Cloud AI Platform v1 API - Class Featurestore (2.12.0)

Version 2.12.0

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public sealed class Featurestore : IMessage<Featurestore>, IEquatable<Featurestore>, IDeepCloneable<Featurestore>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class Featurestore.

Vertex AI Feature Store provides a centralized repository for organizing, storing, and serving ML features. The Featurestore is a top-level container for your features and their values.

Inheritance

object > Featurestore

Implements

IMessageFeaturestore, IEquatableFeaturestore, IDeepCloneableFeaturestore, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

GoogleCloudGoogle.Cloud.AIPlatformV1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

Featurestore()

public Featurestore()

Featurestore(Featurestore)

public Featurestore(Featurestore other)

Parameter
Name	Description
other	Featurestore

Properties

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp when this Featurestore was created.

Property Value
Type	Description
Timestamp

EncryptionSpec

public EncryptionSpec EncryptionSpec { get; set; }

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.

Property Value
Type	Description
EncryptionSpec

Etag

public string Etag { get; set; }

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

Property Value
Type	Description
string

FeaturestoreName

public FeaturestoreName FeaturestoreName { get; set; }

FeaturestoreName-typed view over the Name resource name property.

Property Value
Type	Description
FeaturestoreName

Labels

public MapField<string, string> Labels { get; }

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.

Property Value
Type	Description
MapFieldstringstring

Name

public string Name { get; set; }

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

Property Value
Type	Description
string

OnlineServingConfig

public Featurestore.Types.OnlineServingConfig OnlineServingConfig { get; set; }

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.

Property Value
Type	Description
FeaturestoreTypesOnlineServingConfig

State

public Featurestore.Types.State State { get; set; }

Output only. State of the featurestore.

Property Value
Type	Description
FeaturestoreTypesState

UpdateTime

public Timestamp UpdateTime { get; set; }

Output only. Timestamp when this Featurestore was last updated.

Property Value
Type	Description
Timestamp