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GraphMetrics

batuta::stack::diagnostics

Struct GraphMetrics 

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pub struct GraphMetrics {
    pub pagerank: HashMap<String, f64>,
    pub betweenness: HashMap<String, f64>,
    pub clustering: HashMap<String, f64>,
    pub communities: HashMap<String, usize>,
    pub depth_map: HashMap<String, u32>,
    pub total_nodes: usize,
    pub total_edges: usize,
    pub density: f64,
    pub avg_degree: f64,
    pub max_depth: u32,
}
Expand description

Computed graph-level metrics

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§pagerank: HashMap<String, f64>

PageRank scores by node

§betweenness: HashMap<String, f64>

Betweenness centrality by node

§clustering: HashMap<String, f64>

Clustering coefficient by node

§communities: HashMap<String, usize>

Community assignments (node -> community_id)

§depth_map: HashMap<String, u32>

Depth from root nodes

§total_nodes: usize

Total nodes in graph

§total_edges: usize

Total edges in graph

§density: f64

Graph density (edges / possible edges)

§avg_degree: f64

Average degree

§max_depth: u32

Maximum depth

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impl GraphMetrics

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pub fn top_by_pagerank(&self, n: usize) -> Vec<(&String, f64)>

Get the most critical components by PageRank

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pub fn bottlenecks(&self, threshold: f64) -> Vec<&String>

Get bottleneck components (high betweenness)

Trait Implementations§

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impl Clone for GraphMetrics

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fn clone(&self) -> GraphMetrics

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 GraphMetrics

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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 GraphMetrics

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fn default() -> GraphMetrics

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for GraphMetrics

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for GraphMetrics

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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