Struct DriftCheckExplainability

#[non_exhaustive]
pub struct DriftCheckExplainability {
    pub constraints: Option<MetricsSource>,
    pub config_file: Option<FileSource>,
}

Represents the drift check explainability 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.

constraints: Option<MetricsSource>

The drift check explainability constraints.

config_file: Option<FileSource>

The explainability config file for the model.

Implementations

impl DriftCheckExplainability

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

The drift check explainability constraints.

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

The explainability config file for the model.

impl DriftCheckExplainability

pub fn builder() -> DriftCheckExplainabilityBuilder

Creates a new builder-style object to manufacture DriftCheckExplainability.

Trait Implementations

impl Clone for DriftCheckExplainability

fn clone(&self) -> DriftCheckExplainability

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DriftCheckExplainability

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

Formats the value using the given formatter.

impl PartialEq for DriftCheckExplainability

fn eq(&self, other: &DriftCheckExplainability) -> 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 DriftCheckExplainability