Struct StaticStrategy 

pub struct StaticStrategy {
    pub warning_action: DriftAction,
    pub drift_action: DriftAction,
}

A simple stateless strategy that maps each drift level to a fixed action.

None always maps to DriftAction::NotifyOnly. The caller configures the actions for Warning and Drift.

Examples

use rill_ml::drift::{DriftAction, DriftLevel, StaticStrategy};
use rill_ml::drift::DriftStrategy;

let strategy = StaticStrategy::new(
    DriftAction::ReduceConfidence,
    DriftAction::ResetModel,
);
assert_eq!(strategy.decide(DriftLevel::None, 100), DriftAction::NotifyOnly);
assert_eq!(strategy.decide(DriftLevel::Warning, 100), DriftAction::ReduceConfidence);
assert_eq!(strategy.decide(DriftLevel::Drift, 100), DriftAction::ResetModel);

Fields

warning_action: DriftAction

Action to take when the detector reports a warning.

drift_action: DriftAction

Action to take when the detector reports a confirmed drift.

Implementations

impl StaticStrategy

pub const fn new(warning_action: DriftAction, drift_action: DriftAction) -> Self

Create a new static strategy with the given warning and drift actions.

Trait Implementations

impl Clone for StaticStrategy

fn clone(&self) -> StaticStrategy

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for StaticStrategy

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

Formats the value using the given formatter.

impl Default for StaticStrategy

fn default() -> Self

Returns the “default value” for a type.

impl DriftStrategy for StaticStrategy

fn decide(&self, level: DriftLevel, _samples_seen: u64) -> DriftAction

Decide the action for the given drift level and sample count.