odh-model-controller: Dataflow¶

Controller Watches¶

Kubernetes resources this controller monitors for changes. Each watch triggers reconciliation when the watched resource is created, updated, or deleted.

Type	GVK	Source
For	/v1/ConfigMap	`internal/controller/core/configmap_controller.go:157`
For	/v1/Pod	`internal/controller/core/pod_controller.go:53`
For	/v1/Secret	`internal/controller/core/secret_controller.go:251`
For	apis/v1/Gateway	`internal/controller/serving/llm/gateway_controller.go:801`
For	nim/v1/Account	`internal/controller/nim/account_controller.go:87`
For	serving/v1alpha1/InferenceGraph	`internal/controller/serving/inferencegraph_controller.go:74`
For	serving/v1alpha1/ServingRuntime	`internal/controller/serving/servingruntime_controller.go:418`
For	serving/v1alpha2/LLMInferenceService	`internal/controller/serving/llm/llm_inferenceservice_controller.go:149`
For	serving/v1beta1/InferenceService	`internal/controller/serving/inferenceservice_controller.go:205`
Owns	/v1/ConfigMap	`internal/controller/nim/account_controller.go:88`
Owns	/v1/ConfigMap	`internal/controller/serving/inferenceservice_controller.go:211`
Owns	/v1/Namespace	`internal/controller/serving/inferenceservice_controller.go:207`
Owns	/v1/Secret	`internal/controller/nim/account_controller.go:89`
Owns	/v1/Secret	`internal/controller/serving/inferenceservice_controller.go:212`
Owns	/v1/Service	`internal/controller/serving/inferenceservice_controller.go:210`
Owns	/v1/ServiceAccount	`internal/controller/serving/inferenceservice_controller.go:209`
Owns	api/v1/AuthPolicy	`internal/controller/serving/llm/gateway_controller.go:807`
Owns	keda/v1alpha1/TriggerAuthentication	`internal/controller/serving/inferenceservice_controller.go:278`
Owns	monitoring/v1/PodMonitor	`internal/controller/serving/inferenceservice_controller.go:216`
Owns	monitoring/v1/ServiceMonitor	`internal/controller/serving/inferenceservice_controller.go:215`
Owns	networking.k8s.io/v1/NetworkPolicy	`internal/controller/serving/inferenceservice_controller.go:214`
Owns	networking/v1alpha3/EnvoyFilter	`internal/controller/serving/llm/gateway_controller.go:804`
Owns	rbac.authorization.k8s.io/v1/ClusterRoleBinding	`internal/controller/serving/inferenceservice_controller.go:213`
Owns	rbac.authorization.k8s.io/v1/Role	`internal/controller/serving/inferenceservice_controller.go:217`
Owns	rbac.authorization.k8s.io/v1/RoleBinding	`internal/controller/serving/servingruntime_controller.go:420`
Owns	rbac.authorization.k8s.io/v1/RoleBinding	`internal/controller/serving/inferenceservice_controller.go:218`
Owns	route/v1/Route	`internal/controller/serving/inferenceservice_controller.go:208`
Owns	serving/v1alpha1/ServingRuntime	`internal/controller/serving/inferenceservice_controller.go:206`
Owns	template/v1/Template	`internal/controller/nim/account_controller.go:90`
Watches	/v1/ConfigMap	`internal/controller/nim/account_controller.go:104`
Watches	/v1/Namespace	`internal/controller/serving/servingruntime_controller.go:437`
Watches	/v1/Namespace	`internal/controller/serving/llm/gateway_controller.go:841`
Watches	/v1/Secret	`internal/controller/serving/inferenceservice_controller.go:250`
Watches	/v1/Secret	`internal/controller/nim/account_controller.go:91`
Watches	api/v1/AuthPolicy	`internal/controller/serving/llm/llm_inferenceservice_controller.go:157`
Watches	api/v1beta1/Authorino	`internal/controller/serving/llm/llm_inferenceservice_controller.go:181`
Watches	api/v1beta1/Kuadrant	`internal/controller/serving/llm/llm_inferenceservice_controller.go:175`
Watches	rbac.authorization.k8s.io/v1/RoleBinding	`internal/controller/serving/servingruntime_controller.go:452`
Watches	serving/v1alpha1/ServingRuntime	`internal/controller/serving/inferenceservice_controller.go:220`
Watches	serving/v1alpha2/LLMInferenceService	`internal/controller/serving/llm/gateway_controller.go:811`
Watches	serving/v1alpha2/LLMInferenceServiceConfig	`internal/controller/serving/llm/gateway_controller.go:826`

Reconciliation Flow¶

How the controller interacts with the Kubernetes API during reconciliation.

sequenceDiagram
    %% Static dataflow for odh-model-controller

    participant KubernetesAPI as Kubernetes API
    participant odh_model_controller as odh-model-controller

    KubernetesAPI->>+odh_model_controller: Watch ConfigMap (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch Pod (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch Secret (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch Gateway (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch Account (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch InferenceGraph (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch ServingRuntime (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch LLMInferenceService (reconcile)
    KubernetesAPI->>+odh_model_controller: Watch InferenceService (reconcile)
    odh_model_controller->>KubernetesAPI: Create/Update ConfigMap
    odh_model_controller->>KubernetesAPI: Create/Update ConfigMap
    odh_model_controller->>KubernetesAPI: Create/Update Namespace
    odh_model_controller->>KubernetesAPI: Create/Update Secret
    odh_model_controller->>KubernetesAPI: Create/Update Secret
    odh_model_controller->>KubernetesAPI: Create/Update Service
    odh_model_controller->>KubernetesAPI: Create/Update ServiceAccount
    odh_model_controller->>KubernetesAPI: Create/Update AuthPolicy
    odh_model_controller->>KubernetesAPI: Create/Update TriggerAuthentication
    odh_model_controller->>KubernetesAPI: Create/Update PodMonitor
    odh_model_controller->>KubernetesAPI: Create/Update ServiceMonitor
    odh_model_controller->>KubernetesAPI: Create/Update NetworkPolicy
    odh_model_controller->>KubernetesAPI: Create/Update EnvoyFilter
    odh_model_controller->>KubernetesAPI: Create/Update ClusterRoleBinding
    odh_model_controller->>KubernetesAPI: Create/Update Role
    odh_model_controller->>KubernetesAPI: Create/Update RoleBinding
    odh_model_controller->>KubernetesAPI: Create/Update RoleBinding
    odh_model_controller->>KubernetesAPI: Create/Update Route
    odh_model_controller->>KubernetesAPI: Create/Update ServingRuntime
    odh_model_controller->>KubernetesAPI: Create/Update Template
    KubernetesAPI-->>+odh_model_controller: Watch ConfigMap (informer)
    KubernetesAPI-->>+odh_model_controller: Watch Namespace (informer)
    KubernetesAPI-->>+odh_model_controller: Watch Namespace (informer)
    KubernetesAPI-->>+odh_model_controller: Watch Secret (informer)
    KubernetesAPI-->>+odh_model_controller: Watch Secret (informer)
    KubernetesAPI-->>+odh_model_controller: Watch AuthPolicy (informer)
    KubernetesAPI-->>+odh_model_controller: Watch Authorino (informer)
    KubernetesAPI-->>+odh_model_controller: Watch Kuadrant (informer)
    KubernetesAPI-->>+odh_model_controller: Watch RoleBinding (informer)
    KubernetesAPI-->>+odh_model_controller: Watch ServingRuntime (informer)
    KubernetesAPI-->>+odh_model_controller: Watch LLMInferenceService (informer)
    KubernetesAPI-->>+odh_model_controller: Watch LLMInferenceServiceConfig (informer)

    Note over odh_model_controller: Exposed Services
    Note right of odh_model_controller: model-serving-api:443/TCP [https]
    Note right of odh_model_controller: model-serving-api:8080/TCP [metrics]
    Note right of odh_model_controller: odh-model-controller-webhook-service:443/TCP []

    Note over KubernetesAPI: Defined CRDs
    Note right of KubernetesAPI: Account (nim.opendatahub.io/v1)

Webhooks¶

Name	Type	Path	Failure Policy	Service	Source
minferencegraph-v1alpha1.odh-model-controller.opendatahub.io	mutating	/mutate-serving-kserve-io-v1alpha1-inferencegraph	Fail	system/webhook-service	`config/webhook/manifests.yaml`
minferenceservice-v1beta1.odh-model-controller.opendatahub.io	mutating	/mutate-serving-kserve-io-v1beta1-inferenceservice	Fail	system/webhook-service	`config/webhook/manifests.yaml`
mutating.pod.odh-model-controller.opendatahub.io	mutating	/mutate--v1-pod	Fail	system/webhook-service	`config/webhook/manifests.yaml`
validating.isvc.odh-model-controller.opendatahub.io	validating	/validate-serving-kserve-io-v1beta1-inferenceservice	Fail	system/webhook-service	`config/webhook/manifests.yaml`
validating.nim.account.odh-model-controller.opendatahub.io	validating	/validate-nim-opendatahub-io-v1-account	Fail	system/webhook-service	`config/webhook/manifests.yaml`
vinferencegraph-v1alpha1.odh-model-controller.opendatahub.io	validating	/validate-serving-kserve-io-v1alpha1-inferencegraph	Fail	system/webhook-service	`config/webhook/manifests.yaml`

HTTP Endpoints¶

Method	Path	Source
*	/api/v1/gateways	`server/server.go:23`
*	/healthz	`server/server.go:19`
*	/metrics	`server/observability/observability.go:87`
*	/readyz	`server/server.go:20`
*	gateway.networking.k8s.io	`internal/controller/serving/llm/fixture/gwapi_builders.go:258`
*	gateway.networking.k8s.io	`internal/controller/serving/llm/fixture/gwapi_builders.go:276`
*	gateway.networking.k8s.io	`internal/controller/serving/llm/fixture/gwapi_builders.go:448`
*	inference.networking.x-k8s.io	`internal/controller/serving/llm/fixture/gwapi_builders.go:350`

Configuration¶

ConfigMaps and Helm values that control this component's runtime behavior.