static public void RunJolka(List <Solver <string> > backtracks, List <Solver <string> > backtrackfws, string heuristicB = "", string heuristicBF = "", string type = "")
{
var plt = new ScottPlot.Plot(1280, 720);
List <double> xlist = new List <double>();
List <double> yfwlist = new List <double>();
List <double> ylist = new List <double>();
foreach (var el in backtrackfws)
{
xlist.Add(el.solvedPuzzle.Puzzle.id);
if (type == "time")
{
yfwlist.Add(el.solvedPuzzle.elapsed.TotalMilliseconds);
}
else
{
yfwlist.Add(el.solvedPuzzle.Puzzle.steps);
}
}
foreach (var el in backtracks)
{
if (type == "time")
{
ylist.Add(el.solvedPuzzle.elapsed.TotalMilliseconds);
}
else
{
ylist.Add(el.solvedPuzzle.Puzzle.steps);
}
}
double[] xs = xlist.ToArray();
ylist.Insert(2, (double)1);
double[] dataB = Tools.Log10(ylist.ToArray());
double[] dataBF = Tools.Log10(yfwlist.ToArray());
plt.PlotBar(xs, dataB, label: "Backtrack w/ " + heuristicB, barWidth: .3, xOffset: -0.2, showValues: true);
plt.PlotBar(xs, dataBF, label: "Backtrack with forward w/ " + heuristicBF, barWidth: .3, xOffset: 0.2, showValues: true);
plt.Title(type + " over Jolka id");
plt.Ticks(useExponentialNotation: false, useMultiplierNotation: false, logScaleY: true);
plt.Axis(y1: 0);
plt.XTicks(new string[] { "0", "1", "2", "3", "4" });
if (type == "time")
{
plt.YLabel("Execution time [10 ^ y ms]");
}
else
{
plt.YLabel("Steps [10 ^ y]");
}
plt.XLabel("Jolka ID");
plt.Legend(location: legendLocation.upperRight);
plt.SaveFig(heuristicB + heuristicBF + type + "JolkaBvsBF" + ".png");
}
public static void PlotMonthlyChange(List <MonthlyClosedDifference> series, string propertyName, string folderName, string fileName)
{
// get and convert specific property of a list of objects to array of doubles
PropertyInfo prop = typeof(MonthlyClosedDifference).GetProperty(propertyName);
double[] valSeries = series.Select(x => Convert.ToDouble(prop.GetValue(x))).ToArray();
// months to x values and labels
double[] x = DataGen.Consecutive(series.Count());
string[] labels = series.Select(x => x.Month).ToArray();
var plt = new ScottPlot.Plot(1000, 700);
plt.Title(propertyName, fontName: "Segoe UI Light", color: Color.Black);
plt.Ticks(dateTimeX: false, fontName: "Cascadia Mono");
plt.Grid(xSpacing: 1);
// apply custom axis tick labels
plt.XTicks(x, labels);
// create folder if not exists
System.IO.Directory.CreateDirectory(folderName);
plt.PlotBar(x, valSeries, fillColor: Color.Orange);
plt.SaveFig($"./{folderName}/{fileName}.png");
}
static public void RunSudoku(double[] difficulty, double[] dataB, double[] dataBF, string heuristicB = "", string heuristicBF = "", string type = "")
{
var plt = new ScottPlot.Plot(1280, 720);
int pointCount = dataB.Length;
plt.PlotBar(difficulty, dataB, label: "Backtrack w/ " + heuristicB, barWidth: .3, xOffset: -0.2);
plt.PlotBar(difficulty, dataBF, label: "Backtrack with forward w/ " + heuristicBF, barWidth: .3, xOffset: 0.2);
plt.Title("Average " + type + " over sudoku difficulty");
plt.Axis(y1: 0);
if (type == "time")
{
plt.YLabel("Execution time [ms]");
}
else
{
plt.YLabel("Steps");
}
plt.XLabel("Difficulty");
plt.Legend(location: legendLocation.upperRight);
plt.Ticks(useExponentialNotation: false, useMultiplierNotation: false);
plt.SaveFig(heuristicB + heuristicBF + type + "BvsBF" + ".png");
}
private string MakeGraph(string[] labels, double[] values)
{
double[] xs = DataGen.Consecutive(labels.Count());
var plt = new ScottPlot.Plot(1920, 1080);
plt.PlotBar(xs, values);
// customize the plot to make it look nicer
plt.Grid(enableVertical: false, lineStyle: LineStyle.Dot);
plt.XTicks(xs, labels);
plt.Ticks(fontSize: 25, xTickRotation: 45);
plt.Layout(yScaleWidth: 80, titleHeight: 50, xLabelHeight: 200, y2LabelWidth: 20);
string path = "graph.png";
plt.SaveFig(path);
return path;
}
