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ProvenanceGraph

entrenar::monitor::inference::provenance

Struct ProvenanceGraph 

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pub struct ProvenanceGraph { /* private fields */ }
Expand description

Provenance graph for causal analysis

§Features

  • DAG structure for causal relationships
  • Backward traversal for root cause analysis
  • Anomaly detection in decision chains

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impl ProvenanceGraph

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pub fn new() -> Self

Create a new empty graph

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pub fn add_node(&mut self, node: ProvenanceNode) -> NodeId

Add a node to the graph

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pub fn add_edge(&mut self, edge: ProvenanceEdge)

Add an edge to the graph

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pub fn get_node(&self, id: NodeId) -> Option<&ProvenanceNode>

Get a node by ID

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pub fn nodes(&self) -> &HashMap<NodeId, ProvenanceNode>

Get all nodes

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pub fn edges(&self) -> &[ProvenanceEdge]

Get all edges

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pub fn incoming_edges(&self, id: NodeId) -> Vec<&ProvenanceEdge>

Get incoming edges for a node

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pub fn outgoing_edges(&self, id: NodeId) -> Vec<&ProvenanceEdge>

Get outgoing edges for a node

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pub fn predecessors(&self, id: NodeId) -> Vec<NodeId> ⓘ

Get predecessor nodes

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pub fn successors(&self, id: NodeId) -> Vec<NodeId> ⓘ

Get successor nodes

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pub fn node_count(&self) -> usize

Number of nodes

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pub fn edge_count(&self) -> usize

Number of edges

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pub fn add_inference<P: DecisionPath>( &mut self, trace: &DecisionTrace<P>, model_id: &str, model_version: &str, ) -> NodeId

Add an inference node from a decision trace

Trait Implementations§

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impl Default for ProvenanceGraph

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fn default() -> Self

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