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Zero/ZeroLevel.HNSW/PHNSW/PHNSWBuilder.cs

36 lines
1.1 KiB

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Threading.Tasks;
namespace ZeroLevel.HNSW.PHNSW
{
public static class PHNSWBuilder
{
public static IPHNSWLevel<TPayload> Build<TPayload>(int levels)
{
var distance = 0.33f;
var root = new HLevel<TPayload>(distance);
var horizontalLayers = new List<HLevel<TPayload>>(new[] { root });
for (var i = 0; i < levels; i++)
{
distance /= 2.0f;
var nextList = new List<HLevel<TPayload>>();
foreach (var layer in horizontalLayers)
{
var a = new HLevel<TPayload>(distance);
var b = new HLevel<TPayload>(distance);
layer.NextLevelA = a;
layer.NextLevelB = b;
nextList.Add(a);
nextList.Add(b);
}
horizontalLayers = nextList;
}
var uwLevel = new UWLevel<TPayload>();
}
}
}

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