Cloud AI Platform v1 API - Class FeatureOnlineStore (2.27.0)

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

Implements

IMessage FeatureOnlineStore, IEquatable FeatureOnlineStore, IDeepCloneable FeatureOnlineStore, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

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`

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`