public void TestMultiplyScalar()
{
var array1 = new[] { 1.2, 2.3, 3.4, 4.5 };
const double scalar = 1.1;
var expected = new[] { 1.32, 2.53, 3.74, 4.95 };
Assert.IsTrue(TestUtils.SequenceEquals(expected, WaveMath.Multiply(array1, scalar)));
}
public void TestMultiplyArrays()
{
var array1 = new[] { 1.2, 2.3, 3.4, 4.5 };
var array2 = new[] { 1.1, 2.2, 3.3, 1 };
var expected = new[] { 1.32, 5.06, 11.22, 4.5 };
Assert.IsTrue(TestUtils.SequenceEquals(expected, WaveMath.GetOperationFunction(WaveMath.OperationEnum.Multiply)(array1, array2)));
Assert.IsTrue(TestUtils.SequenceEquals(expected, WaveMath.Multiply(array2, array1)));
Assert.IsTrue(TestUtils.SequenceEquals(expected, WaveMath.Multiply(array1, array2.SubArray(3))));
}
/// <summary>
/// Extends an array using the specified extension mode
/// </summary>
/// <param name="input">Array to extend</param>
/// <param name="extensionMode">The extension mode</param>
/// <param name="beforeSize">The extension size of the left side</param>
/// <param name="afterSize">The extension size of right left side</param>
/// <returns></returns>
public static double[] Extend(double[] input, ExtensionMode extensionMode, int beforeSize, int afterSize)
{
if (input.Length == 0)
{
return(MemoryPool.Pool.New <double>(beforeSize + afterSize, true));
}
var pointsHalfLength = input.Length;
while (beforeSize > input.Length || afterSize > input.Length)
{
input = Extend(input, extensionMode, pointsHalfLength);
return(input);
}
var beforeExtension = MemoryPool.Pool.New <double>(beforeSize, true);
var afterExtension = MemoryPool.Pool.New <double>(afterSize, true);
if (extensionMode != ExtensionMode.ZeroPadding)
{
if (extensionMode == ExtensionMode.SymmetricHalfPoint || extensionMode == ExtensionMode.AntisymmetricHalfPoint)
{
if (beforeSize > 0)
{
Array.Copy(input, beforeExtension, beforeSize);
Array.Reverse(beforeExtension);
}
Array.Copy(input, input.Length - afterSize, afterExtension, 0, afterSize);
Array.Reverse(afterExtension);
if (extensionMode == ExtensionMode.AntisymmetricHalfPoint)
{
if (beforeSize > 0)
{
beforeExtension = WaveMath.Multiply(beforeExtension, -1);
}
afterExtension = WaveMath.Multiply(afterExtension, -1);
}
}
else if (extensionMode == ExtensionMode.SymmetricWholePoint)
{
if (beforeSize > 0)
{
Array.Copy(input, input.Length > beforeSize ? 1 : 0, beforeExtension, 0, beforeSize);
Array.Reverse(beforeExtension);
}
Array.Copy(input, input.Length - afterSize - 1 < 0 ? 0 : input.Length - afterSize - 1, afterExtension, 0, afterSize);
Array.Reverse(afterExtension);
}
else if (extensionMode == ExtensionMode.AntisymmetricWholePoint)
{
if (beforeSize > 0)
{
beforeExtension = GetAntisymmetricWholePointBefore(input, beforeSize);
}
afterExtension = GetAntisymmetricWholePointAfter(input, afterSize);
}
else if (extensionMode == ExtensionMode.PeriodicPadding)
{
if (beforeSize > 0)
{
Array.Copy(input, input.Length - beforeSize, beforeExtension, 0, beforeSize);
}
Array.Copy(input, 0, afterExtension, 0, afterSize);
}
else if (extensionMode == ExtensionMode.SmoothPadding0)
{
if (beforeSize > 0)
{
for (var i = 0; i < beforeExtension.Length; i++)
{
beforeExtension[i] = input[0];
}
}
for (var i = 0; i < afterExtension.Length; i++)
{
afterExtension[i] = input[input.Length - 1];
}
}
else if (extensionMode == ExtensionMode.SmoothPadding1)
{
double previous;
if (beforeSize > 0)
{
var beforeDif = input[0] - input[1];
previous = input[0];
for (var i = beforeSize - 1; i >= 0; i--)
{
beforeExtension[i] = previous + beforeDif;
previous = beforeExtension[i];
}
}
var afterDif = input[input.Length - 1] - input[input.Length - 2];
previous = input[input.Length - 1];
for (var i = 0; i < afterSize; i++)
{
afterExtension[i] = previous + afterDif;
previous = afterExtension[i];
}
}
}
var newPoints = MemoryPool.Pool.New <double>(beforeSize + input.Length + afterSize);
if (beforeSize > 0)
{
beforeExtension.CopyTo(newPoints, 0);
}
input.CopyTo(newPoints, beforeSize);
afterExtension.CopyTo(newPoints, beforeSize + input.Length);
return(newPoints);
}