public static PlotBase CreateResidualPlot(IEnumerable <double> x,
IEnumerable <double> yPre,
IEnumerable <double> yPost,
string title,
string xLabel,
string yLabel)
{
var colorIterator = new ColorTypeIterator();
var plot = new ScatterPlot(title, xLabel, yLabel);
var preColor = colorIterator.GetColor(1);
var postColor = colorIterator.GetColor(2);
plot.AddSeries(x, yPre, "Pre-Alignment ", preColor);
plot.AddSeries(x, yPost, "Post-Alignment ", postColor);
return(plot);
}
/// <summary>
/// Creates a residual alignment plot from the features provided.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="x"></param>
/// <param name="y"></param>
/// <param name="abscissaFunc"></param>
/// <param name="ordinateFuncPre"></param>
/// <param name="ordinateFuncPost"></param>
/// <param name="xLabel"></param>
/// <param name="yLabel"></param>
/// <returns></returns>
public static PlotBase CreateResidualAlignmentPlot <T>(IEnumerable <T> x,
IEnumerable <T> y,
Func <T, double> abscissaFunc,
Func <T, T, double> ordinateFuncPre,
Func <T, T, double> ordinateFuncPost,
string xLabel,
string yLabel)
where T : FeatureLight
{
var xPoints = x as T[] ?? x.ToArray();
var yPoints = y as T[] ?? y.ToArray();
var colorIterator = new ColorTypeIterator();
var plot = new ScatterPlot("", xLabel, yLabel);
if (xPoints.Length != yPoints.Length)
{
throw new Exception("The two data arrays must be of equal length.");
}
var preColor = colorIterator.GetColor(1);
var postColor = colorIterator.GetColor(2);
var preX = new List <double>();
var preY = new List <double>();
var postY = new List <double>();
for (var i = 0; i < xPoints.Length; i++)
{
var featureX = xPoints[i];
var featureY = yPoints[i];
preX.Add(abscissaFunc(featureX));
preY.Add(ordinateFuncPre(featureX, featureY));
postY.Add(ordinateFuncPost(featureX, featureY));
}
plot.AddSeries(preX, preY, "Pre-Alignment ", preColor);
plot.AddSeries(preX, postY, "Post-Alignment ", postColor);
return(plot);
}
/// <summary>
/// Creates a feature plot enumerating each charge state with a different color.
/// </summary>
/// <typeparam name="T"></typeparam>
/// <param name="features"></param>
/// <param name="timeSelector"></param>
/// <param name="massSelector"></param>
/// <param name="timeLabel"></param>
/// <param name="massLabel"></param>
/// <returns></returns>
public static PlotBase CreateFeatureScatterPlot <T>(IEnumerable <T> features,
Func <T, double> timeSelector,
Func <T, double> massSelector,
string timeLabel,
string massLabel
)
where T : FeatureLight
{
// Map charge states.
var chargeMap = new Dictionary <int, IList <T> >();
foreach (var feature in features)
{
var charge = feature.ChargeState;
if (!chargeMap.ContainsKey(charge))
{
chargeMap.Add(charge, new List <T>());
}
chargeMap[charge].Add(feature);
}
var colorIterator = new ColorTypeIterator();
var plot = new ScatterPlot("Features", timeLabel, massLabel);
foreach (var charge in chargeMap.Keys)
{
var x = new List <double>();
var y = new List <double>();
foreach (var feature in chargeMap[charge])
{
x.Add(timeSelector(feature));
y.Add(massSelector(feature));
}
var color = colorIterator.GetColor(charge);
plot.AddSeries(x, y, "Charge " + charge, color);
}
plot.Model.Axes[0].MajorGridlineStyle = LineStyle.Solid;
plot.Model.Axes[1].MajorGridlineStyle = LineStyle.Solid;
return(plot);
}
public static PlotBase CreateClustersScatterPlot <T>(IEnumerable <T> features,
Func <T, double> timeSelector,
Func <T, double> massSelector,
string timeLabel,
string massLabel,
OxyColor color
)
where T : FeatureLight
{
var x = new List <double>();
var y = new List <double>();
foreach (var feature in features)
{
x.Add(timeSelector(feature));
y.Add(massSelector(feature));
}
var plot = new ScatterPlot("Clusters", timeLabel, massLabel);
plot.AddSeries(x, y, "Clusters ", color);
plot.Model.Axes[0].MajorGridlineStyle = LineStyle.Solid;
plot.Model.Axes[1].MajorGridlineStyle = LineStyle.Solid;
return(plot);
}