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Production ready feast operator with v1 apiversion · feast-dev/feast@dbae106 · GitHub
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Production ready feast operator with v1 apiversion
Signed-off-by: jyejare <jyejare@redhat.com>
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‎docs/how-to-guides/running-feast-in-production.md‎

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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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"\n",
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"When connecting to PostgreSQL with TLS, some important parameters in the connection URL are: \n",
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"\n",
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"- **`sslrootcert`** – Specifies the path to the **CA certificate** file used to validate trusted certificates. \n",
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"- **`sslcert`** – Provides the client certificate for **mutual TLS (mTLS) encryption**. \n",
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"- **`sslkey`** – Specifies the private key for the client certificate. \n",
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"- **`sslrootcert`** \u2013 Specifies the path to the **CA certificate** file used to validate trusted certificates. \n",
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"- **`sslcert`** \u2013 Provides the client certificate for **mutual TLS (mTLS) encryption**. \n",
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"- **`sslkey`** \u2013 Specifies the private key for the client certificate. \n",
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"\n",
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"If mutual TLS authentication is not required, you can **omit** the `sslcert` and `sslkey` parameters. However, the `sslrootcert` parameter is still necessary for validating server certificates. \n"
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]
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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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"You 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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"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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"In 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",
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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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}
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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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"secret \"postgres-secret\" deleted\n",
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"secret \"feast-data-stores\" deleted\n",
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"featurestore.feast.dev \"sample-db-ssl\" deleted\n",
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"Error from server (NotFound): error when deleting \"../../infra/feast-operator/config/samples/v1alpha1_featurestore_postgres_tls_volumes_ca_env.yaml\": secrets \"postgres-secret\" not found\n",
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"Error from server (NotFound): error when deleting \"../../infra/feast-operator/config/samples/v1alpha1_featurestore_postgres_tls_volumes_ca_env.yaml\": secrets \"feast-data-stores\" not found\n",
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"Error from server (NotFound): error when deleting \"../../infra/feast-operator/config/samples/v1alpha1_featurestore_postgres_tls_volumes_ca_env.yaml\": featurestores.feast.dev \"sample-db-ssl\" not found\n"
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"Error from server (NotFound): error when deleting \"../../infra/feast-operator/config/samples/v1_featurestore_postgres_tls_volumes_ca_env.yaml\": secrets \"postgres-secret\" not found\n",
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"Error from server (NotFound): error when deleting \"../../infra/feast-operator/config/samples/v1_featurestore_postgres_tls_volumes_ca_env.yaml\": secrets \"feast-data-stores\" not found\n",
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"Error from server (NotFound): error when deleting \"../../infra/feast-operator/config/samples/v1_featurestore_postgres_tls_volumes_ca_env.yaml\": featurestores.feast.dev \"sample-db-ssl\" not found\n"
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]
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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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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1_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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"!kubectl delete -f ../../infra/feast-operator/config/samples/v1_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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},
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"nbformat": 4,
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}
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}

‎examples/operator-quickstart/feast.yaml‎

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echo: false
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pool_pre_ping: true
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---
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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: example

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

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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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"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/v1_featurestore_kubernetes_auth.yaml) to install and configure Feast with kubernetes Authorization ."
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{
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"name": "stdout",
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"output_type": "stream",
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"apiVersion: feast.dev/v1alpha1\n",
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"apiVersion: feast.dev/v1\n",
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"kind: FeatureStore\n",
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"metadata:\n",
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" name: sample-kubernetes-auth\n",
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}
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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",
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml -n feast"
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}

‎examples/operator-rbac-openshift-tls/3-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/config/samples/v1_featurestore_kubernetes_auth.yaml\n",
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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/config/samples/v1_featurestore_kubernetes_auth.yaml\n",
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}

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

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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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"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/v1_featurestore_kubernetes_auth.yaml) to install and configure Feast with kubernetes Authorization ."
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"name": "stdout",
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"output_type": "stream",
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"apiVersion: feast.dev/v1alpha1\n",
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" name: sample-kubernetes-auth\n",
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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",
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"!kubectl apply -f ../../infra/feast-operator/config/samples/v1_featurestore_kubernetes_auth.yaml -n feast"
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‎infra/feast-operator/Makefile‎

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.PHONY: generate-ref
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generate-ref: generate fmt crd-ref-docs
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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.

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