Struct CausalAnalyzer 

pub struct CausalAnalyzer { /* private fields */ }

Analyzer for finding causal chains in the knowledge graph

Uses depth-first search with temporal validation to find causal paths.

Implementations

impl CausalAnalyzer

pub fn new(graph: Arc<KnowledgeGraph>) -> Self

Create a new causal analyzer

Arguments

• graph - Reference to the knowledge graph

pub fn with_min_confidence(self, min_confidence: f32) -> Self

Set minimum confidence threshold

pub fn with_min_causal_strength(self, min_causal_strength: f32) -> Self

Set minimum causal strength threshold

pub fn with_temporal_consistency(self, required: bool) -> Self

Enable/disable temporal consistency requirement

pub fn find_causal_chains( &self, cause: &EntityId, effect: &EntityId, max_depth: usize, ) -> Result<Vec<CausalChain>>

Find all causal chains between cause and effect

Arguments

• cause - Starting entity ID
• effect - Target entity ID
• max_depth - Maximum chain length (number of steps)

Returns

Vector of causal chains, sorted by confidence (highest first)