// 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" "reflect" "testing" "gonum.org/v1/gonum/graph" "gonum.org/v1/gonum/graph/internal/ordered" "gonum.org/v1/gonum/graph/path/internal/testgraphs" "gonum.org/v1/gonum/graph/simple" "gonum.org/v1/gonum/graph/traverse" ) func TestDijkstraFrom(t *testing.T) { t.Parallel() for _, test := range testgraphs.ShortestPathTests { g := test.Graph() for _, e := range test.Edges { g.SetWeightedEdge(e) } for _, tg := range []struct { typ string g traverse.Graph }{ {"complete", g.(graph.Graph)}, {"incremental", incremental{g.(graph.Weighted)}}, } { var ( pt Shortest panicked bool ) func() { defer func() { panicked = recover() != nil }() pt = DijkstraFrom(test.Query.From(), tg.g) }() if panicked || test.HasNegativeWeight { if !test.HasNegativeWeight { t.Errorf("%q %s: unexpected panic", test.Name, tg.typ) } if !panicked { t.Errorf("%q %s: expected panic for negative edge weight", test.Name, tg.typ) } continue } if pt.From().ID() != test.Query.From().ID() { t.Fatalf("%q %s: unexpected from node ID: got:%d want:%d", test.Name, tg.typ, pt.From().ID(), test.Query.From().ID()) } p, weight := pt.To(test.Query.To().ID()) if weight != test.Weight { t.Errorf("%q %s: unexpected weight from To: got:%f want:%f", test.Name, tg.typ, weight, test.Weight) } if weight := pt.WeightTo(test.Query.To().ID()); weight != test.Weight { t.Errorf("%q %s: unexpected weight from Weight: got:%f want:%f", test.Name, tg.typ, weight, test.Weight) } var got []int64 for _, n := range p { got = append(got, n.ID()) } ok := len(got) == 0 && len(test.WantPaths) == 0 for _, sp := range test.WantPaths { if reflect.DeepEqual(got, sp) { ok = true break } } if !ok { t.Errorf("%q %s: unexpected shortest path:\ngot: %v\nwant from:%v", test.Name, tg.typ, p, test.WantPaths) } np, weight := pt.To(test.NoPathFor.To().ID()) if pt.From().ID() == test.NoPathFor.From().ID() && (np != nil || !math.IsInf(weight, 1)) { t.Errorf("%q %s: unexpected path:\ngot: path=%v weight=%f\nwant:path= weight=+Inf", test.Name, tg.typ, np, weight) } } } } func TestDijkstraAllFrom(t *testing.T) { t.Parallel() for _, test := range testgraphs.ShortestPathTests { g := test.Graph() for _, e := range test.Edges { g.SetWeightedEdge(e) } for _, tg := range []struct { typ string g traverse.Graph }{ {"complete", g.(graph.Graph)}, {"incremental", incremental{g.(graph.Weighted)}}, } { var ( pt ShortestAlts panicked bool ) func() { defer func() { panicked = recover() != nil }() pt = DijkstraAllFrom(test.Query.From(), tg.g) }() if panicked || test.HasNegativeWeight { if !test.HasNegativeWeight { t.Errorf("%q %s: unexpected panic", test.Name, tg.typ) } if !panicked { t.Errorf("%q %s: expected panic for negative edge weight", test.Name, tg.typ) } continue } if pt.From().ID() != test.Query.From().ID() { t.Fatalf("%q %s: unexpected from node ID: got:%d want:%d", test.Name, tg.typ, pt.From().ID(), test.Query.From().ID()) } // Test single path results. p, weight, unique := pt.To(test.Query.To().ID()) if weight != test.Weight { t.Errorf("%q %s: unexpected weight from To: got:%f want:%f", test.Name, tg.typ, weight, test.Weight) } if weight := pt.WeightTo(test.Query.To().ID()); weight != test.Weight { t.Errorf("%q %s: unexpected weight from Weight: got:%f want:%f", test.Name, tg.typ, weight, test.Weight) } var gotPath []int64 for _, n := range p { gotPath = append(gotPath, n.ID()) } ok := len(gotPath) == 0 && len(test.WantPaths) == 0 for _, sp := range test.WantPaths { if reflect.DeepEqual(gotPath, sp) { ok = true break } } if !ok { t.Errorf("%q: unexpected shortest path:\ngot: %v\nwant from:%v", test.Name, p, test.WantPaths) } if unique != test.HasUniquePath { t.Errorf("%q: unexpected uniqueness from To: got:%t want:%t (%d paths)", test.Name, unique, test.HasUniquePath, len(test.WantPaths)) } // Test multiple path results. paths, weight := pt.AllTo(test.Query.To().ID()) if weight != test.Weight { t.Errorf("%q: unexpected weight from AllTo: got:%f want:%f", test.Name, weight, test.Weight) } if weight := pt.WeightTo(test.Query.To().ID()); weight != test.Weight { t.Errorf("%q: unexpected weight from Weight: got:%f want:%f", test.Name, weight, test.Weight) } var gotPaths [][]int64 if len(paths) != 0 { gotPaths = make([][]int64, len(paths)) } for i, p := range paths { for _, v := range p { gotPaths[i] = append(gotPaths[i], v.ID()) } } ordered.BySliceValues(gotPaths) if !reflect.DeepEqual(gotPaths, test.WantPaths) { t.Errorf("testing %q: unexpected shortest paths:\ngot: %v\nwant:%v", test.Name, gotPaths, test.WantPaths) } paths = paths[:0] pt.AllToFunc(test.Query.To().ID(), func(path []graph.Node) { paths = append(paths, append([]graph.Node(nil), path...)) }) if weight != test.Weight { t.Errorf("%q %s: unexpected weight from AllTo: got:%f want:%f", test.Name, tg.typ, weight, test.Weight) } if weight := pt.WeightTo(test.Query.To().ID()); !math.IsInf(test.Weight, -1) && weight != test.Weight { t.Errorf("%q %s: unexpected weight from Weight: got:%f want:%f", test.Name, tg.typ, weight, test.Weight) } gotPaths = nil if len(paths) != 0 { gotPaths = make([][]int64, len(paths)) } for i, p := range paths { for _, v := range p { gotPaths[i] = append(gotPaths[i], v.ID()) } } ordered.BySliceValues(gotPaths) if !reflect.DeepEqual(gotPaths, test.WantPaths) { t.Errorf("testing %q %s: unexpected shortest paths:\ngot: %v\nwant:%v", test.Name, tg.typ, gotPaths, test.WantPaths) } // Test absent paths. np, weight, unique := pt.To(test.NoPathFor.To().ID()) if pt.From().ID() == test.NoPathFor.From().ID() && !(np == nil && math.IsInf(weight, 1) && !unique) { t.Errorf("%q: unexpected path:\ngot: path=%v weight=%f unique=%t\nwant:path= weight=+Inf unique=false", test.Name, np, weight, unique) } } } } type weightedTraverseGraph interface { traverse.Graph Weighted } type incremental struct { weightedTraverseGraph } func TestDijkstraAllPaths(t *testing.T) { t.Parallel() for _, test := range testgraphs.ShortestPathTests { g := test.Graph() for _, e := range test.Edges { g.SetWeightedEdge(e) } var ( pt AllShortest panicked bool ) func() { defer func() { panicked = recover() != nil }() pt = DijkstraAllPaths(g.(graph.Graph)) }() if panicked || test.HasNegativeWeight { if !test.HasNegativeWeight { t.Errorf("%q: unexpected panic", test.Name) } if !panicked { t.Errorf("%q: expected panic for negative edge weight", test.Name) } continue } // Check all random paths returned are OK. for i := 0; i < 10; i++ { p, weight, unique := pt.Between(test.Query.From().ID(), test.Query.To().ID()) if weight != test.Weight { t.Errorf("%q: unexpected weight from Between: got:%f want:%f", test.Name, weight, test.Weight) } if weight := pt.Weight(test.Query.From().ID(), test.Query.To().ID()); weight != test.Weight { t.Errorf("%q: unexpected weight from Weight: got:%f want:%f", test.Name, weight, test.Weight) } if unique != test.HasUniquePath { t.Errorf("%q: unexpected number of paths: got: unique=%t want: unique=%t", test.Name, unique, test.HasUniquePath) } var got []int64 for _, n := range p { got = append(got, n.ID()) } ok := len(got) == 0 && len(test.WantPaths) == 0 for _, sp := range test.WantPaths { if reflect.DeepEqual(got, sp) { ok = true break } } if !ok { t.Errorf("%q: unexpected shortest path:\ngot: %v\nwant from:%v", test.Name, p, test.WantPaths) } } np, weight, unique := pt.Between(test.NoPathFor.From().ID(), test.NoPathFor.To().ID()) if np != nil || !math.IsInf(weight, 1) || unique { t.Errorf("%q: unexpected path:\ngot: path=%v weight=%f unique=%t\nwant:path= weight=+Inf unique=false", test.Name, np, weight, unique) } paths, weight := pt.AllBetween(test.Query.From().ID(), test.Query.To().ID()) if weight != test.Weight { t.Errorf("%q: unexpected weight from Between: got:%f want:%f", test.Name, weight, test.Weight) } var got [][]int64 if len(paths) != 0 { got = make([][]int64, len(paths)) } for i, p := range paths { for _, v := range p { got[i] = append(got[i], v.ID()) } } ordered.BySliceValues(got) if !reflect.DeepEqual(got, test.WantPaths) { t.Errorf("testing %q: unexpected shortest paths:\ngot: %v\nwant:%v", test.Name, got, test.WantPaths) } paths = paths[:0] pt.AllBetweenFunc(test.Query.From().ID(), test.Query.To().ID(), func(path []graph.Node) { paths = append(paths, append([]graph.Node(nil), path...)) }) got = nil if len(paths) != 0 { got = make([][]int64, len(paths)) } for i, p := range paths { for _, v := range p { got[i] = append(got[i], v.ID()) } } ordered.BySliceValues(got) if !reflect.DeepEqual(got, test.WantPaths) { t.Errorf("testing %q: unexpected shortest paths:\ngot: %v\nwant:%v", test.Name, got, test.WantPaths) } nps, weight := pt.AllBetween(test.NoPathFor.From().ID(), test.NoPathFor.To().ID()) if nps != nil || !math.IsInf(weight, 1) { t.Errorf("%q: unexpected path:\ngot: paths=%v weight=%f\nwant:path= weight=+Inf", test.Name, nps, weight) } } } func TestAllShortestAbsentNode(t *testing.T) { t.Parallel() g := simple.NewUndirectedGraph() g.SetEdge(simple.Edge{F: simple.Node(1), T: simple.Node(2)}) paths := DijkstraAllPaths(g) // Confirm we have a good paths tree. if _, cost := paths.AllBetween(1, 2); cost != 1 { t.Errorf("unexpected cost between existing nodes: got:%v want:1", cost) } gotPath, cost, unique := paths.Between(0, 0) if cost != 0 { t.Errorf("unexpected cost from absent node to itself: got:%v want:0", cost) } if !unique { t.Error("unexpected non-unique path from absent node to itself") } wantPath := []graph.Node{node(0)} if !reflect.DeepEqual(gotPath, wantPath) { t.Errorf("unexpected path from absent node to itself: got:%#v want:%#v", gotPath, wantPath) } gotPaths, cost := paths.AllBetween(0, 0) if cost != 0 { t.Errorf("unexpected cost from absent node to itself: got:%v want:0", cost) } wantPaths := [][]graph.Node{{node(0)}} if !reflect.DeepEqual(gotPaths, wantPaths) { t.Errorf("unexpected paths from absent node to itself: got:%#v want:%#v", gotPaths, wantPaths) } }