//
// 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) 2009-2013 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;
using System.Collections.Generic;
using MathNet.Numerics.Properties;
namespace MathNet.Numerics.LinearAlgebra.Storage
{
[Serializable]
public abstract partial class MatrixStorage : IEquatable>
where T : struct, IEquatable, IFormattable
{
// [ruegg] public fields are OK here
protected static readonly T Zero = BuilderInstance.Instance.Zero;
public readonly int RowCount;
public readonly int ColumnCount;
protected MatrixStorage(int rowCount, int columnCount)
{
if (rowCount <= 0)
{
throw new ArgumentOutOfRangeException(Resources.MatrixRowsMustBePositive);
}
if (columnCount <= 0)
{
throw new ArgumentOutOfRangeException(Resources.MatrixColumnsMustBePositive);
}
RowCount = rowCount;
ColumnCount = columnCount;
}
///
/// True if the matrix storage format is dense.
///
public abstract bool IsDense { get; }
///
/// True if all fields of this matrix can be set to any value.
/// False if some fields are fixed, like on a diagonal matrix.
///
public abstract bool IsFullyMutable { get; }
///
/// True if the specified field can be set to any value.
/// False if the field is fixed, like an off-diagonal field on a diagonal matrix.
///
public abstract bool IsMutableAt(int row, int column);
///
/// Gets or sets the value at the given row and column, with range checking.
///
///
/// The row of the element.
///
///
/// The column of the element.
///
/// The value to get or set.
/// This method is ranged checked. and
/// to get and set values without range checking.
public T this[int row, int column]
{
get
{
ValidateRange(row, column);
return At(row, column);
}
set
{
ValidateRange(row, column);
At(row, column, value);
}
}
///
/// Retrieves the requested element without range checking.
///
///
/// The row of the element.
///
///
/// The column of the element.
///
///
/// The requested element.
///
/// Not range-checked.
public abstract T At(int row, int column);
///
/// Sets the element without range checking.
///
/// The row of the element.
/// The column of the element.
/// The value to set the element to.
/// WARNING: This method is not thread safe. Use "lock" with it and be sure to avoid deadlocks.
public abstract void At(int row, int column, T value);
public virtual void Clear()
{
for (var i = 0; i < RowCount; i++)
{
for (var j = 0; j < ColumnCount; j++)
{
At(i, j, Zero);
}
}
}
public virtual void Clear(int rowIndex, int rowCount, int columnIndex, int columnCount)
{
for (var i = rowIndex; i < rowIndex + rowCount; i++)
{
for (var j = columnIndex; j < columnIndex + columnCount; j++)
{
At(i, j, Zero);
}
}
}
///
/// Indicates whether the current object is equal to another object of the same type.
///
///
/// An object to compare with this object.
///
///
/// true if the current object is equal to the parameter; otherwise, false.
///
public virtual bool Equals(MatrixStorage other)
{
// Reject equality when the argument is null or has a different shape.
if (other == null)
{
return false;
}
if (ColumnCount != other.ColumnCount || RowCount != other.RowCount)
{
return false;
}
// Accept if the argument is the same object as this.
if (ReferenceEquals(this, other))
{
return true;
}
// If all else fails, perform element wise comparison.
for (var row = 0; row < RowCount; row++)
{
for (var column = 0; column < ColumnCount; column++)
{
if (!At(row, column).Equals(other.At(row, column)))
{
return false;
}
}
}
return true;
}
///
/// Determines whether the specified is equal to the current .
///
///
/// true if the specified is equal to the current ; otherwise, false.
///
/// The to compare with the current .
public override sealed bool Equals(object obj)
{
return Equals(obj as MatrixStorage);
}
///
/// Serves as a hash function for a particular type.
///
///
/// A hash code for the current .
///
public override int GetHashCode()
{
var hashNum = Math.Min(RowCount*ColumnCount, 25);
int hash = 17;
unchecked
{
for (var i = 0; i < hashNum; i++)
{
var col = i%ColumnCount;
var row = (i - col)/RowCount;
hash = hash*31 + At(row, col).GetHashCode();
}
}
return hash;
}
// MATRIX COPY
public void CopyTo(MatrixStorage target, bool skipClearing = false)
{
if (target == null)
{
throw new ArgumentNullException("target");
}
if (ReferenceEquals(this, target))
{
return;
}
if (RowCount != target.RowCount || ColumnCount != target.ColumnCount)
{
var message = string.Format(Resources.ArgumentMatrixDimensions2, RowCount + "x" + ColumnCount, target.RowCount + "x" + target.ColumnCount);
throw new ArgumentException(message, "target");
}
CopyToUnchecked(target, skipClearing);
}
internal virtual void CopyToUnchecked(MatrixStorage target, bool skipClearing = false)
{
for (int j = 0; j < ColumnCount; j++)
{
for (int i = 0; i < RowCount; i++)
{
target.At(i, j, At(i, j));
}
}
}
public void CopySubMatrixTo(MatrixStorage target,
int sourceRowIndex, int targetRowIndex, int rowCount,
int sourceColumnIndex, int targetColumnIndex, int columnCount,
bool skipClearing = false)
{
if (target == null)
{
throw new ArgumentNullException("target");
}
if (ReferenceEquals(this, target))
{
throw new NotSupportedException();
}
ValidateSubMatrixRange(target,
sourceRowIndex, targetRowIndex, rowCount,
sourceColumnIndex, targetColumnIndex, columnCount);
CopySubMatrixToUnchecked(target, sourceRowIndex, targetRowIndex, rowCount,
sourceColumnIndex, targetColumnIndex, columnCount, skipClearing);
}
internal virtual void CopySubMatrixToUnchecked(MatrixStorage target,
int sourceRowIndex, int targetRowIndex, int rowCount,
int sourceColumnIndex, int targetColumnIndex, int columnCount,
bool skipClearing = false)
{
for (int j = sourceColumnIndex, jj = targetColumnIndex; j < sourceColumnIndex + columnCount; j++, jj++)
{
for (int i = sourceRowIndex, ii = targetRowIndex; i < sourceRowIndex + rowCount; i++, ii++)
{
target.At(ii, jj, At(i, j));
}
}
}
// ROW COPY
public void CopyRowTo(VectorStorage target, int rowIndex, bool skipClearing = false)
{
if (target == null)
{
throw new ArgumentNullException("target");
}
ValidateRowRange(target, rowIndex);
CopySubRowToUnchecked(target, rowIndex, 0, 0, ColumnCount, skipClearing);
}
public void CopySubRowTo(VectorStorage target, int rowIndex,
int sourceColumnIndex, int targetColumnIndex, int columnCount,
bool skipClearing = false)
{
if (target == null)
{
throw new ArgumentNullException("target");
}
ValidateSubRowRange(target, rowIndex, sourceColumnIndex, targetColumnIndex, columnCount);
CopySubRowToUnchecked(target, rowIndex, sourceColumnIndex, targetColumnIndex, columnCount, skipClearing);
}
internal virtual void CopySubRowToUnchecked(VectorStorage target, int rowIndex,
int sourceColumnIndex, int targetColumnIndex, int columnCount,
bool skipClearing = false)
{
for (int j = sourceColumnIndex, jj = targetColumnIndex; j < sourceColumnIndex + columnCount; j++, jj++)
{
target.At(jj, At(rowIndex, j));
}
}
// COLUMN COPY
public void CopyColumnTo(VectorStorage target, int columnIndex, bool skipClearing = false)
{
if (target == null)
{
throw new ArgumentNullException("target");
}
ValidateColumnRange(target, columnIndex);
CopySubColumnToUnchecked(target, columnIndex, 0, 0, RowCount, skipClearing);
}
public void CopySubColumnTo(VectorStorage target, int columnIndex,
int sourceRowIndex, int targetRowIndex, int rowCount,
bool skipClearing = false)
{
if (target == null)
{
throw new ArgumentNullException("target");
}
ValidateSubColumnRange(target, columnIndex, sourceRowIndex, targetRowIndex, rowCount);
CopySubColumnToUnchecked(target, columnIndex, sourceRowIndex, targetRowIndex, rowCount, skipClearing);
}
internal virtual void CopySubColumnToUnchecked(VectorStorage target, int columnIndex,
int sourceRowIndex, int targetRowIndex, int rowCount,
bool skipClearing = false)
{
for (int i = sourceRowIndex, ii = targetRowIndex; i < sourceRowIndex + rowCount; i++, ii++)
{
target.At(ii, At(i, columnIndex));
}
}
// EXTRACT
public virtual T[] ToRowMajorArray()
{
var ret = new T[RowCount * ColumnCount];
for (int i = 0; i < RowCount; i++)
{
var offset = i * ColumnCount;
for (int j = 0; j < ColumnCount; j++)
{
ret[offset + j] = At(i, j);
}
}
return ret;
}
public virtual T[] ToColumnMajorArray()
{
var ret = new T[RowCount * ColumnCount];
for (int j = 0; j < ColumnCount; j++)
{
var offset = j * RowCount;
for (int i = 0; i < RowCount; i++)
{
ret[offset + i] = At(i, j);
}
}
return ret;
}
public virtual T[,] ToArray()
{
var ret = new T[RowCount,ColumnCount];
for (int i = 0; i < RowCount; i++)
{
for (int j = 0; j < ColumnCount; j++)
{
ret[i, j] = At(i, j);
}
}
return ret;
}
// ENUMERATION
public virtual IEnumerable Enumerate()
{
for (int i = 0; i < RowCount; i++)
{
for (int j = 0; j < ColumnCount; j++)
{
yield return At(i, j);
}
}
}
public virtual IEnumerable> EnumerateIndexed()
{
for (int i = 0; i < RowCount; i++)
{
for (int j = 0; j < ColumnCount; j++)
{
yield return new Tuple(i, j, At(i, j));
}
}
}
public virtual IEnumerable EnumerateNonZero()
{
for (int i = 0; i < RowCount; i++)
{
for (int j = 0; j < ColumnCount; j++)
{
var x = At(i, j);
if (!Zero.Equals(x))
{
yield return x;
}
}
}
}
public virtual IEnumerable> EnumerateNonZeroIndexed()
{
for (int i = 0; i < RowCount; i++)
{
for (int j = 0; j < ColumnCount; j++)
{
var x = At(i, j);
if (!Zero.Equals(x))
{
yield return new Tuple(i, j, x);
}
}
}
}
// FUNCTIONAL COMBINATORS
public virtual void MapInplace(Func f, bool forceMapZeros = false)
{
for (int i = 0; i < RowCount; i++)
{
for (int j = 0; j < ColumnCount; j++)
{
At(i, j, f(At(i, j)));
}
}
}
public virtual void MapIndexedInplace(Func f, bool forceMapZeros = false)
{
for (int i = 0; i < RowCount; i++)
{
for (int j = 0; j < ColumnCount; j++)
{
At(i, j, f(i, j, At(i, j)));
}
}
}
}
}