#region License Information
/* HeuristicLab
* Copyright (C) 2002-2011 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Problems.DataAnalysis {
[Item("Dataset", "Represents a dataset containing data that should be analyzed.")]
[StorableClass]
public sealed class Dataset : NamedItem, IStringConvertibleMatrix {
[StorableConstructor]
private Dataset(bool deserializing) : base(deserializing) { }
private Dataset(Dataset original, Cloner cloner)
: base(original, cloner) {
variableNames = original.variableNames;
data = original.data;
}
public Dataset(IEnumerable variableNames, double[,] data)
: base() {
Name = "-";
if (variableNames.Count() != data.GetLength(1)) {
throw new ArgumentException("Number of variable names doesn't match the number of columns of data");
}
this.data = (double[,])data.Clone();
this.variableNames = variableNames.ToArray();
}
[Storable]
private string[] variableNames;
public IEnumerable VariableNames {
get { return variableNames; }
}
[Storable]
private double[,] data;
private double[,] Data {
get { return data; }
}
// elementwise access
public double this[int rowIndex, int columnIndex] {
get { return data[rowIndex, columnIndex]; }
}
public double this[string variableName, int rowIndex] {
get {
int columnIndex = GetVariableIndex(variableName);
return data[rowIndex, columnIndex];
}
}
public double[] GetVariableValues(int variableIndex) {
return GetVariableValues(variableIndex, 0, Rows);
}
public double[] GetVariableValues(int variableIndex, int start, int end) {
if (start < 0 || !(start <= end))
throw new ArgumentException("Start must be between 0 and end (" + end + ").");
if (end > Rows || end < start)
throw new ArgumentException("End must be between start (" + start + ") and dataset rows (" + Rows + ").");
double[] values = new double[end - start];
for (int i = 0; i < end - start; i++)
values[i] = data[i + start, variableIndex];
return values;
}
public double[] GetVariableValues(string variableName) {
return GetVariableValues(GetVariableIndex(variableName), 0, Rows);
}
public double[] GetVariableValues(string variableName, int start, int end) {
return GetVariableValues(GetVariableIndex(variableName), start, end);
}
public IEnumerable GetEnumeratedVariableValues(int variableIndex) {
return GetEnumeratedVariableValues(variableIndex, 0, Rows);
}
public IEnumerable GetEnumeratedVariableValues(int variableIndex, int start, int end) {
if (start < 0 || !(start <= end))
throw new ArgumentException("Start must be between 0 and end (" + end + ").");
if (end > Rows || end < start)
throw new ArgumentException("End must be between start (" + start + ") and dataset rows (" + Rows + ").");
for (int i = 0; i < end - start; i++)
yield return data[i + start, variableIndex];
}
public IEnumerable GetEnumeratedVariableValues(int variableIndex, IEnumerable rows) {
foreach (int row in rows)
yield return data[row, variableIndex];
}
public IEnumerable GetEnumeratedVariableValues(string variableName) {
return GetEnumeratedVariableValues(GetVariableIndex(variableName), 0, Rows);
}
public IEnumerable GetEnumeratedVariableValues(string variableName, int start, int end) {
return GetEnumeratedVariableValues(GetVariableIndex(variableName), start, end);
}
public IEnumerable GetEnumeratedVariableValues(string variableName, IEnumerable rows) {
return GetEnumeratedVariableValues(GetVariableIndex(variableName), rows);
}
public string GetVariableName(int variableIndex) {
return variableNames[variableIndex];
}
public int GetVariableIndex(string variableName) {
for (int i = 0; i < variableNames.Length; i++) {
if (variableNames[i].Equals(variableName)) return i;
}
throw new ArgumentException("The variable name " + variableName + " was not found.");
}
public double[,] GetClonedData() {
return (double[,])data.Clone();
}
public override IDeepCloneable Clone(Cloner cloner) {
return new Dataset(this, cloner);
}
public event EventHandler Reset;
private void OnReset(EventArgs e) {
var listeners = Reset;
if (listeners != null) listeners(this, e);
}
#region IStringConvertibleMatrix Members
public int Rows {
get { return data.GetLength(0); }
set { throw new NotSupportedException(); }
}
public int Columns {
get { return data.GetLength(1); }
set { throw new NotSupportedException(); }
}
public bool SortableView {
get { return false; }
set { throw new NotSupportedException(); }
}
public bool ReadOnly {
get { return true; }
}
IEnumerable IStringConvertibleMatrix.ColumnNames {
get { return this.VariableNames; }
set { throw new NotSupportedException(); }
}
IEnumerable IStringConvertibleMatrix.RowNames {
get { return new List(); }
set { throw new NotSupportedException(); }
}
public bool Validate(string value, out string errorMessage) {
throw new NotSupportedException();
}
public string GetValue(int rowIndex, int columnIndex) {
return data[rowIndex, columnIndex].ToString();
}
public bool SetValue(string value, int rowIndex, int columnIndex) {
throw new NotSupportedException();
}
public event EventHandler ColumnsChanged;
private void OnColumnsChanged() {
var handler = ColumnsChanged;
if (handler != null) handler(this, EventArgs.Empty);
}
public event EventHandler RowsChanged;
private void OnRowsChanged() {
var handler = RowsChanged;
if (handler != null) handler(this, EventArgs.Empty);
}
public event EventHandler ColumnNamesChanged;
private void OnColumnNamesChanged() {
EventHandler listeners = ColumnNamesChanged;
if (listeners != null)
listeners(this, EventArgs.Empty);
}
public event EventHandler RowNamesChanged;
private void OnRowNamesChanged() {
EventHandler listeners = RowNamesChanged;
if (listeners != null)
listeners(this, EventArgs.Empty);
}
public event EventHandler SortableViewChanged;
private void OnSortableViewChanged() {
EventHandler listeners = SortableViewChanged;
if (listeners != null)
listeners(this, EventArgs.Empty);
}
public event EventHandler> ItemChanged;
private void OnItemChanged(int rowIndex, int columnIndex) {
var listeners = ItemChanged;
if (listeners != null)
listeners(this, new EventArgs(rowIndex, columnIndex));
OnToStringChanged();
}
#endregion
}
}