public sealed class Feature : IMessage<Feature>, IEquatable<Feature>, IDeepCloneable<Feature>, IBufferMessage, IMessageReference documentation and code samples for the Cloud AI Platform v1beta1 API class Feature.
Feature Metadata information. For example, color is a feature that describes an apple.
Namespace
Google.Cloud.AIPlatform.V1Beta1Assembly
Google.Cloud.AIPlatform.V1Beta1.dll
Constructors
Feature()
public Feature()Feature(Feature)
public Feature(Feature other)| Parameter | |
|---|---|
| Name | Description |
other |
Feature |
Properties
CreateTime
public Timestamp CreateTime { get; set; }Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.
| Property Value | |
|---|---|
| Type | Description |
Timestamp |
|
Description
public string Description { get; set; }Description of the Feature.
| Property Value | |
|---|---|
| Type | Description |
string |
|
DisableMonitoring
public bool DisableMonitoring { get; set; }Optional. Only applicable for Vertex AI Feature Store (Legacy). If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type ([Feature.ValueType][google.cloud.aiplatform.v1beta1.Feature.ValueType]) BOOL, STRING, DOUBLE or INT64 can enable monitoring.
If set to true, all types of data monitoring are disabled despite the config on EntityType.
| Property Value | |
|---|---|
| Type | Description |
bool |
|
Etag
public string Etag { get; set; }Used to perform a consistent read-modify-write updates. If not set, a blind "overwrite" update happens.
| Property Value | |
|---|---|
| Type | Description |
string |
|
FeatureName
public FeatureName FeatureName { get; set; }FeatureName-typed view over the Name resource name property.
| Property Value | |
|---|---|
| Type | Description |
FeatureName |
|
FeatureStatsAndAnomaly
public RepeatedField<FeatureStatsAndAnomaly> FeatureStatsAndAnomaly { get; }Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.
| Property Value | |
|---|---|
| Type | Description |
RepeatedFieldFeatureStatsAndAnomaly |
|
Labels
public MapField<string, string> Labels { get; }Optional. The labels with user-defined metadata to organize your Features.
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 Feature (System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.
| Property Value | |
|---|---|
| Type | Description |
MapFieldstringstring |
|
MonitoringConfig
[Obsolete]
public FeaturestoreMonitoringConfig MonitoringConfig { get; set; }Optional. Only applicable for Vertex AI Feature Store (Legacy). Deprecated: The custom monitoring configuration for this Feature, if not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type ([Feature.ValueType][google.cloud.aiplatform.v1beta1.Feature.ValueType]) BOOL, STRING, DOUBLE or INT64 can enable monitoring.
If this is populated with [FeaturestoreMonitoringConfig.disabled][] = true, snapshot analysis monitoring is disabled; if [FeaturestoreMonitoringConfig.monitoring_interval][] specified, snapshot analysis monitoring is enabled. Otherwise, snapshot analysis monitoring config is same as the EntityType's this Feature belongs to.
| Property Value | |
|---|---|
| Type | Description |
FeaturestoreMonitoringConfig |
|
MonitoringStats
public RepeatedField<FeatureStatsAnomaly> MonitoringStats { get; }Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical [SnapshotAnalysis][google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis] stats requested by user, sorted by [FeatureStatsAnomaly.start_time][google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly.start_time] descending.
| Property Value | |
|---|---|
| Type | Description |
RepeatedFieldFeatureStatsAnomaly |
|
MonitoringStatsAnomalies
public RepeatedField<Feature.Types.MonitoringStatsAnomaly> MonitoringStatsAnomalies { get; }Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.
| Property Value | |
|---|---|
| Type | Description |
RepeatedFieldFeatureTypesMonitoringStatsAnomaly |
|
Name
public string Name { get; set; }Immutable. Name of the Feature.
Format:
projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature}
projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}
The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.
| Property Value | |
|---|---|
| Type | Description |
string |
|
PointOfContact
public string PointOfContact { get; set; }Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.
| Property Value | |
|---|---|
| Type | Description |
string |
|
UpdateTime
public Timestamp UpdateTime { get; set; }Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.
| Property Value | |
|---|---|
| Type | Description |
Timestamp |
|
ValueType
public Feature.Types.ValueType ValueType { get; set; }Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.
| Property Value | |
|---|---|
| Type | Description |
FeatureTypesValueType |
|
VersionColumnName
public string VersionColumnName { get; set; }Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.
| Property Value | |
|---|---|
| Type | Description |
string |
|