Struct RollingDriftMonitor 

pub struct RollingDriftMonitor { /* private fields */ }

Rolling drift monitor for streaming data.

Maintains a reference window and detects drift in incoming data.

Implementations

impl RollingDriftMonitor

pub fn new(config: DriftConfig) -> Self

Create a new rolling monitor.

pub fn set_reference(&mut self, data: &[f32])

Set the reference distribution from baseline data.

pub fn observe(&mut self, value: f32) -> DriftStatus

Add a new observation and check for drift.

pub fn check_drift(&self) -> DriftStatus

Check current drift status.

pub fn reset_current(&mut self)

Reset the current window (e.g., after retraining).

pub fn update_reference(&mut self)

Update reference to current (after retraining).

Trait Implementations

impl Debug for RollingDriftMonitor

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

Formats the value using the given formatter.