Files
OpenNest/OpenNest.Engine/ML/BruteForceRunner.cs
AJ Isaacs 321c476b8b feat(engine): add ML feature extraction and brute-force runner
Add FeatureExtractor for computing geometric part features (convexity,
aspect ratio, circularity, bitmask) and BruteForceRunner for generating
training data by running the fill engine and recording results.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-14 12:41:20 -04:00

54 lines
1.7 KiB
C#

using System.Collections.Generic;
using System.Diagnostics;
using System.Linq;
using OpenNest.Geometry;
namespace OpenNest.Engine.ML
{
public class BruteForceResult
{
public int PartCount { get; set; }
public double Utilization { get; set; }
public long TimeMs { get; set; }
public string LayoutData { get; set; }
public List<Part> PlacedParts { get; set; }
}
public static class BruteForceRunner
{
public static BruteForceResult Run(Drawing drawing, Plate plate)
{
var engine = new NestEngine(plate);
var item = new NestItem { Drawing = drawing };
var sw = Stopwatch.StartNew();
var parts = engine.Fill(item, plate.WorkArea(), null, System.Threading.CancellationToken.None);
sw.Stop();
if (parts == null || parts.Count == 0)
return null;
return new BruteForceResult
{
PartCount = parts.Count,
Utilization = CalculateUtilization(parts, plate.Area()),
TimeMs = sw.ElapsedMilliseconds,
LayoutData = SerializeLayout(parts),
PlacedParts = parts
};
}
private static string SerializeLayout(List<Part> parts)
{
var data = parts.Select(p => new { X = p.Location.X, Y = p.Location.Y, R = p.Rotation }).ToList();
return System.Text.Json.JsonSerializer.Serialize(data);
}
private static double CalculateUtilization(List<Part> parts, double plateArea)
{
if (plateArea <= 0) return 0;
return parts.Sum(p => p.BaseDrawing.Area) / plateArea;
}
}
}