Struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

pub struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig {
    pub drift_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>,
    pub default_drift_threshold: Option<GoogleCloudAiplatformV1ThresholdConfig>,
    pub attribution_score_drift_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>,
}

The config for Prediction data drift detection.

This type is not used in any activity, and only used as part of another schema.

Fields

drift_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>

Key is the feature name and value is the threshold. If a feature needs to be monitored for drift, a value threshold must be configured for that feature. The threshold here is against feature distribution distance between different time windws.

default_drift_threshold: Option<GoogleCloudAiplatformV1ThresholdConfig>

Drift anomaly detection threshold used by all features. When the per-feature thresholds are not set, this field can be used to specify a threshold for all features.

attribution_score_drift_thresholds: Option<HashMap<String, GoogleCloudAiplatformV1ThresholdConfig>>

Key is the feature name and value is the threshold. The threshold here is against attribution score distance between different time windows.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

fn clone( &self, ) -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

fn default() -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig