diff --git a/src/UnitTests/LinearAlgebraTests/MatrixStorageCombinatorsTests.cs b/src/UnitTests/LinearAlgebraTests/MatrixStorageCombinatorsTests.cs
new file mode 100644
index 00000000..fd2ed393
--- /dev/null
+++ b/src/UnitTests/LinearAlgebraTests/MatrixStorageCombinatorsTests.cs
@@ -0,0 +1,165 @@
+//
+// Math.NET Numerics, part of the Math.NET Project
+// http://numerics.mathdotnet.com
+// http://github.com/mathnet/mathnet-numerics
+// http://mathnetnumerics.codeplex.com
+//
+// Copyright (c) 2009-2014 Math.NET
+//
+// Permission is hereby granted, free of charge, to any person
+// obtaining a copy of this software and associated documentation
+// files (the "Software"), to deal in the Software without
+// restriction, including without limitation the rights to use,
+// copy, modify, merge, publish, distribute, sublicense, and/or sell
+// copies of the Software, and to permit persons to whom the
+// Software is furnished to do so, subject to the following
+// conditions:
+//
+// The above copyright notice and this permission notice shall be
+// included in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+// EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES
+// OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
+// NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+// HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+// WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR
+// OTHER DEALINGS IN THE SOFTWARE.
+//
+
+using System.Threading;
+using MathNet.Numerics.LinearAlgebra;
+using MathNet.Numerics.LinearAlgebra.Storage;
+using NUnit.Framework;
+
+namespace MathNet.Numerics.UnitTests.LinearAlgebraTests
+{
+ [TestFixture, Category("LA")]
+ public class MatrixStorageCombinatorsTests
+ {
+ [Datapoints]
+ TestMatrixStorage[] _storage =
+ {
+ TestMatrixStorage.DenseMatrix,
+ TestMatrixStorage.SparseMatrix,
+ };
+
+ [Theory]
+ public void MapToSkipZeros(TestMatrixStorage aType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { {1.0, 2.0}, {0.0, 4.0} });
+ var result = TestData.MatrixStorage(resultType, 2, 2);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {-1.0, -2.0}, {0.0, -4.0} });
+ a.MapTo(result, u => -u, Zeros.AllowSkip);
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void MapToForceIncludeZeros(TestMatrixStorage aType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { {1.0, 2.0}, {0.0, 4.0} });
+ var result = TestData.MatrixStorage(resultType, 2, 2);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {0.0, -1.0}, {1.0, -3.0} });
+ a.MapTo(result, u => -u + 1.0, Zeros.Include);
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void MapToAutoIncludeZeros(TestMatrixStorage aType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { { 1.0, 2.0 }, { 0.0, 4.0 } });
+ var result = TestData.MatrixStorage(resultType, 2, 2);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {0.0, -1.0}, {1.0, -3.0} });
+ a.MapTo(result, u => -u + 1.0, Zeros.AllowSkip);
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void MapIndexedToSkipZeros(TestMatrixStorage aType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { { 1.0, 2.0 }, { 0.0, 4.0 } });
+ var result = TestData.MatrixStorage(resultType, 2, 2);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {-1.0, -2.0}, {0.0, -4.0} });
+ int badValueCount = 0; // one time is OK for zero-check
+ a.MapIndexedTo(result, (i, j, u) => { if (a.At(i, j) != u) Interlocked.Increment(ref badValueCount); return -u; }, Zeros.AllowSkip);
+ Assert.That(badValueCount, Is.LessThanOrEqualTo(1));
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void MapIndexedToForceIncludeZeros(TestMatrixStorage aType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { { 1.0, 2.0 }, { 0.0, 4.0 } });
+ var result = TestData.MatrixStorage(resultType, 2, 2);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {0.0, -1.0}, {1.0, -3.0} });
+ int badValueCount = 0; // one time is OK for zero-check
+ a.MapIndexedTo(result, (i, j, u) => { if (a.At(i, j) != u) Interlocked.Increment(ref badValueCount); return -u + 1.0; }, Zeros.Include);
+ Assert.That(badValueCount, Is.LessThanOrEqualTo(1));
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void MapIndexedToAutoIncludeZeros(TestMatrixStorage aType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { { 1.0, 2.0 }, { 0.0, 4.0 } });
+ var result = TestData.MatrixStorage(resultType, 2, 2);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {0.0, -1.0}, {1.0, -3.0} });
+ int badValueCount = 0; // one time is OK for zero-check
+ a.MapIndexedTo(result, (i, j, u) => { if (a.At(i, j) != u) Interlocked.Increment(ref badValueCount); return -u + 1.0; }, Zeros.AllowSkip);
+ Assert.That(badValueCount, Is.LessThanOrEqualTo(1));
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void Map2ToSkipZeros(TestMatrixStorage aType, TestMatrixStorage bType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { {1.0, 2.0, 0.0}, {4.0, 0.0, 6.0} });
+ var b = TestData.MatrixStorage(bType, new[,] { {11.0, 12.0, 13.0}, {0.0, 0.0, 16.0} });
+ var result = TestData.MatrixStorage(resultType, 2, 3);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {12.0, 14.0, 13.0}, {4.0, 0.0, 22.0} });
+ a.Map2To(result, b, (u, v) => u + v, Zeros.AllowSkip, ExistingData.AssumeZeros);
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void Map2ToForceIncludeZeros(TestMatrixStorage aType, TestMatrixStorage bType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { {1.0, 2.0, 0.0}, {4.0, 0.0, 6.0} });
+ var b = TestData.MatrixStorage(bType, new[,] { {11.0, 12.0, 13.0}, {0.0, 0.0, 16.0} });
+ var result = TestData.MatrixStorage(resultType, 2, 3);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {13.0, 15.0, 14.0}, {5.0, 1.0, 23.0} });
+ a.Map2To(result, b, (u, v) => u + v + 1.0, Zeros.Include, ExistingData.AssumeZeros);
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void Map2ToAutoIncludeZeros(TestMatrixStorage aType, TestMatrixStorage bType, TestMatrixStorage resultType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { {1.0, 2.0, 0.0}, {4.0, 0.0, 6.0} });
+ var b = TestData.MatrixStorage(bType, new[,] { {11.0, 12.0, 13.0}, {0.0, 0.0, 16.0} });
+ var result = TestData.MatrixStorage(resultType, 2, 3);
+ var expected = DenseColumnMajorMatrixStorage.OfArray(new[,] { {13.0, 15.0, 14.0}, {5.0, 1.0, 23.0} });
+ a.Map2To(result, b, (u, v) => u + v + 1.0, Zeros.AllowSkip, ExistingData.AssumeZeros);
+ Assert.That(result.Equals(expected));
+ }
+
+ [Theory]
+ public void Fold2SkipZeros(TestMatrixStorage aType, TestMatrixStorage bType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { {1.0, 2.0, 0.0}, {4.0, 0.0, 6.0} });
+ var b = TestData.MatrixStorage(bType, new[,] { {11.0, 12.0, 13.0}, {0.0, 0.0, 16.0} });
+ var result = a.Fold2(b, (acc, u, v) => acc + u + v, 0.0, Zeros.AllowSkip);
+ Assert.That(result, Is.EqualTo(65));
+ }
+
+ [Theory]
+ public void Fold2ForceIncludeZeros(TestMatrixStorage aType, TestMatrixStorage bType)
+ {
+ var a = TestData.MatrixStorage(aType, new[,] { {1.0, 2.0, 0.0}, {4.0, 0.0, 6.0} });
+ var b = TestData.MatrixStorage(bType, new[,] { {11.0, 12.0, 13.0}, {0.0, 0.0, 16.0} });
+ var result = a.Fold2(b, (acc, u, v) => acc + u + v + 1.0, 0.0, Zeros.Include);
+ Assert.That(result, Is.EqualTo(71));
+ }
+ }
+}
diff --git a/src/UnitTests/LinearAlgebraTests/TestData.cs b/src/UnitTests/LinearAlgebraTests/TestData.cs
index a9f65b8c..f0b10a93 100644
--- a/src/UnitTests/LinearAlgebraTests/TestData.cs
+++ b/src/UnitTests/LinearAlgebraTests/TestData.cs
@@ -107,5 +107,37 @@ namespace MathNet.Numerics.UnitTests.LinearAlgebraTests
throw new NotSupportedException();
}
}
+
+ public static MatrixStorage MatrixStorage(TestMatrixStorage type, T[,] data)
+ where T : struct, IEquatable, IFormattable
+ {
+ switch (type)
+ {
+ case TestMatrixStorage.DenseMatrix:
+ return DenseColumnMajorMatrixStorage.OfArray(data);
+ case TestMatrixStorage.SparseMatrix:
+ return SparseCompressedRowMatrixStorage.OfArray(data);
+ case TestMatrixStorage.DiagonalMatrix:
+ return DiagonalMatrixStorage.OfArray(data);
+ default:
+ throw new NotSupportedException();
+ }
+ }
+
+ public static MatrixStorage MatrixStorage(TestMatrixStorage type, int rows, int columns)
+ where T : struct, IEquatable, IFormattable
+ {
+ switch (type)
+ {
+ case TestMatrixStorage.DenseMatrix:
+ return new DenseColumnMajorMatrixStorage(rows, columns);
+ case TestMatrixStorage.SparseMatrix:
+ return new SparseCompressedRowMatrixStorage(rows, columns);
+ case TestMatrixStorage.DiagonalMatrix:
+ return new DiagonalMatrixStorage(rows, columns);
+ default:
+ throw new NotSupportedException();
+ }
+ }
}
}
\ No newline at end of file
diff --git a/src/UnitTests/LinearAlgebraTests/VectorStorageCombinatorsTests.cs b/src/UnitTests/LinearAlgebraTests/VectorStorageCombinatorsTests.cs
index dea35fa7..3a3c51c2 100644
--- a/src/UnitTests/LinearAlgebraTests/VectorStorageCombinatorsTests.cs
+++ b/src/UnitTests/LinearAlgebraTests/VectorStorageCombinatorsTests.cs
@@ -38,6 +38,13 @@ namespace MathNet.Numerics.UnitTests.LinearAlgebraTests
[TestFixture, Category("LA")]
public class VectorStorageCombinatorsTests
{
+ [Datapoints]
+ TestVectorStorage[] _storage =
+ {
+ TestVectorStorage.DenseVector,
+ TestVectorStorage.SparseVector,
+ };
+
[Theory]
public void MapToSkipZeros(TestVectorStorage aType, TestVectorStorage resultType)
{