Struct ClusteringCoefficient 

pub struct ClusteringCoefficient { /* private fields */ }

Clustering coefficient kernel.

Computes local and global clustering coefficients.

Implementations

impl ClusteringCoefficient

pub fn new() -> Self

Create a new clustering coefficient kernel.

pub fn compute_local(graph: &CsrGraph, node: u64) -> f64

Compute local clustering coefficient for a single node.

CC(v) = 2 * triangles(v) / (degree(v) * (degree(v) - 1))

pub fn compute_average(graph: &CsrGraph) -> f64

Compute average clustering coefficient for the entire graph.

pub fn compute_global(graph: &CsrGraph) -> f64

Compute global clustering coefficient.

3 * triangles / wedges

Trait Implementations

impl Clone for ClusteringCoefficient

fn clone(&self) -> ClusteringCoefficient

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for ClusteringCoefficient

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

Formats the value using the given formatter.

impl Default for ClusteringCoefficient

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for ClusteringCoefficient

fn metadata(&self) -> &KernelMetadata

Returns the kernel metadata.

fn validate(&self) -> Result<(), KernelError>

Validate kernel configuration.

fn id(&self) -> &str

Returns the kernel ID.

fn requires_gpu_native(&self) -> bool

Returns true if this kernel requires GPU-native execution.

fn health_check(&self) -> HealthStatus

Perform a health check on this kernel.

fn shutdown(&self) -> Result<(), KernelError>

Graceful shutdown of the kernel.

fn refresh_config(&mut self, _config: &KernelConfig) -> Result<(), KernelError>

Refresh kernel configuration at runtime.