Struct DynamicForest 

pub struct DynamicForest<const MAX_D: usize> { /* private fields */ }

Runtime-dim facade over RandomCutForest<MAX_D>. MAX_D must be at compile time ≥ the widest active_dim the caller will ever feed.

Implementations

impl<const MAX_D: usize> DynamicForest<MAX_D>

pub fn new(builder: ForestBuilder<MAX_D>, active_dim: usize) -> RcfResult<Self>

Build from a prepared ForestBuilder<MAX_D>.

Errors

• RcfError::InvalidConfig when active_dim == 0 or active_dim > MAX_D.
• Propagates ForestBuilder::build failures.

pub fn active_dim(&self) -> usize

Active dim of this facade — every input slice must have this length.

pub const fn max_dim(&self) -> usize

Maximum dim the underlying const-generic forest supports.

pub fn forest(&self) -> &RandomCutForest<MAX_D>

Read-only handle to the underlying const-generic forest — useful for inspecting metrics / persistence state.

pub fn score(&self, point: &[f64]) -> RcfResult<AnomalyScore>

Score a runtime-sized point. Returns RcfError::DimensionMismatch when point.len() != active_dim.

Errors

• RcfError::DimensionMismatch on length mismatch.
• RcfError::NaNValue on non-finite components.
• Propagates RandomCutForest::score failures.

pub fn update(&mut self, point: &[f64]) -> RcfResult<()>

Fold a runtime-sized point into the forest.

Errors

Same as Self::score plus RandomCutForest::update failures.

pub fn attribution(&self, point: &[f64]) -> RcfResult<DiVector>

Attribution for a runtime-sized point. Returns a DiVector of active_dim entries (the zero-padded tail is truncated from the output).

Errors

Same as Self::score plus RandomCutForest::attribution failures.

Trait Implementations

impl<const MAX_D: usize> Debug for DynamicForest<MAX_D>

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

Formats the value using the given formatter.