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333 lines (287 loc) · 13.7 KB
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// Copyright (c) .NET Foundation. All rights reserved.
// Licensed under the Apache License, Version 2.0. See License.txt in the project root for license information.
using System;
using System.Collections.Generic;
using System.Linq;
using JetBrains.Annotations;
namespace Microsoft.Data.Entity.Internal
{
public class Multigraph<TVertex, TEdge> : Graph<TVertex>
{
private readonly HashSet<TVertex> _vertices = new HashSet<TVertex>();
private readonly HashSet<TEdge> _edges = new HashSet<TEdge>();
private readonly Dictionary<TVertex, Dictionary<TVertex, List<TEdge>>> _successorMap = new Dictionary<TVertex, Dictionary<TVertex, List<TEdge>>>();
public virtual IEnumerable<TEdge> Edges => _edges;
public virtual IEnumerable<TEdge> GetEdges([NotNull] TVertex from, [NotNull] TVertex to)
{
Dictionary<TVertex, List<TEdge>> successorSet;
if (_successorMap.TryGetValue(from, out successorSet))
{
List<TEdge> edgeList;
if (successorSet.TryGetValue(to, out edgeList))
{
return edgeList;
}
}
return Enumerable.Empty<TEdge>();
}
public virtual void AddVertex([NotNull] TVertex vertex)
=> _vertices.Add(vertex);
public virtual void AddVertices([NotNull] IEnumerable<TVertex> verticies)
=> _vertices.UnionWith(verticies);
public virtual void AddEdge([NotNull] TVertex from, [NotNull] TVertex to, [NotNull] TEdge edge)
=> AddEdges(@from, to, new[] { edge });
public virtual void AddEdges([NotNull] TVertex from, [NotNull] TVertex to, [NotNull] IEnumerable<TEdge> edges)
{
if (!_vertices.Contains(from))
{
throw new InvalidOperationException(Strings.GraphDoesNotContainVertex(from));
}
if (!_vertices.Contains(to))
{
throw new InvalidOperationException(Strings.GraphDoesNotContainVertex(to));
}
Dictionary<TVertex, List<TEdge>> successorSet;
if (!_successorMap.TryGetValue(from, out successorSet))
{
successorSet = new Dictionary<TVertex, List<TEdge>>();
_successorMap.Add(from, successorSet);
}
List<TEdge> edgeList;
if (!successorSet.TryGetValue(to, out edgeList))
{
edgeList = new List<TEdge>();
successorSet.Add(to, edgeList);
}
edgeList.AddRange(edges);
_edges.UnionWith(edges);
}
public virtual IReadOnlyList<TVertex> TopologicalSort() => TopologicalSort(null, null);
public virtual IReadOnlyList<TVertex> TopologicalSort(
[CanBeNull] Func<TVertex, TVertex, IEnumerable<TEdge>, bool> canBreakEdge)
=> TopologicalSort(canBreakEdge, null);
public virtual IReadOnlyList<TVertex> TopologicalSort(
[CanBeNull] Func<IEnumerable<Tuple<TVertex, TVertex, IEnumerable<TEdge>>>, string> formatCycle)
=> TopologicalSort(null, formatCycle);
public virtual IReadOnlyList<TVertex> TopologicalSort(
[CanBeNull] Func<TVertex, TVertex, IEnumerable<TEdge>, bool> canBreakEdge,
[CanBeNull] Func<IEnumerable<Tuple<TVertex, TVertex, IEnumerable<TEdge>>>, string> formatCycle)
{
var sortedQueue = new List<TVertex>();
var predecessorCounts = new Dictionary<TVertex, int>();
foreach (var vertex in _vertices)
{
var count = GetIncomingNeighbours(vertex).Count();
if (count == 0)
{
// Collect verticies without predecessors
sortedQueue.Add(vertex);
}
else
{
// Track number of predecessors for remaining verticies
predecessorCounts[vertex] = count;
}
}
var index = 0;
while (sortedQueue.Count < _vertices.Count)
{
while (index < sortedQueue.Count)
{
var currentRoot = sortedQueue[index];
foreach (var successor in GetOutgoingNeighbours(currentRoot).Where(neighbour => predecessorCounts.ContainsKey(neighbour)))
{
// Decrement counts for edges from sorted verticies and append any verticies that no longer have predecessors
predecessorCounts[successor]--;
if (predecessorCounts[successor] == 0)
{
sortedQueue.Add(successor);
predecessorCounts.Remove(successor);
}
}
index++;
}
// Cycle breaking
if (sortedQueue.Count < _vertices.Count)
{
var broken = false;
var candidateVertices = predecessorCounts.Keys.ToList();
var candidateIndex = 0;
// Iterrate over the unsorted verticies
while (candidateIndex < candidateVertices.Count
&& !broken
&& canBreakEdge != null)
{
var candidateVertex = candidateVertices[candidateIndex];
// Find verticies in the unsorted portion of the graph that have edges to the candidate
var incommingNeighbours = GetIncomingNeighbours(candidateVertex)
.Where(neighbour => predecessorCounts.ContainsKey(neighbour)).ToList();
foreach (var incommingNeighbour in incommingNeighbours)
{
// Check to see if the edge can be broken
if (canBreakEdge(incommingNeighbour, candidateVertex, _successorMap[incommingNeighbour][candidateVertex]))
{
predecessorCounts[candidateVertex]--;
if (predecessorCounts[candidateVertex] == 0)
{
sortedQueue.Add(candidateVertex);
predecessorCounts.Remove(candidateVertex);
broken = true;
break;
}
}
}
candidateIndex++;
}
if (!broken)
{
// Failed to break the cycle
var currentCycleVertex = predecessorCounts.First().Key;
var cycle = new List<TVertex>();
cycle.Add(currentCycleVertex);
var finished = false;
while (!finished)
{
// Find a cycle
foreach (var predecessor in GetIncomingNeighbours(currentCycleVertex)
.Where(neighbour => predecessorCounts.ContainsKey(neighbour)))
{
if (predecessorCounts[predecessor] != 0)
{
predecessorCounts[currentCycleVertex] = -1;
currentCycleVertex = predecessor;
cycle.Add(currentCycleVertex);
finished = predecessorCounts[predecessor] == -1;
break;
}
}
}
cycle.Reverse();
// Throw an exception
if (formatCycle == null)
{
throw new InvalidOperationException(
Strings.CircularDependency(
cycle.Select(vertex => vertex.ToString()).Join(" -> ")));
}
// Build the cycle message data
currentCycleVertex = cycle.First();
var cycleData = new List<Tuple<TVertex, TVertex, IEnumerable<TEdge>>>();
foreach (var vertex in cycle.Skip(1))
{
cycleData.Add(Tuple.Create(currentCycleVertex, vertex, GetEdges(currentCycleVertex, vertex)));
currentCycleVertex = vertex;
}
throw new InvalidOperationException(
Strings.CircularDependency(
formatCycle(cycleData)));
}
}
}
return sortedQueue;
}
public virtual IReadOnlyList<List<TVertex>> BatchingTopologicalSort()
=> BatchingTopologicalSort(null);
public virtual IReadOnlyList<List<TVertex>> BatchingTopologicalSort(
[CanBeNull] Func<IEnumerable<Tuple<TVertex, TVertex, IEnumerable<TEdge>>>, string> formatCycle)
{
var currentRootsQueue = new List<TVertex>();
var predecessorCounts = new Dictionary<TVertex, int>();
foreach (var vertex in _vertices)
{
var count = GetIncomingNeighbours(vertex).Count();
if (count == 0)
{
// Collect verticies without predecessors
currentRootsQueue.Add(vertex);
}
else
{
// Track number of predecessors for remaining verticies
predecessorCounts[vertex] = count;
}
}
var result = new List<List<TVertex>>();
var nextRootsQueue = new List<TVertex>();
var currentRootIndex = 0;
while (currentRootIndex < currentRootsQueue.Count)
{
var currentRoot = currentRootsQueue[currentRootIndex];
currentRootIndex++;
// Remove edges from current root and add any exposed vertices to the next batch
foreach (var successor in GetOutgoingNeighbours(currentRoot))
{
predecessorCounts[successor]--;
if (predecessorCounts[successor] == 0)
{
nextRootsQueue.Add(successor);
}
}
// Roll lists over for next batch
if (currentRootIndex == currentRootsQueue.Count)
{
result.Add(currentRootsQueue);
currentRootsQueue = nextRootsQueue;
currentRootIndex = 0;
if (currentRootsQueue.Count != 0)
{
nextRootsQueue = new List<TVertex>();
}
}
}
if (result.Sum(b => b.Count) != _vertices.Count)
{
// TODO: Support cycle-breaking?
var currentCycleVertex = predecessorCounts.First(p => p.Value != 0).Key;
var cycle = new List<TVertex>();
cycle.Add(currentCycleVertex);
var finished = false;
while (!finished)
{
foreach (var predecessor in GetIncomingNeighbours(currentCycleVertex)
.Where(neighbour => predecessorCounts.ContainsKey(neighbour)))
{
if (predecessorCounts[predecessor] != 0)
{
predecessorCounts[currentCycleVertex] = -1;
currentCycleVertex = predecessor;
cycle.Add(currentCycleVertex);
finished = predecessorCounts[predecessor] == -1;
break;
}
}
}
cycle.Reverse();
// Throw an exception
if (formatCycle == null)
{
throw new InvalidOperationException(
Strings.CircularDependency(
cycle.Select(vertex => vertex.ToString()).Join(" -> ")));
}
// Build the cycle message data
currentCycleVertex = cycle.First();
var cycleData = new List<Tuple<TVertex, TVertex, IEnumerable<TEdge>>>();
foreach (var vertex in cycle.Skip(1))
{
cycleData.Add(Tuple.Create(currentCycleVertex, vertex, GetEdges(currentCycleVertex, vertex)));
currentCycleVertex = vertex;
}
throw new InvalidOperationException(
Strings.CircularDependency(
formatCycle(cycleData)));
}
return result;
}
public override IEnumerable<TVertex> Vertices => _vertices;
public override IEnumerable<TVertex> GetOutgoingNeighbours([NotNull] TVertex from)
{
Dictionary<TVertex, List<TEdge>> successorSet;
return _successorMap.TryGetValue(@from, out successorSet)
? successorSet.Keys
: Enumerable.Empty<TVertex>();
}
public override IEnumerable<TVertex> GetIncomingNeighbours([NotNull] TVertex to)
=> _successorMap.Where(kvp => kvp.Value.ContainsKey(to)).Select(kvp => kvp.Key);
}
}