implementing parsing and plotting

src/Program.cs

@@ -1,2 +1,52 @@
-// See https://aka.ms/new-console-template for more information
+using System.Diagnostics;
-Console.WriteLine("Hello, World!");
+using System.Drawing;
+using System.Globalization;
+
+namespace kMeans;
+
+public static class Program
+{
+    private const string Coordinates = "coordinates.csv";
+    private const string PlotOut = "plot.png";
+    private const int K = 3;
+
+    private static void Main()
+    {
+        Console.WriteLine("k-Means-Algorithmus");
+        var points = ParseCsv(Coordinates);
+        PlotDiagram(points);
+    }
+
+    private static IReadOnlyList<Point> ParseCsv(string path)
+    {
+        var sw = Stopwatch.StartNew();
+        var result = new List<Point>();
+        var lines = File.ReadLines(path);
+        foreach (var line in lines)
+        {
+            var current = line.Split(',');
+            if (!double.TryParse(current[0], NumberStyles.Any, CultureInfo.InvariantCulture, out var x)) continue;
+            if (!double.TryParse(current[1], NumberStyles.Any, CultureInfo.InvariantCulture, out var y)) continue;
+            var point = new Point(x, y);
+            result.Add(point);
+        }
+
+        sw.Stop();
+        Console.WriteLine($"[{nameof(ParseCsv)}] Elapsed: {sw.ElapsedMilliseconds}ms");
+        return result;
+    }
+
+    private static void PlotDiagram(IReadOnlyList<Point> points)
+    {
+        var sw = Stopwatch.StartNew();
+        var plot = new ScottPlot.Plot();
+        plot.AddScatterPoints(points.Select(p => p.X).ToArray(), points.Select(p => p.Y).ToArray());
+        plot.SaveFig(PlotOut);
+        sw.Stop();
+        Process.Start(new ProcessStartInfo(PlotOut) { UseShellExecute = true });
+        Console.WriteLine($"[{nameof(PlotDiagram)}] Elapsed: {sw.ElapsedMilliseconds}ms");
+    }
+
+
+    private record Point(double X, double Y, Color? Color = default, bool Mean = false);
+}

src/kMeans.csproj

@@ -7,4 +7,14 @@
     <Nullable>enable</Nullable>
   </PropertyGroup>
 
+  <ItemGroup>
+    <PackageReference Include="ScottPlot" Version="4.1.27" />
+  </ItemGroup>
+
+  <ItemGroup>
+    <None Update="coordinates.csv">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
+  </ItemGroup>
+
 </Project>