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feat: Production ready feast operator with v1 apiversion (#5771)
* Production ready feast operator with v1 apiversion Signed-off-by: jyejare <[email protected]> * Tests modified to use v1 , Docs updated Signed-off-by: jyejare <[email protected]> * fix: Fix resolving to the correct version v1 or v1alpha1 Signed-off-by: ntkathole <[email protected]> --------- Signed-off-by: jyejare <[email protected]> Signed-off-by: ntkathole <[email protected]> Co-authored-by: ntkathole <[email protected]>
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‎docs/how-to-guides/running-feast-in-production.md‎

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@@ -227,7 +227,7 @@ kubectl apply -f https://raw.githubusercontent.com/feast-dev/feast/refs/tags/<ve
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3. Deploy a Feature Store
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```sh
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kubectl apply -f https://raw.githubusercontent.com/feast-dev/feast/refs/heads/stable/infra/feast-operator/config/samples/v1alpha1_featurestore.yaml
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kubectl apply -f https://raw.githubusercontent.com/feast-dev/feast/refs/heads/stable/infra/feast-operator/config/samples/v1_featurestore.yaml
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```
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Verify the status
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```
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The above will install a simple [FeatureStore CR](../../infra/feast-operator/docs/api/markdown/ref.md) like the following. By default, it will run the [Online Store feature server](../reference/feature-servers/python-feature-server.md) -
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```yaml
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apiVersion: feast.dev/v1alpha1
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apiVersion: feast.dev/v1
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kind: FeatureStore
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metadata:
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name: sample

‎docs/reference/feature-servers/offline-feature-server.md‎

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The Offline feature server can be deployed with a slight modification of the FeatureStore CR -
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```yaml
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apiVersion: feast.dev/v1alpha1
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apiVersion: feast.dev/v1
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kind: FeatureStore
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metadata:
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name: sample-offline-server

‎examples/operator-postgres-tls-demo/02-Install-feast.ipynb‎

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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"**Option 1: Directly Setting the CA Certificate Path** \n",
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"\n",
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"In this approach, we specify the CA certificate path directly in the Feast PostgreSQL URL using the `sslrootcert` parameter. \n",
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"\n",
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"You can refer to the `v1alpha1_featurestore_postgres_db_volumes_tls.yaml` file for the complete configuration details. "
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"**Option 1: Directly Setting the CA Certificate Path** \n\nIn this approach, we specify the CA certificate path directly in the Feast PostgreSQL URL using the `sslrootcert` parameter. \n\nYou can refer to the `v1_featurestore_postgres_db_volumes_tls.yaml` file for the complete configuration details. "
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]
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},
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{
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}
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],
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"source": [
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_postgres_db_volumes_tls.yaml --namespace=feast"
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1_featurestore_postgres_db_volumes_tls.yaml --namespace=feast"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"**Option 2: Using an Environment Variable for the CA Certificate** \n",
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"\n",
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"In this approach, you define the CA certificate path as an environment variable. You can refer to the `v1alpha1_featurestore_postgres_tls_volumes_ca_env.yaml` file for the complete configuration details. \n",
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"\n",
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"```bash\n",
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"FEAST_CA_CERT_FILE_PATH=<path-to-ca-cert>\n"
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"**Option 2: Using an Environment Variable for the CA Certificate** \n\nIn this approach, you define the CA certificate path as an environment variable. You can refer to the `v1_featurestore_postgres_tls_volumes_ca_env.yaml` file for the complete configuration details. \n\n```bash\nFEAST_CA_CERT_FILE_PATH=<path-to-ca-cert>\n"
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]
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},
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{
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}
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],
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"source": [
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_postgres_tls_volumes_ca_env.yaml --namespace=feast"
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1_featurestore_postgres_tls_volumes_ca_env.yaml --namespace=feast"
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]
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},
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{
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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}

‎examples/operator-postgres-tls-demo/03-Uninstall.ipynb‎

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}
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],
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"source": [
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"# If you have choosen the option 1 example earlier.\n",
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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_postgres_db_volumes_tls.yaml\n",
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"\n",
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"# If you have choosen the option 2 example earlier.\n",
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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_postgres_tls_volumes_ca_env.yaml\n",
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"\n",
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"#!kubectl delete -f ../../infra/feast-operator/dist/install.yaml"
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"# If you have choosen the option 1 example earlier.\n!kubectl delete -f ../../infra/feast-operator/config/samples/v1_featurestore_postgres_db_volumes_tls.yaml\n\n# If you have choosen the option 2 example earlier.\n!kubectl delete -f ../../infra/feast-operator/config/samples/v1_featurestore_postgres_tls_volumes_ca_env.yaml\n\n#!kubectl delete -f ../../infra/feast-operator/dist/install.yaml"
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},
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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}

‎examples/operator-rbac-openshift-tls/1-setup-operator-rbac.ipynb‎

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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## Install the Feast services via FeatureStore CR\n",
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"Next, we'll use the running Feast Operator to install the feast services with Server components online, offline, registry with kubernetes Authorization set. Apply the included [reference deployment](../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml) to install and configure Feast with kubernetes Authorization ."
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"## Install the Feast services via FeatureStore CR\nNext, we'll use the running Feast Operator to install the feast services with Server components online, offline, registry with kubernetes Authorization set. Apply the included [reference deployment](../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml) to install and configure Feast with kubernetes Authorization ."
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},
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{
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}
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],
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"source": [
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"!cat ../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml\n",
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml -n feast"
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"!cat ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml\n!kubectl apply -f ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml -n feast"
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}
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}

‎examples/operator-rbac-openshift-tls/3-uninstall.ipynb‎

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}
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],
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"source": [
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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml\n",
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"!kubectl delete -f ../../infra/feast-operator/dist/install.yaml"
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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml\n!kubectl delete -f ../../infra/feast-operator/dist/install.yaml"
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}
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}

‎examples/operator-rbac/04-uninstall.ipynb‎

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],
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"source": [
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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml\n",
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"!kubectl delete -f ../../infra/feast-operator/dist/install.yaml"
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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml\n!kubectl delete -f ../../infra/feast-operator/dist/install.yaml"
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}
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}

‎examples/operator-rbac/1-setup-operator-rbac.ipynb‎

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"cell_type": "markdown",
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"source": [
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"## Install the Feast services via FeatureStore CR\n",
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"Next, we'll use the running Feast Operator to install the feast services with Server components online, offline, registry with kubernetes Authorization set. Apply the included [reference deployment](../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml) to install and configure Feast with kubernetes Authorization ."
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"## Install the Feast services via FeatureStore CR\nNext, we'll use the running Feast Operator to install the feast services with Server components online, offline, registry with kubernetes Authorization set. Apply the included [reference deployment](../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml) to install and configure Feast with kubernetes Authorization ."
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"!cat ../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml\n",
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1alpha1_featurestore_kubernetes_auth.yaml -n feast"
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"!cat ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml\n!kubectl apply -f ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml -n feast"
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}
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}

‎infra/feast-operator/Makefile‎

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.PHONY: install
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install: manifests kustomize ## Install CRDs into the K8s cluster specified in ~/.kube/config.
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$(KUSTOMIZE) build config/crd | $(KUBECTL) apply -f -
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$(KUSTOMIZE) build config/crd | $(KUBECTL) apply --server-side --force-conflicts -f -
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.PHONY: uninstall
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.PHONY: deploy
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cd config/manager && $(KUSTOMIZE) edit set image controller=${IMG}
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$(KUSTOMIZE) build config/default | $(KUBECTL) apply -f -
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$(KUSTOMIZE) build config/default | $(KUBECTL) apply --server-side --force-conflicts -f -
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$(CRD_REF_DOCS) --log-level=WARN --max-depth=30 --config=$(LOCALDIR)/docs/crd-ref-templates/config.yaml --source-path=$(LOCALDIR)/api/v1alpha1 --renderer=markdown --templates-dir=$(LOCALDIR)/docs/crd-ref-templates/markdown --output-path=$(LOCALDIR)/docs/api/markdown/ref.md
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$(CRD_REF_DOCS) --log-level=WARN --max-depth=30 --config=$(LOCALDIR)/docs/crd-ref-templates/config.yaml --source-path=$(LOCALDIR)/api/v1 --renderer=markdown --templates-dir=$(LOCALDIR)/docs/crd-ref-templates/markdown --output-path=$(LOCALDIR)/docs/api/markdown/ref.md
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.PHONY: bundle
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bundle: manifests kustomize related-image-fs operator-sdk ## Generate bundle manifests and metadata, then validate generated files.

‎infra/feast-operator/README.md‎

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## To deploy an Operator release on a cluster
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Users can just run `kubectl apply -f <URL for YAML BUNDLE>` to install the project, i.e.:
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Users can deploy the operator using Server-Side Apply to avoid CRD annotation size limits:
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```sh
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## Install the latest release -
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kubectl apply -f https://raw.githubusercontent.com/feast-dev/feast/refs/heads/stable/infra/feast-operator/dist/install.yaml
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kubectl apply --server-side --force-conflicts -f https://raw.githubusercontent.com/feast-dev/feast/refs/heads/stable/infra/feast-operator/dist/install.yaml
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## OR, install a specific version -
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# kubectl apply -f https://raw.githubusercontent.com/feast-dev/feast/refs/tags/<version>/infra/feast-operator/dist/install.yaml
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# kubectl apply --server-side --force-conflicts -f https://raw.githubusercontent.com/feast-dev/feast/refs/tags/<version>/infra/feast-operator/dist/install.yaml
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```
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> **NOTE**: Server-Side Apply (`--server-side`) is required because the CRD includes both v1alpha1 and v1 API versions, making it too large for the standard `kubectl apply` annotation limit. If you encounter annotation size errors, use `--server-side --force-conflicts` flags.
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##### Feast Operator Demo Videos
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[![](https://img.youtube.com/vi/48cb4AHxPR4/0.jpg)](https://www.youtube.com/playlist?list=PLPzVNzik7rsAN-amQLZckd0so3cIr7blX)
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