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Cluster Operators reference | Operators | OKD 4.13
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This reference guide indexes the cluster Operators shipped by Red Hat that serve as the architectural foundation for OKD. Cluster Operators are installed by default, unless otherwise noted, and are managed by the Cluster Version Operator (CVO). For more details on the control plane architecture, see Operators in OKD.

Cluster administrators can view cluster Operators in the OKD web console from the AdministrationCluster Settings page.

Cluster Operators are not managed by Operator Lifecycle Manager (OLM) and OperatorHub. OLM and OperatorHub are part of the Operator Framework used in OKD for installing and running optional add-on Operators.

Some of the following cluster Operators can be disabled prior to installation. For more information see cluster capabilities.

Cluster Baremetal Operator

The Cluster Baremetal Operator is an optional cluster capability that can be disabled by cluster administrators during installation. For more information about optional cluster capabilities, see "Cluster capabilities" in Installing.

Purpose

The Cluster Baremetal Operator (CBO) deploys all the components necessary to take a bare-metal server to a fully functioning worker node ready to run OKD compute nodes. The CBO ensures that the metal3 deployment, which consists of the Bare Metal Operator (BMO) and Ironic containers, runs on one of the control plane nodes within the OKD cluster. The CBO also listens for OKD updates to resources that it watches and takes appropriate action.

Project

Additional resources

Bare Metal Event Relay

Purpose

The OpenShift Bare Metal Event Relay manages the life-cycle of the Bare Metal Event Relay. The Bare Metal Event Relay enables you to configure the types of cluster event that are monitored using Redfish hardware events.

Configuration objects

You can use this command to edit the configuration after installation: for example, the webhook port. You can edit configuration objects with:

$ oc -n [namespace] edit cm hw-event-proxy-operator-manager-config
apiVersion: controller-runtime.sigs.k8s.io/v1alpha1
kind: ControllerManagerConfig
health:
  healthProbeBindAddress: :8081
metrics:
  bindAddress: 127.0.0.1:8080
webhook:
  port: 9443
leaderElection:
  leaderElect: true
  resourceName: 6e7a703c.redhat-cne.org

Project

CRD

The proxy enables applications running on bare-metal clusters to respond quickly to Redfish hardware changes and failures such as breaches of temperature thresholds, fan failure, disk loss, power outages, and memory failure, reported using the HardwareEvent CR.

hardwareevents.event.redhat-cne.org:

  • Scope: Namespaced

  • CR: HardwareEvent

  • Validation: Yes

Cloud Credential Operator

Purpose

The Cloud Credential Operator (CCO) manages cloud provider credentials as Kubernetes custom resource definitions (CRDs). The CCO syncs on CredentialsRequest custom resources (CRs) to allow OKD components to request cloud provider credentials with the specific permissions that are required for the cluster to run.

By setting different values for the credentialsMode parameter in the install-config.yaml file, the CCO can be configured to operate in several different modes. If no mode is specified, or the credentialsMode parameter is set to an empty string (""), the CCO operates in its default mode.

Project

CRDs

  • credentialsrequests.cloudcredential.openshift.io

    • Scope: Namespaced

    • CR: CredentialsRequest

    • Validation: Yes

Configuration objects

No configuration required.

Additional resources

Cluster Authentication Operator

Purpose

The Cluster Authentication Operator installs and maintains the Authentication custom resource in a cluster and can be viewed with:

$ oc get clusteroperator authentication -o yaml

Project

Cluster Autoscaler Operator

Purpose

The Cluster Autoscaler Operator manages deployments of the OpenShift Cluster Autoscaler using the cluster-api provider.

Project

CRDs

  • ClusterAutoscaler: This is a singleton resource, which controls the configuration autoscaler instance for the cluster. The Operator only responds to the ClusterAutoscaler resource named default in the managed namespace, the value of the WATCH_NAMESPACE environment variable.

  • MachineAutoscaler: This resource targets a node group and manages the annotations to enable and configure autoscaling for that group, the min and max size. Currently only MachineSet objects can be targeted.

Cluster Cloud Controller Manager Operator

Purpose

This Operator is General Availability for Microsoft Azure Stack Hub, IBM Cloud, Nutanix, OpenStack, and VMware vSphere.

It is available as a Technology Preview for Alibaba Cloud, Amazon Web Services (AWS), Google Cloud Platform (GCP), IBM Cloud Power VS, and Microsoft Azure.

The Cluster Cloud Controller Manager Operator manages and updates the cloud controller managers deployed on top of OKD. The Operator is based on the Kubebuilder framework and controller-runtime libraries. It is installed via the Cluster Version Operator (CVO).

It contains the following components:

  • Operator

  • Cloud configuration observer

By default, the Operator exposes Prometheus metrics through the metrics service.

Project

Cluster CAPI Operator

This Operator is available as a Technology Preview for Amazon Web Services (AWS) and Google Cloud Platform (GCP).

Purpose

The Cluster CAPI Operator maintains the lifecycle of Cluster API resources. This Operator is responsible for all administrative tasks related to deploying the Cluster API project within an OKD cluster.

Project

CRDs

  • awsmachines.infrastructure.cluster.x-k8s.io

    • Scope: Namespaced

    • CR: awsmachine

    • Validation: No

  • gcpmachines.infrastructure.cluster.x-k8s.io

    • Scope: Namespaced

    • CR: gcpmachine

    • Validation: No

  • awsmachinetemplates.infrastructure.cluster.x-k8s.io

    • Scope: Namespaced

    • CR: awsmachinetemplate

    • Validation: No

  • gcpmachinetemplates.infrastructure.cluster.x-k8s.io

    • Scope: Namespaced

    • CR: gcpmachinetemplate

    • Validation: No

Cluster Config Operator

Purpose

The Cluster Config Operator performs the following tasks related to config.openshift.io:

  • Creates CRDs.

  • Renders the initial custom resources.

  • Handles migrations.

Project

Cluster CSI Snapshot Controller Operator

The Cluster CSI Snapshot Controller Operator is an optional cluster capability that can be disabled by cluster administrators during installation. For more information about optional cluster capabilities, see "Cluster capabilities" in Installing.

Purpose

The Cluster CSI Snapshot Controller Operator installs and maintains the CSI Snapshot Controller. The CSI Snapshot Controller is responsible for watching the VolumeSnapshot CRD objects and manages the creation and deletion lifecycle of volume snapshots.

Project

Additional resources

Cluster Image Registry Operator

Purpose

The Cluster Image Registry Operator manages a singleton instance of the OpenShift image registry. It manages all configuration of the registry, including creating storage.

On initial start up, the Operator creates a default image-registry resource instance based on the configuration detected in the cluster. This indicates what cloud storage type to use based on the cloud provider.

If insufficient information is available to define a complete image-registry resource, then an incomplete resource is defined and the Operator updates the resource status with information about what is missing.

The Cluster Image Registry Operator runs in the openshift-image-registry namespace and it also manages the registry instance in that location. All configuration and workload resources for the registry reside in that namespace.

Project

Cluster Machine Approver Operator

Purpose

The Cluster Machine Approver Operator automatically approves the CSRs requested for a new worker node after cluster installation.

For the control plane node, the approve-csr service on the bootstrap node automatically approves all CSRs during the cluster bootstrapping phase.

Project

Cluster Monitoring Operator

Purpose

The Cluster Monitoring Operator (CMO) manages and updates the Prometheus-based cluster monitoring stack deployed on top of OKD.

Project

CRDs

  • alertmanagers.monitoring.coreos.com

    • Scope: Namespaced

    • CR: alertmanager

    • Validation: Yes

  • prometheuses.monitoring.coreos.com

    • Scope: Namespaced

    • CR: prometheus

    • Validation: Yes

  • prometheusrules.monitoring.coreos.com

    • Scope: Namespaced

    • CR: prometheusrule

    • Validation: Yes

  • servicemonitors.monitoring.coreos.com

    • Scope: Namespaced

    • CR: servicemonitor

    • Validation: Yes

Configuration objects

$ oc -n openshift-monitoring edit cm cluster-monitoring-config

Cluster Network Operator

Purpose

The Cluster Network Operator installs and upgrades the networking components on an OKD cluster.

Cluster Samples Operator

The Cluster Samples Operator is an optional cluster capability that can be disabled by cluster administrators during installation. For more information about optional cluster capabilities, see "Cluster capabilities" in Installing.

Purpose

The Cluster Samples Operator manages the sample image streams and templates stored in the openshift namespace.

On initial start up, the Operator creates the default samples configuration resource to initiate the creation of the image streams and templates. The configuration object is a cluster scoped object with the key cluster and type configs.samples.

The image streams are the Fedora CoreOS (FCOS)-based OKD image streams pointing to images on registry.redhat.io. Similarly, the templates are those categorized as OKD templates.

The Cluster Samples Operator deployment is contained within the openshift-cluster-samples-operator namespace. On start up, the install pull secret is used by the image stream import logic in the OpenShift image registry and API server to authenticate with registry.redhat.io. An administrator can create any additional secrets in the openshift namespace if they change the registry used for the sample image streams. If created, those secrets contain the content of a config.json for docker needed to facilitate image import.

The image for the Cluster Samples Operator contains image stream and template definitions for the associated OKD release. After the Cluster Samples Operator creates a sample, it adds an annotation that denotes the OKD version that it is compatible with. The Operator uses this annotation to ensure that each sample matches the compatible release version. Samples outside of its inventory are ignored, as are skipped samples.

Modifications to any samples that are managed by the Operator are allowed as long as the version annotation is not modified or deleted. However, on an upgrade, as the version annotation will change, those modifications can get replaced as the sample will be updated with the newer version. The Jenkins images are part of the image payload from the installation and are tagged into the image streams directly.

The samples resource includes a finalizer, which cleans up the following upon its deletion:

  • Operator-managed image streams

  • Operator-managed templates

  • Operator-generated configuration resources

  • Cluster status resources

Upon deletion of the samples resource, the Cluster Samples Operator recreates the resource using the default configuration.

Project

Additional resources

Cluster Storage Operator

The Cluster Storage Operator is an optional cluster capability that can be disabled by cluster administrators during installation. For more information about optional cluster capabilities, see "Cluster capabilities" in Installing.

Purpose

The Cluster Storage Operator sets OKD cluster-wide storage defaults. It ensures a default storageclass exists for OKD clusters. It also installs Container Storage Interface (CSI) drivers which enable your cluster to use various storage backends.

Project

Configuration

No configuration is required.

Notes

  • The storage class that the Operator creates can be made non-default by editing its annotation, but this storage class cannot be deleted as long as the Operator runs.

Additional resources

Cluster Version Operator

Purpose

Cluster Operators manage specific areas of cluster functionality. The Cluster Version Operator (CVO) manages the lifecycle of cluster Operators, many of which are installed in OKD by default.

The CVO also checks with the OpenShift Update Service to see the valid updates and update paths based on current component versions and information in the graph by collecting the status of both the cluster version and its cluster Operators. This status includes the condition type, which informs you of the health and current state of the OKD cluster.

For more information regarding cluster version condition types, see "Understanding cluster version condition types".

Project

Console Operator

The Console Operator is an optional cluster capability that can be disabled by cluster administrators during installation. If you disable the Console Operator at installation, your cluster is still supported and upgradable. For more information about optional cluster capabilities, see "Cluster capabilities" in Installing.

Purpose

The Console Operator installs and maintains the OKD web console on a cluster. The Console Operator is installed by default and automatically maintains a console.

Project

Additional resources

Control Plane Machine Set Operator

This Operator is available for Amazon Web Services (AWS), Google Cloud Platform (GCP), Microsoft Azure, and VMware vSphere.

Purpose

The Control Plane Machine Set Operator automates the management of control plane machine resources within an OKD cluster.

Project

CRDs

  • controlplanemachineset.machine.openshift.io

    • Scope: Namespaced

    • CR: ControlPlaneMachineSet

    • Validation: Yes

Additional resources

DNS Operator

Purpose

The DNS Operator deploys and manages CoreDNS to provide a name resolution service to pods that enables DNS-based Kubernetes Service discovery in OKD.

The Operator creates a working default deployment based on the cluster’s configuration.

  • The default cluster domain is cluster.local.

  • Configuration of the CoreDNS Corefile or Kubernetes plugin is not yet supported.

The DNS Operator manages CoreDNS as a Kubernetes daemon set exposed as a service with a static IP. CoreDNS runs on all nodes in the cluster.

Project

etcd cluster Operator

Purpose

The etcd cluster Operator automates etcd cluster scaling, enables etcd monitoring and metrics, and simplifies disaster recovery procedures.

Project

CRDs

  • etcds.operator.openshift.io

    • Scope: Cluster

    • CR: etcd

    • Validation: Yes

Configuration objects

$ oc edit etcd cluster

Ingress Operator

Purpose

The Ingress Operator configures and manages the OKD router.

Project

CRDs

  • clusteringresses.ingress.openshift.io

    • Scope: Namespaced

    • CR: clusteringresses

    • Validation: No

Configuration objects

  • Cluster config

    • Type Name: clusteringresses.ingress.openshift.io

    • Instance Name: default

    • View Command:

      $ oc get clusteringresses.ingress.openshift.io -n openshift-ingress-operator default -o yaml

Notes

The Ingress Operator sets up the router in the openshift-ingress project and creates the deployment for the router:

$ oc get deployment -n openshift-ingress

The Ingress Operator uses the clusterNetwork[].cidr from the network/cluster status to determine what mode (IPv4, IPv6, or dual stack) the managed Ingress Controller (router) should operate in. For example, if clusterNetwork contains only a v6 cidr, then the Ingress Controller operates in IPv6-only mode.

In the following example, Ingress Controllers managed by the Ingress Operator will run in IPv4-only mode because only one cluster network exists and the network is an IPv4 cidr:

$ oc get network/cluster -o jsonpath='{.status.clusterNetwork[*]}'
Example output
map[cidr:10.128.0.0/14 hostPrefix:23]

Insights Operator

The Insights Operator is an optional cluster capability that can be disabled by cluster administrators during installation. For more information about optional cluster capabilities, see "Cluster capabilities" in Installing.

Purpose

The Insights Operator gathers OKD configuration data and sends it to Red Hat. The data is used to produce proactive insights recommendations about potential issues that a cluster might be exposed to. These insights are communicated to cluster administrators through Insights Advisor on console.redhat.com.

Project

Configuration

No configuration is required.

Notes

Insights Operator complements OKD Telemetry.

Additional resources

Kubernetes API Server Operator

Purpose

The Kubernetes API Server Operator manages and updates the Kubernetes API server deployed on top of OKD. The Operator is based on the OKD library-go framework and it is installed using the Cluster Version Operator (CVO).

Project

CRDs

  • kubeapiservers.operator.openshift.io

    • Scope: Cluster

    • CR: kubeapiserver

    • Validation: Yes

Configuration objects

$ oc edit kubeapiserver

Kubernetes Controller Manager Operator

Purpose

The Kubernetes Controller Manager Operator manages and updates the Kubernetes Controller Manager deployed on top of OKD. The Operator is based on OKD library-go framework and it is installed via the Cluster Version Operator (CVO).

It contains the following components:

  • Operator

  • Bootstrap manifest renderer

  • Installer based on static pods

  • Configuration observer

By default, the Operator exposes Prometheus metrics through the metrics service.

Project

Kubernetes Scheduler Operator

Purpose

The Kubernetes Scheduler Operator manages and updates the Kubernetes Scheduler deployed on top of OKD. The Operator is based on the OKD library-go framework and it is installed with the Cluster Version Operator (CVO).

The Kubernetes Scheduler Operator contains the following components:

  • Operator

  • Bootstrap manifest renderer

  • Installer based on static pods

  • Configuration observer

By default, the Operator exposes Prometheus metrics through the metrics service.

Project

Configuration

The configuration for the Kubernetes Scheduler is the result of merging:

  • a default configuration.

  • an observed configuration from the spec schedulers.config.openshift.io.

All of these are sparse configurations, invalidated JSON snippets which are merged to form a valid configuration at the end.

Kubernetes Storage Version Migrator Operator

Purpose

The Kubernetes Storage Version Migrator Operator detects changes of the default storage version, creates migration requests for resource types when the storage version changes, and processes migration requests.

Project

Machine API Operator

Purpose

The Machine API Operator manages the lifecycle of specific purpose custom resource definitions (CRD), controllers, and RBAC objects that extend the Kubernetes API. This declares the desired state of machines in a cluster.

Project

CRDs

  • MachineSet

  • Machine

  • MachineHealthCheck

Machine Config Operator

Purpose

The Machine Config Operator manages and applies configuration and updates of the base operating system and container runtime, including everything between the kernel and kubelet.

There are four components:

  • machine-config-server: Provides Ignition configuration to new machines joining the cluster.

  • machine-config-controller: Coordinates the upgrade of machines to the desired configurations defined by a MachineConfig object. Options are provided to control the upgrade for sets of machines individually.

  • machine-config-daemon: Applies new machine configuration during update. Validates and verifies the state of the machine to the requested machine configuration.

  • machine-config: Provides a complete source of machine configuration at installation, first start up, and updates for a machine.

Currently, there is no supported way to block or restrict the machine config server endpoint. The machine config server must be exposed to the network so that newly-provisioned machines, which have no existing configuration or state, are able to fetch their configuration. In this model, the root of trust is the certificate signing requests (CSR) endpoint, which is where the kubelet sends its certificate signing request for approval to join the cluster. Because of this, machine configs should not be used to distribute sensitive information, such as secrets and certificates.

To ensure that the machine config server endpoints, ports 22623 and 22624, are secured in bare metal scenarios, customers must configure proper network policies.

Project

Marketplace Operator

The Marketplace Operator is an optional cluster capability that can be disabled by cluster administrators if it is not needed. For more information about optional cluster capabilities, see "Cluster capabilities" in Installing.

Purpose

The Marketplace Operator simplifies the process for bringing off-cluster Operators to your cluster by using a set of default Operator Lifecycle Manager (OLM) catalogs on the cluster. When the Marketplace Operator is installed, it creates the openshift-marketplace namespace. OLM ensures catalog sources installed in the openshift-marketplace namespace are available for all namespaces on the cluster.

Project

Additional resources

Node Tuning Operator

Purpose

The Node Tuning Operator helps you manage node-level tuning by orchestrating the TuneD daemon and achieves low latency performance by using the Performance Profile controller. The majority of high-performance applications require some level of kernel tuning. The Node Tuning Operator provides a unified management interface to users of node-level sysctls and more flexibility to add custom tuning specified by user needs.

The Operator manages the containerized TuneD daemon for OKD as a Kubernetes daemon set. It ensures the custom tuning specification is passed to all containerized TuneD daemons running in the cluster in the format that the daemons understand. The daemons run on all nodes in the cluster, one per node.

Node-level settings applied by the containerized TuneD daemon are rolled back on an event that triggers a profile change or when the containerized TuneD daemon is terminated gracefully by receiving and handling a termination signal.

The Node Tuning Operator uses the Performance Profile controller to implement automatic tuning to achieve low latency performance for OKD applications.

The cluster administrator configures a performance profile to define node-level settings such as the following:

  • Updating the kernel to kernel-rt.

  • Choosing CPUs for housekeeping.

  • Choosing CPUs for running workloads.

Currently, disabling CPU load balancing is not supported by cgroup v2. As a result, you might not get the desired behavior from performance profiles if you have cgroup v2 enabled. Enabling cgroup v2 is not recommended if you are using performance profiles.

The Node Tuning Operator is part of a standard OKD installation in version 4.1 and later.

In earlier versions of OKD, the Performance Addon Operator was used to implement automatic tuning to achieve low latency performance for OpenShift applications. In OKD 4.11 and later, this functionality is part of the Node Tuning Operator.

Project

Additional resources

OpenShift API Server Operator

Purpose

The OpenShift API Server Operator installs and maintains the openshift-apiserver on a cluster.

Project

CRDs

  • openshiftapiservers.operator.openshift.io

    • Scope: Cluster

    • CR: openshiftapiserver

    • Validation: Yes

OpenShift Controller Manager Operator

Purpose

The OpenShift Controller Manager Operator installs and maintains the OpenShiftControllerManager custom resource in a cluster and can be viewed with:

$ oc get clusteroperator openshift-controller-manager -o yaml

The custom resource definition (CRD) openshiftcontrollermanagers.operator.openshift.io can be viewed in a cluster with:

$ oc get crd openshiftcontrollermanagers.operator.openshift.io -o yaml

Project

Operator Lifecycle Manager Operators

Purpose

Operator Lifecycle Manager (OLM) helps users install, update, and manage the lifecycle of Kubernetes native applications (Operators) and their associated services running across their OKD clusters. It is part of the Operator Framework, an open source toolkit designed to manage Operators in an effective, automated, and scalable way.

olm workflow
Figure 1. Operator Lifecycle Manager workflow

OLM runs by default in OKD 4.13, which aids cluster administrators in installing, upgrading, and granting access to Operators running on their cluster. The OKD web console provides management screens for cluster administrators to install Operators, as well as grant specific projects access to use the catalog of Operators available on the cluster.

For developers, a self-service experience allows provisioning and configuring instances of databases, monitoring, and big data services without having to be subject matter experts, because the Operator has that knowledge baked into it.

CRDs

Operator Lifecycle Manager (OLM) is composed of two Operators: the OLM Operator and the Catalog Operator.

Each of these Operators is responsible for managing the custom resource definitions (CRDs) that are the basis for the OLM framework:

Table 1. CRDs managed by OLM and Catalog Operators
Resource Short name Owner Description

ClusterServiceVersion (CSV)

csv

OLM

Application metadata: name, version, icon, required resources, installation, and so on.

InstallPlan

ip

Catalog

Calculated list of resources to be created to automatically install or upgrade a CSV.

CatalogSource

catsrc

Catalog

A repository of CSVs, CRDs, and packages that define an application.

Subscription

sub

Catalog

Used to keep CSVs up to date by tracking a channel in a package.

OperatorGroup

og

OLM

Configures all Operators deployed in the same namespace as the OperatorGroup object to watch for their custom resource (CR) in a list of namespaces or cluster-wide.

Each of these Operators is also responsible for creating the following resources:

Table 2. Resources created by OLM and Catalog Operators
Resource Owner

Deployments

OLM

ServiceAccounts

(Cluster)Roles

(Cluster)RoleBindings

CustomResourceDefinitions (CRDs)

Catalog

ClusterServiceVersions

OLM Operator

The OLM Operator is responsible for deploying applications defined by CSV resources after the required resources specified in the CSV are present in the cluster.

The OLM Operator is not concerned with the creation of the required resources; you can choose to manually create these resources using the CLI or using the Catalog Operator. This separation of concern allows users incremental buy-in in terms of how much of the OLM framework they choose to leverage for their application.

The OLM Operator uses the following workflow:

  1. Watch for cluster service versions (CSVs) in a namespace and check that requirements are met.

  2. If requirements are met, run the install strategy for the CSV.

    A CSV must be an active member of an Operator group for the install strategy to run.

Catalog Operator

The Catalog Operator is responsible for resolving and installing cluster service versions (CSVs) and the required resources they specify. It is also responsible for watching catalog sources for updates to packages in channels and upgrading them, automatically if desired, to the latest available versions.

To track a package in a channel, you can create a Subscription object configuring the desired package, channel, and the CatalogSource object you want to use for pulling updates. When updates are found, an appropriate InstallPlan object is written into the namespace on behalf of the user.

The Catalog Operator uses the following workflow:

  1. Connect to each catalog source in the cluster.

  2. Watch for unresolved install plans created by a user, and if found:

    1. Find the CSV matching the name requested and add the CSV as a resolved resource.

    2. For each managed or required CRD, add the CRD as a resolved resource.

    3. For each required CRD, find the CSV that manages it.

  3. Watch for resolved install plans and create all of the discovered resources for it, if approved by a user or automatically.

  4. Watch for catalog sources and subscriptions and create install plans based on them.

Catalog Registry

The Catalog Registry stores CSVs and CRDs for creation in a cluster and stores metadata about packages and channels.

A package manifest is an entry in the Catalog Registry that associates a package identity with sets of CSVs. Within a package, channels point to a particular CSV. Because CSVs explicitly reference the CSV that they replace, a package manifest provides the Catalog Operator with all of the information that is required to update a CSV to the latest version in a channel, stepping through each intermediate version.

Additional resources

OpenShift Service CA Operator

Purpose

The OpenShift Service CA Operator mints and manages serving certificates for Kubernetes services.

Project

vSphere Problem Detector Operator

Purpose

The vSphere Problem Detector Operator checks clusters that are deployed on vSphere for common installation and misconfiguration issues that are related to storage.

The vSphere Problem Detector Operator is only started by the Cluster Storage Operator when the Cluster Storage Operator detects that the cluster is deployed on vSphere.

Configuration

No configuration is required.

Notes

  • The Operator supports OKD installations on vSphere.

  • The Operator uses the vsphere-cloud-credentials to communicate with vSphere.

  • The Operator performs checks that are related to storage.

Additional resources