pub struct StreamingClusters {
pub clusters: Vec<Cluster>,
pub kd_tree: KDTree,
pub window: Vec<Point>,
pub config: DBSCANConfig,
}Expand description
Streaming cluster state for incremental updates
Fields§
§clusters: Vec<Cluster>§kd_tree: KDTree§window: Vec<Point>§config: DBSCANConfigImplementations§
Source§impl StreamingClusters
impl StreamingClusters
pub fn new(config: DBSCANConfig) -> Self
Sourcepub fn update(&mut self, new_point: Point) -> ClusterLabel
pub fn update(&mut self, new_point: Point) -> ClusterLabel
Update clusters with new point
Sourcepub fn calculate_density_maps(&self) -> Vec<f64>
pub fn calculate_density_maps(&self) -> Vec<f64>
Calculate local density maps for the entire dataset
Trait Implementations§
Auto Trait Implementations§
impl Freeze for StreamingClusters
impl RefUnwindSafe for StreamingClusters
impl Send for StreamingClusters
impl Sync for StreamingClusters
impl Unpin for StreamingClusters
impl UnsafeUnpin for StreamingClusters
impl UnwindSafe for StreamingClusters
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