Struct google_api_proto::google::cloud::aiplatform::v1::ModelMonitoringObjectiveConfig

pub struct ModelMonitoringObjectiveConfig {
    pub training_dataset: Option<TrainingDataset>,
    pub training_prediction_skew_detection_config: Option<TrainingPredictionSkewDetectionConfig>,
    pub prediction_drift_detection_config: Option<PredictionDriftDetectionConfig>,
    pub explanation_config: Option<ExplanationConfig>,
}

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

Fields

training_dataset: Option<TrainingDataset>

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

training_prediction_skew_detection_config: Option<TrainingPredictionSkewDetectionConfig>

The config for skew between training data and prediction data.

prediction_drift_detection_config: Option<PredictionDriftDetectionConfig>

The config for drift of prediction data.

explanation_config: Option<ExplanationConfig>

The config for integrating with Vertex Explainable AI.

Trait Implementations

impl Clone for ModelMonitoringObjectiveConfig

fn clone(&self) -> ModelMonitoringObjectiveConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ModelMonitoringObjectiveConfig

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

Formats the value using the given formatter.

impl Default for ModelMonitoringObjectiveConfig

fn default() -> Self

Returns the “default value” for a type.

impl Message for ModelMonitoringObjectiveConfig

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for ModelMonitoringObjectiveConfig

fn eq(&self, other: &ModelMonitoringObjectiveConfig) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for ModelMonitoringObjectiveConfig