2017-10-21 18:39:23 +00:00
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// Package gg implements ginger graph creation, traversal, and (de)serialization
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package gg
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import (
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2018-01-21 15:39:25 +00:00
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"crypto/rand"
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"encoding/hex"
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"fmt"
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"strings"
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)
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2018-06-02 08:31:12 +00:00
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// TODO it's a bit unfortunate that it's possible to create disjointed graphs
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// within the same graph instance. That's not really something that would be
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// possible with any other type of datastructure. I think all that would be
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// needed to get rid of this is to remove the Null instance and instead do a
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// New(value) function. This would allow a graph to be just a single value with
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// no edges, but I _think_ that's fine?
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//
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// Actually, that's kinda bogus, it really messes with how I conceptualized
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// ginger being used. Which is maybe fine. I should do some research on the
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// typical way that graphs and other structures are defined.
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//
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// It seems that disjoint unions, as they're called, are an accepted thing... if
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// I need it for gim a Disjoin method might be the best bet, which would walk
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// through the Graph and compute each disjointed Graph and return them
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// individually.
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2018-01-21 15:39:25 +00:00
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// Value wraps a go value in a way such that it will be uniquely identified
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// within any Graph and between Graphs. Use NewValue to create a Value instance.
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// You can create an instance manually as long as ID is globally unique.
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type Value struct {
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ID string
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V interface{}
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}
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// NewValue returns a Value instance wrapping any go value. The Value returned
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// will be independent of the passed in go value. So if the same go value is
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// passed in twice then the two returned Value instances will be treated as
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// being different values by Graph.
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func NewValue(V interface{}) Value {
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b := make([]byte, 8)
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if _, err := rand.Read(b); err != nil {
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panic(err)
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}
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return Value{
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ID: hex.EncodeToString(b),
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V: V,
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}
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}
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// VertexType enumerates the different possible vertex types
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type VertexType string
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const (
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// ValueVertex is a Vertex which contains exactly one value and has at least
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// one edge (either input or output)
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ValueVertex VertexType = "value"
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// JunctionVertex is a Vertex which contains two or more in edges and
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// exactly one out edge
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JunctionVertex VertexType = "junction"
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)
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// Edge is a uni-directional connection between two vertices with an attribute
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// value
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type Edge struct {
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From *Vertex
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Value Value
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To *Vertex
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}
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// Vertex is a vertex in a Graph. No fields should be modified directly, only
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// through method calls
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type Vertex struct {
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ID string
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VertexType
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Value Value // Value is valid if-and-only-if VertexType is ValueVertex
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In, Out []Edge
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}
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////////////////////////////////////////////////////////////////////////////////
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2017-11-05 16:11:05 +00:00
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// OpenEdge is an un-realized Edge which can't be used for anything except
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// constructing graphs. It has no meaning on its own.
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type OpenEdge struct {
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// fromV will be the source vertex as-if the vertex (and any sub-vertices of
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// it) doesn't already exist in the graph. If it or it's sub-vertices does
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// already that will need to be taken into account when persisting into the
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// graph
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fromV vertex
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val Value
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}
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func (oe OpenEdge) id() string {
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return fmt.Sprintf("(%s,%s)", oe.fromV.id, oe.val.ID)
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}
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// vertex is a representation of a vertex in the graph. Each Graph contains a
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// set of all the Value vertex instances it knows about. Each of these contains
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// all the input OpenEdges which are known for it. So you can think of these
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// "top-level" Value vertex instances as root nodes in a tree, and each OpenEdge
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// as a branch.
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//
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// If a OpenEdge contains a fromV which is a Value that vertex won't have its in
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// slice populated no matter what. If fromV is a Junction it will be populated,
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// with any sub-Value's not being populated and so-on recursively
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//
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// When a view is constructed in makeView these Value instances are deduplicated
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// and the top-level one's in value is used to properly connect it.
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type vertex struct {
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id string
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VertexType
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val Value
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in []OpenEdge
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}
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func (v vertex) cp() vertex {
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cp := v
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cp.in = make([]OpenEdge, len(v.in))
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copy(cp.in, v.in)
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return cp
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}
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func (v vertex) hasOpenEdge(oe OpenEdge) bool {
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oeID := oe.id()
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for _, in := range v.in {
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if in.id() == oeID {
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return true
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}
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}
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return false
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}
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func (v vertex) cpAndDelOpenEdge(oe OpenEdge) (vertex, bool) {
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oeID := oe.id()
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for i, in := range v.in {
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if in.id() == oeID {
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v = v.cp()
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v.in = append(v.in[:i], v.in[i+1:]...)
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return v, true
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}
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}
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return v, false
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}
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// Graph is a wrapper around a set of connected Vertices
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type Graph struct {
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vM map[string]vertex // only contains value vertices
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// generated by makeView on-demand
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byVal map[string]*Vertex
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all map[string]*Vertex
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}
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// Null is the root empty graph, and is the base off which all graphs are built
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var Null = &Graph{
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vM: map[string]vertex{},
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byVal: map[string]*Vertex{},
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all: map[string]*Vertex{},
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}
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// this does _not_ copy the view, as it's assumed the only reason to copy a
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// graph is to modify it anyway
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func (g *Graph) cp() *Graph {
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cp := &Graph{
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vM: make(map[string]vertex, len(g.vM)),
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}
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for vID, v := range g.vM {
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cp.vM[vID] = v
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}
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return cp
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}
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////////////////////////////////////////////////////////////////////////////////
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// Graph creation
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2018-01-23 13:32:11 +00:00
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func mkVertex(typ VertexType, val Value, ins []OpenEdge) vertex {
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v := vertex{VertexType: typ, in: ins}
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switch typ {
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case ValueVertex:
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v.id = val.ID
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v.val = val
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case JunctionVertex:
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inIDs := make([]string, len(ins))
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for i := range ins {
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inIDs[i] = ins[i].id()
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}
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v.id = "[" + strings.Join(inIDs, ",") + "]"
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default:
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panic(fmt.Sprintf("unknown vertex type %q", typ))
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}
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return v
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}
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2017-11-05 16:11:05 +00:00
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// ValueOut creates a OpenEdge which, when used to construct a Graph, represents
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// an edge (with edgeVal attached to it) coming from the ValueVertex containing
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// val.
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//
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// When constructing Graphs, Value vertices are de-duplicated on their Value. So
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// multiple ValueOut OpenEdges constructed with the same val will be leaving the
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// same Vertex instance in the constructed Graph.
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func ValueOut(val, edgeVal Value) OpenEdge {
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return OpenEdge{fromV: mkVertex(ValueVertex, val, nil), val: edgeVal}
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}
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// JunctionOut creates a OpenEdge which, when used to construct a Graph,
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// represents an edge (with edgeVal attached to it) coming from the
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// JunctionVertex comprised of the given ordered-set of input edges.
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//
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// When constructing Graphs Junction vertices are de-duplicated on their input
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// edges. So multiple Junction OpenEdges constructed with the same set of input
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// edges will be leaving the same Junction instance in the constructed Graph.
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func JunctionOut(in []OpenEdge, edgeVal Value) OpenEdge {
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return OpenEdge{
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fromV: mkVertex(JunctionVertex, Value{}, in),
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val: edgeVal,
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}
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}
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// AddValueIn takes a OpenEdge and connects it to the Value Vertex containing
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// val, returning the new Graph which reflects that connection. Any Vertices
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// referenced within toe OpenEdge which do not yet exist in the Graph will also
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// be created in this step.
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func (g *Graph) AddValueIn(oe OpenEdge, val Value) *Graph {
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to := mkVertex(ValueVertex, val, nil)
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toID := to.id
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// if to is already in the graph, pull it out, as it might have existing in
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// edges we want to keep
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if exTo, ok := g.vM[toID]; ok {
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to = exTo
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}
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// if the incoming edge already exists in to then there's nothing to do
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if to.hasOpenEdge(oe) {
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return g
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}
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to = to.cp()
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to.in = append(to.in, oe)
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g = g.cp()
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// starting with to (which we always overwrite) go through vM and
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// recursively add in any vertices which aren't already there
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var persist func(vertex)
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persist = func(v vertex) {
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if v.VertexType == ValueVertex {
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vID := v.id
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if _, ok := g.vM[vID]; !ok {
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g.vM[vID] = v
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}
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} else {
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for _, e := range v.in {
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persist(e.fromV)
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}
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}
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}
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delete(g.vM, toID)
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persist(to)
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for _, e := range to.in {
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persist(e.fromV)
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}
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2017-10-21 18:39:23 +00:00
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return g
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}
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// DelValueIn takes a OpenEdge and disconnects it from the Value Vertex
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// containing val, returning the new Graph which reflects the disconnection. If
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// the Value Vertex doesn't exist within the graph, or it doesn't have the given
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// OpenEdge, no changes are made. Any vertices referenced by toe OpenEdge for
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// which that edge is their only outgoing edge will be removed from the Graph.
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func (g *Graph) DelValueIn(oe OpenEdge, val Value) *Graph {
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to := mkVertex(ValueVertex, val, nil)
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toID := to.id
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// pull to out of the graph. if it's not there then bail
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var ok bool
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if to, ok = g.vM[toID]; !ok {
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return g
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}
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// get new copy of to without the half-edge, or return if the half-edge
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// wasn't even in to
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to, ok = to.cpAndDelOpenEdge(oe)
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if !ok {
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return g
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}
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g = g.cp()
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g.vM[toID] = to
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// connectedTo returns whether the vertex has any connections with the
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// vertex of the given id, descending recursively
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var connectedTo func(string, vertex) bool
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connectedTo = func(vID string, curr vertex) bool {
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for _, in := range curr.in {
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if in.fromV.VertexType == ValueVertex && in.fromV.id == vID {
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return true
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} else if in.fromV.VertexType == JunctionVertex && connectedTo(vID, in.fromV) {
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return true
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}
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}
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return false
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|
|
|
}
|
|
|
|
|
|
|
|
// isOrphaned returns whether the given vertex has any connections to other
|
|
|
|
// nodes in the graph
|
|
|
|
isOrphaned := func(v vertex) bool {
|
2018-01-21 15:39:25 +00:00
|
|
|
vID := v.id
|
2017-10-22 17:39:32 +00:00
|
|
|
if v, ok := g.vM[vID]; ok && len(v.in) > 0 {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
for vID2, v2 := range g.vM {
|
|
|
|
if vID2 == vID {
|
|
|
|
continue
|
|
|
|
} else if connectedTo(vID, v2) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
}
|
|
|
|
return true
|
|
|
|
}
|
|
|
|
|
|
|
|
// if to is orphaned get rid of it
|
|
|
|
if isOrphaned(to) {
|
|
|
|
delete(g.vM, toID)
|
|
|
|
}
|
|
|
|
|
2017-11-05 16:11:05 +00:00
|
|
|
// rmOrphaned descends down the given OpenEdge and removes any Value
|
2017-10-22 17:39:32 +00:00
|
|
|
// Vertices referenced in it which are now orphaned
|
2017-11-05 16:11:05 +00:00
|
|
|
var rmOrphaned func(OpenEdge)
|
|
|
|
rmOrphaned = func(oe OpenEdge) {
|
2018-01-21 15:39:25 +00:00
|
|
|
if oe.fromV.VertexType == ValueVertex && isOrphaned(oe.fromV) {
|
|
|
|
delete(g.vM, oe.fromV.id)
|
|
|
|
} else if oe.fromV.VertexType == JunctionVertex {
|
|
|
|
for _, juncOe := range oe.fromV.in {
|
|
|
|
rmOrphaned(juncOe)
|
2017-10-22 17:39:32 +00:00
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
2017-11-05 16:11:05 +00:00
|
|
|
rmOrphaned(oe)
|
2017-10-22 17:39:32 +00:00
|
|
|
|
|
|
|
return g
|
|
|
|
}
|
|
|
|
|
|
|
|
// Union takes in another Graph and returns a new one which is the union of the
|
|
|
|
// two. Value vertices which are shared between the two will be merged so that
|
|
|
|
// the new vertex has the input edges of both.
|
|
|
|
func (g *Graph) Union(g2 *Graph) *Graph {
|
|
|
|
g = g.cp()
|
|
|
|
for vID, v2 := range g2.vM {
|
|
|
|
v, ok := g.vM[vID]
|
|
|
|
if !ok {
|
|
|
|
v = v2
|
|
|
|
} else {
|
|
|
|
for _, v2e := range v2.in {
|
2017-11-05 16:11:05 +00:00
|
|
|
if !v.hasOpenEdge(v2e) {
|
2017-10-22 17:39:32 +00:00
|
|
|
v.in = append(v.in, v2e)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
g.vM[vID] = v
|
|
|
|
}
|
|
|
|
return g
|
|
|
|
}
|
2017-10-21 18:39:23 +00:00
|
|
|
|
|
|
|
////////////////////////////////////////////////////////////////////////////////
|
|
|
|
// Graph traversal
|
|
|
|
|
|
|
|
func (g *Graph) makeView() {
|
2017-12-03 19:38:53 +00:00
|
|
|
if g.byVal != nil {
|
2017-10-21 18:39:23 +00:00
|
|
|
return
|
|
|
|
}
|
|
|
|
|
2017-12-03 19:38:53 +00:00
|
|
|
g.byVal = make(map[string]*Vertex, len(g.vM))
|
|
|
|
g.all = map[string]*Vertex{}
|
2017-10-21 18:39:23 +00:00
|
|
|
|
|
|
|
var getV func(vertex, bool) *Vertex
|
|
|
|
getV = func(v vertex, top bool) *Vertex {
|
2018-01-21 15:39:25 +00:00
|
|
|
V, ok := g.all[v.id]
|
2017-10-21 18:39:23 +00:00
|
|
|
if !ok {
|
2018-01-21 15:39:25 +00:00
|
|
|
V = &Vertex{ID: v.id, VertexType: v.VertexType, Value: v.val}
|
|
|
|
g.all[v.id] = V
|
2017-10-21 18:39:23 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
// we can be sure all Value vertices will be called with top==true at
|
|
|
|
// some point, so we only need to descend into the input edges if:
|
|
|
|
// * top is true
|
|
|
|
// * this is a junction's first time being gotten
|
2018-01-21 15:39:25 +00:00
|
|
|
if !top && (ok || v.VertexType != JunctionVertex) {
|
2017-10-21 18:39:23 +00:00
|
|
|
return V
|
|
|
|
}
|
|
|
|
|
|
|
|
V.In = make([]Edge, 0, len(v.in))
|
|
|
|
for i := range v.in {
|
|
|
|
fromV := getV(v.in[i].fromV, false)
|
|
|
|
e := Edge{From: fromV, Value: v.in[i].val, To: V}
|
|
|
|
fromV.Out = append(fromV.Out, e)
|
|
|
|
V.In = append(V.In, e)
|
|
|
|
}
|
|
|
|
|
2018-01-21 15:39:25 +00:00
|
|
|
if v.VertexType == ValueVertex {
|
|
|
|
g.byVal[v.val.ID] = V
|
2017-10-21 18:39:23 +00:00
|
|
|
}
|
|
|
|
|
|
|
|
return V
|
|
|
|
}
|
|
|
|
|
|
|
|
for _, v := range g.vM {
|
|
|
|
getV(v, true)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2018-01-21 15:39:25 +00:00
|
|
|
// ValueVertex returns the Value Vertex for the given value. If the Graph
|
|
|
|
// doesn't contain a vertex for the value then nil is returned
|
|
|
|
func (g *Graph) ValueVertex(val Value) *Vertex {
|
2017-10-21 18:39:23 +00:00
|
|
|
g.makeView()
|
2018-01-21 15:39:25 +00:00
|
|
|
return g.byVal[val.ID]
|
2017-10-21 18:39:23 +00:00
|
|
|
}
|
|
|
|
|
2018-01-21 15:39:25 +00:00
|
|
|
// ValueVertices returns all Value Vertices in the Graph
|
|
|
|
func (g *Graph) ValueVertices() []*Vertex {
|
2017-10-22 17:39:32 +00:00
|
|
|
g.makeView()
|
2017-12-03 19:38:53 +00:00
|
|
|
vv := make([]*Vertex, 0, len(g.byVal))
|
|
|
|
for _, v := range g.byVal {
|
2017-10-22 17:39:32 +00:00
|
|
|
vv = append(vv, v)
|
|
|
|
}
|
|
|
|
return vv
|
|
|
|
}
|
|
|
|
|
2017-10-21 18:39:23 +00:00
|
|
|
// Equal returns whether or not the two Graphs are equivalent in value
|
|
|
|
func Equal(g1, g2 *Graph) bool {
|
|
|
|
if len(g1.vM) != len(g2.vM) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
for v1ID, v1 := range g1.vM {
|
|
|
|
v2, ok := g2.vM[v1ID]
|
|
|
|
if !ok {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
|
|
|
|
// since the vertices are values we must make sure their input sets are
|
|
|
|
// the same (which is tricky since they're unordered, unlike a
|
|
|
|
// junction's)
|
|
|
|
if len(v1.in) != len(v2.in) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
for _, in := range v1.in {
|
2017-11-05 16:11:05 +00:00
|
|
|
if !v2.hasOpenEdge(in) {
|
2017-10-21 18:39:23 +00:00
|
|
|
return false
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
|
|
|
return true
|
|
|
|
}
|
2017-11-05 16:57:57 +00:00
|
|
|
|
2018-03-03 17:32:40 +00:00
|
|
|
// TODO Walk, but by edge
|
|
|
|
// TODO Walk, but without end. AKA FSM
|
|
|
|
|
2017-11-05 16:57:57 +00:00
|
|
|
// Walk will traverse the Graph, calling the callback on every Vertex in the
|
|
|
|
// Graph once. If startWith is non-nil then that Vertex will be the first one
|
|
|
|
// passed to the callback and used as the starting point of the traversal. If
|
|
|
|
// the callback returns false the traversal is stopped.
|
|
|
|
func (g *Graph) Walk(startWith *Vertex, callback func(*Vertex) bool) {
|
2018-06-02 03:45:53 +00:00
|
|
|
// TODO figure out how to make Walk deterministic?
|
2017-11-05 16:57:57 +00:00
|
|
|
g.makeView()
|
2017-12-03 19:38:53 +00:00
|
|
|
if len(g.byVal) == 0 {
|
2017-11-05 16:57:57 +00:00
|
|
|
return
|
|
|
|
}
|
|
|
|
|
2017-12-03 19:38:53 +00:00
|
|
|
seen := make(map[*Vertex]bool, len(g.byVal))
|
2017-11-05 16:57:57 +00:00
|
|
|
var innerWalk func(*Vertex) bool
|
|
|
|
innerWalk = func(v *Vertex) bool {
|
|
|
|
if seen[v] {
|
|
|
|
return true
|
|
|
|
} else if !callback(v) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
seen[v] = true
|
|
|
|
for _, e := range v.In {
|
|
|
|
if !innerWalk(e.From) {
|
|
|
|
return false
|
|
|
|
}
|
|
|
|
}
|
|
|
|
return true
|
|
|
|
}
|
|
|
|
|
|
|
|
if startWith != nil {
|
|
|
|
if !innerWalk(startWith) {
|
|
|
|
return
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
2017-12-03 19:38:53 +00:00
|
|
|
for _, v := range g.byVal {
|
2017-11-05 16:57:57 +00:00
|
|
|
if !innerWalk(v) {
|
|
|
|
return
|
|
|
|
}
|
|
|
|
}
|
|
|
|
}
|
2017-12-03 19:38:53 +00:00
|
|
|
|
|
|
|
// ByID returns all vertices indexed by their ID field
|
|
|
|
func (g *Graph) ByID() map[string]*Vertex {
|
|
|
|
g.makeView()
|
|
|
|
return g.all
|
|
|
|
}
|