1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44
//! Spectre is a small toolkit for analysing p2p network graphs, though it can also apply more generally
//! to undirected graphs.
//!
//! # Basic usage
//!
//! The library is centered around the [`Graph`](graph::Graph) structure which can be constructed
//! from one or more [`Edge`](edge::Edge) instances. Once constructed, various measurements and
//! matrix representations of the graph can be computed.
//!
//! ```rust
//! use std::net::SocketAddr;
//!
//! use spectre::edge::Edge;
//! use spectre::graph::Graph;
//!
//! // Construct the graph instance.
//! let mut graph = Graph::new();
//!
//! // Create some addresses to be part of a network topology.
//! let addrs: Vec<SocketAddr> = (0..3)
//! .map(|i| format!("127.0.0.1:{i}").parse().unwrap())
//! .collect();
//! let (a, b, c) = (addrs[0], addrs[1], addrs[2]);
//!
//! // Insert some edges, note the IDs can be any type that is `Copy + Eq + Hash + Ord`.
//! graph.insert(Edge::new(a, b));
//! graph.insert(Edge::new(a, c));
//!
//! // Compute some metrics on that state of the graph.
//! let density = graph.density();
//! let degree_centrality_delta = graph.degree_centrality_delta();
//!
//! // Matrices can be pretty printed...
//! println!("{}", graph.laplacian_matrix());
//! // ...outputs:
//! // ┌ ┐
//! // │ 2 -1 -1 │
//! // │ -1 1 0 │
//! // │ -1 0 1 │
//! // └ ┘
//! ```
pub mod edge;
pub mod graph;