private void FillRowWithIndicatorData(DataRow row, TimeSpan predictionSpan, DateTime day, TemporalGapTuple pair)
{
TimeSeries indicator = pair.Indicator;
DateTime indicatorDay = day.Add(-pair.TemporalGap);
DateTime indicatorNextDay = indicatorDay.Add(predictionSpan);
if (indicator.ContainsValueAt(indicatorDay) &&
indicator.ContainsValueAt(indicatorNextDay))
{
double incrementIndicator = indicator[indicatorNextDay] - indicator[indicatorDay];
row[indicator.Name] = incrementIndicator;
}
}
private void FillRow(DataRow row, TimeSpan predictionSpan, DateTime day, TimeSeries target, List <TemporalGapTuple> pairs)
{
DateTime targetNextDate = day.Add(predictionSpan);
if (target.ContainsValueAt(targetNextDate))
{
double incrementTarget = target[targetNextDate] - target[day];
row[target.Name] = incrementTarget;
}
pairs
.ForEach(pair => FillRowWithIndicatorData(row, predictionSpan, day, pair));
}
