public void HistogramConstructorTest()
{
Histogram target = new Histogram();
Assert.IsNotNull(target.Bins);
Assert.IsNotNull(target.Values);
Assert.AreEqual(0, target.Bins.Count);
}
public void ComputeTest2()
{
Histogram target = new Histogram();
double[] data = new double[] { };
target.Compute(data);
Assert.AreEqual(0, target.Bins.Count);
Assert.AreEqual(0.0, target.Range.Min);
Assert.AreEqual(0.0, target.Range.Max);
}
public void ComputeTest1()
{
Histogram target = new Histogram();
double[] data = new double[] { 200.0, 200.0, 200.0 };
target.AutoAdjustmentRule = BinAdjustmentRule.Scott;
target.Compute(data);
Assert.AreEqual(1, target.Bins.Count);
Assert.AreEqual(3, target.Bins[0].Value);
Assert.AreEqual(0.0, target.Bins[0].Width);
Assert.IsTrue(target.Bins[0].Contains(200));
Assert.IsFalse(target.Bins[0].Contains(201));
Assert.AreEqual(target.Bins[0], target.Bins.Search(200));
}
/// <summary>
/// Creates a new object that is a copy of the current instance.
/// </summary>
///
/// <returns>
/// A new object that is a copy of this instance.
/// </returns>
///
public object Clone()
{
Histogram clone = new Histogram();
clone.initialize(this.values.Length);
for (int i = 0; i < clone.ranges.Length; i++)
clone.ranges[i] = this.ranges[i];
for (int i = 0; i < clone.values.Length; i++)
clone.values[i] = this.values[i];
clone.cumulative = this.cumulative;
clone.inclusiveUpperBound = this.inclusiveUpperBound;
clone.rule = this.rule;
return clone;
}
/// <summary>
/// Adds one histogram from the other, storing
/// results in a new histogram, without changing the
/// current instance.
/// </summary>
///
/// <param name="histogram">The histogram whose bin values will be added.</param>
///
/// <returns>A new <see cref="Histogram"/> containing the result of this operation.</returns>
///
public Histogram Add(Histogram histogram)
{
return Add(histogram.Values);
}
/// <summary>
/// Subtracts one histogram from the other, storing
/// results in a new histogram, without changing the
/// current instance.
/// </summary>
///
/// <param name="histogram">The histogram whose bin values will be subtracted.</param>
///
/// <returns>A new <see cref="Histogram"/> containing the result of this operation.</returns>
///
public Histogram Subtract(Histogram histogram)
{
return Subtract(histogram.Values);
}
/// <summary>
/// Creates a histogram of values from a sample.
/// </summary>
///
/// <param name="values">The values to be binned in the histogram.</param>
///
/// <returns>A histogram reflecting the distribution of values in the sample.</returns>
///
public Histogram FromData(double[] values)
{
var hist = new Histogram();
hist.Compute(values);
return hist;
}
public void ComputeTest3()
{
Histogram target;
HistogramBin bin;
double[] values = { 1, 2, 2, 3, 3, 3, 3, 4, 4, 5, 6 };
target = new Histogram();
target.Compute(values, 5);
Assert.AreEqual(1, target.Range.Min);
Assert.AreEqual(6, target.Range.Max);
Assert.AreEqual(5, target.Bins.Count);
bin = target.Bins[0];
Assert.AreEqual(1, bin.Value);
Assert.AreEqual(1.0, bin.Width);
Assert.IsTrue(bin.Range.Min <= 1 && 1 < bin.Range.Max);
Assert.IsTrue(bin.Contains(1));
Assert.IsFalse(bin.Contains(2));
Assert.AreEqual(bin, target.Bins.Search(1));
Assert.AreEqual(0, target.Bins.SearchIndex(1));
bin = target.Bins[1];
Assert.AreEqual(2.0, bin.Value);
Assert.AreEqual(1.0, bin.Width);
Assert.IsTrue(bin.Range.Min <= 2 && 2 < bin.Range.Max);
Assert.IsTrue(bin.Contains(2));
Assert.IsFalse(bin.Contains(3));
Assert.AreEqual(bin, target.Bins.Search(2));
Assert.AreEqual(1, target.Bins.SearchIndex(2));
bin = target.Bins[2];
Assert.AreEqual(4.0, bin.Value);
Assert.AreEqual(1.0, bin.Width);
Assert.IsTrue(bin.Range.Min <= 3 && 3 < bin.Range.Max);
Assert.IsTrue(bin.Contains(3));
Assert.IsFalse(bin.Contains(4));
Assert.AreEqual(bin, target.Bins.Search(3));
Assert.AreEqual(2, target.Bins.SearchIndex(3));
bin = target.Bins[3];
Assert.AreEqual(2.0, bin.Value);
Assert.AreEqual(1.0, bin.Width);
Assert.IsTrue(bin.Range.Min <= 4 && 4 < bin.Range.Max);
Assert.IsTrue(bin.Contains(4));
Assert.IsFalse(bin.Contains(5));
Assert.AreEqual(bin, target.Bins.Search(4));
Assert.AreEqual(3, target.Bins.SearchIndex(4));
bin = target.Bins[4];
Assert.AreEqual(2.0, bin.Value);
Assert.AreEqual(1.0, bin.Width);
Assert.IsTrue(bin.Range.Min <= 5 && 5 < bin.Range.Max);
Assert.IsTrue(bin.Contains(5));
Assert.IsTrue(bin.Contains(6));
Assert.IsFalse(bin.Contains(4));
Assert.AreEqual(bin, target.Bins.Search(5));
Assert.AreEqual(4, target.Bins.SearchIndex(5));
int sum = 0;
for (int i = 0; i < target.Values.Length; i++)
sum += target.Values[i];
Assert.AreEqual(values.Length, sum);
}
public void ComputeTest6()
{
Histogram target = new Histogram();
double[] data = { 0.0, 0.005, 0.124, 0.0, 0.004, 0.0, 0.111, 0.112 };
target.Compute(data, 4);
Assert.AreEqual(5, target.Edges.Length);
Assert.AreEqual(0.000, target.Edges[0]);
Assert.AreEqual(0.031, target.Edges[1]);
Assert.AreEqual(0.062, target.Edges[2]);
Assert.AreEqual(0.093, target.Edges[3]);
Assert.AreEqual(0.124, target.Edges[4]);
}
internal HistogramBin(Histogram histogram, int index)
{
this.index = index;
this.histogram = histogram;
}
internal HistogramBin(Histogram histogram, int index)
{
this.index = index;
this.histogram = histogram;
}
/// <summary>
/// Adds one histogram from the other, storing
/// results in a new histogram, without changing the
/// current instance.
/// </summary>
///
/// <param name="histogram">The histogram whose bin values will be added.</param>
///
/// <returns>A new <see cref="Histogram"/> containing the result of this operation.</returns>
///
public Histogram Add(Histogram histogram)
{
return(Add(histogram.Values));
}
/// <summary>
/// Subtracts one histogram from the other, storing
/// results in a new histogram, without changing the
/// current instance.
/// </summary>
///
/// <param name="histogram">The histogram whose bin values will be subtracted.</param>
///
/// <returns>A new <see cref="Histogram"/> containing the result of this operation.</returns>
///
public Histogram Subtract(Histogram histogram)
{
return(Subtract(histogram.Values));
}