// Copyright ©2015 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 path import ( "math" "golang.org/x/exp/rand" "gonum.org/v1/gonum/graph" "gonum.org/v1/gonum/graph/simple" ) // JohnsonAllPaths returns a shortest-path tree for shortest paths in the graph g. // If the graph does not implement graph.Weighter, UniformCost is used. // // The time complexity of JohnsonAllPaths is O(|V|.|E|+|V|^2.log|V|). func JohnsonAllPaths(g graph.Graph) (paths AllShortest, ok bool) { jg := johnsonWeightAdjuster{ g: g, from: g.From, edgeTo: g.Edge, } if wg, ok := g.(graph.Weighted); ok { jg.weight = wg.Weight } else { jg.weight = UniformCost(g) } paths = newAllShortest(g.Nodes(), false) sign := int64(-1) for { // Choose a random node ID until we find // one that is not in g. jg.q = sign * rand.Int63() if _, exists := paths.indexOf[jg.q]; !exists { break } sign *= -1 } jg.bellmanFord = true jg.adjustBy, ok = BellmanFordFrom(johnsonGraphNode(jg.q), jg) if !ok { return paths, false } jg.bellmanFord = false dijkstraAllPaths(jg, paths) for i, u := range paths.nodes { hu := jg.adjustBy.WeightTo(u.ID()) for j, v := range paths.nodes { if i == j { continue } hv := jg.adjustBy.WeightTo(v.ID()) paths.dist.Set(i, j, paths.dist.At(i, j)-hu+hv) } } return paths, ok } type johnsonWeightAdjuster struct { q int64 g graph.Graph from func(id int64) []graph.Node edgeTo func(uid, vid int64) graph.Edge weight Weighting bellmanFord bool adjustBy Shortest } var ( // johnsonWeightAdjuster has the behaviour // of a directed graph, but we don't need // to be explicit with the type since it // is not exported. _ graph.Graph = johnsonWeightAdjuster{} _ graph.Weighted = johnsonWeightAdjuster{} ) func (g johnsonWeightAdjuster) Has(id int64) bool { if g.bellmanFord && id == g.q { return true } return g.g.Has(id) } func (g johnsonWeightAdjuster) Nodes() []graph.Node { if g.bellmanFord { return append(g.g.Nodes(), johnsonGraphNode(g.q)) } return g.g.Nodes() } func (g johnsonWeightAdjuster) From(id int64) []graph.Node { if g.bellmanFord && id == g.q { return g.g.Nodes() } return g.from(id) } func (g johnsonWeightAdjuster) WeightedEdge(_, _ int64) graph.WeightedEdge { panic("path: unintended use of johnsonWeightAdjuster") } func (g johnsonWeightAdjuster) Edge(uid, vid int64) graph.Edge { if g.bellmanFord && uid == g.q && g.g.Has(vid) { return simple.Edge{F: johnsonGraphNode(g.q), T: simple.Node(vid)} } return g.edgeTo(uid, vid) } func (g johnsonWeightAdjuster) Weight(xid, yid int64) (w float64, ok bool) { if g.bellmanFord { switch g.q { case xid: return 0, true case yid: return math.Inf(1), false default: return g.weight(xid, yid) } } w, ok = g.weight(xid, yid) return w + g.adjustBy.WeightTo(xid) - g.adjustBy.WeightTo(yid), ok } func (johnsonWeightAdjuster) HasEdgeBetween(_, _ int64) bool { panic("path: unintended use of johnsonWeightAdjuster") } type johnsonGraphNode int64 func (n johnsonGraphNode) ID() int64 { return int64(n) }