Struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

pub struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig {
    pub training_dataset: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset>,
    pub prediction_drift_detection_config: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig>,
    pub training_prediction_skew_detection_config: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig>,
    pub explanation_config: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig>,
}

The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.

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

Fields

training_dataset: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset>

Training dataset for models. This field has to be set only if TrainingPredictionSkewDetectionConfig is specified.

prediction_drift_detection_config: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigPredictionDriftDetectionConfig>

The config for drift of prediction data.

training_prediction_skew_detection_config: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingPredictionSkewDetectionConfig>

The config for skew between training data and prediction data.

explanation_config: Option<GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigExplanationConfig>

The config for integrating with Vertex Explainable AI.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

fn clone(&self) -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

fn default() -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig

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 GoogleCloudAiplatformV1ModelMonitoringObjectiveConfig