//! A graph module for use in dataflow, region resolution, and elsewhere. //! //! # Interface details //! //! You customize the graph by specifying a "node data" type `N` and an //! "edge data" type `E`. You can then later gain access (mutable or //! immutable) to these "user-data" bits. Currently, you can only add //! nodes or edges to the graph. You cannot remove or modify them once //! added. This could be changed if we have a need. //! //! # Implementation details //! //! The main tricky thing about this code is the way that edges are //! stored. The edges are stored in a central array, but they are also //! threaded onto two linked lists for each node, one for incoming edges //! and one for outgoing edges. Note that every edge is a member of some //! incoming list and some outgoing list. Basically you can load the //! first index of the linked list from the node data structures (the //! field `first_edge`) and then, for each edge, load the next index from //! the field `next_edge`). Each of those fields is an array that should //! be indexed by the direction (see the type `Direction`). use crate::bit_set::BitSet; use crate::snapshot_vec::{SnapshotVec, SnapshotVecDelegate}; use std::fmt::Debug; use std::usize; #[cfg(test)] mod tests; pub struct Graph { nodes: SnapshotVec>, edges: SnapshotVec>, } pub struct Node { first_edge: [EdgeIndex; 2], // see module comment pub data: N, } #[derive(Debug)] pub struct Edge { next_edge: [EdgeIndex; 2], // see module comment source: NodeIndex, target: NodeIndex, pub data: E, } impl SnapshotVecDelegate for Node { type Value = Node; type Undo = (); fn reverse(_: &mut Vec>, _: ()) {} } impl SnapshotVecDelegate for Edge { type Value = Edge; type Undo = (); fn reverse(_: &mut Vec>, _: ()) {} } #[derive(Copy, Clone, PartialEq, Eq, Debug, Hash)] pub struct NodeIndex(pub usize); #[derive(Copy, Clone, PartialEq, Eq, Debug, Hash)] pub struct EdgeIndex(pub usize); pub const INVALID_EDGE_INDEX: EdgeIndex = EdgeIndex(usize::MAX); // Use a private field here to guarantee no more instances are created: #[derive(Copy, Clone, Debug, PartialEq)] pub struct Direction { repr: usize, } pub const OUTGOING: Direction = Direction { repr: 0 }; pub const INCOMING: Direction = Direction { repr: 1 }; impl NodeIndex { /// Returns unique ID (unique with respect to the graph holding associated node). pub fn node_id(self) -> usize { self.0 } } impl Graph { pub fn new() -> Graph { Graph { nodes: SnapshotVec::new(), edges: SnapshotVec::new(), } } pub fn with_capacity(nodes: usize, edges: usize) -> Graph { Graph { nodes: SnapshotVec::with_capacity(nodes), edges: SnapshotVec::with_capacity(edges), } } // # Simple accessors #[inline] pub fn all_nodes(&self) -> &[Node] { &self.nodes } #[inline] pub fn len_nodes(&self) -> usize { self.nodes.len() } #[inline] pub fn all_edges(&self) -> &[Edge] { &self.edges } #[inline] pub fn len_edges(&self) -> usize { self.edges.len() } // # Node construction pub fn next_node_index(&self) -> NodeIndex { NodeIndex(self.nodes.len()) } pub fn add_node(&mut self, data: N) -> NodeIndex { let idx = self.next_node_index(); self.nodes.push(Node { first_edge: [INVALID_EDGE_INDEX, INVALID_EDGE_INDEX], data, }); idx } pub fn mut_node_data(&mut self, idx: NodeIndex) -> &mut N { &mut self.nodes[idx.0].data } pub fn node_data(&self, idx: NodeIndex) -> &N { &self.nodes[idx.0].data } pub fn node(&self, idx: NodeIndex) -> &Node { &self.nodes[idx.0] } // # Edge construction and queries pub fn next_edge_index(&self) -> EdgeIndex { EdgeIndex(self.edges.len()) } pub fn add_edge(&mut self, source: NodeIndex, target: NodeIndex, data: E) -> EdgeIndex { debug!("graph: add_edge({:?}, {:?}, {:?})", source, target, data); let idx = self.next_edge_index(); // read current first of the list of edges from each node let source_first = self.nodes[source.0].first_edge[OUTGOING.repr]; let target_first = self.nodes[target.0].first_edge[INCOMING.repr]; // create the new edge, with the previous firsts from each node // as the next pointers self.edges.push(Edge { next_edge: [source_first, target_first], source, target, data, }); // adjust the firsts for each node target be the next object. self.nodes[source.0].first_edge[OUTGOING.repr] = idx; self.nodes[target.0].first_edge[INCOMING.repr] = idx; idx } pub fn edge(&self, idx: EdgeIndex) -> &Edge { &self.edges[idx.0] } // # Iterating over nodes, edges pub fn enumerated_nodes(&self) -> impl Iterator)> { self.nodes .iter() .enumerate() .map(|(idx, n)| (NodeIndex(idx), n)) } pub fn enumerated_edges(&self) -> impl Iterator)> { self.edges .iter() .enumerate() .map(|(idx, e)| (EdgeIndex(idx), e)) } pub fn each_node<'a>(&'a self, mut f: impl FnMut(NodeIndex, &'a Node) -> bool) -> bool { //! Iterates over all edges defined in the graph. self.enumerated_nodes() .all(|(node_idx, node)| f(node_idx, node)) } pub fn each_edge<'a>(&'a self, mut f: impl FnMut(EdgeIndex, &'a Edge) -> bool) -> bool { //! Iterates over all edges defined in the graph self.enumerated_edges() .all(|(edge_idx, edge)| f(edge_idx, edge)) } pub fn outgoing_edges(&self, source: NodeIndex) -> AdjacentEdges<'_, N, E> { self.adjacent_edges(source, OUTGOING) } pub fn incoming_edges(&self, source: NodeIndex) -> AdjacentEdges<'_, N, E> { self.adjacent_edges(source, INCOMING) } pub fn adjacent_edges( &self, source: NodeIndex, direction: Direction ) -> AdjacentEdges<'_, N, E> { let first_edge = self.node(source).first_edge[direction.repr]; AdjacentEdges { graph: self, direction, next: first_edge, } } pub fn successor_nodes<'a>( &'a self, source: NodeIndex, ) -> impl Iterator + 'a { self.outgoing_edges(source).targets() } pub fn predecessor_nodes<'a>( &'a self, target: NodeIndex, ) -> impl Iterator + 'a { self.incoming_edges(target).sources() } pub fn depth_traverse( &self, start: NodeIndex, direction: Direction, ) -> DepthFirstTraversal<'_, N, E> { DepthFirstTraversal::with_start_node(self, start, direction) } pub fn nodes_in_postorder( &self, direction: Direction, entry_node: NodeIndex, ) -> Vec { let mut visited = BitSet::new_empty(self.len_nodes()); let mut stack = vec![]; let mut result = Vec::with_capacity(self.len_nodes()); let mut push_node = |stack: &mut Vec<_>, node: NodeIndex| { if visited.insert(node.0) { stack.push((node, self.adjacent_edges(node, direction))); } }; for node in Some(entry_node) .into_iter() .chain(self.enumerated_nodes().map(|(node, _)| node)) { push_node(&mut stack, node); while let Some((node, mut iter)) = stack.pop() { if let Some((_, child)) = iter.next() { let target = child.source_or_target(direction); // the current node needs more processing, so // add it back to the stack stack.push((node, iter)); // and then push the new node push_node(&mut stack, target); } else { result.push(node); } } } assert_eq!(result.len(), self.len_nodes()); result } } // # Iterators pub struct AdjacentEdges<'g, N, E> { graph: &'g Graph, direction: Direction, next: EdgeIndex, } impl<'g, N: Debug, E: Debug> AdjacentEdges<'g, N, E> { fn targets(self) -> impl Iterator + 'g { self.into_iter().map(|(_, edge)| edge.target) } fn sources(self) -> impl Iterator + 'g { self.into_iter().map(|(_, edge)| edge.source) } } impl<'g, N: Debug, E: Debug> Iterator for AdjacentEdges<'g, N, E> { type Item = (EdgeIndex, &'g Edge); fn next(&mut self) -> Option<(EdgeIndex, &'g Edge)> { let edge_index = self.next; if edge_index == INVALID_EDGE_INDEX { return None; } let edge = self.graph.edge(edge_index); self.next = edge.next_edge[self.direction.repr]; Some((edge_index, edge)) } fn size_hint(&self) -> (usize, Option) { // At most, all the edges in the graph. (0, Some(self.graph.len_edges())) } } pub struct DepthFirstTraversal<'g, N, E> { graph: &'g Graph, stack: Vec, visited: BitSet, direction: Direction, } impl<'g, N: Debug, E: Debug> DepthFirstTraversal<'g, N, E> { pub fn with_start_node( graph: &'g Graph, start_node: NodeIndex, direction: Direction, ) -> Self { let mut visited = BitSet::new_empty(graph.len_nodes()); visited.insert(start_node.node_id()); DepthFirstTraversal { graph, stack: vec![start_node], visited, direction, } } fn visit(&mut self, node: NodeIndex) { if self.visited.insert(node.node_id()) { self.stack.push(node); } } } impl<'g, N: Debug, E: Debug> Iterator for DepthFirstTraversal<'g, N, E> { type Item = NodeIndex; fn next(&mut self) -> Option { let next = self.stack.pop(); if let Some(idx) = next { for (_, edge) in self.graph.adjacent_edges(idx, self.direction) { let target = edge.source_or_target(self.direction); self.visit(target); } } next } fn size_hint(&self) -> (usize, Option) { // We will visit every node in the graph exactly once. let remaining = self.graph.len_nodes() - self.visited.count(); (remaining, Some(remaining)) } } impl<'g, N: Debug, E: Debug> ExactSizeIterator for DepthFirstTraversal<'g, N, E> {} impl Edge { pub fn source(&self) -> NodeIndex { self.source } pub fn target(&self) -> NodeIndex { self.target } pub fn source_or_target(&self, direction: Direction) -> NodeIndex { if direction == OUTGOING { self.target } else { self.source } } }