Struct CausalGraphConstruction 

pub struct CausalGraphConstruction { /* private fields */ }

Causal graph construction kernel.

Builds a directed acyclic graph (DAG) representing causal relationships between event types based on temporal patterns.

Implementations

impl CausalGraphConstruction

pub fn new() -> Self

Create a new causal graph construction kernel.

pub fn compute(events: &[UserEvent], config: &CausalConfig) -> CausalGraphResult

Construct a causal graph from events.

Arguments

• events - Events to analyze
• config - Graph construction configuration

pub fn calculate_impact( graph: &CausalGraphResult, event_type: &str, ) -> CausalImpact

Calculate causal impact of a specific event type.

Trait Implementations

impl Clone for CausalGraphConstruction

fn clone(&self) -> CausalGraphConstruction

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for CausalGraphConstruction

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

Formats the value using the given formatter.

impl Default for CausalGraphConstruction

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for CausalGraphConstruction

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.