytes_total:
  k8s_src_owner_name="frontend"
  k8s_src_owner_type="deployment"
  k8s_dst_owner_name="backend"
  k8s_dst_owner_type="deployment"

This example aggregates obi.network.flow.bytes by source and destination Kubernetes owner name and type.

CIDR configuration

You can configure OBI to also break down metrics by CIDR ranges. This is useful for tracking traffic to specific network ranges, such as cloud provider IP ranges, or internal/external traffic.

The cidrs YAML subsection in network (or the OTEL_EBPF_NETWORK_CIDRS environment variable) accepts a list of CIDR ranges, and the corresponding name.

For example, to track metrics by predefined networks:

network:
  cidrs:
    - cidr: 10.0.0.0/8
      name: 'cluster-internal'
    - cidr: 192.168.0.0/16
      name: 'private'
    - cidr: 172.16.0.0/12
      name: 'container-internal'

Then, the equivalent Prometheus metric would be:

obi_network_flow_bytes_total:
  src_cidr="cluster-internal"
  dst_cidr="private"