Struct CutAwareHNSW 

pub struct CutAwareHNSW { /* private fields */ }

Extended HNSW that respects coherence boundaries

Implementations

impl CutAwareHNSW

pub fn new(config: CutAwareConfig) -> Self

Create a new cut-aware HNSW index

pub fn insert(&mut self, id: u32, vector: &[f32]) -> Result<(), FrameworkError>

Insert a vector into the index

pub fn search_gated(&self, query: &[f32], k: usize) -> Vec<SearchResult>

Search with coherence gating

pub fn search_ungated(&self, query: &[f32], k: usize) -> Vec<SearchResult>

Search without coherence gating

pub fn coherent_neighborhood(&self, node: u32, radius: usize) -> Vec<u32>

Get nodes reachable without crossing weak cuts

pub fn add_edge(&mut self, u: u32, v: u32, weight: f64)

Add edge and update cut watcher

pub fn remove_edge(&mut self, u: u32, v: u32)

Remove edge and update cut watcher

pub fn batch_update(&mut self, updates: Vec<EdgeUpdate>) -> UpdateStats

Batch update with efficient cut recomputation

pub fn prune_weak_edges(&mut self, threshold: f64) -> usize

Prune weak edges based on cut analysis

pub fn compute_zones(&mut self) -> Vec<CoherenceZone>

Compute coherence zones

pub fn node_zone(&self, node: u32) -> Option<usize>

Get zone for a node

pub fn cross_zone_search( &self, query: &[f32], k: usize, zones: &[usize], ) -> Vec<SearchResult>

Cross-zone search (explicitly crosses boundaries)

pub fn metrics(&self) -> &CutAwareMetrics

Get current metrics

pub fn reset_metrics(&self)

Reset metrics

pub fn export_metrics(&self) -> Value

Export metrics as JSON

pub fn cut_distribution(&self) -> Vec<LayerCutStats>

Get cut distribution across layers