Enum AnomalyClass 

pub enum AnomalyClass {
    Point,
    Contextual,
    Collective,
    Distributional,
    Structural,
    Multivariate,
    Cadence,
}

The top-level anomaly taxonomy. A detector declares which class it produces; the CLI groups and reports findings by class so an agent can reason about kind of deviation, not just “something is off.”

Variants

Point

A single value far from its column’s distribution (z-score, MAD, IQR, ESD).

Contextual

A value anomalous only in context (seasonal/time-of-day deviation).

Collective

A subsequence or group that is jointly anomalous (change-point, runs).

Distributional

The distribution itself shifted vs. a baseline (KS, PSI, KL, chi²).

Structural

Schema/type/shape violation (type drift, missing field, cardinality blowup).

Multivariate

A multivariate point isolated in feature space (isolation forest, LOF, DBSCAN).

Cadence

Suspiciously regular timing (metronomic cadence).

Implementations

impl AnomalyClass

pub const ALL: [AnomalyClass; 7]

Every class, in stable order — the basis for describe output and for deterministic grouping.

pub fn token(self) -> &'static str

Stable machine token, also used as the dictionary key in the envelope.

Trait Implementations

impl Clone for AnomalyClass

fn clone(&self) -> AnomalyClass

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AnomalyClass

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for AnomalyClass

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for AnomalyClass

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

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Copy for AnomalyClass

impl Eq for AnomalyClass

impl StructuralPartialEq for AnomalyClass