Cloud AI Platform v1 API - Class FeatureView (3.1.0) 

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

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

FeatureView is representation of values that the FeatureOnlineStore will serve based on its syncConfig.

Inheritance

object > FeatureView

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

FeatureView()

public FeatureView()

FeatureView(FeatureView)

public FeatureView(FeatureView other)
Parameter
Name Description
other FeatureView

Properties

BigQuerySource

public FeatureView.Types.BigQuerySource BigQuerySource { get; set; }

Optional. Configures how data is supposed to be extracted from a BigQuery source to be loaded onto the FeatureOnlineStore.

Property Value
Type Description
FeatureViewTypesBigQuerySource

CreateTime

public Timestamp CreateTime { get; set; }

Output only. Timestamp when this FeatureView was created.

Property Value
Type Description
Timestamp

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

FeatureRegistrySource

public FeatureView.Types.FeatureRegistrySource FeatureRegistrySource { get; set; }

Optional. Configures the features from a Feature Registry source that need to be loaded onto the FeatureOnlineStore.

Property Value
Type Description
FeatureViewTypesFeatureRegistrySource

FeatureViewName

public FeatureViewName FeatureViewName { get; set; }

FeatureViewName-typed view over the Name resource name property.

Property Value
Type Description
FeatureViewName

IndexConfig

public FeatureView.Types.IndexConfig IndexConfig { get; set; }

Optional. Configuration for index preparation for vector search. It contains the required configurations to create an index from source data, so that approximate nearest neighbor (a.k.a ANN) algorithms search can be performed during online serving.

Property Value
Type Description
FeatureViewTypesIndexConfig

Labels

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

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

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 FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

Property Value
Type Description
string

SourceCase

public FeatureView.SourceOneofCase SourceCase { get; }
Property Value
Type Description
FeatureViewSourceOneofCase

SyncConfig

public FeatureView.Types.SyncConfig SyncConfig { get; set; }

Configures when data is to be synced/updated for this FeatureView. At the end of the sync the latest featureValues for each entityId of this FeatureView are made ready for online serving.

Property Value
Type Description
FeatureViewTypesSyncConfig

UpdateTime

public Timestamp UpdateTime { get; set; }

Output only. Timestamp when this FeatureView was last updated.

Property Value
Type Description
Timestamp