Struct aws_sdk_sagemaker::types::DriftCheckBias

#[non_exhaustive]
pub struct DriftCheckBias {
    pub config_file: Option<FileSource>,
    pub pre_training_constraints: Option<MetricsSource>,
    pub post_training_constraints: Option<MetricsSource>,
}

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

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.

config_file: Option<FileSource>

The bias config file for a model.

pre_training_constraints: Option<MetricsSource>

The pre-training constraints.

post_training_constraints: Option<MetricsSource>

The post-training constraints.

Implementations

impl DriftCheckBias

pub fn config_file(&self) -> Option<&FileSource>

The bias config file for a model.

pub fn pre_training_constraints(&self) -> Option<&MetricsSource>

The pre-training constraints.

pub fn post_training_constraints(&self) -> Option<&MetricsSource>

The post-training constraints.

impl DriftCheckBias

pub fn builder() -> DriftCheckBiasBuilder

Creates a new builder-style object to manufacture DriftCheckBias.

Trait Implementations

impl Clone for DriftCheckBias

fn clone(&self) -> DriftCheckBias

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for DriftCheckBias

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

Formats the value using the given formatter.

impl PartialEq for DriftCheckBias

fn eq(&self, other: &DriftCheckBias) -> 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 StructuralPartialEq for DriftCheckBias