private void UserControl_Loaded([CanBeNull] object sender, [CanBeNull] RoutedEventArgs e)
{
MyDeviceSelector.Simulator = Presenter.ApplicationPresenter.Simulator;
MyDeviceSelector.OpenItem = Presenter.ApplicationPresenter.OpenItem;
MyStandbySelector.Simulator = Presenter.ApplicationPresenter.Simulator;
MyStandbySelector.OpenItem = Presenter.ApplicationPresenter.OpenItem;
_plot = new PlotModel();
_dateTimeAxis = new LinearAxis {
Position = AxisPosition.Bottom
};
_plot.Axes.Add(_dateTimeAxis);
_categoryAxis = new CategoryAxis {
MinorStep = 1,
Position = AxisPosition.Left,
IsZoomEnabled = false,
IsPanEnabled = false
};
_dateTimeAxis.IsZoomEnabled = false;
_dateTimeAxis.IsPanEnabled = false;
_plot.Axes.Add(_categoryAxis);
var pv = new PlotView {
Model = _plot
};
DeviceGrid.Children.Add(pv);
Grid.SetRow(pv, 2);
RefreshGraph();
}
private static void MakeCategoryXAxis([NotNull] PlotModel plotModel, [NotNull][ItemNotNull] List <string> categorylabels)
{
var xAxis = new CategoryAxis {
Title = "",
Position = AxisPosition.Bottom
};
xAxis.Labels.AddRange(categorylabels);
xAxis.MajorGridlineStyle = LineStyle.None;
xAxis.AxislineColor = OxyColors.Black;
xAxis.AxislineStyle = LineStyle.Solid;
xAxis.MinimumPadding = 0;
xAxis.GapWidth = 0.0;
xAxis.Angle = -90;
if (categorylabels.Count > 100 || categorylabels.Count == 0)
{
xAxis.MajorStep = 60;
}
else
{
xAxis.MajorStep = 1;
}
plotModel.Axes.Add(xAxis);
}
private void MakeModels(long PK)
{
DataAccess db = new DataAccess();
measurement = db.GetMeasurements(PK);
var fcvHistogram = Histogram.CreateEmpty(10, 80, 40);
double count = 0;
foreach (var x in measurement)
{
if (x.FCV != 0)
{
fcvHistogram.Increment((int)x.FCV);
count++;// add individual data points
}
}
OxyPlot.Axes.CategoryAxis xaxis = new OxyPlot.Axes.CategoryAxis();
xaxis.Title = "FCV(m/s)";
xaxis.TitleFontWeight = 700;
xaxis.Position = AxisPosition.Bottom;
xaxis.MajorGridlineStyle = LineStyle.Solid;
xaxis.MinorGridlineStyle = LineStyle.Solid;
OxyPlot.Axes.LinearAxis yaxis = new OxyPlot.Axes.LinearAxis();
yaxis.Title = "%";
yaxis.TitleFontWeight = 700;
yaxis.Minimum = 0;
yaxis.Maximum = 100;
yaxis.Position = AxisPosition.Left;
yaxis.MajorGridlineStyle = LineStyle.Solid;
yaxis.MinorGridlineStyle = LineStyle.Solid;
OxyPlot.Series.ColumnSeries s1 = new OxyPlot.Series.ColumnSeries();
s1.IsStacked = true;
s1.StrokeColor = OxyColors.Black;
s1.FillColor = OxyColors.Black;
s1.Background = OxyColors.Beige;
count = 100.0 / count;
foreach (var x in fcvHistogram.BinsAndValues)
{
s1.Items.Add(new ColumnItem(x.Value * count));
xaxis.Labels.Add(x.Key.ToString().Substring(0, 3));
}
var Model = new PlotModel();
Model.Title = "Conduction Velocities";
Model.Background = OxyColors.GhostWhite;
Model.Axes.Add(xaxis);
Model.Axes.Add(yaxis);
Model.Series.Add(s1);
model.Add(Model);
}
private static void MakeBarPlot([JetBrains.Annotations.NotNull] string outputPath, [ItemNotNull][JetBrains.Annotations.NotNull] List <Column> columns, int position, int day,
int minutesToSum)
{
var plotModel2 = new PlotModel();
var p = OxyPalettes.HueDistinct(columns.Count);
plotModel2.LegendPosition = LegendPosition.BottomCenter;
plotModel2.LegendPlacement = LegendPlacement.Outside;
plotModel2.LegendOrientation = LegendOrientation.Horizontal;
plotModel2.Title = "Day " + day;
// axes
var categoryAxis = new CategoryAxis
{
AbsoluteMinimum = 0,
MinimumPadding = 0,
GapWidth = 0,
MajorStep = 60,
Title = "Energy"
};
plotModel2.Axes.Add(categoryAxis);
var linearAxis2 = new LinearAxis
{
AbsoluteMinimum = 0,
MaximumPadding = 0.06,
MinimumPadding = 0,
Title = "Minutes"
};
plotModel2.Axes.Add(linearAxis2);
for (var i = 1; i < columns.Count; i++)
{
var columnSeries2 = new ColumnSeries
{
IsStacked = true,
StrokeThickness = 0,
Title = columns[i].HHNumber
};
for (var j = position; j < position + 1440; j += minutesToSum)
{
columnSeries2.Items.Add(new ColumnItem(columns[i].MakeSum(j, minutesToSum)));
}
columnSeries2.FillColor = p.Colors[i];
plotModel2.Series.Add(columnSeries2);
}
var path2 = Path.Combine(outputPath, "Plot." + day + "." + minutesToSum + "min.bar.png");
PngExporter.Export(plotModel2, path2, 3200, 1600, OxyColor.FromRgb(255, 255, 255), 100);
}
public TabCrossplots(EclipseProject ecl)
{
InitializeComponent();
typeof(Control).InvokeMember("DoubleBuffered",
System.Reflection.BindingFlags.SetProperty | System.Reflection.BindingFlags.Instance | System.Reflection.BindingFlags.NonPublic,
null, gridData, new object[] { true });
model = new ChartModel(ecl);
plotHisto = new PlotModel
{
DefaultFont = "Segoe UI",
TitleFontSize = 10,
DefaultFontSize = 10,
};
var categoryAxes = new OxyPlot.Axes.CategoryAxis {
Position = AxisPosition.Left,
TitleFont = "Segoe UI Semilight",
AxisTitleDistance = 8
};
categoryAxes.Title = "Relative Deviation";
categoryAxes.Labels.Add("<10%");
categoryAxes.Labels.Add("10-20%");
categoryAxes.Labels.Add(">20%");
plotHisto.Axes.Add(categoryAxes);
plotHisto.Axes.Add(new OxyPlot.Axes.LinearAxis
{
Position = OxyPlot.Axes.AxisPosition.Bottom,
TitleFont = "Segoe UI Semilight",
Title = "Well Count"
});
plotView1.Model = plotHisto;
plotHistoTotal = new PlotModel
{
DefaultFont = "Segoe UI",
TitleFontSize = 10,
DefaultFontSize = 10,
};
var categoryAxes2 = new OxyPlot.Axes.CategoryAxis {
Position = AxisPosition.Left,
TitleFont = "Segoe UI Semilight",
AxisTitleDistance = 8
};
categoryAxes2.Title = "Relative Deviation";
categoryAxes2.Labels.Add("<10%");
categoryAxes2.Labels.Add("10-20%");
categoryAxes2.Labels.Add(">20%");
plotHistoTotal.Axes.Add(categoryAxes2);
plotHistoTotal.Axes.Add(new OxyPlot.Axes.LinearAxis
{
Position = OxyPlot.Axes.AxisPosition.Bottom,
TitleFont = "Segoe UI Semilight",
Title = "Sum Hist Value"
});
plotView2.Model = plotHistoTotal;
plotModel = new PlotModel
{
Title = "(No keyword)",
DefaultFont = "Segoe UI",
TitleFontSize = 10,
DefaultFontSize = 10
};
plotModel.Axes.Add(new LinearAxis
{
Position = AxisPosition.Bottom,
TitleFont = "Segoe UI Semilight",
Title = "Simulated",
MajorGridlineStyle = LineStyle.Dash,
MajorGridlineThickness = 1,
});
plotModel.Axes.Add(new LinearAxis
{
Position = AxisPosition.Left,
TitleFont = "Segoe UI Semilight",
Title = "Historical",
MajorGridlineStyle = LineStyle.Dash,
MajorGridlineThickness = 1,
});
plotView.Model = plotModel;
boxKeywords.SelectedIndex = 0;
boxCriteriaType.SelectedIndex = 0;
//
}
private PlotModel createBaseModel(DoubleRange? range, string title, double[] x, double[] y, bool discrete)
{
var plotModel = new PlotModel();
plotModel.Series.Clear();
plotModel.Axes.Clear();
double ymin = y.FirstOrDefault(a => !Double.IsNaN(a) && !Double.IsInfinity(a));
double ymax = ymin;
for (int i = 0; i < y.Length; i++)
{
if (Double.IsNaN(y[i]) || Double.IsInfinity(y[i]))
continue;
if (y[i] > ymax)
ymax = y[i];
if (y[i] < ymin)
ymin = y[i];
}
double maxGrace = ymax * 0.1;
double minGrace = ymin * 0.1;
if (!discrete)
{
var xAxis = new OxyPlot.Axes.LinearAxis()
{
Position = AxisPosition.Bottom,
Minimum = range.Value.Min,
Maximum = range.Value.Max,
Key = "xAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
IntervalLength = 80
};
var yAxis = new LinearAxis()
{
Position = AxisPosition.Left,
Minimum = ymin - minGrace,
Maximum = ymax + maxGrace,
Key = "yAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
Title = title
};
plotModel.Axes.Add(xAxis);
plotModel.Axes.Add(yAxis);
var lineSeries = new LineSeries
{
YAxisKey = yAxis.Key,
XAxisKey = xAxis.Key,
StrokeThickness = 2,
MarkerSize = 3,
MarkerStroke = OxyColor.FromRgb(0, 0, 0),
MarkerType = MarkerType.None,
Smooth = true,
};
for (int i = 0; i < x.Length; i++)
{
if (Double.IsNaN(y[i]) || Double.IsInfinity(y[i]))
continue;
lineSeries.Points.Add(new DataPoint(x[i], y[i]));
}
plotModel.Series.Add(lineSeries);
}
else
{
var xAxis = new OxyPlot.Axes.CategoryAxis()
{
Position = AxisPosition.Bottom,
Key = "xAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
};
var yAxis = new LinearAxis()
{
Position = AxisPosition.Left,
Minimum = ymin - minGrace,
Maximum = ymax + maxGrace,
Key = "yAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
Title = title
};
plotModel.Axes.Add(xAxis);
plotModel.Axes.Add(yAxis);
var boxSeries = new ColumnSeries
{
YAxisKey = yAxis.Key,
XAxisKey = xAxis.Key,
StrokeThickness = 2,
ColumnWidth = 1,
};
for (int i = 0; i < x.Length; i++)
{
xAxis.Labels.Add(x[i].ToString("G2"));
var item = new ColumnItem(y[i]);
boxSeries.Items.Add(item);
}
plotModel.Series.Add(boxSeries);
}
var formattable = instance as IFormattable;
if (formattable != null)
{
plotModel.Title = formattable.ToString("G3", CultureInfo.CurrentUICulture);
}
else
{
plotModel.Title = instance.ToString();
}
plotModel.TitlePadding = 2;
plotModel.TitleFontSize = 15;
plotModel.TitleFontWeight = 1;
plotModel.TitlePadding = 2;
return plotModel;
}
public PlotModel Create(DoubleRange?range, string title, double[] x, double[] y, bool discrete)
{
var plotModel = new PlotModel();
plotModel.Series.Clear();
plotModel.Axes.Clear();
double ymin = y.FirstOrDefault(a => !Double.IsNaN(a) && !Double.IsInfinity(a));
double ymax = ymin;
for (int i = 0; i < y.Length; i++)
{
if (Double.IsNaN(y[i]) || Double.IsInfinity(y[i]))
{
continue;
}
if (y[i] > ymax)
{
ymax = y[i];
}
if (y[i] < ymin)
{
ymin = y[i];
}
}
double maxGrace = ymax * 0.1;
double minGrace = ymin * 0.1;
if (!discrete)
{
var xAxis = new OxyPlot.Axes.LinearAxis()
{
Position = AxisPosition.Bottom,
Minimum = range.Value.Min,
Maximum = range.Value.Max,
Key = "xAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
IntervalLength = 80
};
var yAxis = new LinearAxis()
{
Position = AxisPosition.Left,
Minimum = ymin - minGrace,
Maximum = ymax + maxGrace,
Key = "yAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
Title = title
};
plotModel.Axes.Add(xAxis);
plotModel.Axes.Add(yAxis);
var lineSeries = new LineSeries
{
YAxisKey = yAxis.Key,
XAxisKey = xAxis.Key,
StrokeThickness = 2,
MarkerSize = 3,
MarkerStroke = OxyColor.FromRgb(0, 0, 0),
MarkerType = MarkerType.None,
Smooth = true,
};
for (int i = 0; i < x.Length; i++)
{
if (Double.IsNaN(y[i]) || Double.IsInfinity(y[i]))
{
continue;
}
lineSeries.Points.Add(new DataPoint(x[i], y[i]));
}
plotModel.Series.Add(lineSeries);
}
else
{
var xAxis = new OxyPlot.Axes.CategoryAxis()
{
Position = AxisPosition.Bottom,
Key = "xAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
};
var yAxis = new LinearAxis()
{
Position = AxisPosition.Left,
Minimum = ymin - minGrace,
Maximum = ymax + maxGrace,
Key = "yAxis",
MajorGridlineStyle = LineStyle.Solid,
MinorGridlineStyle = LineStyle.Dot,
Title = title
};
plotModel.Axes.Add(xAxis);
plotModel.Axes.Add(yAxis);
var boxSeries = new ColumnSeries
{
YAxisKey = yAxis.Key,
XAxisKey = xAxis.Key,
StrokeThickness = 2,
ColumnWidth = 1,
};
for (int i = 0; i < x.Length; i++)
{
xAxis.Labels.Add(x[i].ToString("G2"));
var item = new ColumnItem(y[i]);
boxSeries.Items.Add(item);
}
plotModel.Series.Add(boxSeries);
}
//var formattable = instance as IFormattable;
//if (formattable != null)
//{
// plotModel.Title = formattable.ToString("G3", CultureInfo.CurrentUICulture);
//}
//else
//{
// plotModel.Title = instance.ToString();
//}
plotModel.TitlePadding = 2;
plotModel.TitleFontSize = 15;
plotModel.TitleFontWeight = 1;
plotModel.TitlePadding = 2;
return(plotModel);
}
public void Run([JetBrains.Annotations.NotNull] CalculationProfiler cp, [JetBrains.Annotations.NotNull] string outputDirectory, [JetBrains.Annotations.NotNull] string source)
{
//var cp = CalculationProfiler.Read(@"C:\work\CalculationBenchmarks.ActionCarpetPlotTest\");
InitializeDuration2(cp.MainPart);
MergeAndCompress(cp.MainPart);
InitPartsList(cp.MainPart);
const int fontsize = 6;// = GetFontsize(cp.MainPart);
//const string xaxislabel = "Time Consumption in CPUSeconds";
OxyPalette p;
if (_parts.Count > 1)
{
p = OxyPalettes.HueDistinct(_parts.Count);
}
else
{
p = OxyPalettes.Hue64;
}
var plotModel1 = new PlotModel
{
LegendBorderThickness = 0,
LegendOrientation = LegendOrientation.Vertical,
LegendPlacement = LegendPlacement.Inside,
LegendPosition = LegendPosition.TopLeft,
PlotAreaBorderColor = OxyColors.White,
LegendFontSize = fontsize,
LegendSymbolMargin = 25,
DefaultFontSize = fontsize
};
var ca = new CategoryAxis
{
Position = AxisPosition.Left,
GapWidth = 0,
MaximumPadding = 0.03,
MajorTickSize = 0
};
plotModel1.Axes.Add(ca);
/* var la = new LinearAxis
* {
* Minimum = 0,
* MinimumPadding = 0,
* Title = ChartLocalizer.Get().GetTranslation(xaxislabel),
* Position = AxisPosition.Bottom,
* MinorTickSize = 0
* };*/
/* plotModel1.Axes.Add(la);
* var caSub = new CategoryAxis();
* caSub.StartPosition = 0.5;
* caSub.EndPosition = 1;
* caSub.Position = AxisPosition.Left;
* caSub.Key = "Sub";
* caSub.GapWidth = 0.3;
* caSub.MajorTickSize = 0;
* caSub.MinorTickSize = 0;
* plotModel1.Axes.Add(caSub);*/
//const double runningSum = 0;
//var row = 0;
// var allBarSeries = new Dictionary<string, IntervalBarSeries>();
//var ba = new BarSeries();
//ba.YAxisKey = "Sub";
//ba.LabelFormatString = "{0:N1} %";
/* foreach (var s in taggingSet.Categories)
* {
* caSub.Labels.Add(ChartLocalizer.Get().GetTranslation(s));
* var ibs = new IntervalBarSeries();
* // ibs.Title =
* var coloridx = taggingSet.GetCategoryIndexOfCategory(s);
* ibs.FillColor = p.Colors[coloridx];
* ibs.StrokeThickness = 0;
* ibs.FontSize = fontsize;
* allBarSeries.Add(s, ibs);
* double categorysum = 0;
* foreach (var tuple in consumption)
* {
* if (taggingSet.AffordanceToCategories[tuple.Item1] == s)
* {
* categorysum += tuple.Item2;
* }
* }
* var percent = categorysum / sum * 100;
* var bai = new BarItem(percent);
* bai.Color = p.Colors[coloridx];
* ba.Items.Add(bai);
* }*/
// plotModel1.Series.Add(ba);
var itemsByLevel = new Dictionary <int, IntervalBarSeries>();
_textOffsets.Clear();
AddBars(cp.MainPart, 0, 0, fontsize, itemsByLevel, p, plotModel1);
// foreach (IntervalBarSeries series in itemsByLevel.Values) {
// plotModel1.Series.Add(series);
// }
string dstFileName = Path.Combine(outputDirectory,
DirectoryNames.CalculateTargetdirectory(TargetDirectory.Charts), "CalculationDurationFlameChart." + source + ".Png");
PngExporter.Export(plotModel1, dstFileName, 3200, 2000, OxyColor.FromArgb(255, 255, 255, 255),
144);
//Save(plotModel1, plotName, srcEntry.FullFileName + newFileNameSuffix, basisPath); // ".interval"
}
///<summary>
/// Create and run a Fleet MSO that attempts to find the optimum fleet composition to raid this defense
///</summary>
public double EvaluateDefense()
{
BalanceDefense();
Console.WriteLine("\tSolving for optimum fleet to raid defense composition ["
+ String.Join(",", defense.DefenseCounts)
+ "]");
Random rand = new Random();
FleetSwarm[] fleetSwarms = new FleetSwarm[Program.NumSwarms];
for (int i = 0; i < Program.NumSwarms; ++i)
{
fleetSwarms[i] = new FleetSwarm(defense);
}
Fleet gBestFleet = new Fleet();
double gBestProfits = double.MinValue;
for (int i = 0; i < Program.NumSwarms; ++i)
{
if (fleetSwarms[i].lBestProfits > gBestProfits)
{
gBestProfits = fleetSwarms[i].lBestProfits;
gBestFleet.CopyFleet(fleetSwarms[i].lBestFleet);
PrintCurrentNewBestFleetComposition(gBestFleet.ShipCounts, gBestProfits, -1);
}
}
var gBestList = new List <(int, double)>
{
(-1, gBestProfits)
};
int epoch = 0;
int epochsSinceImprovement = 0;
while (epoch < (Program.MaxEpochsInner) && epochsSinceImprovement < 500)
{
++epoch;
++epochsSinceImprovement;
//if (epoch < Program.MaxEpochs && epoch % 5 == 0)
//{
// Console.WriteLine("Defense[" + String.Join(",", defense) + "], "
// + " Epoch " + epoch
// + ", Global Best Minimal Attack Cost = " + bestGlobalMinAttackCost.ToString("F4"));
//}
for (int i = 0; i < Program.NumSwarms; ++i) // each swarm
{
// Shuffle(sequence, rand); // move particles in random sequence
for (int j = 0; j < Program.NumParticles; ++j) // each particle
{
//Check if Particle dies
double p1 = rand.NextDouble();
if (fleetSwarms[i].fleetParticles[j].consecutiveNonImproves * p1 > 20)
{
fleetSwarms[i].fleetParticles[j] = new FleetParticle(defense); // new random position
if (fleetSwarms[i].fleetParticles[j].profits > fleetSwarms[i].lBestProfits) // new swarm best by luck?
{
fleetSwarms[i].lBestProfits = fleetSwarms[i].fleetParticles[j].pBestProfits;
fleetSwarms[i].lBestFleet.CopyFleet(fleetSwarms[i].fleetParticles[j].fleet);
if (fleetSwarms[i].fleetParticles[j].profits > gBestProfits) // if a new swarm best, maybe also a new global best?
{
//need to repeat Defense evaluation to avoid outliers skewing results
double moreAccurateProfits = fleetSwarms[i].fleetParticles[j].EvaluateFleet(20);
if (moreAccurateProfits > gBestProfits)
{
epochsSinceImprovement = 0;
gBestProfits = moreAccurateProfits;
gBestFleet.CopyFleet(fleetSwarms[i].fleetParticles[j].fleet);
PrintCurrentNewBestFleetComposition(gBestFleet.ShipCounts, gBestProfits, epoch);
gBestList.Add((epoch, gBestProfits));
}
}
}
}
// an alternative is to maintain a particle age and die with high prob after a certain age reached
// another option is to maintain particle health/weakness (related to either ratio of times improved / loop count
// or number consecutive improves or consecutive non-improves) and die with high prob when health is low
double p2 = rand.NextDouble();
if (p2 < Program.ProbImmigrate)
{
int otherSwarm = rand.Next(0, Program.NumSwarms);
int otherParticle = rand.Next(0, Program.NumParticles);
FleetParticle tmp = fleetSwarms[i].fleetParticles[j];
fleetSwarms[i].fleetParticles[j] = fleetSwarms[otherSwarm].fleetParticles[otherParticle];
fleetSwarms[otherSwarm].fleetParticles[otherParticle] = tmp;
if (fleetSwarms[i].fleetParticles[j].pBestProfits > fleetSwarms[otherSwarm].lBestProfits) // new (other) swarm best?
{
fleetSwarms[otherSwarm].lBestProfits = fleetSwarms[i].fleetParticles[j].pBestProfits;
fleetSwarms[otherSwarm].lBestFleet.CopyFleet(fleetSwarms[i].fleetParticles[j].bestLocalFleet);
}
if (fleetSwarms[otherSwarm].fleetParticles[otherParticle].pBestProfits > fleetSwarms[i].lBestProfits) // new (curr) swarm best?
{
fleetSwarms[i].lBestProfits = fleetSwarms[otherSwarm].fleetParticles[otherParticle].pBestProfits;
fleetSwarms[i].lBestFleet.CopyFleet(fleetSwarms[otherSwarm].fleetParticles[otherParticle].fleet);
}
// not possible for a new global best
}
for (int k = 0; k < Program.FleetDims; ++k) // update velocity. each x position component
{
double r1 = rand.NextDouble();
double r2 = rand.NextDouble();
double r3 = rand.NextDouble();
fleetSwarms[i].fleetParticles[j].velocity[k] = (
(Program.Inertia * fleetSwarms[i].fleetParticles[j].velocity[k])
+ (Program.GravityLocal * r1 * (fleetSwarms[i].fleetParticles[j].bestLocalFleet.ShipCounts[k]
- fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k])
)
+ (Program.GravitySwarm * r2 * (fleetSwarms[i].lBestFleet.ShipCounts[k]
- fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k])
)
+ (Program.GravityGlobal * r3 * (gBestFleet.ShipCounts[k]
- fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k])
)
);
//if (fleetSwarms[i].fleetParticles[j].velocity[k] < minX) // constrain velocities
// fleetSwarms[i].fleetParticles[j].velocity[k] = minX;
//else if (fleetSwarms[i].fleetParticles[j].velocity[k] > maxX)
// fleetSwarms[i].fleetParticles[j].velocity[k] = maxX;
}
for (int k = 0; k < Program.FleetDims; ++k) // update position
{
fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k] += (int)fleetSwarms[i].fleetParticles[j].velocity[k];
// constrain all xi
if (fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k] < 0)
{
fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k] = 0;
}
else if (fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k]
> (int)((10 * Program.DefenseValue) / (ulong)Program.FleetUnitsTotalCosts[k]))
{
//fleetSwarms[i].fleetParticles[j].fleetComposition[k] = (maxX - minX) * rand.NextDouble() + minX;
fleetSwarms[i].fleetParticles[j].fleet.ShipCounts[k] = (int)(rand.NextDouble()
* (10 * Program.DefenseValue) / Program.FleetUnitsTotalCosts[k]);
}
}
// update error
fleetSwarms[i].fleetParticles[j].EvaluateFleet();
// check if new best error for this fleet
if (fleetSwarms[i].fleetParticles[j].profits > fleetSwarms[i].fleetParticles[j].pBestProfits)
{
fleetSwarms[i].fleetParticles[j].consecutiveNonImproves = 0;
fleetSwarms[i].fleetParticles[j].pBestProfits = fleetSwarms[i].fleetParticles[j].profits;
fleetSwarms[i].fleetParticles[j].bestLocalFleet.CopyFleet(fleetSwarms[i].fleetParticles[j].fleet);
if (fleetSwarms[i].fleetParticles[j].profits > fleetSwarms[i].lBestProfits) // new swarm best?
{
fleetSwarms[i].lBestProfits = fleetSwarms[i].fleetParticles[j].profits;
fleetSwarms[i].fleetParticles[j].bestLocalFleet.CopyFleet(fleetSwarms[i].fleetParticles[j].fleet);
if (fleetSwarms[i].fleetParticles[j].profits > gBestProfits) // new global best?
{
//Simulate again with more trials to avoid outliers messing with results
double moreAccurateProfits = fleetSwarms[i].fleetParticles[j].EvaluateFleet(20);
if (moreAccurateProfits > gBestProfits)
{
epochsSinceImprovement = 0;
fleetSwarms[i].fleetParticles[j].pBestProfits = moreAccurateProfits;
fleetSwarms[i].lBestProfits = moreAccurateProfits;
gBestProfits = moreAccurateProfits;
gBestFleet.CopyFleet(fleetSwarms[i].fleetParticles[j].fleet);
PrintCurrentNewBestFleetComposition(gBestFleet.ShipCounts, gBestProfits, epoch);
gBestList.Add((epoch, gBestProfits));
}
}
}
}
} // each particle
} // each swarm
} // while
string fleetStr = String.Join(", ", gBestFleet.ShipCounts);
Console.WriteLine("\tBest fleet found: " + fleetStr);
Console.WriteLine("\t\tProfits per hour: " + gBestProfits);
var pm = new PlotModel {
Title = "Defense: " + String.Join(", ", defense.DefenseCounts),
PlotAreaBorderThickness = new OxyThickness(0),
Subtitle = "\nBest Fleet: " + String.Join(", ", gBestFleet.ShipCounts),
};
var categoryAxis = new OxyPlot.Axes.CategoryAxis {
AxislineStyle = LineStyle.Solid, TickStyle = TickStyle.None
};
var value = new List <DataPoint>();
for (int i = 0; i < gBestList.Count; i++)
{
value.Add(new DataPoint(gBestList[i].Item1, gBestList[i].Item2));
}
pm.Axes.Add(new OxyPlot.Axes.LinearAxis
{
Position = AxisPosition.Left,
Minimum = 0,
Maximum = 1.05 * Math.Abs(gBestList[gBestList.Count - 1].Item2),
MajorStep = 4_000_000,
MinorStep = 1_000_000,
AxislineStyle = LineStyle.Solid,
TickStyle = TickStyle.Crossing,
StringFormat = "0,0"
});
private Axis ConvertAxis(ChartAxisViewModel axis)
{
Axis newAxis = null;
switch (axis.AxisType)
{
case (ChartAxisType.CategoryX):
{
newAxis = new CategoryAxis
{
LabelField = axis.ValueMemberPath,
ItemsSource = axis.DataSource.Data
};
break;
}
case (ChartAxisType.NumericX):
case (ChartAxisType.NumericY):
{
newAxis = new LinearAxis
{
};
break;
}
case(ChartAxisType.CategoryDateTimeX):
{
var dtaxis = new DateTimeAxis
{
IntervalType = DateTimeIntervalType.Auto,
};
var scale = axis.GetScaleForProperty(axis.ValueMemberPath);
if (null != scale)
{
scale.PropertyChanged += (s, a) =>
{
if( a.PropertyName != "Minimum" && a.PropertyName != "Maximum")
{
return;
}
var min = new DateTime((long)scale.Minimum);
var max = new DateTime((long)scale.Maximum);
var laxis = _plotModel.Axes.FirstOrDefault(x => x.Title == scale.Name) as DateTimeAxis;
if( null == laxis )
{
return;
}
var delta = max - min;
var lmax = 0.0d;
var lmin = 0.0d;
if (TimeSpan.FromSeconds(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Seconds;
}
else if (TimeSpan.FromMinutes(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Minutes;
}
else if (TimeSpan.FromHours(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Hours;
}
else if (TimeSpan.FromDays(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Days;
}
else if (TimeSpan.FromDays(30) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Months;
}
else
{
laxis.IntervalType = DateTimeIntervalType.Auto;
}
//TODO: remove
laxis.IntervalType = DateTimeIntervalType.Seconds;
//laxis.Minimum = scale.Minimum;
//laxis.Maximum = scale.Maximum;
OnPlotModelChanged();
};
}
newAxis = dtaxis;
break;
}
}
if (null == newAxis)
{
return null;
}
switch (axis.AxisLocation)
{
case(AxisLocation.InsideBottom):
case(AxisLocation.OutsideBottom):
{
newAxis.Position = AxisPosition.Bottom;
break;
}
case (AxisLocation.InsideTop):
case (AxisLocation.OutsideTop):
{
newAxis.Position = AxisPosition.Top;
break;
}
case (AxisLocation.InsideLeft):
case (AxisLocation.OutsideLeft):
{
newAxis.Position = AxisPosition.Left;
break;
}
case (AxisLocation.InsideRight):
case (AxisLocation.OutsideRight):
{
newAxis.Position = AxisPosition.Right;
break;
}
default:
{
newAxis.Position = AxisPosition.None;
break;
}
}
newAxis.Title = axis.Name;
var series = axis.AxisScaleDescriptors.FirstOrDefault();
if (null != series)
{
newAxis.Title = series.Scale.Name;
}
newAxis.Key = newAxis.Title;
return newAxis;
}
///<summary>
/// Create and run a Fleet MSO that attempts to find the optimum fleet composition to raid this defense
///</summary>
static Defense Solve()
{
Random rand = new Random(0);
DefenseSwarm[] defenseSwarms = new DefenseSwarm[NumSwarms];
for (int i = 0; i < NumSwarms; i++)
{
defenseSwarms[i] = new DefenseSwarm();
}
Defense gBestDefense = new Defense();
double gBestError = double.MaxValue;
for (int i = 0; i < NumSwarms; ++i)
{
if (defenseSwarms[i].lBestError < gBestError)
{
gBestError = defenseSwarms[i].lBestError;
gBestDefense.CopyDefense(defenseSwarms[i].lBestDefense);
}
}
var gBestList = new List <(int, double)>
{
(-1, gBestError)
};
int epoch = 0;
while (epoch < MaxEpochsOuter)
{
++epoch;
if (epoch < MaxEpochsOuter)
{
Console.WriteLine("Outer Epoch " + epoch + ", gBestError " + gBestError.ToString("F1"));
}
for (int i = 0; i < NumSwarms; ++i) // each swarm
{
// Shuffle(sequence, rand); // move particles in random sequence
for (int j = 0; j < NumParticles; ++j) // each particle
{
//Death
double p1 = rand.NextDouble();
if (defenseSwarms[i].defenseParticles[j].consecutiveNonImproves * p1 > 20)
{
defenseSwarms[i].defenseParticles[j] = new DefenseParticle(); // new random position
if (defenseSwarms[i].defenseParticles[j].error < defenseSwarms[i].lBestError) // new swarm best by luck?
{
defenseSwarms[i].lBestError = defenseSwarms[i].defenseParticles[j].error;
defenseSwarms[i].lBestDefense.CopyDefense(defenseSwarms[i].defenseParticles[j].defense);
if (defenseSwarms[i].defenseParticles[j].error < gBestError) // if a new swarm best, maybe also a new global best?
{
//must repeat defense evaluation to avoid outlier skewing results
double result1 = defenseSwarms[i].defenseParticles[j].error;
double result2 = defenseSwarms[i].defenseParticles[j].EvaluateDefense();
double result3 = defenseSwarms[i].defenseParticles[j].EvaluateDefense();
double maxResult = new[] { result1, result2, result3 }.Max();
if (maxResult < gBestError)
{
gBestError = maxResult;
gBestDefense.CopyDefense(defenseSwarms[i].defenseParticles[j].defense);
}
}
}
}
//Immigration
double p2 = rand.NextDouble();
if (p2 < ProbImmigrate)
{
int otherSwarm = rand.Next(0, NumSwarms);
int otherParticle = rand.Next(0, NumParticles);
DefenseParticle tmp = defenseSwarms[i].defenseParticles[j];
defenseSwarms[i].defenseParticles[j] = defenseSwarms[otherSwarm].defenseParticles[otherParticle];
defenseSwarms[otherSwarm].defenseParticles[otherParticle] = tmp;
if (defenseSwarms[i].defenseParticles[j].pBestError < defenseSwarms[otherSwarm].lBestError) // new (other) swarm best?
{
defenseSwarms[otherSwarm].lBestError = defenseSwarms[i].defenseParticles[j].pBestError;
defenseSwarms[otherSwarm].lBestDefense.CopyDefense(defenseSwarms[i].defenseParticles[j].defense);
}
if (defenseSwarms[otherSwarm].defenseParticles[otherParticle].pBestError < defenseSwarms[i].lBestError) // new (curr) swarm best?
{
defenseSwarms[i].lBestError = defenseSwarms[otherSwarm].defenseParticles[otherParticle].pBestError;
defenseSwarms[i].lBestDefense.CopyDefense(defenseSwarms[otherSwarm].defenseParticles[otherParticle].defense);
}
// not possible for a new global best
}
for (int k = 0; k < DefenseDims; ++k) // update velocity. each x position component
{
double r1 = rand.NextDouble();
double r2 = rand.NextDouble();
double r3 = rand.NextDouble();
defenseSwarms[i].defenseParticles[j].velocity[k]
= (
(Inertia * defenseSwarms[i].defenseParticles[j].velocity[k])
+ (GravityLocal * r1 * (defenseSwarms[i].defenseParticles[j].pBestDefense.DefenseCounts[k]
- defenseSwarms[i].defenseParticles[j].defense.DefenseCounts[k])
)
+ (GravitySwarm * r2 * (defenseSwarms[i].lBestDefense.DefenseCounts[k]
- defenseSwarms[i].defenseParticles[j].defense.DefenseCounts[k])
)
+ (GravityGlobal * r3 * (gBestDefense.DefenseCounts[k]
- defenseSwarms[i].defenseParticles[j].defense.DefenseCounts[k])
)
);
//constrain velocities
//if (defenseSwarms[i].defenseParticles[j].velocity[k] < minX)
// defenseSwarms[i].defenseParticles[j].velocity[k] = minX;
//else if (defenseSwarms[i].defenseParticles[j].velocity[k] > maxX)
// defenseSwarms[i].defenseParticles[j].velocity[k] = maxX;
}
for (int k = 0; k < DefenseDims; ++k) // update position
{
defenseSwarms[i].defenseParticles[j].defense.DefenseCounts[k] += (int)defenseSwarms[i].defenseParticles[j].velocity[k];
// constrain all xi
if (defenseSwarms[i].defenseParticles[j].defense.DefenseCounts[k] < 0 ||
defenseSwarms[i].defenseParticles[j].defense.DefenseCounts[k] > DefenseUnitsMaximums[k])
{
defenseSwarms[i].defenseParticles[j].defense.DefenseCounts[k] = (int)(rand.NextDouble() * DefenseUnitsMaximums[k]);
}
}
// update error
defenseSwarms[i].defenseParticles[j].EvaluateDefense();
// check if new best error for this particle
if (defenseSwarms[i].defenseParticles[j].error < defenseSwarms[i].defenseParticles[j].pBestError)
{
defenseSwarms[i].defenseParticles[j].pBestError = defenseSwarms[i].defenseParticles[j].error;
defenseSwarms[i].defenseParticles[j].pBestDefense.CopyDefense(defenseSwarms[i].defenseParticles[j].defense);
if (defenseSwarms[i].defenseParticles[j].error < defenseSwarms[i].lBestError) // new swarm best?
{
defenseSwarms[i].lBestError = defenseSwarms[i].defenseParticles[j].error;
defenseSwarms[i].lBestDefense.CopyDefense(defenseSwarms[i].defenseParticles[j].defense);
if (defenseSwarms[i].defenseParticles[j].error < gBestError) // new global best?
{
//must repeat defense evaluation to avoid outlier skewing results
double result1 = defenseSwarms[i].defenseParticles[j].error;
double result2 = defenseSwarms[i].defenseParticles[j].EvaluateDefense();
double result3 = defenseSwarms[i].defenseParticles[j].EvaluateDefense();
double maxResult = new[] { result1, result2, result3 }.Max();
if (maxResult < gBestError)
{
gBestError = maxResult;
gBestDefense.CopyDefense(defenseSwarms[i].defenseParticles[j].defense);
gBestList.Add((epoch, gBestError));
}
}
}
}
} // each particle
} // each swarm
} // while
string defenseStr = String.Join(", ", gBestDefense.DefenseCounts);
Console.WriteLine("\n****Best defense found: " + defenseStr + " ****");
var pm = new PlotModel {
Title = "DefenseMSO", PlotAreaBorderThickness = new OxyThickness(0)
};
var categoryAxis = new OxyPlot.Axes.CategoryAxis {
AxislineStyle = LineStyle.Solid, TickStyle = TickStyle.None
};
var value = new List <DataPoint>();
for (int i = 0; i < gBestList.Count; i++)
{
value.Add(new DataPoint(gBestList[i].Item1, gBestList[i].Item2));
}
pm.Axes.Add
(
new OxyPlot.Axes.LinearAxis
{
Position = AxisPosition.Left,
Minimum = -Math.Abs(gBestList[0].Item2),
Maximum = 1.05 * Math.Abs(gBestList[gBestList.Count - 1].Item2),
MajorStep = Math.Abs(gBestList[0].Item2 / 10),
MinorStep = Math.Abs(gBestList[0].Item2 / 50),
AxislineStyle = LineStyle.Solid,
TickStyle = TickStyle.Crossing,
StringFormat = "0,0"
}
);
pm.Axes.Add
(
new OxyPlot.Axes.LinearAxis
{
Position = AxisPosition.Bottom,
Minimum = -1,
Maximum = MaxEpochsOuter,
MajorStep = Program.MaxEpochsInner / 5,
MinorStep = Program.MaxEpochsInner / 20,
AxislineStyle = LineStyle.Solid,
TickStyle = TickStyle.Outside
}
);
pm.Series.Add
(
new OxyPlot.Series.ScatterSeries
{
ItemsSource = value,
MarkerType = MarkerType.Circle,
MarkerSize = 3.0,
MarkerFill = OxyColors.White,
MarkerStroke = OxyColors.Black,
DataFieldX = "X",
DataFieldY = "Y"
}
);
Stream stream = File.Create("C:\\Users\\admin\\source\\repos\\SpeedSimML\\SpeedSimML\\defenseplot.pdf");
var pdf = new PdfExporter();
PdfExporter.Export(pm, stream, 400.0, 400);
return(gBestDefense);
}
public FormCrossPlots(ProjectManager pm)
{
InitializeComponent();
//
typeof(Control).InvokeMember("DoubleBuffered",
BindingFlags.SetProperty | BindingFlags.Instance | BindingFlags.NonPublic,
null, gridData, new object[] { true });
//
model = new FormCrossPlotsModel(pm);
listKeywords.SelectedIndex = 0;
//
boxRestart.Items.Clear();
boxRestart.BeginUpdate();
boxRestart.Items.AddRange(model.GetDates());
if (boxRestart.Items.Count > 0)
{
boxRestart.SelectedIndex = 0;
}
boxRestart.EndUpdate();
//
plotModel = new PlotModel
{
Title = "(No keyword)",
DefaultFont = "Segoe UI",
TitleFontSize = 12,
DefaultFontSize = 11
};
plotModel.Axes.Add(new OxyPlot.Axes.LinearAxis
{
Position = AxisPosition.Bottom,
Title = "Simualted",
AxisTitleDistance = 8
});
plotModel.Axes.Add(new OxyPlot.Axes.LinearAxis
{
Position = OxyPlot.Axes.AxisPosition.Left,
Title = "Historical",
AxisTitleDistance = 8
});
plotView1.Model = plotModel;
//
plotHisto = new PlotModel
{
DefaultFont = "Segoe UI",
TitleFontWeight = 2,
TitleFontSize = 12,
DefaultFontSize = 11,
};
var categoryAxes = new OxyPlot.Axes.CategoryAxis {
Position = AxisPosition.Left, AxisTitleDistance = 8
};
categoryAxes.Title = "Relative Deviation";
categoryAxes.Labels.Add("<10%");
categoryAxes.Labels.Add("10-20%");
categoryAxes.Labels.Add(">20%");
plotHisto.Axes.Add(categoryAxes);
plotHisto.Axes.Add(new OxyPlot.Axes.LinearAxis
{
Position = OxyPlot.Axes.AxisPosition.Bottom,
AxisTitleDistance = 8,
Title = "Well count"
});
plotView2.Model = plotHisto;
//
UpdateVirtualGroupsList();
}
public void MakeIntervalBars([JetBrains.Annotations.NotNull] ResultFileEntry srcResultFileEntry, [JetBrains.Annotations.NotNull] string plotName, [JetBrains.Annotations.NotNull] DirectoryInfo basisPath,
[ItemNotNull][JetBrains.Annotations.NotNull] List <Tuple <string, double> > consumption,
[JetBrains.Annotations.NotNull] ChartTaggingSet taggingSet,
[JetBrains.Annotations.NotNull] string newFileNameSuffix,
bool showTitle,
[JetBrains.Annotations.NotNull] GenericChartBase gcb, CalcOption sourceOption)
{
var fontsize = 48;
if (consumption.Count <= 20)
{
fontsize = 22;
}
if (consumption.Count > 20 && consumption.Count <= 30)
{
fontsize = 16;
}
if (consumption.Count > 30 && consumption.Count <= 40)
{
fontsize = 14;
}
if (consumption.Count > 40 && consumption.Count <= 50)
{
fontsize = 12;
}
if (consumption.Count > 50)
{
fontsize = 10;
}
if (!Config.MakePDFCharts)
{
fontsize = (int)(fontsize * 0.8);
}
var unit = "min";
var xaxislabel = "Time Consumption in Percent";
if (srcResultFileEntry.LoadTypeInformation != null)
{
var lti = srcResultFileEntry.LoadTypeInformation;
if (!lti.ShowInCharts)
{
return;
}
unit = lti.UnitOfSum;
xaxislabel = lti.Name + " in Percent";
}
consumption.Sort((x, y) => y.Item2.CompareTo(x.Item2));
OxyPalette p;
if (consumption.Count > 1)
{
if (taggingSet.Categories.Count > 1)
{
p = OxyPalettes.HueDistinct(taggingSet.Categories.Count);
}
else
{
p = OxyPalettes.Hue64;
}
}
else
{
p = OxyPalettes.Hue64;
}
var plotModel1 = new PlotModel
{
LegendBorderThickness = 0,
LegendOrientation = LegendOrientation.Vertical,
LegendPlacement = LegendPlacement.Inside,
LegendPosition = LegendPosition.TopLeft,
PlotAreaBorderColor = OxyColors.White,
LegendFontSize = fontsize,
LegendSymbolMargin = 25
};
if (showTitle)
{
plotModel1.Title = plotName;
}
if (Config.MakePDFCharts)
{
plotModel1.DefaultFontSize = fontsize;
}
var ca = new CategoryAxis
{
Position = AxisPosition.Left,
GapWidth = 0,
MaximumPadding = 0.03,
MajorTickSize = 0
};
plotModel1.Axes.Add(ca);
var la = new LinearAxis
{
Minimum = 0,
MinimumPadding = 0,
Title = ChartLocalizer.Get().GetTranslation(xaxislabel),
Position = AxisPosition.Bottom,
MinorTickSize = 0
};
plotModel1.Axes.Add(la);
var caSub = new CategoryAxis
{
StartPosition = 0.5,
EndPosition = 1,
Position = AxisPosition.Left,
Key = "Sub",
GapWidth = 0.3,
MajorTickSize = 0,
MinorTickSize = 0
};
plotModel1.Axes.Add(caSub);
double runningSum = 0;
var row = 0;
var sum = consumption.Select(x => x.Item2).Sum();
var allBarSeries = new Dictionary <string, IntervalBarSeries>();
var ba = new BarSeries
{
YAxisKey = "Sub",
LabelFormatString = "{0:N1} %"
};
foreach (var s in taggingSet.Categories)
{
caSub.Labels.Add(ChartLocalizer.Get().GetTranslation(s));
var ibs = new IntervalBarSeries();
// ibs.Title =
var coloridx = taggingSet.GetCategoryIndexOfCategory(s);
ibs.FillColor = p.Colors[coloridx];
ibs.StrokeThickness = 0;
ibs.FontSize = fontsize;
allBarSeries.Add(s, ibs);
double categorysum = 0;
foreach (var tuple in consumption)
{
if (taggingSet.AffordanceToCategories[tuple.Item1] == s)
{
categorysum += tuple.Item2;
}
}
var percent = categorysum / sum * 100;
var bai = new BarItem(percent)
{
Color = p.Colors[coloridx]
};
ba.Items.Add(bai);
}
plotModel1.Series.Add(ba);
foreach (var tuple in consumption)
{
var percentage = tuple.Item2 / sum * 100;
var name = ChartLocalizer.Get().GetTranslation(tuple.Item1.Trim());
if (name.Length > 100)
{
name = name.Substring(0, 97) + "...";
}
var textAnnotation1 = new TextAnnotation
{
StrokeThickness = 0,
FontSize = fontsize,
Padding = new OxyThickness(10, 0, 10, 0)
};
var txtValue = tuple.Item2.ToString("N1", CultureInfo.CurrentCulture);
if (srcResultFileEntry.LoadTypeInformation == null)
{
var ts = TimeSpan.FromMinutes(tuple.Item2);
txtValue = ts.ToString();
}
textAnnotation1.Text = " " + name + " (" + txtValue + " " + unit + ", " +
(tuple.Item2 / sum * 100).ToString("N1", CultureInfo.CurrentCulture) + " %) ";
if (runningSum < 50)
{
textAnnotation1.TextHorizontalAlignment = HorizontalAlignment.Left;
textAnnotation1.TextPosition = new DataPoint(runningSum + percentage, row - 0.6);
}
else
{
textAnnotation1.TextPosition = new DataPoint(runningSum, row - 0.5);
textAnnotation1.TextHorizontalAlignment = HorizontalAlignment.Right;
}
plotModel1.Annotations.Add(textAnnotation1);
var item = new IntervalBarItem(runningSum, runningSum + percentage);
var category = taggingSet.AffordanceToCategories[tuple.Item1];
allBarSeries[category].Items.Add(item);
foreach (var pair in allBarSeries)
{
if (pair.Key != category)
{
pair.Value.Items.Add(new IntervalBarItem(0, 0));
}
}
ca.Labels.Add(string.Empty);
runningSum += percentage;
row++;
}
foreach (var pair in allBarSeries)
{
plotModel1.Series.Add(pair.Value);
}
gcb.Save(plotModel1, plotName, srcResultFileEntry.FullFileName + newFileNameSuffix, basisPath, sourceOption); // ".interval"
}
public void MakeScatterChart([ItemNotNull][JetBrains.Annotations.NotNull] List <CalculationOutcome> outcomes, [JetBrains.Annotations.NotNull] string pngfullName, [ItemNotNull][JetBrains.Annotations.NotNull] List <SeriesEntry> series)
{
_calculationProfiler.StartPart(Utili.GetCurrentMethodAndClass());
var plotModel1 = new PlotModel
{
LegendBorderThickness = 0,
LegendOrientation = LegendOrientation.Horizontal,
LegendPlacement = LegendPlacement.Outside,
LegendPosition = LegendPosition.BottomCenter,
DefaultFontSize = FontSize,
LegendFontSize = FontSize,
DefaultFont = "Arial",
LegendFont = "Arial"
};
var ca = new CategoryAxis
{
Minimum = 0.4,
Title = "Number of Persons",
Position = AxisPosition.Bottom
};
ca.Title = Xaxislabel;
ca.Labels.Add("0");
ca.Labels.Add("1");
ca.Labels.Add("2");
ca.Labels.Add("3");
ca.Labels.Add("4");
ca.Labels.Add("5");
ca.Labels.Add("6");
ca.MaximumPadding = 0.02;
plotModel1.Axes.Add(ca);
var la = new LinearAxis
{
Minimum = 0,
Position = AxisPosition.Left,
Title = Yaxislabel,
MaximumPadding = 0.02
};
plotModel1.Axes.Add(la);
var sc = new LineSeries
{
LineStyle = LineStyle.Dash,
MarkerFill = OxyColors.SkyBlue,
MarkerSize = 5,
MarkerType = MarkerType.Circle,
StrokeThickness = 3
};
AddNRWPoints(sc, 1);
sc.Title = Averagelabel;
plotModel1.Series.Add(sc);
var energyIntensities = outcomes.Select(x => x.EnergyIntensity).Distinct().ToList();
energyIntensities.Sort((x, y) => string.Compare(x, y, StringComparison.Ordinal));
series.Sort((x, y) => string.Compare(x.Version, y.Version, StringComparison.Ordinal));
OxyPalette p = OxyPalettes.Hue64;
if (series.Count > 1)
{
p = OxyPalettes.HueDistinct(series.Count);
}
var i = 0;
for (var index = 0; index < series.Count; index++)
{
var seriesEntry = series[index];
var entrylist = outcomes
.Where(x => x.EnergyIntensity == seriesEntry.EnergyIntensity &&
x.LPGVersion == seriesEntry.Version)
.ToList();
var sc1 = new ScatterSeries();
foreach (var entry in entrylist)
{
sc1.Points.Add(
new ScatterPoint(entry.NumberOfPersons + seriesEntry.Offset, entry.ElectricityDouble));
}
sc1.Title = seriesEntry.DisplayName;
var oc = p.Colors[i++];
sc1.MarkerStroke = OxyColor.FromAColor(128, oc);
sc1.MarkerFill = oc;
if (index == 0)
{
sc1.MarkerType = MarkerType.Diamond;
}
else
{
sc1.MarkerType = MarkerType.Star;
}
sc1.MarkerStrokeThickness = 1;
plotModel1.Series.Add(sc1);
}
PngExporter.Export(plotModel1, pngfullName, _width, _height, OxyColor.FromRgb(255, 255, 255), _dpi);
_calculationProfiler.StopPart(Utili.GetCurrentMethodAndClass());
//ChartPDFCreator.OxyPDFCreator.Run(plotModel1, pdfFullName);
}
private void SetupWeeklyGraphWithSpecificYear(string graphType, Dictionary <int, decimal> data, string costOrCount)
{
switch (graphType)
{
case "Line":
MyGraph = new PlotModel()
{
Title = YAxisComboBox.Text + " " + XAxisComboBox.Text + " in " + SelectedYearComboBox.Text
};
myLineSeries = new LineSeries()
{
CanTrackerInterpolatePoints = false,
MarkerFill = OxyColors.SteelBlue,
MarkerType = MarkerType.Circle
};
foreach (KeyValuePair <int, decimal> datum in data)
{
myLineSeries.Points.Add(new DataPoint((double)datum.Key, (double)datum.Value));
}
// Define X-Axis
Xaxis = new OxyPlot.Axes.LinearAxis();
Xaxis.Maximum = 52;
Xaxis.Minimum = 0;
Xaxis.Position = OxyPlot.Axes.AxisPosition.Bottom;
Xaxis.Title = "Time (Weeks)";
Xaxis.MajorGridlineStyle = LineStyle.Solid;
Xaxis.MinorGridlineStyle = LineStyle.Solid;
//Define Y-Axis
Yaxis = new OxyPlot.Axes.LinearAxis();
switch (costOrCount)
{
case "cost":
Yaxis.MajorStep = 100;
Yaxis.MinimumPadding = 0.05;
Yaxis.Minimum = 0;
Yaxis.MinorStep = 50;
Yaxis.Title = "Cost (£)";
Yaxis.MajorGridlineStyle = LineStyle.Solid;
Yaxis.MinorGridlineStyle = LineStyle.Solid;
break;
case "count":
Yaxis.MajorStep = 1;
Yaxis.MinimumPadding = 0.05;
Yaxis.Minimum = 0;
Yaxis.MinorStep = 1;
Yaxis.Title = "Number of Cases";
Yaxis.MajorGridlineStyle = LineStyle.Solid;
Yaxis.MinorGridlineStyle = LineStyle.Solid;
break;
default:
MessageBox.Show("Invalid flag. Expected 'case' or 'cost' - received: " + costOrCount);
break;
}
MyGraph.Axes.Add(Xaxis);
MyGraph.Axes.Add(Yaxis);
MyGraph.Series.Add(myLineSeries);
GraphView.Model = MyGraph;
break;
case "Bar":
MyGraph = new PlotModel()
{
Title = YAxisComboBox.Text + " " + XAxisComboBox.Text + " in " + SelectedYearComboBox.Text
};
List <ColumnItem> barData = new List <ColumnItem>();
foreach (KeyValuePair <int, decimal> datum in data)
{
barData.Add(new ColumnItem((double)datum.Value));
}
myColumnSeries = new ColumnSeries()
{
ItemsSource = barData,
//LabelFormatString = "{0:F2}",
LabelPlacement = LabelPlacement.Inside
};
// Define X-Axis
List <int> xAxisCategories = new List <int>();
foreach (KeyValuePair <int, decimal> datum in data)
{
xAxisCategories.Add(datum.Key);
}
Xaxis = new OxyPlot.Axes.CategoryAxis()
{
Key = "Time",
ItemsSource = xAxisCategories,
Position = AxisPosition.Bottom,
Title = "Time (Weeks)",
MinorGridlineStyle = LineStyle.Solid
};
//Define Y-Axis
Yaxis = new LinearAxis();
switch (costOrCount)
{
case "cost":
Yaxis.Position = AxisPosition.Left;
Yaxis.MajorStep = 200;
Yaxis.MinimumPadding = 0.05;
Yaxis.Minimum = 0;
Yaxis.MinorStep = 50;
Yaxis.Title = "Cost (£)";
Yaxis.MajorGridlineStyle = LineStyle.Solid;
Yaxis.MinorGridlineStyle = LineStyle.Solid;
break;
case "count":
Yaxis.Position = AxisPosition.Left;
Yaxis.MajorStep = 5;
Yaxis.Minimum = 0;
Yaxis.MinimumPadding = 0.05;
Yaxis.MinorStep = 1;
Yaxis.Title = "Number of Cases";
Yaxis.MajorGridlineStyle = LineStyle.Solid;
Yaxis.MinorGridlineStyle = LineStyle.Solid;
break;
default:
MessageBox.Show("Invalid flag. Expected 'case' or 'cost' - received: " + costOrCount);
break;
}
MyGraph.Axes.Add(Yaxis);
MyGraph.Axes.Add(Xaxis);
MyGraph.Series.Add(myColumnSeries);
GraphView.Model = MyGraph;
break;
default:
MessageBox.Show("Invalid Chart Type Specified in ReportsPage.SetupGraphWithSpecificYear().");
break;
}
}
private Axis ConvertAxis(ChartAxisViewModel axis)
{
Axis newAxis = null;
switch (axis.AxisType)
{
case (ChartAxisType.CategoryX):
{
newAxis = new CategoryAxis
{
LabelField = axis.ValueMemberPath,
ItemsSource = axis.DataSource.Data
};
break;
}
case (ChartAxisType.NumericX):
case (ChartAxisType.NumericY):
{
newAxis = new LinearAxis
{
};
break;
}
case (ChartAxisType.CategoryDateTimeX):
{
var dtaxis = new DateTimeAxis
{
IntervalType = DateTimeIntervalType.Auto,
};
var scale = axis.GetScaleForProperty(axis.ValueMemberPath);
if (null != scale)
{
scale.PropertyChanged += (s, a) =>
{
if (a.PropertyName != "Minimum" && a.PropertyName != "Maximum")
{
return;
}
var min = new DateTime((long)scale.Minimum);
var max = new DateTime((long)scale.Maximum);
var laxis = _plotModel.Axes.FirstOrDefault(x => x.Title == scale.Name) as DateTimeAxis;
if (null == laxis)
{
return;
}
var delta = max - min;
var lmax = 0.0d;
var lmin = 0.0d;
if (TimeSpan.FromSeconds(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Seconds;
}
else if (TimeSpan.FromMinutes(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Minutes;
}
else if (TimeSpan.FromHours(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Hours;
}
else if (TimeSpan.FromDays(1) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Days;
}
else if (TimeSpan.FromDays(30) > delta)
{
laxis.IntervalType = DateTimeIntervalType.Months;
}
else
{
laxis.IntervalType = DateTimeIntervalType.Auto;
}
//TODO: remove
laxis.IntervalType = DateTimeIntervalType.Seconds;
//laxis.Minimum = scale.Minimum;
//laxis.Maximum = scale.Maximum;
OnPlotModelChanged();
};
}
newAxis = dtaxis;
break;
}
}
if (null == newAxis)
{
return(null);
}
switch (axis.AxisLocation)
{
case (AxisLocation.InsideBottom):
case (AxisLocation.OutsideBottom):
{
newAxis.Position = AxisPosition.Bottom;
break;
}
case (AxisLocation.InsideTop):
case (AxisLocation.OutsideTop):
{
newAxis.Position = AxisPosition.Top;
break;
}
case (AxisLocation.InsideLeft):
case (AxisLocation.OutsideLeft):
{
newAxis.Position = AxisPosition.Left;
break;
}
case (AxisLocation.InsideRight):
case (AxisLocation.OutsideRight):
{
newAxis.Position = AxisPosition.Right;
break;
}
default:
{
newAxis.Position = AxisPosition.None;
break;
}
}
newAxis.Title = axis.Name;
var series = axis.AxisScaleDescriptors.FirstOrDefault();
if (null != series)
{
newAxis.Title = series.Scale.Name;
}
newAxis.Key = newAxis.Title;
return(newAxis);
}
private void DrawGraph(Artist artist)
{
StatModel.Series.Clear();
StatModel.Axes.Clear();
var categoryAxis = new OxyPlot.Axes.CategoryAxis
{
Position = AxisPosition.Bottom
};
var s1 = new OxyPlot.Series.ColumnSeries
{
Title = $"Творчество художника ({artist.full_name})",
StrokeColor = OxyColors.Black, StrokeThickness = 1
};
var paintings = context.Paintings.Where(x => x.artist_id == artist.id &&
x.year_of_creation != null)
.OrderBy(x => x.year_of_creation)
.ToArray();
if (paintings.Any())
{
var min = artist.date_of_birth.Value.Year;
var max = artist.date_of_death?.Year != null ?
artist.date_of_death.Value.Year :
artist.date_of_birth.Value.AddYears(120).Year;
int currIndex = 0;
for (int i = min; ; i += 5)
{
var nextBound = i + 5;
if (nextBound > max)
{
nextBound = max;
}
int count = 0;
while (currIndex < paintings.Length &&
paintings[currIndex].year_of_creation <= nextBound)
{
count++;
currIndex++;
}
s1.Items.Add(new ColumnItem(count));
categoryAxis.Labels.Add(i + Environment.NewLine + nextBound);
if (nextBound == max)
{
break;
}
}
var valueAxis = new OxyPlot.Axes.LinearAxis
{
Position = AxisPosition.Left,
MinimumPadding = 0,
MaximumPadding = 0.06,
AbsoluteMinimum = 0
};
StatModel.Series.Add(s1);
StatModel.Axes.Add(categoryAxis);
StatModel.Axes.Add(valueAxis);
StatModel.InvalidatePlot(true);
}
}