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feat(operator): Add tolerations and nodeSelector to the FeatureStore CR #6741

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ntkathole merged 2 commits into feast-dev:master from ShumzZzZz:feat_operator_add_toleration_nodeselector_to_featurestore_cr

Aug 21, 2026

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feat(operator): Add tolerations and nodeSelector to the FeatureStore CR #6741

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6d92d3f

feat(operator): Add tolerations and nodeSelector to the FeatureStore CR

ShumzZzZz Aug 14, 2026

847e11b

Merge branch 'feast-dev:master' into feat_operator_add_toleration_nod…

ShumzZzZz Aug 21, 2026

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18 changes: 9 additions & 9 deletions 18 .secrets.baseline

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42 changes: 42 additions & 0 deletions 42 docs/how-to-guides/feast-on-kubernetes.md

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Original file line number	Diff line number	Diff line change
Expand Up		@@ -74,6 +74,48 @@ batch jobs, and more via the operator, see the
		[Operator Configuration Guides](feast-operator/README.md).
		{% endhint %}

		## Schedule FeatureStore pods on specific nodes

		Use `spec.services.nodeSelector` to require labels on the nodes that run a
		FeatureStore. Use `spec.services.tolerations` to allow those pods onto nodes with
		matching taints (node conditions that repel pods). A toleration permits a matching
		taint; it does not select nodes by itself.

		For example, the following places the FeatureStore on Linux nodes dedicated to Feast
		and permits the matching `dedicated=feast:NoSchedule` taint:

		```yaml
		apiVersion: feast.dev/v1
		kind: FeatureStore
		metadata:
		name: sample
		spec:
		feastProject: my_project
		services:
		nodeSelector:
		kubernetes.io/os: linux
		workload: feast
		tolerations:
		- key: dedicated
		operator: Equal
		value: feast
		effect: NoSchedule
		```

		These settings apply to the FeatureStore Deployment's pod, including its init
		containers and every enabled Feast service container. A `nodeSelector` configured
		under an individual service's `server` block is merged with the shared selector and
		overrides `services.nodeSelector` for duplicate keys. Because enabled services share
		one pod, use `services.nodeSelector` for the common placement policy; avoid conflicting
		per-service selector values.

		To confirm the resolved placement after reconciliation:

		```sh
		kubectl get deployment feast-sample -o jsonpath='{.spec.template.spec.nodeSelector}'
		kubectl get deployment feast-sample -o jsonpath='{.spec.template.spec.tolerations}'
		```

		## Upgrading the Operator

		### OLM-managed installations
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9 changes: 9 additions & 0 deletions 9 infra/feast-operator/api/v1/featurestore_types.go

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Original file line number	Diff line number	Diff line change
Expand Up		@@ -536,6 +536,15 @@ type FeatureStoreServices struct {
		// pod anti-affinity rule to prefer spreading pods across nodes.
		// +optional
		Affinity *corev1.Affinity `json:"affinity,omitempty"`
		// Tolerations are applied to the FeatureStore deployment pods, allowing them to
		// be scheduled onto nodes with matching taints.
		// +optional
		Tolerations []corev1.Toleration `json:"tolerations,omitempty"`
		// NodeSelector is a selector which must be true for the FeatureStore deployment
		// pods to fit on a node. This selector must match a node's labels for the pod to
		// be scheduled on that node.
		// +optional
		NodeSelector map[string]string `json:"nodeSelector,omitempty"`
		// ResourceClaims defines which ResourceClaims must be allocated
		// and reserved before the Pod is allowed to start. The resources
		// will be made available to those containers which consume them
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14 changes: 14 additions & 0 deletions 14 infra/feast-operator/api/v1/zz_generated.deepcopy.go

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9 changes: 9 additions & 0 deletions 9 infra/feast-operator/api/v1alpha1/featurestore_types.go

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Original file line number	Diff line number	Diff line change
Expand Up		@@ -305,6 +305,15 @@ type FeatureStoreServices struct {
		RunFeastApplyOnInit *bool `json:"runFeastApplyOnInit,omitempty"`
		// Volumes specifies the volumes to mount in the FeatureStore deployment. A corresponding `VolumeMount` should be added to whichever feast service(s) require access to said volume(s).
		Volumes []corev1.Volume `json:"volumes,omitempty"`
		// Tolerations are applied to the FeatureStore deployment pods, allowing them to
		// be scheduled onto nodes with matching taints.
		// +optional
		Tolerations []corev1.Toleration `json:"tolerations,omitempty"`
		// NodeSelector is a selector which must be true for the FeatureStore deployment
		// pods to fit on a node. This selector must match a node's labels for the pod to
		// be scheduled on that node.
		// +optional
		NodeSelector map[string]string `json:"nodeSelector,omitempty"`
		}

		// OfflineStore configures the offline store service
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14 changes: 14 additions & 0 deletions 14 infra/feast-operator/api/v1alpha1/zz_generated.deepcopy.go

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