Add crate documentation

This commit is contained in:
Owen Troke-Billard 2024-09-16 15:11:00 -06:00
parent f9a8516ecc
commit 4673824f43
4 changed files with 67 additions and 2 deletions

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@ -64,7 +64,7 @@ where
DefaultVf2Builder::new(Problem::InducedSubgraphIsomorphism, query, data)
}
/// A VF2 builder.
/// A VF2 builder used to configure the algorithm.
#[derive(Copy, Clone, Debug, Eq, PartialEq)]
pub struct Vf2Builder<'a, Query, Data, NodeEq, EdgeEq> {
/// Problem type.

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@ -38,7 +38,7 @@ pub trait Graph {
/// A node index.
pub type NodeIndex = usize;
/// Edge direction.
/// Edge direction, either outgoing or incoming.
#[derive(Copy, Clone, Debug, Eq, PartialEq)]
pub enum Direction {
Outgoing,

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@ -3,6 +3,9 @@ use crate::{Graph, Isomorphism};
use std::fmt::Debug;
/// An isomorphism iterator.
///
/// This traverses the state space representation and yields
/// isomorphisms as they are found.
#[derive(Clone, Debug)]
pub struct IsomorphismIter<'a, Query, Data, NodeEq, EdgeEq> {
state: State<'a, Query, Data, NodeEq, EdgeEq>,

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@ -1,3 +1,65 @@
//! This crate implements the VF2 subgraph isomorphism algorithm.
//! It can find
//! [graph isomorphisms](https://en.wikipedia.org/wiki/Graph_isomorphism),
//! [subgraph isomorphisms](https://en.wikipedia.org/wiki/Subgraph_isomorphism_problem),
//! and [induced subgraph isomorphisms](https://en.wikipedia.org/wiki/Induced_subgraph_isomorphism_problem).
//! Graphs can be directed or undirected.
//!
//! See the [repository](https://github.com/OwenTrokeBillard/vf2) for more information.
//!
//! # Instructions
//!
//! Create your query and data graphs with [petgraph](https://github.com/petgraph/petgraph)
//! or any library that implements the [Graph] trait. Then, call one of the following
//! functions based on the problem type:
//! - Graph isomorphisms: [`isomorphisms`].
//! - Subgraph isomorphisms: [`subgraph_isomorphisms`].
//! - Induced subgraph isomorphisms: [`induced_subgraph_isomorphisms`].
//!
//! These return a [`Vf2Builder`] with the algorithm configured.
//! Next, call one of the following to enumerate the isomorphisms:
//! - First isomorphism: [`first`](Vf2Builder::first).
//! - Vector of isomorphisms: [`vec`](Vf2Builder::vec).
//! - Iterator of isomorphisms: [`iter`](Vf2Builder::iter).
//!
//! Filling a vector can consume a significant amount of memory.
//! Use the iterator to inspect isomorphisms as they are found.
//! For even better performance, call [`next_ref`](IsomorphismIter::next_ref)
//! to avoid cloning each isomorphism.
//!
//! You can configure the node and edge equality functions on the builder
//! with [`node_eq`](Vf2Builder::node_eq) and [`edge_eq`](Vf2Builder::edge_eq),
//! respectively.
//!
//! # Example
//!
//! This example shows how to find subgraph isomorphisms.
//!
//! ```
//! use petgraph::data::{Element, FromElements};
//! use petgraph::graph::DiGraph;
//!
//! // Create query graph.
//! let query = DiGraph::<i32, ()>::from_elements([
//! Element::Node { weight: 0, },
//! Element::Node { weight: 1, },
//! Element::Edge { source: 0, target: 1, weight: () },
//! ]);
//!
//! // Create data graph.
//! let data = DiGraph::<i32, ()>::from_elements([
//! Element::Node { weight: 0, },
//! Element::Node { weight: 1, },
//! Element::Node { weight: 2, },
//! Element::Edge { source: 0, target: 1, weight: () },
//! Element::Edge { source: 1, target: 2, weight: () },
//! ]);
//!
//! // Find subgraph isomorphisms.
//! let isomorphisms = vf2::subgraph_isomorphisms(&query, &data).vec();
//! assert_eq!(isomorphisms, vec![vec![0, 1], vec![1, 2]]);
//! ```
mod builder;
mod graph;
mod isomorphism;