View Source GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfig (google_api_ai_platform v0.13.0)

Configuration of how features in Featurestore are monitored.

Attributes

categoricalThresholdConfig (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig.t, default: nil) - Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).
importFeaturesAnalysis (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis.t, default: nil) - The config for ImportFeatures Analysis Based Feature Monitoring.
numericalThresholdConfig (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig.t, default: nil) - Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).
snapshotAnalysis (type: GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis.t, default: nil) - The config for Snapshot Analysis Based Feature Monitoring.

Summary

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@type t() ::
  %GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfig{
    categoricalThresholdConfig:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig.t()
      | nil,
    importFeaturesAnalysis:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigImportFeaturesAnalysis.t()
      | nil,
    numericalThresholdConfig:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigThresholdConfig.t()
      | nil,
    snapshotAnalysis:
      GoogleApi.AIPlatform.V1.Model.GoogleCloudAiplatformV1FeaturestoreMonitoringConfigSnapshotAnalysis.t()
      | nil
  }

Functions

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.