public sealed class FeatureView : IMessage<FeatureView>, IEquatable<FeatureView>, IDeepCloneable<FeatureView>, IBufferMessage, IMessageReference 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.
Implements
IMessageFeatureView, IEquatableFeatureView, IDeepCloneableFeatureView, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Beta1Assembly
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 |
|