private List<SortedDictionary<double, double>> GetDataSet(DataSet ds)
{
var res = new SortedDictionary<double, List<double>>();
if (ds.Data!=null && Enumerable.Any(ds.Data))
foreach (var p in ds.Data)
{
double day = DateTimeAxis.ToDouble(p.Key);
double groupDay = day;
switch (ds.Grouping)
{
case GroupingOptions.none:
groupDay = DateTimeAxis.ToDouble(p.Key);
break;
case GroupingOptions.minutes:
groupDay = DateTimeAxis.ToDouble(p.Key.Date.AddHours(p.Key.Hour).AddMinutes(p.Key.Minute));
break;
case GroupingOptions.quarterly:
var min = 0;
if (p.Key.Minute < 30) min = 15;
if (p.Key.Minute < 45) min = 30;
if (p.Key.Minute < 60) min = 45;
groupDay = DateTimeAxis.ToDouble(p.Key.Date.AddHours(p.Key.Hour).AddMinutes(min));
break;
case GroupingOptions.hourly:
groupDay = DateTimeAxis.ToDouble(p.Key.Date.AddHours(p.Key.Hour));
break;
case GroupingOptions.daily:
groupDay = DateTimeAxis.ToDouble(p.Key.Date);
break;
case GroupingOptions.weekly:
groupDay = DateTimeAxis.ToDouble(p.Key.GetDateTimeForDayOfWeek(DayOfWeek.Monday));
break;
case GroupingOptions.monthly:
groupDay = DateTimeAxis.ToDouble(p.Key.GetFirstDayOfTheMonth());
break;
case GroupingOptions.yearly:
groupDay = DateTimeAxis.ToDouble(p.Key.GetFirstDayOfTheYear());
break;
}
if (!res.ContainsKey(groupDay)) res[groupDay] = new List<double>();
res[groupDay].Add(p.Value);
}
else if (ds.DData != null)
{
return new List<SortedDictionary<double, double>>() { ds.DData };
}
SortedDictionary<double, double> r = new SortedDictionary<double, double>();
switch (ds.GroupingOperation)
{
case GroupingOperations.count:
r = (from n in res select new KeyValuePair<double, double>(n.Key, n.Value.Count)).ToSortedDictionary(k => k.Key, k => k.Value);
break;
case GroupingOperations.maximum:
r = (from n in res select new KeyValuePair<double, double>(n.Key, n.Value.Max())).ToSortedDictionary(k => k.Key, k => k.Value);
break;
case GroupingOperations.minimum:
r = (from n in res select new KeyValuePair<double, double>(n.Key, n.Value.Min())).ToSortedDictionary(k => k.Key, k => k.Value);
break;
case GroupingOperations.average:
r = (from n in res select new KeyValuePair<double, double>(n.Key, n.Value.Average())).ToSortedDictionary(k => k.Key, k => k.Value);
break;
case GroupingOperations.total:
r = (from n in res select new KeyValuePair<double, double>(n.Key, n.Value.Sum())).ToSortedDictionary(k => k.Key, k => k.Value);
break;
}
SortedDictionary<double, double> f = new SortedDictionary<double, double>();
switch (ds.FunctionOperation)
{
case FunctionOperations.none:
f = r;
break;
case FunctionOperations.reduction:
{
var m = new MathFunctions();
var temp = (from n in r select new Point(n.Key, n.Value)).ToList();
var euclistx = new List<double>();
var euclisty = new List<double>();
for (int i = 0; i < temp.Count - 1; i++)
{
euclistx.Add(Math.Sqrt((temp[i].X - temp[i + 1].X)*(temp[i].X - temp[i + 1].X)));
euclisty.Add(Math.Sqrt((temp[i].Y - temp[i + 1].Y)*(temp[i].Y - temp[i + 1].Y)));
}
var thresholdx = Convert.ToDouble(euclistx.Average());
var thresholdy = Convert.ToDouble(euclisty.Average());
var dp = m.DouglasPeuckerReduction(temp, 10*thresholdx);
f = (from n in dp select new KeyValuePair<double, double>(n.X, n.Y)).ToSortedDictionary(k => k.Key,
k => k.Value);
}
break;
case FunctionOperations.auto:
{
if (ds.ReducedData == null)
ds.ReducedData = mf.CalculateReduction(r, 0.95); ;
f = ds.ReducedData;
if (ds.AggregatedData == null)
{
ds.AggregatedData = CalculateAggregate(f);
}
var actualsize = Math.Max(_view.Plot.ActualWidth - 60, 20);
var v = model.Axes.FirstOrDefault(k => k.Position == AxisPosition.Bottom);
var points = f.Where(k => k.Key > v.Minimum && k.Key < v.Maximum).Count();
if (points > actualsize / 2)
{
return ds.AggregatedData;
}
}
break;
case FunctionOperations.periodic:
{
var first = r.First();
var test = DateTimeAxis.ToDouble(new DateTime());
var period = DateTimeAxis.ToDouble(new DateTime() + ds.Periodic)-test;
var idx = 1.0;
var resultlist = new List<SortedDictionary<double, double>>();
foreach (var val in r)
{
if (val.Key - first.Key > period*idx)
{
resultlist.Add(f.ToSortedDictionary(k=>k.Key,k=>k.Value));
while (val.Key - first.Key > period*idx)
idx++;
f.Clear();
}
f.Add(first.Key + ((val.Key - first.Key) - period*(idx-1)),val.Value);
}
resultlist.Add(f.ToSortedDictionary(k => k.Key, k => k.Value));
return resultlist;
}
// FIXME TODO: Unreachable code
// break;
}
return new List<SortedDictionary<double, double>>() { f };
}