Struct MotifDetection 

pub struct MotifDetection { /* private fields */ }

Motif detection kernel.

Counts occurrences of small subgraph patterns.

Implementations

impl MotifDetection

pub fn new() -> Self

Create a new motif detection kernel.

pub fn count_triads(graph: &CsrGraph) -> MotifResult

Count 3-node motifs (triads) in the graph.

pub fn classify_triad(graph: &CsrGraph, nodes: [u64; 3]) -> TriadType

Classify a triad (set of 3 nodes) by its structure.

Trait Implementations

impl Clone for MotifDetection

fn clone(&self) -> MotifDetection

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for MotifDetection

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

Formats the value using the given formatter.

impl Default for MotifDetection

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for MotifDetection

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.