Cloud AI Platform v1beta1 API - Class FeatureView (1.0.0-beta02)

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

Reference documentation and code samples for the Cloud AI Platform v1beta1 API class FeatureView.

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

Inheritance

object > FeatureView

Namespace

Google.Cloud.AIPlatform.V1Beta1

Assembly

Google.Cloud.AIPlatform.V1Beta1.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

SatisfiesPzi

public bool SatisfiesPzi { get; set; }

Output only. Reserved for future use.

Property Value
Type Description
bool

SatisfiesPzs

public bool SatisfiesPzs { get; set; }

Output only. Reserved for future use.

Property Value
Type Description
bool

ServiceAccountEmail

public string ServiceAccountEmail { get; set; }

Output only. A Service Account unique to this FeatureView. The role bigquery.dataViewer should be granted to this service account to allow Vertex AI Feature Store to sync data to the online store.

Property Value
Type Description
string

ServiceAgentType

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

Optional. Service agent type used during data sync. By default, the Vertex AI Service Agent is used. When using an IAM Policy to isolate this FeatureView within a project, a separate service account should be provisioned by setting this field to SERVICE_AGENT_TYPE_FEATURE_VIEW. This will generate a separate service account to access the BigQuery source table.

Property Value
Type Description
FeatureViewTypesServiceAgentType

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

VectorSearchConfig

[Obsolete]
public FeatureView.Types.VectorSearchConfig VectorSearchConfig { get; set; }

Optional. Deprecated: please use [FeatureView.index_config][google.cloud.aiplatform.v1beta1.FeatureView.index_config] instead.

Property Value
Type Description
FeatureViewTypesVectorSearchConfig

VertexRagSource

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

Optional. The Vertex RAG Source that the FeatureView is linked to.

Property Value
Type Description
FeatureViewTypesVertexRagSource