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GraphStore

Struct GraphStore 

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

In-memory knowledge graph supporting entities, relationships, BFS/DFS, shortest-path, weighted shortest-path, and graph analytics.

§Guarantees

  • Thread-safe via Arc<Mutex<_>>
  • BFS/DFS are non-recursive (stack-safe)
  • Shortest-path is hop-count based (BFS)
  • Weighted shortest-path uses Dijkstra’s algorithm

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impl GraphStore

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pub fn new() -> Self

Create a new, empty graph store.

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pub fn add_entity(&self, entity: Entity) -> Result<(), AgentRuntimeError>

Add an entity to the graph.

If an entity with the same ID already exists, it is replaced.

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pub fn get_entity(&self, id: &EntityId) -> Result<Entity, AgentRuntimeError>

Retrieve an entity by ID.

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pub fn add_relationship( &self, rel: Relationship, ) -> Result<(), AgentRuntimeError>

Add a directed relationship between two existing entities.

Both source and target entities must already exist in the graph.

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pub fn remove_entity(&self, id: &EntityId) -> Result<(), AgentRuntimeError>

Remove an entity and all relationships involving it.

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pub fn bfs(&self, start: &EntityId) -> Result<Vec<EntityId>, AgentRuntimeError>

Breadth-first search starting from start.

Returns entity IDs in BFS discovery order (not including the start node).

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pub fn dfs(&self, start: &EntityId) -> Result<Vec<EntityId>, AgentRuntimeError>

Depth-first search starting from start.

Returns entity IDs in DFS discovery order (not including the start node).

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pub fn shortest_path( &self, from: &EntityId, to: &EntityId, ) -> Result<Option<Vec<EntityId>>, AgentRuntimeError>

Find the shortest path (by hop count) between from and to.

§Returns
  • Some(path) — ordered list of EntityIds from from to to (inclusive)
  • None — no path exists
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pub fn shortest_path_weighted( &self, from: &EntityId, to: &EntityId, ) -> Result<Option<(Vec<EntityId>, f32)>, AgentRuntimeError>

Find the shortest weighted path between from and to using Dijkstra’s algorithm.

Uses Relationship::weight as edge cost. Negative weights are not supported and will cause this method to return an error.

§Returns
  • Ok(Some((path, total_weight))) — the shortest path and its total weight
  • Ok(None) — no path exists between from and to
  • Err(...) — either entity not found, or a negative edge weight was encountered
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pub fn transitive_closure( &self, start: &EntityId, ) -> Result<HashSet<EntityId>, AgentRuntimeError>

Compute the transitive closure: all entities reachable from start.

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pub fn entity_count(&self) -> Result<usize, AgentRuntimeError>

Return the number of entities in the graph.

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pub fn relationship_count(&self) -> Result<usize, AgentRuntimeError>

Return the number of relationships in the graph.

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pub fn degree_centrality( &self, ) -> Result<HashMap<EntityId, f32>, AgentRuntimeError>

Compute normalized degree centrality for each entity. Degree = (in_degree + out_degree) / (n - 1), or 0.0 if n <= 1.

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pub fn betweenness_centrality( &self, ) -> Result<HashMap<EntityId, f32>, AgentRuntimeError>

Compute normalized betweenness centrality for each entity. Uses Brandes’ algorithm with hop-count BFS.

§Complexity

O(V * E) time. Not suitable for very large graphs (>1000 nodes).

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pub fn label_propagation_communities( &self, max_iterations: usize, ) -> Result<HashMap<EntityId, usize>, AgentRuntimeError>

Detect communities using label propagation. Each entity starts as its own community. In each iteration, each entity adopts the most frequent label among its neighbours. Returns a map of entity ID → community ID (usize).

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pub fn subgraph( &self, node_ids: &[EntityId], ) -> Result<GraphStore, AgentRuntimeError>

Extract a subgraph containing only the specified entities and the relationships between them.

Trait Implementations§

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impl Clone for GraphStore

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fn clone(&self) -> GraphStore

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for GraphStore

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

Formats the value using the given formatter. Read more
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impl Default for GraphStore

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fn default() -> Self

Returns the “default value” for a type. Read more

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fn borrow_mut(&mut self) -> &mut T

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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