//
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
// http://github.com/mathnet/mathnet-numerics
//
// Copyright (c) 2009-2015 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 System.Runtime.Serialization;
namespace IStation.Numerics.LinearAlgebra.Storage
{
[Serializable]
[DataContract(Namespace = "urn:IStation/Numerics/LinearAlgebra")]
public abstract partial class VectorStorage : IEquatable>
where T : struct, IEquatable, IFormattable
{
// [ruegg] public fields are OK here
protected static readonly T Zero = BuilderInstance.Vector.Zero;
[DataMember(Order = 1)]
public readonly int Length;
protected VectorStorage(int length)
{
if (length < 0)
{
throw new ArgumentOutOfRangeException(nameof(length), "Value must not be negative (zero is ok).");
}
Length = length;
}
///
/// True if the vector storage format is dense.
///
public abstract bool IsDense { get; }
///
/// Gets or sets the value at the given index, with range checking.
///
///
/// The index 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 index]
{
get
{
ValidateRange(index);
return At(index);
}
set
{
ValidateRange(index);
At(index, value);
}
}
///
/// Retrieves the requested element without range checking.
///
/// The index of the element.
/// The requested element.
/// Not range-checked.
public abstract T At(int index);
///
/// Sets the element without range checking.
///
/// The index 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 index, T value);
///
/// 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(VectorStorage other)
{
// Reject equality when the argument is null or has a different shape.
if (other == null)
{
return false;
}
if (Length != other.Length)
{
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 index = 0; index < Length; index++)
{
if (!At(index).Equals(other.At(index)))
{
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 sealed override bool Equals(object obj)
{
return Equals(obj as VectorStorage);
}
///
/// Serves as a hash function for a particular type.
///
///
/// A hash code for the current .
///
public override int GetHashCode()
{
var hashNum = Math.Min(Length, 25);
int hash = 17;
unchecked
{
for (var i = 0; i < hashNum; i++)
{
hash = hash*31 + At(i).GetHashCode();
}
}
return hash;
}
// CLEARING
public virtual void Clear()
{
for (var i = 0; i < Length; i++)
{
At(i, Zero);
}
}
public virtual void Clear(int index, int count)
{
for (var i = index; i < index + count; i++)
{
At(i, Zero);
}
}
// VECTOR COPY
public void CopyTo(VectorStorage target, ExistingData existingData = ExistingData.Clear)
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (ReferenceEquals(this, target))
{
return;
}
if (Length != target.Length)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(target));
}
CopyToUnchecked(target, existingData);
}
internal virtual void CopyToUnchecked(VectorStorage target, ExistingData existingData)
{
for (int i = 0; i < Length; i++)
{
target.At(i, At(i));
}
}
// ROW COPY
public void CopyToRow(MatrixStorage target, int rowIndex, ExistingData existingData = ExistingData.Clear)
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (Length != target.ColumnCount)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(target));
}
ValidateRowRange(target, rowIndex);
CopyToRowUnchecked(target, rowIndex, existingData);
}
internal virtual void CopyToRowUnchecked(MatrixStorage target, int rowIndex, ExistingData existingData)
{
for (int j = 0; j < Length; j++)
{
target.At(rowIndex, j, At(j));
}
}
// COLUMN COPY
public void CopyToColumn(MatrixStorage target, int columnIndex, ExistingData existingData = ExistingData.Clear)
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (Length != target.RowCount)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(target));
}
ValidateColumnRange(target, columnIndex);
CopyToColumnUnchecked(target, columnIndex, existingData);
}
internal virtual void CopyToColumnUnchecked(MatrixStorage target, int columnIndex, ExistingData existingData)
{
for (int i = 0; i < Length; i++)
{
target.At(i, columnIndex, At(i));
}
}
// SUB-VECTOR COPY
public void CopySubVectorTo(VectorStorage target,
int sourceIndex, int targetIndex, int count,
ExistingData existingData = ExistingData.Clear)
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (count == 0)
{
return;
}
ValidateSubVectorRange(target, sourceIndex, targetIndex, count);
CopySubVectorToUnchecked(target, sourceIndex, targetIndex, count, existingData);
}
internal virtual void CopySubVectorToUnchecked(VectorStorage target,
int sourceIndex, int targetIndex, int count, ExistingData existingData)
{
if (ReferenceEquals(this, target))
{
var tmp = new T[count];
for (int i = 0; i < tmp.Length; i++)
{
tmp[i] = At(i + sourceIndex);
}
for (int i = 0; i < tmp.Length; i++)
{
At(i + targetIndex, tmp[i]);
}
return;
}
for (int i = sourceIndex, ii = targetIndex; i < sourceIndex + count; i++, ii++)
{
target.At(ii, At(i));
}
}
// SUB-ROW COPY
public void CopyToSubRow(MatrixStorage target, int rowIndex,
int sourceColumnIndex, int targetColumnIndex, int columnCount,
ExistingData existingData = ExistingData.Clear)
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (columnCount == 0)
{
return;
}
ValidateSubRowRange(target, rowIndex, sourceColumnIndex, targetColumnIndex, columnCount);
CopyToSubRowUnchecked(target, rowIndex, sourceColumnIndex, targetColumnIndex, columnCount, existingData);
}
internal virtual void CopyToSubRowUnchecked(MatrixStorage target, int rowIndex,
int sourceColumnIndex, int targetColumnIndex, int columnCount, ExistingData existingData)
{
for (int j = sourceColumnIndex, jj = targetColumnIndex; j < sourceColumnIndex + columnCount; j++, jj++)
{
target.At(rowIndex, jj, At(j));
}
}
// SUB-COLUMN COPY
public void CopyToSubColumn(MatrixStorage target, int columnIndex,
int sourceRowIndex, int targetRowIndex, int rowCount,
ExistingData existingData = ExistingData.Clear)
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (rowCount == 0)
{
return;
}
ValidateSubColumnRange(target, columnIndex, sourceRowIndex, targetRowIndex, rowCount);
CopyToSubColumnUnchecked(target, columnIndex, sourceRowIndex, targetRowIndex, rowCount, existingData);
}
internal virtual void CopyToSubColumnUnchecked(MatrixStorage target, int columnIndex,
int sourceRowIndex, int targetRowIndex, int rowCount, ExistingData existingData)
{
for (int i = sourceRowIndex, ii = targetRowIndex; i < sourceRowIndex + rowCount; i++, ii++)
{
target.At(ii, columnIndex, At(i));
}
}
// EXTRACT
public virtual T[] ToArray()
{
var ret = new T[Length];
for (int i = 0; i < ret.Length; i++)
{
ret[i] = At(i);
}
return ret;
}
public virtual T[] AsArray()
{
return null;
}
// ENUMERATION
public virtual IEnumerable Enumerate()
{
for (var i = 0; i < Length; i++)
{
yield return At(i);
}
}
public virtual IEnumerable> EnumerateIndexed()
{
for (var i = 0; i < Length; i++)
{
yield return new Tuple(i, At(i));
}
}
public virtual IEnumerable EnumerateNonZero()
{
for (var i = 0; i < Length; i++)
{
var x = At(i);
if (!Zero.Equals(x))
{
yield return x;
}
}
}
public virtual IEnumerable> EnumerateNonZeroIndexed()
{
for (var i = 0; i < Length; i++)
{
var x = At(i);
if (!Zero.Equals(x))
{
yield return new Tuple(i, x);
}
}
}
// FIND
public virtual Tuple Find(Func predicate, Zeros zeros)
{
for (int i = 0; i < Length; i++)
{
var item = At(i);
if (predicate(item))
{
return new Tuple(i, item);
}
}
return null;
}
public Tuple Find2(VectorStorage other, Func predicate, Zeros zeros)
where TOther : struct, IEquatable, IFormattable
{
if (other == null)
{
throw new ArgumentNullException(nameof(other));
}
if (Length != other.Length)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(other));
}
return Find2Unchecked(other, predicate, zeros);
}
internal virtual Tuple Find2Unchecked(VectorStorage other, Func predicate, Zeros zeros)
where TOther : struct, IEquatable, IFormattable
{
for (int i = 0; i < Length; i++)
{
var item = At(i);
var otherItem = other.At(i);
if (predicate(item, otherItem))
{
return new Tuple(i, item, otherItem);
}
}
return null;
}
// FUNCTIONAL COMBINATORS: MAP
public virtual void MapInplace(Func f, Zeros zeros)
{
for (int i = 0; i < Length; i++)
{
At(i, f(At(i)));
}
}
public virtual void MapIndexedInplace(Func f, Zeros zeros)
{
for (int i = 0; i < Length; i++)
{
At(i, f(i, At(i)));
}
}
public void MapTo(VectorStorage target, Func f, Zeros zeros, ExistingData existingData)
where TU : struct, IEquatable, IFormattable
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (Length != target.Length)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(target));
}
MapToUnchecked(target, f, zeros, existingData);
}
internal virtual void MapToUnchecked(VectorStorage target, Func f, Zeros zeros, ExistingData existingData)
where TU : struct, IEquatable, IFormattable
{
for (int i = 0; i < Length; i++)
{
target.At(i, f(At(i)));
}
}
public void MapIndexedTo(VectorStorage target, Func f, Zeros zeros, ExistingData existingData)
where TU : struct, IEquatable, IFormattable
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (Length != target.Length)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(target));
}
MapIndexedToUnchecked(target, f, zeros, existingData);
}
internal virtual void MapIndexedToUnchecked(VectorStorage target, Func f, Zeros zeros, ExistingData existingData)
where TU : struct, IEquatable, IFormattable
{
for (int i = 0; i < Length; i++)
{
target.At(i, f(i, At(i)));
}
}
public void Map2To(VectorStorage target, VectorStorage other, Func f, Zeros zeros, ExistingData existingData)
{
if (target == null)
{
throw new ArgumentNullException(nameof(target));
}
if (other == null)
{
throw new ArgumentNullException(nameof(other));
}
if (Length != target.Length)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(target));
}
if (Length != other.Length)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(other));
}
Map2ToUnchecked(target, other, f, zeros, existingData);
}
internal virtual void Map2ToUnchecked(VectorStorage target, VectorStorage other, Func f, Zeros zeros, ExistingData existingData)
{
for (int i = 0; i < Length; i++)
{
target.At(i, f(At(i), other.At(i)));
}
}
// FUNCTIONAL COMBINATORS: FOLD
public TState Fold2(VectorStorage other, Func f, TState state, Zeros zeros)
where TOther : struct, IEquatable, IFormattable
{
if (other == null)
{
throw new ArgumentNullException(nameof(other));
}
if (Length != other.Length)
{
throw new ArgumentException("All vectors must have the same dimensionality.", nameof(other));
}
return Fold2Unchecked(other, f, state, zeros);
}
internal virtual TState Fold2Unchecked(VectorStorage other, Func f, TState state, Zeros zeros)
where TOther : struct, IEquatable, IFormattable
{
for (int i = 0; i < Length; i++)
{
state = f(state, At(i), other.At(i));
}
return state;
}
}
}