private async Task Recluster(List <ClusterNode> nodes, Dictionary <ClusterNode, List <IClusterableMatch> > extendedClusters, List <IClusterableMatch> immediateFamily, Dictionary <int, IClusterableMatch> matchesByIndex, ConcurrentDictionary <int, float[]> matrix)
{
_progressData.Reset($"Reclustering {extendedClusters.Count} primary clusters", extendedClusters.Count);
var primaryClustersTasks = extendedClusters
.Where(kvp => kvp.Value.Count > 0)
.Select(async kvp =>
{
var nodeToRecluster = kvp.Key;
var additionalMatches = kvp.Value;
var leafNodesByIndex = nodeToRecluster.GetOrderedLeafNodes().ToDictionary(leafNode => leafNode.Index);
var clusterableMatches = leafNodesByIndex.Keys.Select(index => matchesByIndex[index]).Concat(additionalMatches).ToList();
var maxIndex = additionalMatches.Max(match => match.Coords.Max());
_matrixBuilder.ExtendMatrix(matrix, additionalMatches, maxIndex);
var reclusteredNodes = await ClusterAsync(clusterableMatches, immediateFamily, clusterableMatches.Max(match => match.Index), matrix, ProgressData.SuppressProgress).ConfigureAwait(false);
if (reclusteredNodes.Count == 0)
{
_progressData.Increment();
return(nodeToRecluster);
}
var reclusteredNode = reclusteredNodes.First();
foreach (var reclusteredLeafNode in reclusteredNode.GetOrderedLeafNodes())
{
if (leafNodesByIndex.TryGetValue(reclusteredLeafNode.Index, out var originalLeafNode))
{
reclusteredLeafNode.Parent.ReplaceChild(reclusteredLeafNode, originalLeafNode);
}
}
if (nodeToRecluster.Parent != null)
{
nodeToRecluster.Parent.ReplaceChild(nodeToRecluster, reclusteredNode);
}
else
{
nodes.Remove(nodeToRecluster);
nodes.Add(reclusteredNode);
}
_progressData.Increment();
return(reclusteredNode);
});
var primaryClusters = await Task.WhenAll(primaryClustersTasks);
_progressData.Reset();
}
private async Task Recluster(ICollection <ClusterNode> nodes, Dictionary <Node, List <IClusterableMatch> > extendedClusters, List <IClusterableMatch> immediateFamily, IReadOnlyDictionary <int, IClusterableMatch> matchesByIndex, ConcurrentDictionary <int, float[]> matrix)
{
_progressData.Reset($"Reclustering {extendedClusters.Count} primary clusters", extendedClusters.Count);
var primaryClustersTaskData = extendedClusters
.Where(kvp => kvp.Value.Count > 0)
.Select(kvp =>
{
var nodeToRecluster = kvp.Key;
var additionalMatches = kvp.Value;
var leafNodesByIndex = nodeToRecluster.GetOrderedLeafNodes().ToDictionary(leafNode => leafNode.Index);
var clusterableMatches = leafNodesByIndex.Keys.Select(index => matchesByIndex[index]).Concat(additionalMatches).ToList();
return(new
{
NodeToRecluster = nodeToRecluster,
AdditionalMatches = additionalMatches,
LeafNodesByIndex = leafNodesByIndex,
ClusterableMatches = clusterableMatches,
});
}).ToList();
var additionalMatchesDistinct = primaryClustersTaskData.SelectMany(data => data.AdditionalMatches).Distinct().ToList();
var maxIndex = additionalMatchesDistinct.SelectMany(match => match.Coords).DefaultIfEmpty(-1).Max();
if (maxIndex < 0)
{
_progressData.Reset();
return;
}
_matrixBuilder.ExtendMatrix(matrix, additionalMatchesDistinct, maxIndex);
var primaryClustersTasks = primaryClustersTaskData
.Select(async data =>
{
var reclusteredNodes = await ClusterAsync(data.ClusterableMatches, immediateFamily, matrix, ProgressData.SuppressProgress).ConfigureAwait(false);
if (reclusteredNodes.Count == 0)
{
_progressData.Increment();
return(data.NodeToRecluster);
}
var nodeToReclusterParent = data.NodeToRecluster.Parent;
var reclusteredNode = reclusteredNodes.First();
foreach (var reclusteredLeafNode in reclusteredNode.GetOrderedLeafNodes())
{
if (data.LeafNodesByIndex.TryGetValue(reclusteredLeafNode.Index, out var originalLeafNode))
{
reclusteredLeafNode.Parent.ReplaceChild(reclusteredLeafNode, originalLeafNode);
}
}
if (nodeToReclusterParent != null)
{
nodeToReclusterParent.ReplaceChild(data.NodeToRecluster, reclusteredNode);
}
else
{
if (data.NodeToRecluster is ClusterNode clusterNode)
{
nodes.Remove(clusterNode);
}
nodes.Add(reclusteredNode);
}
_progressData.Increment();
return(reclusteredNode);
});
await Task.WhenAll(primaryClustersTasks);
_progressData.Reset();
}
