Struct ModelMonitoringStatsAnomalies

#[non_exhaustive]
pub struct ModelMonitoringStatsAnomalies {
    pub objective: ModelDeploymentMonitoringObjectiveType,
    pub deployed_model_id: String,
    pub anomaly_count: i32,
    pub feature_stats: Vec<FeatureHistoricStatsAnomalies>,
    /* private fields */
}

Statistics and anomalies generated by Model Monitoring.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

objective: ModelDeploymentMonitoringObjectiveType

Model Monitoring Objective those stats and anomalies belonging to.

deployed_model_id: String

Deployed Model ID.

anomaly_count: i32

Number of anomalies within all stats.

feature_stats: Vec<FeatureHistoricStatsAnomalies>

A list of historical Stats and Anomalies generated for all Features.

Implementations

impl ModelMonitoringStatsAnomalies

pub fn new() -> Self

pub fn set_objective<T: Into<ModelDeploymentMonitoringObjectiveType>>( self, v: T, ) -> Self

Sets the value of objective.

pub fn set_deployed_model_id<T: Into<String>>(self, v: T) -> Self

Sets the value of deployed_model_id.

pub fn set_anomaly_count<T: Into<i32>>(self, v: T) -> Self

Sets the value of anomaly_count.

pub fn set_feature_stats<T, V>(self, v: T) -> Self

where T: IntoIterator<Item = V>, V: Into<FeatureHistoricStatsAnomalies>,

Sets the value of feature_stats.

Trait Implementations

impl Clone for ModelMonitoringStatsAnomalies

fn clone(&self) -> ModelMonitoringStatsAnomalies

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ModelMonitoringStatsAnomalies

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

Formats the value using the given formatter.

impl Default for ModelMonitoringStatsAnomalies

fn default() -> ModelMonitoringStatsAnomalies

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for ModelMonitoringStatsAnomalies

where ModelMonitoringStatsAnomalies: Default,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Message for ModelMonitoringStatsAnomalies

fn typename() -> &'static str

The typename of this message.

impl PartialEq for ModelMonitoringStatsAnomalies

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

Tests for self and other values to be equal, and is used by ==.

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

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

impl Serialize for ModelMonitoringStatsAnomalies

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for ModelMonitoringStatsAnomalies