Added a frequency analysis tool for integers

FastRngTests/IntFrequencyAnalysis.cs

@@ -0,0 +1,82 @@
+using System;
+using System.Diagnostics.CodeAnalysis;
+using System.Linq;
+using System.Text;
+
+namespace FastRngTests;
+
+[ExcludeFromCodeCoverage]
+public sealed class IntFrequencyAnalysis
+{
+    private readonly uint[] data;
+        
+    public IntFrequencyAnalysis(int maxValue = 100)
+    {
+        this.data = new uint[maxValue];
+    }
+
+    public void CountThis(int value)
+    {
+        this.data[value]++;
+    }
+
+    public float[] GetNormalizedEvents()
+    {
+        var max = (float)this.data.Max();
+        var result = new float[this.data.Length];
+        for (var n = 0; n < this.data.Length; n++)
+        {
+            result[n] = this.data[n] / max;
+        }
+
+        return result;
+    }
+
+    private float[] Normalize()
+    {
+        var max = (float)this.data.Max();
+        var result = new float[this.data.Length];
+        for (var n = 0; n < this.data.Length; n++)
+            result[n] = this.data[n] / max;
+
+        return result;
+    }
+
+    public float[] NormalizeAndPlotEvents(Action<string> writer)
+    {
+        var result = this.Normalize();
+        Plot(result, writer, "Event Distribution");
+            
+        return result;
+    }
+        
+    public void PlotOccurence(Action<string> writer)
+    {
+        var data = this.data.Select(n => n > 0f ? 1.0f : 0.0f).ToArray();
+        Plot(data, writer, "Occurrence Distribution");
+    }
+
+    private static void Plot(float[] data, Action<string> writer, string name)
+    {
+        const int HEIGHT = 16;
+            
+        var values = new float[data.Length];
+        for (var n = 0; n < data.Length; n++)
+        {
+            values[n] = data[n] * HEIGHT;
+        }
+
+        var sb = new StringBuilder();
+        for (var line = HEIGHT; line > 0; line--)
+        {
+            for (var column = 0; column < data.Length; column++)
+                sb.Append(values[column] >= line ? '█' : '░');
+                
+            writer.Invoke(sb.ToString());
+            sb.Clear();
+        }
+            
+        writer.Invoke(name);
+        writer.Invoke(string.Empty);
+    }
+}