add csv import

KMeansBase/Csv.cs

@@ -0,0 +1,18 @@
+using System.Globalization;
+
+namespace KMeansBase;
+
+public class Csv
+{
+    public static IEnumerable<Point> Parse(string path)
+    {
+        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;
+            yield return new Point(x, y, -1);
+        }
+    }
+}

KMeansBase/KMeans.cs

@@ -74,7 +74,6 @@ public static class KMeans
             var x = (minX + maxX) * rnd.NextDouble();
             var y = (minY + maxY) * rnd.NextDouble();
             var point = new Point(x, y, i);
-            Console.WriteLine(point);
             yield return point;
         }
     }

KMeansGui/Shell/ShellView.axaml

@@ -12,18 +12,18 @@
         <kMeansGui:ShellViewModel />
     </Window.DataContext>
     <Grid ColumnDefinitions="*,*">
-        <StackPanel Grid.Row="0" Grid.Column="0" Spacing="10">
+        <StackPanel Grid.Row="0" Grid.Column="0" Spacing="10" Margin="10">
             <Button HorizontalAlignment="Stretch" Command="{Binding OpenCsvFileAsync}"
-                    CommandParameter="{Binding ElementName=LayoutRoot}">
+                    CommandParameter="{Binding ElementName=LayoutRoot}" HorizontalContentAlignment="Center">
                 Load CSV file
             </Button>
-            <TextBox UseFloatingWatermark="True" Watermark="Hello" Text="{Binding CountOfCentroids}"></TextBox>
+            <TextBox UseFloatingWatermark="True" Watermark="Count of centroids" Text="{Binding CountOfCentroids}" />
         </StackPanel>
-        <avalonia:Plot Height="150" Grid.Column="1"
+        <avalonia:Plot Grid.Column="1"
                        PlotMargins="50 0 0 0"
                        PlotAreaBorderColor="#999999">
             <avalonia:Plot.Series>
-                <avalonia:ScatterSeries Items="{Binding Points}" />
+                <avalonia:ScatterSeries Items="{Binding Points}" DataFieldX="X" DataFieldY="Y"  />
             </avalonia:Plot.Series>
         </avalonia:Plot>
     </Grid>

KMeansGui/Shell/ShellViewModel.cs

@@ -1,6 +1,8 @@
 using System.Collections.Generic;
+using System.Linq;
 using System.Threading.Tasks;
 using Avalonia.Controls;
+using KMeansBase;
 using MvvmGen;
 
 namespace KMeansGui
@@ -9,7 +11,7 @@ namespace KMeansGui
     public partial class ShellViewModel
     {
         [Property] private int _countOfCentroids;
-        [Property] private List<KMeansBase.Point> _points;
+        [Property] private List<Point> _points;
 
         public async Task OpenCsvFileAsync(object parent)
         {
@@ -24,6 +26,11 @@ namespace KMeansGui
                 fileDialog.Filters.Add(fileDialogFilter);
                 fileDialog.Title = "Select a csv file.";
                 var result = await fileDialog.ShowAsync(window);
+                if (result?.Length == 1)
+                {
+                    var path = result.First();
+                    Points = Csv.Parse(path).ToList();
+                }
             }
         }
     }

src/Helper.cs

@@ -1,7 +1,6 @@
 using ScottPlot;
 using System.Diagnostics;
 using System.Drawing;
-using System.Globalization;
 using Point = KMeansBase.Point;
 
 namespace kMeans;
@@ -39,18 +38,6 @@ public static class Helper
         plot.SaveFig(path);
     }
 
-    public static IEnumerable<Point> ParseCsv(string path)
-    {
-        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;
-            yield return new Point(x, y, -1);
-        }
-    }
-
     public static void PreviewPlot(string path)
     {
         using var p = Process.Start(new ProcessStartInfo(path) { UseShellExecute = true });

src/Program.cs

@@ -1,4 +1,5 @@
-using static kMeans.Helper;
+using KMeansBase;
+using static kMeans.Helper;
 
 namespace kMeans;
 
@@ -11,7 +12,7 @@ public static class Program
     public static void Main()
     {
         Console.WriteLine("k-Means-Algorithm");
-        var points = ParseCsv(Coordinates).ToList();
+        var points = Csv.Parse(Coordinates).ToList();
 
         KMeansBase.KMeans.KMeansCalculation(points, K, out var centroids);