Class GoogleCloudAiplatformV1beta1Feature

Feature Metadata information. For example, color is a feature that describes an apple.

Inheritance
object
GoogleCloudAiplatformV1beta1Feature
Implements
Inherited Members
Namespace: Google.Apis.Aiplatform.v1beta1.Data
Assembly: Google.Apis.Aiplatform.v1beta1.dll
Syntax
public class GoogleCloudAiplatformV1beta1Feature : IDirectResponseSchema

Properties

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[Obsolete("This property is obsolete and may behave unexpectedly; please use CreateTimeDateTimeOffset instead.")]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. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

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

Description

Description of the Feature.

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

DisableMonitoring

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) BOOL, STRING, DOUBLE or INT64 can enable monitoring. If set to true, all types of data monitoring are disabled despite the config on EntityType.

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

ETag

Used to perform a 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

FeatureStatsAndAnomaly

Output only. Only applicable for Vertex AI Feature Store. The list of historical stats and anomalies.

Declaration
[JsonProperty("featureStatsAndAnomaly")]
public virtual IList<GoogleCloudAiplatformV1beta1FeatureStatsAndAnomaly> FeatureStatsAndAnomaly { get; set; }
Property Value
Type Description
IList<GoogleCloudAiplatformV1beta1FeatureStatsAndAnomaly>

Labels

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.

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

MonitoringConfig

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) 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.

Declaration
[JsonProperty("monitoringConfig")]
public virtual GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig MonitoringConfig { get; set; }
Property Value
Type Description
GoogleCloudAiplatformV1beta1FeaturestoreMonitoringConfig

MonitoringStats

Output only. Only applicable for Vertex AI Feature Store (Legacy). A list of historical SnapshotAnalysis stats requested by user, sorted by FeatureStatsAnomaly.start_time descending.

Declaration
[JsonProperty("monitoringStats")]
public virtual IList<GoogleCloudAiplatformV1beta1FeatureStatsAnomaly> MonitoringStats { get; set; }
Property Value
Type Description
IList<GoogleCloudAiplatformV1beta1FeatureStatsAnomaly>

MonitoringStatsAnomalies

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

Declaration
[JsonProperty("monitoringStatsAnomalies")]
public virtual IList<GoogleCloudAiplatformV1beta1FeatureMonitoringStatsAnomaly> MonitoringStatsAnomalies { get; set; }
Property Value
Type Description
IList<GoogleCloudAiplatformV1beta1FeatureMonitoringStatsAnomaly>

Name

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.

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

PointOfContact

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.

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

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. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

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

ValueType

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

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

VersionColumnName

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.

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

Implements