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)'

cronJob:

description: FeastCronJob defines a CronJob to execute against a Feature

Store deployment.

properties:

concurrencyPolicy:

description: Specifies how to treat concurrent executions of a

Job.

type: string

containerConfigs:

description: CronJobContainerConfigs k8s container settings for

the CronJob

properties:

commands:

description: Array of commands to be executed (in order) against

a Feature Store deployment.

items:

type: string

type: array

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

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

type: object

failedJobsHistoryLimit:

description: The number of failed finished jobs to retain. Value

must be non-negative integer.

format: int32

type: integer

jobSpec:

description: Specification of the desired behavior of a job.

properties:

activeDeadlineSeconds:

description: |-

Specifies the duration in seconds relative to the startTime that the job

may be continuously active before the system tr

format: int64

type: integer

backoffLimit:

description: Specifies the number of retries before marking

this job failed.

format: int32

type: integer

backoffLimitPerIndex:

description: |-

Specifies the limit for the number of retries within an

index before marking this index as failed.

format: int32

type: integer

completionMode:

description: |-

completionMode specifies how Pod completions are tracked. It can be

`NonIndexed` (default) or `Indexed`.

type: string

completions:

description: |-

Specifies the desired number of successfully finished pods the

job should be run with.

format: int32

type: integer

maxFailedIndexes:

description: |-

Specifies the maximal number of failed indexes before marking the Job as

failed, when backoffLimitPerIndex is set.

format: int32

type: integer

parallelism:

description: |-

Specifies the maximum desired number of pods the job should

run at any given time.

format: int32

type: integer

podFailurePolicy:

description: Specifies the policy of handling failed pods.

properties:

rules:

description: A list of pod failure policy rules. The rules

are evaluated in order.

items:

description: PodFailurePolicyRule describes how a pod

failure is handled when the requirements are met.

properties:

action:

description: Specifies the action taken on a pod

failure when the requirements are satisfied.

type: string

onExitCodes:

description: Represents the requirement on the container

exit codes.

properties:

containerName:

description: |-

Restricts the check for exit codes to the container with the

specified name.

type: string

operator:

description: |-

Represents the relationship between the container exit code(s) and the

specified values.

type: string

values:

description: Specifies the set of values.

items:

format: int32

type: integer

type: array

x-kubernetes-list-type: set

required:

- operator

- values

type: object

onPodConditions:

description: |-

Represents the requirement on the pod conditions. The requirement is represented

as a list of pod condition patterns.

items:

description: |-

PodFailurePolicyOnPodConditionsPattern describes a pattern for matching

an actual pod condition type.

properties:

status:

description: Specifies the required Pod condition

status.

type: string

type:

description: Specifies the required Pod condition

type.

type: string

required:

- status

- type

type: object

type: array

x-kubernetes-list-type: atomic

required:

- action

type: object

type: array

x-kubernetes-list-type: atomic

required:

- rules

type: object

podReplacementPolicy:

description: podReplacementPolicy specifies when to create

replacement Pods.

type: string

suspend:

description: suspend specifies whether the Job controller

should create Pods or not.

type: boolean

ttlSecondsAfterFinished:

description: |-

ttlSecondsAfterFinished limits the lifetime of a Job that has finished

execution (either Complete or Failed).

format: int32

type: integer

type: object

schedule:

description: The schedule in Cron format, see https://en.wikipedia.org/wiki/Cron.

type: string

startingDeadlineSeconds:

description: |-

Optional deadline in seconds for starting the job if it misses scheduled

time for any reason.

format: int64

type: integer

successfulJobsHistoryLimit:

description: The number of successful finished jobs to retain.

Value must be non-negative integer.

format: int32

type: integer

suspend:

description: |-

This flag tells the controller to suspend subsequent executions, it does

not apply to already started executions.

type: boolean

timeZone:

description: The time zone name for the given schedule, see https://en.wikipedia.org/wiki/List_of_tz_database_time_zones.

type: string

type: object

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

- clickhouse

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

- clickhouse

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: