Math.NET Numerics
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// <copyright file="Vector.BCL.cs" company="Math.NET">
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
// http://github.com/mathnet/mathnet-numerics
//
// 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.
// </copyright>
using System;
using System.Collections;
using System.Collections.Generic;
using System.Diagnostics;
using System.Linq;
using System.Text;
using MathNet.Numerics.LinearAlgebra.Storage;
namespace MathNet.Numerics.LinearAlgebra
{
[DebuggerDisplay("Vector {" + nameof(Count) + "}")]
public abstract partial class Vector<T>
{
/// <summary>
/// Indicates whether the current object is equal to another object of the same type.
/// </summary>
/// <param name="other">An object to compare with this object.</param>
/// <returns>
/// <c>true</c> if the current object is equal to the <paramref name="other"/> parameter; otherwise, <c>false</c>.
/// </returns>
public bool Equals(Vector<T> other)
{
return other != null && Storage.Equals(other.Storage);
}
/// <summary>
/// Determines whether the specified <see cref="System.Object"/> is equal to this instance.
/// </summary>
/// <param name="obj">The <see cref="System.Object"/> to compare with this instance.</param>
/// <returns>
/// <c>true</c> if the specified <see cref="System.Object"/> is equal to this instance; otherwise, <c>false</c>.
/// </returns>
public sealed override bool Equals(object obj)
{
return obj is Vector<T> other && Storage.Equals(other.Storage);
}
/// <summary>
/// Returns a hash code for this instance.
/// </summary>
/// <returns>
/// A hash code for this instance, suitable for use in hashing algorithms and data structures like a hash table.
/// </returns>
public sealed override int GetHashCode()
{
return Storage.GetHashCode();
}
/// <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>
object ICloneable.Clone()
{
return Clone();
}
int IList<T>.IndexOf(T item)
{
for (int i = 0; i < Count; ++i)
{
if (At(i).Equals(item))
return i;
}
return -1;
}
void IList<T>.Insert(int index, T item)
{
throw new NotSupportedException();
}
void IList<T>.RemoveAt(int index)
{
throw new NotSupportedException();
}
bool ICollection<T>.IsReadOnly => false;
void ICollection<T>.Add(T item)
{
throw new NotSupportedException();
}
bool ICollection<T>.Remove(T item)
{
throw new NotSupportedException();
}
bool ICollection<T>.Contains(T item)
{
// ReSharper disable once LoopCanBeConvertedToQuery
foreach (var x in this)
{
if (x.Equals(item))
return true;
}
return false;
}
void ICollection<T>.CopyTo(T[] array, int arrayIndex)
{
if (array == null)
{
throw new ArgumentNullException(nameof(array));
}
Storage.CopySubVectorTo(new DenseVectorStorage<T>(array.Length, array), 0, arrayIndex, Count);
}
bool IList.IsReadOnly => false;
bool IList.IsFixedSize => true;
object IList.this[int index]
{
get => Storage[index];
set => Storage[index] = (T) value;
}
int IList.IndexOf(object value)
{
if (!(value is T))
{
return -1;
}
return ((IList<T>) this).IndexOf((T) value);
}
bool IList.Contains(object value)
{
if (!(value is T))
{
return false;
}
return ((ICollection<T>) this).Contains((T) value);
}
void IList.Insert(int index, object value)
{
throw new NotSupportedException();
}
int IList.Add(object value)
{
throw new NotSupportedException();
}
void IList.Remove(object value)
{
throw new NotSupportedException();
}
void IList.RemoveAt(int index)
{
throw new NotSupportedException();
}
bool ICollection.IsSynchronized => false;
object ICollection.SyncRoot => Storage;
void ICollection.CopyTo(Array array, int index)
{
if (array == null)
{
throw new ArgumentNullException(nameof(array));
}
if (array.Rank != 1)
{
throw new ArgumentException("Array must have exactly one dimension (and not be null).", nameof(array));
}
Storage.CopySubVectorTo(new DenseVectorStorage<T>(array.Length, (T[]) array), 0, index, Count);
}
/// <summary>
/// Returns an enumerator that iterates through the collection.
/// </summary>
/// <returns>
/// A <see cref="T:System.Collections.Generic.IEnumerator`1"/> that can be used to iterate through the collection.
/// </returns>
IEnumerator<T> IEnumerable<T>.GetEnumerator()
{
return Enumerate().GetEnumerator();
}
/// <summary>
/// Returns an enumerator that iterates through a collection.
/// </summary>
/// <returns>
/// An <see cref="T:System.Collections.IEnumerator"/> object that can be used to iterate through the collection.
/// </returns>
IEnumerator IEnumerable.GetEnumerator()
{
return Enumerate().GetEnumerator();
}
/// <summary>
/// Returns a string that describes the type, dimensions and shape of this vector.
/// </summary>
public virtual string ToTypeString()
{
return FormattableString.Invariant($"{GetType().Name} {Count}-{typeof(T).Name}");
}
public string[,] ToVectorStringArray(int maxPerColumn, int maxCharactersWidth, int padding, string ellipsis, Func<T, string> formatValue)
{
// enforce minima to avoid pathetic cases
maxPerColumn = Math.Max(maxPerColumn, 3);
maxCharactersWidth = Math.Max(maxCharactersWidth, 16);
var columns = new List<Tuple<int, string[]>>();
int chars = 0;
int offset = 0;
while (offset < Count)
{
// full column
int height = Math.Min(maxPerColumn, Count - offset);
var candidate = FormatCompleteColumn(offset, height, formatValue);
chars += candidate.Item1 + padding;
if (chars > maxCharactersWidth && offset > 0)
{
break;
}
columns.Add(candidate);
offset += height;
}
if (offset < Count)
{
// we're not done yet, but adding the last column has failed
// --> make the last column partial
var last = columns[columns.Count - 1];
var c = last.Item2;
c[c.Length - 2] = ellipsis;
c[c.Length - 1] = formatValue(At(Count - 1));
}
int rows = columns[0].Item2.Length;
int cols = columns.Count;
var array = new string[rows, cols];
int colIndex = 0;
foreach (var column in columns)
{
for (int k = 0; k < column.Item2.Length; k++)
{
array[k, colIndex] = column.Item2[k];
}
for (int k = column.Item2.Length; k < rows; k++)
{
array[k, colIndex] = "";
}
colIndex++;
}
return array;
}
static string FormatStringArrayToString(string[,] array, string columnSeparator, string rowSeparator)
{
var rows = array.GetLength(0);
var cols = array.GetLength(1);
var widths = new int[cols];
for (int i = 0; i < rows; i++)
{
for (int j = 0; j < cols; j++)
{
widths[j] = Math.Max(widths[j], array[i, j].Length);
}
}
var sb = new StringBuilder();
for (int i = 0; i < rows; i++)
{
sb.Append(array[i, 0].PadLeft(widths[0]));
for (int j = 1; j < cols; j++)
{
sb.Append(columnSeparator);
sb.Append(array[i, j].PadLeft(widths[j]));
}
sb.Append(rowSeparator);
}
return sb.ToString();
}
Tuple<int, string[]> FormatCompleteColumn(int offset, int height, Func<T, string> formatValue)
{
var c = new string[height];
int index = 0;
for (var k = 0; k < height; k++)
{
c[index++] = formatValue(At(offset + k));
}
int w = c.Max(x => x.Length);
return new Tuple<int, string[]>(w, c);
}
/// <summary>
/// Returns a string that represents the content of this vector, column by column.
/// </summary>
/// <param name="maxPerColumn">Maximum number of entries and thus lines per column. Typical value: 12; Minimum: 3.</param>
/// <param name="maxCharactersWidth">Maximum number of characters per line over all columns. Typical value: 80; Minimum: 16.</param>
/// <param name="ellipsis">Character to use to print if there is not enough space to print all entries. Typical value: "..".</param>
/// <param name="columnSeparator">Character to use to separate two columns on a line. Typical value: " " (2 spaces).</param>
/// <param name="rowSeparator">Character to use to separate two rows/lines. Typical value: Environment.NewLine.</param>
/// <param name="formatValue">Function to provide a string for any given entry value.</param>
public string ToVectorString(int maxPerColumn, int maxCharactersWidth, string ellipsis, string columnSeparator, string rowSeparator, Func<T, string> formatValue)
{
return FormatStringArrayToString(
ToVectorStringArray(maxPerColumn, maxCharactersWidth, columnSeparator.Length, ellipsis, formatValue),
columnSeparator, rowSeparator);
}
/// <summary>
/// Returns a string that represents the content of this vector, column by column.
/// </summary>
/// <param name="maxPerColumn">Maximum number of entries and thus lines per column. Typical value: 12; Minimum: 3.</param>
/// <param name="maxCharactersWidth">Maximum number of characters per line over all columns. Typical value: 80; Minimum: 16.</param>
/// <param name="format">Floating point format string. Can be null. Default value: G6.</param>
/// <param name="provider">Format provider or culture. Can be null.</param>
public string ToVectorString(int maxPerColumn, int maxCharactersWidth, string format = null, IFormatProvider provider = null)
{
if (format == null)
{
format = "G6";
}
return ToVectorString(maxPerColumn, maxCharactersWidth, "..", " ", Environment.NewLine, x => x.ToString(format, provider));
}
/// <summary>
/// Returns a string that represents the content of this vector, column by column.
/// </summary>
/// <param name="format">Floating point format string. Can be null. Default value: G6.</param>
/// <param name="provider">Format provider or culture. Can be null.</param>
public string ToVectorString(string format = null, IFormatProvider provider = null)
{
if (format == null)
{
format = "G6";
}
return ToVectorString(12, 80, "..", " ", Environment.NewLine, x => x.ToString(format, provider));
}
/// <summary>
/// Returns a string that summarizes this vector, column by column and with a type header.
/// </summary>
/// <param name="maxPerColumn">Maximum number of entries and thus lines per column. Typical value: 12; Minimum: 3.</param>
/// <param name="maxCharactersWidth">Maximum number of characters per line over all columns. Typical value: 80; Minimum: 16.</param>
/// <param name="format">Floating point format string. Can be null. Default value: G6.</param>
/// <param name="provider">Format provider or culture. Can be null.</param>
public string ToString(int maxPerColumn, int maxCharactersWidth, string format = null, IFormatProvider provider = null)
{
return string.Concat(ToTypeString(), Environment.NewLine, ToVectorString(maxPerColumn, maxCharactersWidth, format, provider));
}
/// <summary>
/// Returns a string that summarizes this vector.
/// The maximum number of cells can be configured in the <see cref="Control"/> class.
/// </summary>
public sealed override string ToString()
{
return string.Concat(ToTypeString(), Environment.NewLine, ToVectorString());
}
/// <summary>
/// Returns a string that summarizes this vector.
/// The maximum number of cells can be configured in the <see cref="Control"/> class.
/// The format string is ignored.
/// </summary>
public string ToString(string format = null, IFormatProvider formatProvider = null)
{
return string.Concat(ToTypeString(), Environment.NewLine, ToVectorString(format, formatProvider));
}
}
}