// Copyright ©2014 The Gonum Authors. All rights reserved. // Use of this source code is governed by a BSD-style // license that can be found in the LICENSE file. package multi import ( "fmt" "gonum.org/v1/gonum/graph" "gonum.org/v1/gonum/graph/internal/uid" "gonum.org/v1/gonum/graph/iterator" ) var ( wdg *WeightedDirectedGraph _ graph.Graph = wdg _ graph.Weighted = wdg _ graph.Directed = wdg _ graph.WeightedDirected = wdg _ graph.Multigraph = wdg _ graph.DirectedMultigraph = wdg _ graph.WeightedDirectedMultigraph = wdg _ graph.NodeAdder = wdg _ graph.NodeRemover = wdg _ graph.WeightedLineAdder = wdg _ graph.LineRemover = wdg ) // WeightedDirectedGraph implements a generalized directed graph. type WeightedDirectedGraph struct { // EdgeWeightFunc is used to provide // the WeightFunc function for WeightedEdge // values returned by the graph. // WeightFunc must accept a nil input. EdgeWeightFunc func(graph.WeightedLines) float64 nodes map[int64]graph.Node from map[int64]map[int64]map[int64]graph.WeightedLine to map[int64]map[int64]map[int64]graph.WeightedLine nodeIDs uid.Set lineIDs uid.Set } // NewWeightedDirectedGraph returns a WeightedDirectedGraph. func NewWeightedDirectedGraph() *WeightedDirectedGraph { return &WeightedDirectedGraph{ nodes: make(map[int64]graph.Node), from: make(map[int64]map[int64]map[int64]graph.WeightedLine), to: make(map[int64]map[int64]map[int64]graph.WeightedLine), nodeIDs: uid.NewSet(), lineIDs: uid.NewSet(), } } // AddNode adds n to the graph. It panics if the added node ID matches an existing node ID. func (g *WeightedDirectedGraph) AddNode(n graph.Node) { if _, exists := g.nodes[n.ID()]; exists { panic(fmt.Sprintf("simple: node ID collision: %d", n.ID())) } g.nodes[n.ID()] = n g.from[n.ID()] = make(map[int64]map[int64]graph.WeightedLine) g.to[n.ID()] = make(map[int64]map[int64]graph.WeightedLine) g.nodeIDs.Use(n.ID()) } // Edge returns the edge from u to v if such an edge exists and nil otherwise. // The node v must be directly reachable from u as defined by the From method. // The returned graph.Edge is a multi.WeightedEdge if an edge exists. func (g *WeightedDirectedGraph) Edge(uid, vid int64) graph.Edge { return g.WeightedEdge(uid, vid) } // Edges returns all the edges in the graph. Each edge in the returned slice // is a multi.WeightedEdge. func (g *WeightedDirectedGraph) Edges() graph.Edges { if len(g.nodes) == 0 { return graph.Empty } var edges []graph.Edge for _, u := range g.nodes { for _, e := range g.from[u.ID()] { var lines []graph.WeightedLine for _, l := range e { lines = append(lines, l) } if len(lines) != 0 { edges = append(edges, WeightedEdge{ F: g.Node(u.ID()), T: g.Node(lines[0].To().ID()), WeightedLines: iterator.NewOrderedWeightedLines(lines), WeightFunc: g.EdgeWeightFunc, }) } } } if len(edges) == 0 { return graph.Empty } return iterator.NewOrderedEdges(edges) } // From returns all nodes in g that can be reached directly from n. func (g *WeightedDirectedGraph) From(id int64) graph.Nodes { if _, ok := g.from[id]; !ok { return graph.Empty } from := make([]graph.Node, len(g.from[id])) i := 0 for vid := range g.from[id] { from[i] = g.nodes[vid] i++ } if len(from) == 0 { return graph.Empty } return iterator.NewOrderedNodes(from) } // HasEdgeBetween returns whether an edge exists between nodes x and y without // considering direction. func (g *WeightedDirectedGraph) HasEdgeBetween(xid, yid int64) bool { if _, ok := g.from[xid][yid]; ok { return true } _, ok := g.from[yid][xid] return ok } // HasEdgeFromTo returns whether an edge exists in the graph from u to v. func (g *WeightedDirectedGraph) HasEdgeFromTo(uid, vid int64) bool { if _, ok := g.from[uid][vid]; !ok { return false } return true } // Lines returns the lines from u to v if such any such lines exists and nil otherwise. // The node v must be directly reachable from u as defined by the From method. func (g *WeightedDirectedGraph) Lines(uid, vid int64) graph.Lines { edge := g.from[uid][vid] if len(edge) == 0 { return graph.Empty } var lines []graph.Line for _, l := range edge { lines = append(lines, l) } return iterator.NewOrderedLines(lines) } // NewNode returns a new unique Node to be added to g. The Node's ID does // not become valid in g until the Node is added to g. func (g *WeightedDirectedGraph) NewNode() graph.Node { if len(g.nodes) == 0 { return Node(0) } if int64(len(g.nodes)) == uid.Max { panic("simple: cannot allocate node: no slot") } return Node(g.nodeIDs.NewID()) } // NewWeightedLine returns a new WeightedLine from the source to the destination node. // The returned WeightedLine will have a graph-unique ID. // The Line's ID does not become valid in g until the Line is added to g. func (g *WeightedDirectedGraph) NewWeightedLine(from, to graph.Node, weight float64) graph.WeightedLine { return &WeightedLine{F: from, T: to, W: weight, UID: g.lineIDs.NewID()} } // Node returns the node with the given ID if it exists in the graph, // and nil otherwise. func (g *WeightedDirectedGraph) Node(id int64) graph.Node { return g.nodes[id] } // Nodes returns all the nodes in the graph. func (g *WeightedDirectedGraph) Nodes() graph.Nodes { if len(g.nodes) == 0 { return graph.Empty } nodes := make([]graph.Node, len(g.nodes)) i := 0 for _, n := range g.nodes { nodes[i] = n i++ } return iterator.NewOrderedNodes(nodes) } // RemoveLine removes the line with the given end point and line IDs from the graph, // leaving the terminal nodes. If the line does not exist it is a no-op. func (g *WeightedDirectedGraph) RemoveLine(fid, tid, id int64) { if _, ok := g.nodes[fid]; !ok { return } if _, ok := g.nodes[tid]; !ok { return } delete(g.from[fid][tid], id) if len(g.from[fid][tid]) == 0 { delete(g.from[fid], tid) } delete(g.to[tid][fid], id) if len(g.to[tid][fid]) == 0 { delete(g.to[tid], fid) } g.lineIDs.Release(id) } // RemoveNode removes the node with the given ID from the graph, as well as any edges attached // to it. If the node is not in the graph it is a no-op. func (g *WeightedDirectedGraph) RemoveNode(id int64) { if _, ok := g.nodes[id]; !ok { return } delete(g.nodes, id) for from := range g.from[id] { delete(g.to[from], id) } delete(g.from, id) for to := range g.to[id] { delete(g.from[to], id) } delete(g.to, id) g.nodeIDs.Release(id) } // SetWeightedLine adds l, a line from one node to another. If the nodes do not exist, they are added // and are set to the nodes of the line otherwise. func (g *WeightedDirectedGraph) SetWeightedLine(l graph.WeightedLine) { var ( from = l.From() fid = from.ID() to = l.To() tid = to.ID() lid = l.ID() ) if _, ok := g.nodes[fid]; !ok { g.AddNode(from) } else { g.nodes[fid] = from } if g.from[fid][tid] == nil { g.from[fid][tid] = make(map[int64]graph.WeightedLine) } if _, ok := g.nodes[tid]; !ok { g.AddNode(to) } else { g.nodes[tid] = to } if g.to[tid][fid] == nil { g.to[tid][fid] = make(map[int64]graph.WeightedLine) } g.from[fid][tid][lid] = l g.to[tid][fid][lid] = l g.lineIDs.Use(l.ID()) } // To returns all nodes in g that can reach directly to n. func (g *WeightedDirectedGraph) To(id int64) graph.Nodes { if _, ok := g.from[id]; !ok { return graph.Empty } to := make([]graph.Node, len(g.to[id])) i := 0 for uid := range g.to[id] { to[i] = g.nodes[uid] i++ } if len(to) == 0 { return graph.Empty } return iterator.NewOrderedNodes(to) } // Weight returns the weight for the lines between x and y summarised by the receiver's // EdgeWeightFunc. Weight returns true if an edge exists between x and y, false otherwise. func (g *WeightedDirectedGraph) Weight(uid, vid int64) (w float64, ok bool) { lines := g.WeightedLines(uid, vid) return WeightedEdge{WeightedLines: lines, WeightFunc: g.EdgeWeightFunc}.Weight(), lines != nil } // WeightedEdge returns the weighted edge from u to v if such an edge exists and nil otherwise. // The node v must be directly reachable from u as defined by the From method. // The returned graph.WeightedEdge is a multi.WeightedEdge if an edge exists. func (g *WeightedDirectedGraph) WeightedEdge(uid, vid int64) graph.WeightedEdge { lines := g.WeightedLines(uid, vid) if lines == nil { return nil } return WeightedEdge{ F: g.Node(uid), T: g.Node(vid), WeightedLines: lines, WeightFunc: g.EdgeWeightFunc, } } // WeightedEdges returns all the edges in the graph. Each edge in the returned slice // is a multi.WeightedEdge. func (g *WeightedDirectedGraph) WeightedEdges() graph.WeightedEdges { if len(g.nodes) == 0 { return graph.Empty } var edges []graph.WeightedEdge for _, u := range g.nodes { for _, e := range g.from[u.ID()] { var lines []graph.WeightedLine for _, l := range e { lines = append(lines, l) } if len(lines) != 0 { edges = append(edges, WeightedEdge{ F: g.Node(u.ID()), T: g.Node(lines[0].To().ID()), WeightedLines: iterator.NewOrderedWeightedLines(lines), WeightFunc: g.EdgeWeightFunc, }) } } } if len(edges) == 0 { return graph.Empty } return iterator.NewOrderedWeightedEdges(edges) } // WeightedLines returns the weighted lines from u to v if such any such lines exists // and nil otherwise. The node v must be directly reachable from u as defined by the From method. func (g *WeightedDirectedGraph) WeightedLines(uid, vid int64) graph.WeightedLines { edge := g.from[uid][vid] if len(edge) == 0 { return graph.Empty } var lines []graph.WeightedLine for _, l := range edge { lines = append(lines, l) } return iterator.NewOrderedWeightedLines(lines) }