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apiVersion: v1
kind: Namespace
metadata:
labels:
app.kubernetes.io/managed-by: kustomize
app.kubernetes.io/name: feast-operator
control-plane: controller-manager
name: feast-operator-system
---
apiVersion: apiextensions.k8s.io/v1
kind: CustomResourceDefinition
metadata:
annotations:
controller-gen.kubebuilder.io/version: v0.15.0
name: featurestores.feast.dev
spec:
group: feast.dev
names:
kind: FeatureStore
listKind: FeatureStoreList
plural: featurestores
shortNames:
- feast
singular: featurestore
scope: Namespaced
versions:
- additionalPrinterColumns:
- jsonPath: .status.phase
name: Status
type: string
- jsonPath: .metadata.creationTimestamp
name: Age
type: date
name: v1alpha1
schema:
openAPIV3Schema:
description: FeatureStore is the Schema for the featurestores API
properties:
apiVersion:
description: APIVersion defines the versioned schema of this representation
of an object.
type: string
kind:
description: Kind is a string value representing the REST resource this
object represents.
type: string
metadata:
type: object
spec:
description: FeatureStoreSpec defines the desired state of FeatureStore
properties:
authz:
description: AuthzConfig defines the authorization settings for the
deployed Feast services.
properties:
kubernetes:
description: |-
KubernetesAuthz provides a way to define the authorization settings using Kubernetes RBAC resources.
https://kubernetes.
properties:
roles:
description: The Kubernetes RBAC roles to be deployed in the
same namespace of the FeatureStore.
items:
type: string
type: array
type: object
oidc:
description: |-
OidcAuthz defines the authorization settings for deployments using an Open ID Connect identity provider.
https://auth0.
properties:
secretRef:
description: |-
LocalObjectReference contains enough information to let you locate the
referenced object inside the same namespace.
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
type: object
x-kubernetes-map-type: atomic
required:
- secretRef
type: object
type: object
x-kubernetes-validations:
- message: One selection required between kubernetes or oidc.
rule: '[has(self.kubernetes), has(self.oidc)].exists_one(c, c)'
feastProject:
description: FeastProject is the Feast project id.
pattern: ^[A-Za-z0-9][A-Za-z0-9_]*$
type: string
feastProjectDir:
description: FeastProjectDir defines how to create the feast project
directory.
properties:
git:
description: GitCloneOptions describes how a clone should be performed.
properties:
configs:
additionalProperties:
type: string
description: |-
Configs passed to git via `-c`
e.g. http.sslVerify: 'false'
OR 'url."https://api:\${TOKEN}@github.com/".
type: object
env:
items:
description: EnvVar represents an environment variable present
in a Container.
properties:
name:
description: Name of the environment variable. Must
be a C_IDENTIFIER.
type: string
value:
description: |-
Variable references $(VAR_NAME) are expanded
using the previously defined environment variables in the container and
any
type: string
valueFrom:
description: Source for the environment variable's value.
Cannot be used if value is not empty.
properties:
configMapKeyRef:
description: Selects a key of a ConfigMap.
properties:
key:
description: The key to select.
type: string
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the ConfigMap or
its key must be defined
type: boolean
required:
- key
type: object
x-kubernetes-map-type: atomic
fieldRef:
description: 'Selects a field of the pod: supports
metadata.name, metadata.namespace, `metadata.labels[''<KEY>'']`,
`metadata.'
properties:
apiVersion:
description: Version of the schema the FieldPath
is written in terms of, defaults to "v1".
type: string
fieldPath:
description: Path of the field to select in
the specified API version.
type: string
required:
- fieldPath
type: object
x-kubernetes-map-type: atomic
resourceFieldRef:
description: |-
Selects a resource of the container: only resources limits and requests
(limits.cpu, limits.memory, limits.
properties:
containerName:
description: 'Container name: required for volumes,
optional for env vars'
type: string
divisor:
anyOf:
- type: integer
- type: string
description: Specifies the output format of
the exposed resources, defaults to "1"
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
description: 'Required: resource to select'
type: string
required:
- resource
type: object
x-kubernetes-map-type: atomic
secretKeyRef:
description: Selects a key of a secret in the pod's
namespace
properties:
key:
description: The key of the secret to select
from. Must be a valid secret key.
type: string
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the Secret or its
key must be defined
type: boolean
required:
- key
type: object
x-kubernetes-map-type: atomic
type: object
required:
- name
type: object
type: array
envFrom:
items:
description: EnvFromSource represents the source of a set
of ConfigMaps
properties:
configMapRef:
description: The ConfigMap to select from
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the ConfigMap must
be defined
type: boolean
type: object
x-kubernetes-map-type: atomic
prefix:
description: An optional identifier to prepend to each
key in the ConfigMap. Must be a C_IDENTIFIER.
type: string
secretRef:
description: The Secret to select from
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the Secret must be
defined
type: boolean
type: object
x-kubernetes-map-type: atomic
type: object
type: array
featureRepoPath:
description: FeatureRepoPath is the relative path to the feature
repo subdirectory. Default is 'feature_repo'.
type: string
ref:
description: Reference to a branch / tag / commit
type: string
url:
description: The repository URL to clone from.
type: string
required:
- url
type: object
x-kubernetes-validations:
- message: RepoPath must be a file name only, with no slashes.
rule: 'has(self.featureRepoPath) ? !self.featureRepoPath.startsWith(''/'')
: true'
init:
description: FeastInitOptions defines how to run a `feast init`.
properties:
minimal:
type: boolean
template:
description: Template for the created project
enum:
- local
- gcp
- aws
- snowflake
- spark
- postgres
- hbase
- cassandra
- hazelcast
- ikv
- couchbase
type: string
type: object
type: object
x-kubernetes-validations:
- message: One selection required between init or git.
rule: '[has(self.git), has(self.init)].exists_one(c, c)'
services:
description: FeatureStoreServices defines the desired feast services.
An ephemeral onlineStore feature server is deployed by default.
properties:
deploymentStrategy:
description: DeploymentStrategy describes how to replace existing
pods with new ones.
properties:
rollingUpdate:
description: |-
Rolling update config params. Present only if DeploymentStrategyType =
RollingUpdate.
properties:
maxSurge:
anyOf:
- type: integer
- type: string
description: |-
The maximum number of pods that can be scheduled above the desired number of
pods.
x-kubernetes-int-or-string: true
maxUnavailable:
anyOf:
- type: integer
- type: string
description: The maximum number of pods that can be unavailable
during the update.
x-kubernetes-int-or-string: true
type: object
type:
description: Type of deployment. Can be "Recreate" or "RollingUpdate".
Default is RollingUpdate.
type: string
type: object
disableInitContainers:
description: Disable the 'feast repo initialization' initContainer
type: boolean
offlineStore:
description: OfflineStore configures the offline store service
properties:
persistence:
description: OfflineStorePersistence configures the persistence
settings for the offline store service
properties:
file:
description: OfflineStoreFilePersistence configures the
file-based persistence for the offline store service
properties:
pvc:
description: PvcConfig defines the settings for a
persistent file store based on PVCs.
properties:
create:
description: Settings for creating a new PVC
properties:
accessModes:
description: AccessModes k8s persistent volume
access modes. Defaults to ["ReadWriteOnce"].
items:
type: string
type: array
resources:
description: Resources describes the storage
resource requirements for a volume.
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
description: |-
Limits describes the maximum amount of compute resources allowed.
More info: https://kubernetes.
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
description: Requests describes the minimum
amount of compute resources required.
type: object
type: object
storageClassName:
description: StorageClassName is the name
of an existing StorageClass to which this
persistent volume belongs.
type: string
type: object
x-kubernetes-validations:
- message: PvcCreate is immutable
rule: self == oldSelf
mountPath:
description: |-
MountPath within the container at which the volume should be mounted.
Must start by "/" and cannot contain ':'.
type: string
ref:
description: Reference to an existing field
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
type: object
x-kubernetes-map-type: atomic
required:
- mountPath
type: object
x-kubernetes-validations:
- message: One selection is required between ref and
create.
rule: '[has(self.ref), has(self.create)].exists_one(c,
c)'
- message: Mount path must start with '/' and must
not contain ':'
rule: self.mountPath.matches('^/[^:]*$')
type:
enum:
- file
- dask
- duckdb
type: string
type: object
store:
description: OfflineStoreDBStorePersistence configures
the DB store persistence for the offline store service
properties:
secretKeyName:
description: By default, the selected store "type"
is used as the SecretKeyName
type: string
secretRef:
description: Data store parameters should be placed
as-is from the "feature_store.yaml" under the secret
key.
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
type: object
x-kubernetes-map-type: atomic
type:
description: Type of the persistence type you want
to use.
enum:
- snowflake.offline
- bigquery
- redshift
- spark
- postgres
- trino
- athena
- mssql
- couchbase.offline
type: string
required:
- secretRef
- type
type: object
type: object
x-kubernetes-validations:
- message: One selection required between file or store.
rule: '[has(self.file), has(self.store)].exists_one(c, c)'
server:
description: Creates a remote offline server container
properties:
env:
items:
description: EnvVar represents an environment variable
present in a Container.
properties:
name:
description: Name of the environment variable. Must
be a C_IDENTIFIER.
type: string
value:
description: |-
Variable references $(VAR_NAME) are expanded
using the previously defined environment variables in the container and
any
type: string
valueFrom:
description: Source for the environment variable's
value. Cannot be used if value is not empty.
properties:
configMapKeyRef:
description: Selects a key of a ConfigMap.
properties:
key:
description: The key to select.
type: string
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the ConfigMap
or its key must be defined
type: boolean
required:
- key
type: object
x-kubernetes-map-type: atomic
fieldRef:
description: 'Selects a field of the pod: supports
metadata.name, metadata.namespace, `metadata.labels[''<KEY>'']`,
`metadata.'
properties:
apiVersion:
description: Version of the schema the FieldPath
is written in terms of, defaults to "v1".
type: string
fieldPath:
description: Path of the field to select
in the specified API version.
type: string
required:
- fieldPath
type: object
x-kubernetes-map-type: atomic
resourceFieldRef:
description: |-
Selects a resource of the container: only resources limits and requests
(limits.cpu, limits.memory, limits.
properties:
containerName:
description: 'Container name: required for
volumes, optional for env vars'
type: string
divisor:
anyOf:
- type: integer
- type: string
description: Specifies the output format
of the exposed resources, defaults to
"1"
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
resource:
description: 'Required: resource to select'
type: string
required:
- resource
type: object
x-kubernetes-map-type: atomic
secretKeyRef:
description: Selects a key of a secret in the
pod's namespace
properties:
key:
description: The key of the secret to select
from. Must be a valid secret key.
type: string
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the Secret
or its key must be defined
type: boolean
required:
- key
type: object
x-kubernetes-map-type: atomic
type: object
required:
- name
type: object
type: array
envFrom:
items:
description: EnvFromSource represents the source of
a set of ConfigMaps
properties:
configMapRef:
description: The ConfigMap to select from
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the ConfigMap must
be defined
type: boolean
type: object
x-kubernetes-map-type: atomic
prefix:
description: An optional identifier to prepend to
each key in the ConfigMap. Must be a C_IDENTIFIER.
type: string
secretRef:
description: The Secret to select from
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the Secret must
be defined
type: boolean
type: object
x-kubernetes-map-type: atomic
type: object
type: array
image:
type: string
imagePullPolicy:
description: PullPolicy describes a policy for if/when
to pull a container image
type: string
logLevel:
description: |-
LogLevel sets the logging level for the server
Allowed values: "debug", "info", "warning", "error", "critical".
enum:
- debug
- info
- warning
- error
- critical
type: string
resources:
description: ResourceRequirements describes the compute
resource requirements.
properties:
claims:
description: |-
Claims lists the names of resources, defined in spec.resourceClaims,
that are used by this container.
items:
description: ResourceClaim references one entry
in PodSpec.ResourceClaims.
properties:
name:
description: |-
Name must match the name of one entry in pod.spec.resourceClaims of
the Pod where this field is used.
type: string
required:
- name
type: object
type: array
x-kubernetes-list-map-keys:
- name
x-kubernetes-list-type: map
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
description: |-
Limits describes the maximum amount of compute resources allowed.
More info: https://kubernetes.
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
description: Requests describes the minimum amount
of compute resources required.
type: object
type: object
tls:
description: TlsConfigs configures server TLS for a feast
service.
properties:
disable:
description: will disable TLS for the feast service.
useful in an openshift cluster, for example, where
TLS is configured by default
type: boolean
secretKeyNames:
description: SecretKeyNames defines the secret key
names for the TLS key and cert.
properties:
tlsCrt:
description: defaults to "tls.crt"
type: string
tlsKey:
description: defaults to "tls.key"
type: string
type: object
secretRef:
description: references the local k8s secret where
the TLS key and cert reside
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
type: object
x-kubernetes-map-type: atomic
type: object
x-kubernetes-validations:
- message: '`secretRef` required if `disable` is false.'
rule: '(!has(self.disable) || !self.disable) ? has(self.secretRef)
: true'
volumeMounts:
description: VolumeMounts defines the list of volumes
that should be mounted into the feast container.
items:
description: VolumeMount describes a mounting of a Volume
within a container.
properties:
mountPath:
description: |-
Path within the container at which the volume should be mounted. Must
not contain ':'.
type: string
mountPropagation:
description: |-
mountPropagation determines how mounts are propagated from the host
to container and the other way around.
type: string
name:
description: This must match the Name of a Volume.
type: string
readOnly:
description: |-
Mounted read-only if true, read-write otherwise (false or unspecified).
Defaults to false.
type: boolean
recursiveReadOnly:
description: |-
RecursiveReadOnly specifies whether read-only mounts should be handled
recursively.
type: string
subPath:
description: |-
Path within the volume from which the container's volume should be mounted.
Defaults to "" (volume's root).
type: string
subPathExpr:
description: Expanded path within the volume from
which the container's volume should be mounted.
type: string
required:
- mountPath
- name
type: object
type: array
type: object
type: object
onlineStore:
description: OnlineStore configures the online store service
properties:
persistence:
description: OnlineStorePersistence configures the persistence
settings for the online store service
properties:
file:
description: OnlineStoreFilePersistence configures the
file-based persistence for the online store service
properties:
path:
type: string
pvc:
description: PvcConfig defines the settings for a
persistent file store based on PVCs.
properties:
create:
description: Settings for creating a new PVC
properties:
accessModes:
description: AccessModes k8s persistent volume
access modes. Defaults to ["ReadWriteOnce"].
items:
type: string
type: array
resources:
description: Resources describes the storage
resource requirements for a volume.
properties:
limits:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
description: |-
Limits describes the maximum amount of compute resources allowed.
More info: https://kubernetes.
type: object
requests:
additionalProperties:
anyOf:
- type: integer
- type: string
pattern: ^(\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))(([KMGTPE]i)|[numkMGTPE]|([eE](\+|-)?(([0-9]+(\.[0-9]*)?)|(\.[0-9]+))))?$
x-kubernetes-int-or-string: true
description: Requests describes the minimum
amount of compute resources required.
type: object
type: object
storageClassName:
description: StorageClassName is the name
of an existing StorageClass to which this
persistent volume belongs.
type: string
type: object
x-kubernetes-validations:
- message: PvcCreate is immutable
rule: self == oldSelf
mountPath:
description: |-
MountPath within the container at which the volume should be mounted.
Must start by "/" and cannot contain ':'.
type: string
ref:
description: Reference to an existing field
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
type: object
x-kubernetes-map-type: atomic
required:
- mountPath
type: object
x-kubernetes-validations:
- message: One selection is required between ref and
create.
rule: '[has(self.ref), has(self.create)].exists_one(c,
c)'
- message: Mount path must start with '/' and must
not contain ':'
rule: self.mountPath.matches('^/[^:]*$')
type: object
x-kubernetes-validations:
- message: Ephemeral stores must have absolute paths.
rule: '(!has(self.pvc) && has(self.path)) ? self.path.startsWith(''/'')
: true'
- message: PVC path must be a file name only, with no
slashes.
rule: '(has(self.pvc) && has(self.path)) ? !self.path.startsWith(''/'')
: true'
- message: Online store does not support S3 or GS buckets.
rule: 'has(self.path) ? !(self.path.startsWith(''s3://'')
|| self.path.startsWith(''gs://'')) : true'
store:
description: OnlineStoreDBStorePersistence configures
the DB store persistence for the online store service
properties:
secretKeyName:
description: By default, the selected store "type"
is used as the SecretKeyName
type: string
secretRef:
description: Data store parameters should be placed
as-is from the "feature_store.yaml" under the secret
key.
properties:
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
type: object
x-kubernetes-map-type: atomic
type:
description: Type of the persistence type you want
to use.
enum:
- snowflake.online
- redis
- ikv
- datastore
- dynamodb
- bigtable
- postgres
- cassandra
- mysql
- hazelcast
- singlestore
- hbase
- elasticsearch
- qdrant
- couchbase.online
- milvus
type: string
required:
- secretRef
- type
type: object
type: object
x-kubernetes-validations:
- message: One selection required between file or store.
rule: '[has(self.file), has(self.store)].exists_one(c, c)'
server:
description: Creates a feature server container
properties:
env:
items:
description: EnvVar represents an environment variable
present in a Container.
properties:
name:
description: Name of the environment variable. Must
be a C_IDENTIFIER.
type: string
value:
description: |-
Variable references $(VAR_NAME) are expanded
using the previously defined environment variables in the container and
any
type: string
valueFrom:
description: Source for the environment variable's
value. Cannot be used if value is not empty.
properties:
configMapKeyRef:
description: Selects a key of a ConfigMap.
properties:
key:
description: The key to select.
type: string
name:
default: ""
description: |-
Name of the referent.
This field is effectively required, but due to backwards compatibility is
allowed to be empty.
type: string
optional:
description: Specify whether the ConfigMap
or its key must be defined
type: boolean
required:
- key
type: object
x-kubernetes-map-type: atomic
fieldRef:
description: 'Selects a field of the pod: supports
metadata.name, metadata.namespace, `metadata.labels[''<KEY>'']`,
`metadata.'
properties:
apiVersion:
description: Version of the schema the FieldPath
is written in terms of, defaults to "v1".
type: string
fieldPath:
description: Path of the field to select
in the specified API version.
type: string
required:
- fieldPath
type: object
x-kubernetes-map-type: atomic
resourceFieldRef:
description: |-
Selects a resource of the container: only resources limits and requests
(limits.cpu, limits.memory, limits.