Cloud AI Platform v1 API - Class FeatureOnlineStore (3.5.0) 

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

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

Vertex AI Feature Online Store provides a centralized repository for serving ML features and embedding indexes at low latency. The Feature Online Store is a top-level container.

Inheritance

object > FeatureOnlineStore

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FeatureOnlineStore()

public FeatureOnlineStore()

FeatureOnlineStore(FeatureOnlineStore)

public FeatureOnlineStore(FeatureOnlineStore other)
Parameter
Name Description
other FeatureOnlineStore

Properties

Bigtable

public FeatureOnlineStore.Types.Bigtable Bigtable { get; set; }

Contains settings for the Cloud Bigtable instance that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore.

Property Value
Type Description
FeatureOnlineStoreTypesBigtable

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp when this FeatureOnlineStore was created.

Property Value
Type Description
Timestamp

DedicatedServingEndpoint

public FeatureOnlineStore.Types.DedicatedServingEndpoint DedicatedServingEndpoint { get; set; }

Optional. The dedicated serving endpoint for this FeatureOnlineStore, which is different from common Vertex service endpoint.

Property Value
Type Description
FeatureOnlineStoreTypesDedicatedServingEndpoint

EncryptionSpec

public EncryptionSpec EncryptionSpec { get; set; }

Optional. Customer-managed encryption key spec for data storage. If set, online store 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

FeatureOnlineStoreName

public FeatureOnlineStoreName FeatureOnlineStoreName { get; set; }

FeatureOnlineStoreName-typed view over the Name resource name property.

Property Value
Type Description
FeatureOnlineStoreName

Labels

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

Optional. The labels with user-defined metadata to organize your FeatureOnlineStore.

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 FeatureOnlineStore(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; }

Identifier. Name of the FeatureOnlineStore. Format: projects/{project}/locations/{location}/featureOnlineStores/{featureOnlineStore}

Property Value
Type Description
string

Optimized

public FeatureOnlineStore.Types.Optimized Optimized { get; set; }

Contains settings for the Optimized store that will be created to serve featureValues for all FeatureViews under this FeatureOnlineStore. When choose Optimized storage type, need to set [PrivateServiceConnectConfig.enable_private_service_connect][google.cloud.aiplatform.v1.PrivateServiceConnectConfig.enable_private_service_connect] to use private endpoint. Otherwise will use public endpoint by default.

Property Value
Type Description
FeatureOnlineStoreTypesOptimized

State

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

Output only. State of the featureOnlineStore.

Property Value
Type Description
FeatureOnlineStoreTypesState

StorageTypeCase

public FeatureOnlineStore.StorageTypeOneofCase StorageTypeCase { get; }
Property Value
Type Description
FeatureOnlineStoreStorageTypeOneofCase

UpdateTime

public Timestamp UpdateTime { get; set; }

Output only. Timestamp when this FeatureOnlineStore was last updated.

Property Value
Type Description
Timestamp