Featurestore class

Creates a new Featurestore in a given project and location. Auto-naming is currently not supported for this resource.

Constructors

Featurestore(String name, {FeaturestoreArgs? args, CustomResourceOptions? options})

Creates a new Featurestore. name The Pulumi resource name. args Arguments used to configure this Featurestore. The set of arguments for Featurestore. options Resource options controlling this resource's behavior.

Properties

childResources → Set<Resource>

final, inherited

completionSources ↔ Map<String, IOutputCompletionSource>

late, final, inherited

createTime ↔ Output<String>

Timestamp when this Featurestore was created.

late, final

encryptionSpec ↔ Output<GoogleCloudAiplatformV1EncryptionSpecResponse>

Optional. Customer-managed encryption key spec for data storage. If set, both of the online and offline data storage will be secured by this key.

late, final

etag ↔ Output<String>

Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

late, final

featurestoreId ↔ Output<String>

Required. The ID to use for this Featurestore, which will become the final component of the Featurestore's resource name. This value may be up to 60 characters, and valid characters are [a-z0-9_]. The first character cannot be a number. The value must be unique within the project and location.

late, final

hashCode → int

The hash code for this object.

no setter, inherited

id ↔ Output<String>

getter/setter pair, inherited

isCustom → bool

Returns whether this resource is provider-managed.

no setter, inherited

isProtected → bool

Returns whether this resource is protected from deletion.

no setter, inherited

isRemote → bool

Whether this resource is registered as remote.

no setter, inherited

isResourceReference → bool

Whether this instance represents a resource value returned over RPC.

final, inherited

labels ↔ Output<Map<String, String>>

Optional. The labels with user-defined metadata to organize your Featurestore. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one Featurestore(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

late, final

location ↔ Output<String>

late, final

name ↔ Output<String>

Name of the Featurestore. Format: projects/{project}/locations/{location}/featurestores/{featurestore}

late, final

onlineServingConfig ↔ Output<GoogleCloudAiplatformV1FeaturestoreOnlineServingConfigResponse>

Optional. Config for online storage resources. The field should not co-exist with the field of OnlineStoreReplicationConfig. If both of it and OnlineStoreReplicationConfig are unset, the feature store will not have an online store and cannot be used for online serving.

late, final

onlineStorageTtlDays ↔ Output<int>

Optional. TTL in days for feature values that will be stored in online serving storage. The Feature Store online storage periodically removes obsolete feature values older than online_storage_ttl_days since the feature generation time. Note that online_storage_ttl_days should be less than or equal to offline_storage_ttl_days for each EntityType under a featurestore. If not set, default to 4000 days

late, final

project ↔ Output<String>

late, final

resourceTransforms → List<ResourceTransform>

Inherited/explicit async transforms.

no setter, inherited

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

state ↔ Output<String>

State of the featurestore.

late, final

transformations → List<ResourceTransformation>

Inherited/explicit legacy transformations.

no setter, inherited

updateTime ↔ Output<String>

Timestamp when this Featurestore was last updated.

late, final

urn ↔ Output<String>

late, final, inherited

Methods

failId(Object error) → void

Completes this resource ID with an error when registration fails.

inherited

failOutputs(Object error) → void

Completes all output properties with error.

inherited

failUrn(Object error) → void

Completes this resource URN with an error when registration fails.

inherited

getProvider(String moduleMember) → ProviderResource?

Returns provider for moduleMember's package, if configured.

inherited

getResourceName() → String

Returns this resource's logical name.

inherited

getResourceType() → String

Returns this resource's Pulumi type token.

inherited

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

registerOutput<T>(String propertyName, {Object? decoder(Object?)?, bool isSecret = false}) → Output<T>

Registers a dynamic output property for this resource.

inherited

resolveId(String? value, {required bool isKnown}) → void

Resolves the provider-assigned ID for this resource.

inherited

resolveOutputs(Struct outputs) → void

Resolves all output properties from a monitor response payload.

inherited

resolveUrn(String value) → void

Resolves this resource's URN once assigned by the engine.

inherited

serializeProperties(Map<String, dynamic> properties) → Future<Struct>

Serializes resource properties for RPC transmission.

inherited

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited