// Package graph implements a generic directed graph type, with support for // tuple vertices in addition to traditional "value" vertices. package graph import ( "fmt" "strings" ) // Value is any value which can be stored within a Graph. Values should be // considered immutable, ie once used with the graph package their internal // value does not change. type Value interface { Equal(Value) bool String() string } // OpenEdge consists of the edge value (E) and source vertex value (V) of an // edge in a Graph. When passed into the AddValueIn method a full edge is // created. An OpenEdge can also be sourced from a tuple vertex, whose value is // an ordered set of OpenEdges of this same type. type OpenEdge[E, V Value] struct { val *V tup []*OpenEdge[E, V] edgeVal E } func (oe *OpenEdge[E, V]) equal(oe2 *OpenEdge[E, V]) bool { if !oe.edgeVal.Equal(oe2.edgeVal) { return false } if oe.val != nil { return oe2.val != nil && (*oe.val).Equal(*oe2.val) } if len(oe.tup) != len(oe2.tup) { return false } for i := range oe.tup { if !oe.tup[i].equal(oe2.tup[i]) { return false } } return true } func (oe *OpenEdge[E, V]) String() string { vertexType := "tup" var fromStr string if oe.val != nil { vertexType = "val" fromStr = (*oe.val).String() } else { strs := make([]string, len(oe.tup)) for i := range oe.tup { strs[i] = oe.tup[i].String() } fromStr = fmt.Sprintf("[%s]", strings.Join(strs, ", ")) } return fmt.Sprintf("%s(%s, %s)", vertexType, fromStr, oe.edgeVal.String()) } // WithEdgeValue returns a copy of the OpenEdge with the given Value replacing // the previous edge value. // // NOTE I _think_ this can be factored out once Graph is genericized. func (oe *OpenEdge[E, V]) WithEdgeValue(val E) *OpenEdge[E, V] { oeCp := *oe oeCp.edgeVal = val return &oeCp } // EdgeValue returns the Value which lies on the edge itself. func (oe OpenEdge[E, V]) EdgeValue() E { return oe.edgeVal } // FromValue returns the Value from which the OpenEdge was created via ValueOut, // or false if it wasn't created via ValueOut. func (oe OpenEdge[E, V]) FromValue() (V, bool) { if oe.val == nil { var zero V return zero, false } return *oe.val, true } // FromTuple returns the tuple of OpenEdges from which the OpenEdge was created // via TupleOut, or false if it wasn't created via TupleOut. func (oe OpenEdge[E, V]) FromTuple() ([]*OpenEdge[E, V], bool) { if oe.val != nil { return nil, false } return oe.tup, true } // ValueOut creates a OpenEdge which, when used to construct a Graph, represents // an edge (with edgeVal attached to it) coming from the vertex containing val. func ValueOut[E, V Value](edgeVal E, val V) *OpenEdge[E, V] { return &OpenEdge[E, V]{ val: &val, edgeVal: edgeVal, } } // TupleOut creates an OpenEdge which, when used to construct a Graph, // represents an edge (with edgeVal attached to it) coming from the vertex // comprised of the given ordered-set of input edges. func TupleOut[E, V Value](edgeVal E, ins ...*OpenEdge[E, V]) *OpenEdge[E, V] { if len(ins) == 1 { var ( zero E in = ins[0] ) if edgeVal.Equal(zero) { return in } if in.edgeVal.Equal(zero) { return in.WithEdgeValue(edgeVal) } } return &OpenEdge[E, V]{ tup: ins, edgeVal: edgeVal, } } type graphValueIn[E, V Value] struct { val V edge *OpenEdge[E, V] } func (valIn graphValueIn[E, V]) equal(valIn2 graphValueIn[E, V]) bool { return valIn.val.Equal(valIn2.val) && valIn.edge.equal(valIn2.edge) } // Graph is an immutable container of a set of vertices. The Graph keeps track // of all Values which terminate an OpenEdge. E indicates the type of edge // values, while V indicates the type of vertex values. // // NOTE The current implementation of Graph is incredibly inefficient, there's // lots of O(N) operations, unnecessary copying on changes, and duplicate data // in memory. type Graph[E, V Value] struct { edges []*OpenEdge[E, V] valIns []graphValueIn[E, V] } func (g *Graph[E, V]) cp() *Graph[E, V] { cp := &Graph[E, V]{ edges: make([]*OpenEdge[E, V], len(g.edges)), valIns: make([]graphValueIn[E, V], len(g.valIns)), } copy(cp.edges, g.edges) copy(cp.valIns, g.valIns) return cp } func (g *Graph[E, V]) String() string { var strs []string for _, valIn := range g.valIns { strs = append( strs, fmt.Sprintf("valIn(%s, %s)", valIn.edge.String(), valIn.val.String()), ) } return fmt.Sprintf("graph(%s)", strings.Join(strs, ", ")) } // NOTE this method is used more for its functionality than for any performance // reasons... it's incredibly inefficient in how it deduplicates edges, but by // doing the deduplication we enable the graph map operation to work correctly. func (g *Graph[E, V]) dedupeEdge(edge *OpenEdge[E, V]) *OpenEdge[E, V] { // check if there's an existing edge which is fully equivalent in the graph // already, and if so return that. for i := range g.edges { if g.edges[i].equal(edge) { return g.edges[i] } } // if this edge is a value edge then there's nothing else to do, return it. if _, ok := edge.FromValue(); ok { return edge } // this edge is a tuple edge, it's possible that one of its sub-edges is // already in the graph. dedupe each sub-edge individually. tupEdges := make([]*OpenEdge[E, V], len(edge.tup)) for i := range edge.tup { tupEdges[i] = g.dedupeEdge(edge.tup[i]) } return TupleOut(edge.EdgeValue(), tupEdges...) } // ValueIns returns, if any, all OpenEdges which lead to the given Value in the // Graph (ie, all those added via AddValueIn). // // The returned slice should not be modified. func (g *Graph[E, V]) ValueIns(val Value) []*OpenEdge[E, V] { var edges []*OpenEdge[E, V] for _, valIn := range g.valIns { if valIn.val.Equal(val) { edges = append(edges, valIn.edge) } } return edges } // AddValueIn takes a OpenEdge and connects it to the Value vertex containing // val, returning the new Graph which reflects that connection. func (g *Graph[E, V]) AddValueIn(val V, oe *OpenEdge[E, V]) *Graph[E, V] { valIn := graphValueIn[E, V]{ val: val, edge: oe, } for i := range g.valIns { if g.valIns[i].equal(valIn) { return g } } valIn.edge = g.dedupeEdge(valIn.edge) g = g.cp() g.valIns = append(g.valIns, valIn) return g } // Equal returns whether or not the two Graphs are equivalent in value. func (g *Graph[E, V]) Equal(g2 *Graph[E, V]) bool { if len(g.valIns) != len(g2.valIns) { return false } outer: for _, valIn := range g.valIns { for _, valIn2 := range g2.valIns { if valIn.equal(valIn2) { continue outer } } return false } return true } func mapReduce[Ea, Va Value, Vb any]( root *OpenEdge[Ea, Va], mapVal func(Va) (Vb, error), reduceEdge func(*OpenEdge[Ea, Va], []Vb) (Vb, error), ) ( Vb, error, ) { if valA, ok := root.FromValue(); ok { valB, err := mapVal(valA) if err != nil { var zero Vb return zero, err } return reduceEdge(root, []Vb{valB}) } tupA, _ := root.FromTuple() valsB := make([]Vb, len(tupA)) for i := range tupA { valB, err := mapReduce[Ea, Va, Vb]( tupA[i], mapVal, reduceEdge, ) if err != nil { var zero Vb return zero, err } valsB[i] = valB } return reduceEdge(root, valsB) } type mappedVal[Va Value, Vb any] struct { valA Va valB Vb // result } type reducedEdge[Ea, Va Value, Vb any] struct { edgeA *OpenEdge[Ea, Va] valB Vb // result } // MapReduce recursively computes a resultant Value of type Vb from an // OpenEdge[Ea, Va]. // // Tuple edges which are encountered will have Reduce called on each OpenEdge // branch of the tuple, to obtain a Vb for each branch. The edge value of the // tuple edge (Ea) and the just obtained Vbs are then passed to reduceEdge to // obtain a Vb for that edge. // // The values of value edges (Va) which are encountered are mapped to Vb using // the mapVal function. The edge value of those value edges (Ea) and the just // obtained Vb value are then passed to reduceEdge to obtain a Vb for that edge. // // If either the map or reduce function returns an error then processing is // immediately cancelled and that error is returned directly. // // If a value or edge is connected to multiple times within the root OpenEdge it // will only be mapped/reduced a single time, and the result of that single // map/reduction will be passed to each dependant operation. func MapReduce[Ea, Va Value, Vb any]( root *OpenEdge[Ea, Va], mapVal func(Va) (Vb, error), reduceEdge func(Ea, []Vb) (Vb, error), ) ( Vb, error, ) { var ( zeroB Vb // we use these to memoize reductions on values and edges, so a // reduction is only performed a single time for each value/edge. // // NOTE this is not implemented very efficiently. mappedVals []mappedVal[Va, Vb] reducedEdges []reducedEdge[Ea, Va, Vb] ) return mapReduce[Ea, Va, Vb]( root, func(valA Va) (Vb, error) { for _, mappedVal := range mappedVals { if mappedVal.valA.Equal(valA) { return mappedVal.valB, nil } } valB, err := mapVal(valA) if err != nil { return zeroB, err } mappedVals = append(mappedVals, mappedVal[Va, Vb]{ valA: valA, valB: valB, }) return valB, nil }, func(edgeA *OpenEdge[Ea, Va], valBs []Vb) (Vb, error) { for _, reducedEdge := range reducedEdges { if reducedEdge.edgeA.equal(edgeA) { return reducedEdge.valB, nil } } valB, err := reduceEdge(edgeA.EdgeValue(), valBs) if err != nil { return zeroB, err } reducedEdges = append(reducedEdges, reducedEdge[Ea, Va, Vb]{ edgeA: edgeA, valB: valB, }) return valB, nil }, ) }