Integrating the Leader Worker Set Operator¶

You can integrate the Leader Worker Set Operator with Red Hat build of Kueue so you can leverage the scheduling and resource management functionality when running LeaderWorkerSets.

The Leader Worker Set Operator allows you to manage multi-node AI/ML inference deployments efficiently. Red Hat build of Kueue provides scheduling and resource management capabilities for these deployments. You can configure Leader Worker Set Operator to leverage these capabilities when running the LeaderWorkerSet API for deploying a group of pods as a unit of replication.

Installing Leader Worker Set Operator with Red Hat build of Kueue¶

You can configure Red Hat build of Kueue to work with the Leader Worker Set Operator.

Prerequisites

• You have installed Red Hat build of Kueue using the Red Hat Build of Kueue Operator in the software catalog.
• You have installed Leader Worker Set Operator and Operand in the software catalog.
• You have cluster administrator permissions and the kueue-batch-admin-role role.
• You have access to the OpenShift Container Platform web console.
• You have installed the cert-manager Operator for Red Hat OpenShift for your cluster.

Procedure

• Add LeaderWorkerSet to the config.integrations.framework section of the Red Hat build of Kueue cluster object, as shown in the following example:
  yaml

  apiVersion: kueue.openshift.io/v1
  kind: Kueue
  metadata:
    labels:
      app.kubernetes.io/name: kueue-operator
      app.kubernetes.io/managed-by: kustomize
    name: cluster
    namespace: openshift-kueue-operator
  spec:
    managementState: Managed
    config:
      integrations:
        frameworks:
        - BatchJob
        - LeaderWorkerSet

Running Leader Worker Set Operator with Red Hat build of Kueue¶

You can add and run the Leader Worker Set Operator to your existing frameworks.

Prerequisites

• Red Hat build of Kueue using the Red Hat Build of Kueue Operator is installed.
• Leader Worker Set Operator and Operand are installed.
• The cert-manager Operator for Red Hat OpenShift is installed.
• The namespace where LeaderWorkerSet will be created is labeled using kueue.openshift.io/managed=true.
• Ensure that the following objects have been configured:
  • ClusterQueue
  • ResourceFlavor
  • LocalQueue
  • Namespace

Procedure

1. Create a file named leaderworkerset.yaml.
   Example of a LeaderWorkerSet

   apiVersion: leaderworkerset.x-k8s.io/v1
   kind: LeaderWorkerSet
   metadata:
     generation: 1
     name: my-lws
     namespace: my-namespace
   spec:
     leaderWorkerTemplate:
       leaderTemplate:
         metadata: {}
         spec:
           containers:
           - image: nginxinc/nginx-unprivileged:1.27
             name: leader
             resources: {}
       restartPolicy: RecreateGroupOnPodRestart
       size: 3
       workerTemplate:
         metadata: {}
         spec:
           containers:
           - image: nginxinc/nginx-unprivileged:1.27
             name: worker
             ports:
             - containerPort: 8080
               protocol: TCP
             resources: {}
     networkConfig:
       subdomainPolicy: Shared
     replicas: 2
     rolloutStrategy:
       rollingUpdateConfiguration:
         maxSurge: 1
         maxUnavailable: 1
       type: RollingUpdate
     startupPolicy: LeaderCreated

2. Specify the target local queue in the metadata.labels section of the LeaderWorkerSet configuration.
   yaml

   metadata:
     labels:
       kueue.x-k8s.io/queue-name: user-queue

3. Apply the leader worker set configuration by running the following command:
   terminal

   $ oc apply -f leaderworkerset.yaml