#region License Information
/* HeuristicLab
* Copyright (C) 2002-2012 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 System.Text;
using System.Windows.Forms;
using HeuristicLab.DataImporter.Data.CommandBase;
using HeuristicLab.DataImporter.Data.Model;
using HeuristicLab.DataImporter.Data;
using HeuristicLab.DataImporter.Command.View;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.DataImporter.Command {
[StorableClass]
[ViewableCommandInfoAttribute("Interpolate Missing Values", 1, ColumnGroupState.Sorted | ColumnGroupState.DoubleColumnSelected, "Time Series",
Position = 2)]
public class InterpolateMissingValues : FillMissingValueCommandBase {
private DateTimeColumn columnToSample;
private InterpolateMissingValues()
: base(null, string.Empty, null) {
}
public InterpolateMissingValues(DataSet dataSet, string columnGroupName, int[] affectedColumns)
: base(dataSet, columnGroupName, affectedColumns) {
}
public override string Description {
get { return "Interpolate Missing Values"; }
}
public override void Execute() {
base.Execute();
if (!(ColumnGroup.GetColumn(ColumnGroup.SortedColumnIndexes.ElementAt(0)) is DateTimeColumn)
|| ColumnGroup.SortedColumnIndexes.Count != 1)
throw new CommandExecutionException("ColumnGroup must be sorted after a datetime column.", this);
columnToSample = (DateTimeColumn)ColumnGroup.Columns.ElementAt(ColumnGroup.SortedColumnIndexes.ElementAt(0));
if (columnToSample.SortOrder != SortOrder.Ascending)
throw new CommandExecutionException("ColumnGroup must be sorted ascending by the datetime column.", this);
if (columnToSample.ContainsNullValues)
throw new CommandExecutionException("The datetime column must not contain null values.", this);
oldSortOrder = ColumnGroup.SortOrdersForColumns.ToList();
oldSortedColumnIndexes = new List(ColumnGroup.SortedColumnIndexes);
DoubleColumn column;
int startIndex = -1;
int endIndex = -1;
foreach (int col in AffectedColumns) {
if (ColumnGroup.GetColumn(col) is DoubleColumn && ColumnGroup.GetColumn(col).ContainsNullValues) {
column = (DoubleColumn)ColumnGroup.Columns.ElementAt(col);
nullValues.Add(col, new List());
startIndex = FindNextNotNullValueIndex(column, startIndex);
endIndex = FindNextNotNullValueIndex(column, startIndex);
while (endIndex != -1) {
if (endIndex - startIndex != 1) {
nullValues[col].AddRange(Enumerable.Range(startIndex + 1, endIndex - startIndex - 1));
InterpolateValues(column, startIndex, endIndex);
}
startIndex = endIndex;
endIndex = FindNextNotNullValueIndex(column, endIndex);
}
startIndex = -1;
}
}
ColumnGroup.FireChanged();
columnToSample = null;
this.ColumnGroup = null;
}
private int FindNextNotNullValueIndex(DoubleColumn column, int startIndex) {
int endIndex = -1;
for (int i = startIndex + 1; i < column.TotalValuesCount && endIndex == -1; i++)
if (column.GetValue(i) != null)
endIndex = i;
return endIndex;
}
private void InterpolateValues(DoubleColumn column, int startIndex, int endIndex) {
double startValue = (double)column.GetValue(startIndex);
double endValue = (double)column.GetValue(endIndex);
DateTime start = (DateTime)columnToSample.GetValue(startIndex);
DateTime end = (DateTime)columnToSample.GetValue(endIndex);
for (int i = startIndex + 1; i < endIndex; i++) {
if (column.GetValue(i) != null)
throw new CommandExecutionException("Tried to manipulate non null value.", this);
column.ChangeValue(i, ((double)(((DateTime)columnToSample.GetValue(i) - start).TotalSeconds / (end - start).TotalSeconds)) *
(endValue - startValue) + startValue);
}
}
}
}