Class GoogleCloudAiplatformV1beta1FeatureView

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

Inheritance
object
GoogleCloudAiplatformV1beta1FeatureView
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1beta1.Data
Assembly: Google.Apis.Aiplatform.v1beta1.dll
Syntax
public class GoogleCloudAiplatformV1beta1FeatureView : IDirectResponseSchema

Properties

BigQuerySource

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

Declaration
[JsonProperty("bigQuerySource")]
public virtual GoogleCloudAiplatformV1beta1FeatureViewBigQuerySource BigQuerySource { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeatureViewBigQuerySource

CreateTime

object representation of CreateTimeRaw.

Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use CreateTimeDateTimeOffset instead.")]
public virtual object CreateTime { get; set; }
Property Value
Type Description
object

CreateTimeDateTimeOffset

DateTimeOffset representation of CreateTimeRaw.

Declaration
[JsonIgnore]
public virtual DateTimeOffset? CreateTimeDateTimeOffset { get; set; }
Property Value
Type Description
DateTimeOffset?

CreateTimeRaw

Output only. Timestamp when this FeatureView was created.

Declaration
[JsonProperty("createTime")]
public virtual string CreateTimeRaw { get; set; }
Property Value
Type Description
string

ETag

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

Declaration
[JsonProperty("etag")]
public virtual string ETag { get; set; }
Property Value
Type Description
string

FeatureRegistrySource

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

Declaration
[JsonProperty("featureRegistrySource")]
public virtual GoogleCloudAiplatformV1beta1FeatureViewFeatureRegistrySource FeatureRegistrySource { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeatureViewFeatureRegistrySource

IndexConfig

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.

Declaration
[JsonProperty("indexConfig")]
public virtual GoogleCloudAiplatformV1beta1FeatureViewIndexConfig IndexConfig { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeatureViewIndexConfig

Labels

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.

Declaration
[JsonProperty("labels")]
public virtual IDictionary<string, string> Labels { get; set; }
Property Value
Type Description
IDictionary<string, string>

Name

Identifier. Name of the FeatureView. Format: projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}

Declaration
[JsonProperty("name")]
public virtual string Name { get; set; }
Property Value
Type Description
string

OptimizedConfig

Optional. Configuration for FeatureView created under Optimized FeatureOnlineStore.

Declaration
[JsonProperty("optimizedConfig")]
public virtual GoogleCloudAiplatformV1beta1FeatureViewOptimizedConfig OptimizedConfig { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeatureViewOptimizedConfig

SatisfiesPzi

Output only. Reserved for future use.

Declaration
[JsonProperty("satisfiesPzi")]
public virtual bool? SatisfiesPzi { get; set; }
Property Value
Type Description
bool?

SatisfiesPzs

Output only. Reserved for future use.

Declaration
[JsonProperty("satisfiesPzs")]
public virtual bool? SatisfiesPzs { get; set; }
Property Value
Type Description
bool?

ServiceAccountEmail

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.

Declaration
[JsonProperty("serviceAccountEmail")]
public virtual string ServiceAccountEmail { get; set; }
Property Value
Type Description
string

ServiceAgentType

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.

Declaration
[JsonProperty("serviceAgentType")]
public virtual string ServiceAgentType { get; set; }
Property Value
Type Description
string

SyncConfig

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.

Declaration
[JsonProperty("syncConfig")]
public virtual GoogleCloudAiplatformV1beta1FeatureViewSyncConfig SyncConfig { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeatureViewSyncConfig

UpdateTime

object representation of UpdateTimeRaw.

Declaration
[JsonIgnore]
[Obsolete("This property is obsolete and may behave unexpectedly; please use UpdateTimeDateTimeOffset instead.")]
public virtual object UpdateTime { get; set; }
Property Value
Type Description
object

UpdateTimeDateTimeOffset

DateTimeOffset representation of UpdateTimeRaw.

Declaration
[JsonIgnore]
public virtual DateTimeOffset? UpdateTimeDateTimeOffset { get; set; }
Property Value
Type Description
DateTimeOffset?

UpdateTimeRaw

Output only. Timestamp when this FeatureView was last updated.

Declaration
[JsonProperty("updateTime")]
public virtual string UpdateTimeRaw { get; set; }
Property Value
Type Description
string

VectorSearchConfig

Optional. Deprecated: please use FeatureView.index_config instead.

Declaration
[JsonProperty("vectorSearchConfig")]
public virtual GoogleCloudAiplatformV1beta1FeatureViewVectorSearchConfig VectorSearchConfig { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeatureViewVectorSearchConfig

VertexRagSource

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

Declaration
[JsonProperty("vertexRagSource")]
public virtual GoogleCloudAiplatformV1beta1FeatureViewVertexRagSource VertexRagSource { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeatureViewVertexRagSource

Implements