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/*
* Copyright (c) 2019 Frank Fischer <frank-fischer@shadow-soft.de>
*
* This program is free software: you can redistribute it and/or
* modify it under the terms of the GNU General Public License as
* published by the Free Software Foundation, either version 3 of the
* License, or (at your option) any later version.
*
* This program is distributed in the hope that it will be useful, but
* WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
* General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <http://www.gnu.org/licenses/>
*/
//! # Graph search algorithms.
//!
//! This module contains several standard search algorithms on graphs. These are
//! algorithms that visit the nodes of a graph in some specific order.
//!
//! All search algorithms are implemented as iterators. The iterators produce a
//! sequence of nodes (together with algorithm specific additional information)
//! in the order in which they are visited by the particular search strategy.
//! This allows search algorithms to be used on infinite graphs (represented by
//! implementors of [`Adjacencies`][crate::adjacencies::Adjacencies]), in which
//! case the iterator is infinite.
use Iterator;
use PhantomData;
/// Compute a path from a map of incoming edges for each node.
///
/// # Parameters
/// - `dst`: the destination node
/// - `incomings(v)`: return the incoming edge and preceding node for node `v`
/// (or `None` if it does not exist)
///
/// # Return
/// An iterator over the incoming edges starting from the last one.
///
/// # Example
///
/// ```
/// // Breadth-first-search on a directed with 7 nodes.
///
/// use rs_graph::LinkedListGraph;
/// use rs_graph::traits::*;
/// use rs_graph::classes;
/// use rs_graph::search::{path_from_incomings, bfs};
/// use std::collections::{HashMap, VecDeque};
///
/// let g: LinkedListGraph = classes::cycle(7);
///
/// let mut incomings = HashMap::new();
/// let mut bfs = bfs::start_with_data(g.outgoing(), g.id2node(0), (&mut incomings, VecDeque::new()));
/// for _ in bfs {}
///
/// {
/// let mut path = path_from_incomings(g.id2node(3), |u| incomings.get(&u).map(|&e| (e, g.src(e))));
///
/// assert_eq!(path.next().map(|e| g.edge_id(e)), Some(2));
/// assert_eq!(path.next().map(|e| g.edge_id(e)), Some(1));
/// assert_eq!(path.next().map(|e| g.edge_id(e)), Some(0));
/// assert_eq!(path.next().map(|e| g.edge_id(e)), None);
/// }
///
/// {
/// let mut path = path_from_incomings(g.id2node(4), |u| incomings.get(&u).map(|&e| (e, g.src(e))));
///
/// assert_eq!(path.next().map(|e| g.edge_id(e)), Some(3));
/// assert_eq!(path.next().map(|e| g.edge_id(e)), Some(2));
/// assert_eq!(path.next().map(|e| g.edge_id(e)), Some(1));
/// assert_eq!(path.next().map(|e| g.edge_id(e)), Some(0));
/// assert_eq!(path.next().map(|e| g.edge_id(e)), None);
/// }
/// ```
,