public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
using (Graphics gfx = Graphics.FromImage(bmp))
{
gfx.SmoothingMode = lowQuality ? SmoothingMode.HighSpeed : SmoothingMode.AntiAlias;
gfx.TextRenderingHint = lowQuality ? TextRenderingHint.SingleBitPerPixelGridFit : TextRenderingHint.AntiAliasGridFit;
for (int barIndex = 0; barIndex < ys.Length; barIndex++)
{
if (verticalBars)
{
RenderBarVertical(dims, gfx, xs[barIndex] + xOffset, ys[barIndex], yErr[barIndex], yOffsets[barIndex]);
}
else
{
RenderBarHorizontal(dims, gfx, xs[barIndex] + xOffset, ys[barIndex], yErr[barIndex], yOffsets[barIndex]);
}
}
}
}
private void RenderBeforePlottables(Bitmap bmp, bool lowQuality, PlotDimensions dims)
{
settings.DataBackground.Render(dims, bmp, lowQuality);
foreach (var axis in settings.Axes)
{
PlotDimensions dims2 = axis.IsHorizontal ?
settings.GetPlotDimensions(axis.AxisIndex, 0, dims.ScaleFactor) :
settings.GetPlotDimensions(0, axis.AxisIndex, dims.ScaleFactor);
try
{
axis.Render(dims2, bmp, lowQuality);
}
catch (OverflowException)
{
throw new InvalidOperationException("data cannot contain Infinity");
}
}
}
private void RenderAfterPlottables(Bitmap bmp, bool lowQuality, PlotDimensions dims)
{
if (settings.DrawGridAbovePlottables)
{
RenderAxes(bmp, lowQuality, dims);
}
settings.CornerLegend.UpdateLegendItems(this);
if (settings.CornerLegend.IsVisible)
{
settings.CornerLegend.Render(dims, bmp, lowQuality);
}
settings.BenchmarkMessage.Stop();
settings.ZoomRectangle.Render(dims, bmp, lowQuality);
settings.BenchmarkMessage.Render(dims, bmp, lowQuality);
settings.ErrorMessage.Render(dims, bmp, lowQuality);
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
PointF defaultPoint = new PointF(dims.GetPixelX(x), dims.GetPixelY(y));
PointF textLocationPoint = (rotation == 0) ? TextLocation(defaultPoint) : defaultPoint;
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (var framePen = new Pen(frameColor, frameSize * 2))
{
gfx.TranslateTransform((int)textLocationPoint.X, (int)textLocationPoint.Y);
gfx.RotateTransform((float)rotation);
if (frameSize > 0)
{
gfx.DrawRectangle(framePen, new Rectangle(0, 0, image.Width - 1, image.Height - 1));
}
gfx.DrawImage(image, new PointF(0, 0));
gfx.ResetTransform();
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Pen pen = GDI.Pen(Color.Black))
{
pen.CustomEndCap = new AdjustableArrowCap(2, 2);
for (int i = 0; i < xs.Length; i++)
{
for (int j = 0; j < ys.Length; j++)
{
Vector2 v = vectors[i, j];
float tailX = dims.GetPixelX(xs[i] - v.X / 2);
float tailY = dims.GetPixelY(ys[j] - v.Y / 2);
float endX = dims.GetPixelX(xs[i] + v.X / 2);
float endY = dims.GetPixelY(v.Y + ys[j] - v.Y / 2);
pen.Color = arrowColors[i * ys.Length + j];
gfx.DrawLine(pen, tailX, tailY, endX, endY);
}
}
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
using (var gfx = GDI.Graphics(bmp, lowQuality))
using (var pen = GDI.Pen(color, lineWidth, lineStyle, true))
{
if (IsHorizontal)
{
float pixelX1 = dims.GetPixelX(dims.XMin);
float pixelX2 = dims.GetPixelX(dims.XMax);
float pixelY = dims.GetPixelY(position);
gfx.DrawLine(pen, pixelX1, pixelY, pixelX2, pixelY);
}
else
{
float pixelX = dims.GetPixelX(position);
float pixelY1 = dims.GetPixelY(dims.YMin);
float pixelY2 = dims.GetPixelY(dims.YMax);
gfx.DrawLine(pen, pixelX, pixelY1, pixelX, pixelY2);
}
}
}
public new void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
base.Render(dims, bmp, lowQuality);
if (isHighlighted is null || isHighlighted.Length == 0)
{
return;
}
using (var gfx = Graphics.FromImage(bmp))
{
gfx.SmoothingMode = lowQuality ? SmoothingMode.HighSpeed : SmoothingMode.AntiAlias;
gfx.TextRenderingHint = lowQuality ? TextRenderingHint.SingleBitPerPixelGridFit : TextRenderingHint.AntiAliasGridFit;
var highlightedIndexes = Enumerable.Range(0, isHighlighted.Length).Where(x => isHighlighted[x]);
foreach (int i in highlightedIndexes)
{
PointF pt = new PointF(dims.GetPixelX(xs[i]), dims.GetPixelY(ys[i]));
MarkerTools.DrawMarker(gfx, pt, highlightedShape, highlightedMarkerSize, highlightedColor);
}
}
}
private void RenderPlottables(Bitmap bmp, bool lowQuality, double scaleFactor)
{
foreach (var plottable in settings.Plottables)
{
if (plottable.IsVisible == false)
{
continue;
}
plottable.ValidateData(deep: false);
PlotDimensions dims = (plottable is Plottable.IPlottable p)
? settings.GetPlotDimensions(p.XAxisIndex, p.YAxisIndex, scaleFactor)
: settings.GetPlotDimensions(0, 0, scaleFactor);
if (double.IsInfinity(dims.XSpan) || double.IsInfinity(dims.YSpan))
{
throw new InvalidOperationException($"Axis limits cannot be infinite: {dims}");
}
try
{
plottable.Render(dims, bmp, lowQuality);
}
catch (OverflowException ex)
{
// This exception is commonly thrown by System.Drawing when drawing to extremely large pixel locations.
if (settings.IgnoreOverflowExceptionsDuringRender)
{
Debug.WriteLine($"OverflowException plotting: {plottable}");
}
else
{
throw new OverflowException("overflow during render", ex);
}
}
}
}
public static void Scatter(PlotDimensions dims, Bitmap bmp, bool lowQuality, Population pop, Random rand,
double popLeft, double popWidth, Color fillColor, Color edgeColor, byte alpha, Position position)
{
// adjust edges to accomodate special positions
if (position == Position.Hide)
{
return;
}
if (position == Position.Left || position == Position.Right)
{
popWidth /= 2;
}
if (position == Position.Right)
{
popLeft += popWidth;
}
// contract edges slightly to encourage padding between elements
double edgePaddingFrac = 0.2;
popLeft += popWidth * edgePaddingFrac;
popWidth -= (popWidth * edgePaddingFrac) * 2;
float radius = 5;
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Pen penEdge = GDI.Pen(Color.FromArgb(alpha, edgeColor)))
using (Brush brushFill = GDI.Brush(Color.FromArgb(alpha, fillColor)))
{
foreach (double value in pop.values)
{
double yPx = dims.GetPixelY(value);
double xPx = dims.GetPixelX(popLeft + rand.NextDouble() * popWidth);
gfx.FillEllipse(brushFill, (float)(xPx - radius), (float)(yPx - radius), radius * 2, radius * 2);
gfx.DrawEllipse(penEdge, (float)(xPx - radius), (float)(yPx - radius), radius * 2, radius * 2);
}
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
using (Graphics gfx = Graphics.FromImage(bmp))
using (var pen = GDI.Pen(Color, LineWidth, LineStyle, true))
{
if (XErrorPositive != null)
{
DrawErrorBar(dims, gfx, pen, XErrorPositive, true, true);
}
if (XErrorNegative != null)
{
DrawErrorBar(dims, gfx, pen, XErrorNegative, true, false);
}
if (YErrorPositive != null)
{
DrawErrorBar(dims, gfx, pen, YErrorPositive, false, true);
}
if (YErrorNegative != null)
{
DrawErrorBar(dims, gfx, pen, YErrorNegative, false, false);
}
}
}
private void RenderPlottables(Bitmap bmp, bool lowQuality)
{
foreach (var plottable in settings.Plottables)
{
if (plottable.IsVisible == false)
{
continue;
}
PlotDimensions dims = (plottable is Plottable.IUsesAxes p) ?
settings.GetPlotDimensions(p.HorizontalAxisIndex, p.VerticalAxisIndex) :
settings.GetPlotDimensions(0, 0);
try
{
plottable.Render(dims, bmp, lowQuality);
}
catch (OverflowException)
{
Debug.WriteLine($"OverflowException plotting: {plottable}");
}
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
PointF[] points = new PointF[xs.Length];
for (int i = 0; i < xs.Length; i++)
{
points[i] = new PointF(dims.GetPixelX(xs[i]), dims.GetPixelY(ys[i]));
}
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Brush fillBrush = GDI.Brush(Color.FromArgb((byte)(255 * fillAlpha), fillColor)))
using (Pen outlinePen = GDI.Pen(lineColor, (float)lineWidth))
{
if (fill)
{
gfx.FillPolygon(fillBrush, points);
}
if (lineWidth > 0)
{
gfx.DrawPolygon(outlinePen, points);
}
}
}
private void RenderAxis(PlotDimensions dims, Bitmap bmp, bool lowQuality)
{
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Pen pen = GDI.Pen(Color.Black))
using (Brush brush = GDI.Brush(Color.Black))
using (Font axisFont = GDI.Font(null, 12))
using (StringFormat right_centre = new StringFormat()
{
Alignment = StringAlignment.Far, LineAlignment = StringAlignment.Center
})
using (StringFormat centre_top = new StringFormat()
{
Alignment = StringAlignment.Center, LineAlignment = StringAlignment.Near
})
{
double offset = -2;
double minScale = Math.Min(dims.PxPerUnitX, dims.PxPerUnitY);
gfx.DrawString($"{AxisOffsets[0]:f3}", axisFont, brush, dims.GetPixelX(0), dims.GetPixelY(offset), centre_top);
gfx.DrawString($"{AxisOffsets[0] + AxisMultipliers[0]:f3}", axisFont, brush, new PointF((float)((width * minScale) + dims.GetPixelX(0)), dims.GetPixelY(offset)), centre_top);
gfx.DrawString($"{AxisOffsets[1]:f3}", axisFont, brush, dims.GetPixelX(offset), dims.GetPixelY(0), right_centre);
gfx.DrawString($"{AxisOffsets[1] + AxisMultipliers[1]:f3}", axisFont, brush, new PointF(dims.GetPixelX(offset), dims.GetPixelY(0) - (float)(height * minScale)), right_centre);
}
}
public static void DataPlottables(Settings settings)
{
if (settings.gfxData == null)
{
return;
}
// Construct the dimensions object to be injected into plottables during rendering.
var dims = new PlotDimensions(settings.figureSize, settings.dataSize, settings.dataOrigin, settings.axes.Limits);
bool lowQuality = !settings.misc.antiAliasData;
for (int i = 0; i < settings.plottables.Count; i++)
{
Plottable plottable = settings.plottables[i];
if (plottable.visible)
{
try
{
if (plottable is IPlottable modernPlottable)
{
// use the new render method (that injections dimensions and the bitmap to draw on)
modernPlottable.Render(dims, settings.bmpData, lowQuality);
}
else
{
// use the old render method (that reads state from settings module and draws on the bitmap stored there)
plottable.Render(settings);
}
}
catch (OverflowException)
{
Debug.WriteLine($"OverflowException plotting: {plottable}");
}
}
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
using (var gfx = Graphics.FromImage(bmp))
using (var font = GDI.Font(FontName, FontSize, FontBold))
using (var fontBrush = new SolidBrush(FontColor))
using (var shadowBrush = new SolidBrush(ShadowColor))
using (var backgroundBrush = new SolidBrush(BackgroundColor))
using (var borderPen = new Pen(BorderColor, BorderWidth))
{
gfx.SmoothingMode = lowQuality ? SmoothingMode.HighSpeed : SmoothingMode.AntiAlias;
gfx.TextRenderingHint = lowQuality ? TextRenderingHint.SingleBitPerPixelGridFit : TextRenderingHint.AntiAliasGridFit;
SizeF size = GDI.MeasureString(gfx, label, font);
double x = (xPixel >= 0) ? xPixel : dims.DataWidth + xPixel - size.Width;
double y = (yPixel >= 0) ? yPixel : dims.DataHeight + yPixel - size.Height;
PointF location = new PointF((float)x, (float)y);
if (Background && Shadow)
{
gfx.FillRectangle(shadowBrush, location.X + 5, location.Y + 5, size.Width, size.Height);
}
if (Background)
{
gfx.FillRectangle(backgroundBrush, location.X, location.Y, size.Width, size.Height);
}
if (Border)
{
gfx.DrawRectangle(borderPen, location.X, location.Y, size.Width, size.Height);
}
gfx.DrawString(label, font, fontBrush, location);
}
}
private void LayoutAuto(int xAxisIndex, int yAxisIndex)
{
// TODO: separate this into distinct X and Y functions (requires refactoring plottable interface)
bool atLeastOneAxisIsZero = xAxisIndex == 0 || yAxisIndex == 0;
if (!atLeastOneAxisIsZero)
{
throw new InvalidOperationException();
}
// Adjust padding around the data area to accommodate title and tick labels.
//
// This is a chicken-and-egg problem:
// * TICK DENSITY depends on the DATA AREA SIZE
// * DATA AREA SIZE depends on LAYOUT PADDING
// * LAYOUT PADDING depends on MAXIMUM LABEL SIZE
// * MAXIMUM LABEL SIZE depends on TICK DENSITY
//
// To solve this, start by assuming data area size == figure size and layout padding == 0,
// then calculate ticks, then set padding based on the largest tick, then re-calculate ticks.
// axis limits shall not change
var dims = GetPlotDimensions(xAxisIndex, yAxisIndex);
var limits = (dims.XMin, dims.XMax, dims.YMin, dims.YMax);
var figSize = new SizeF(Width, Height);
// first-pass tick calculation based on full image size
var dimsFull = new PlotDimensions(figSize, figSize, new PointF(0, 0), limits);
foreach (var axis in Axes)
{
bool isMatchingXAxis = axis.IsHorizontal && axis.AxisIndex == xAxisIndex;
bool isMatchingYAxis = axis.IsVertical && axis.AxisIndex == yAxisIndex;
if (isMatchingXAxis || isMatchingYAxis)
{
axis.RecalculateTickPositions(dimsFull);
axis.RecalculateAxisSize();
}
}
// now adjust our layout based on measured axis sizes
RecalculateDataPadding();
// now recalculate ticks based on new layout
var dataSize = new SizeF(DataWidth, DataHeight);
var dataOffset = new PointF(DataOffsetX, DataOffsetY);
var dims3 = new PlotDimensions(figSize, dataSize, dataOffset, limits);
foreach (var axis in Axes)
{
bool isMatchingXAxis = axis.IsHorizontal && axis.AxisIndex == xAxisIndex;
bool isMatchingYAxis = axis.IsVertical && axis.AxisIndex == yAxisIndex;
if (isMatchingXAxis || isMatchingYAxis)
{
axis.RecalculateTickPositions(dims3);
}
}
// adjust the layout based on measured tick label sizes
RecalculateDataPadding();
}
private void RenderClear(Bitmap bmp, bool lowQuality, PlotDimensions primaryDims)
{
settings.FigureBackground.Render(primaryDims, bmp, lowQuality);
}
public static void Box(PlotDimensions dims, Bitmap bmp, bool lowQuality, Population pop, Random rand,
double popLeft, double popWidth, Color color, Position position, BoxFormat boxFormat,
HorizontalAlignment errorAlignment = HorizontalAlignment.Right)
{
// adjust edges to accomodate special positions
if (position == Position.Hide)
{
return;
}
if (position == Position.Left || position == Position.Right)
{
popWidth /= 2;
}
if (position == Position.Right)
{
popLeft += popWidth;
}
double errorMaxPx, errorMinPx;
double yPxTop, yPxBase;
double yPx;
if (boxFormat == BoxFormat.StdevStderrMean)
{
errorMaxPx = dims.GetPixelY(pop.mean + pop.stDev);
errorMinPx = dims.GetPixelY(pop.mean - pop.stDev);
yPxTop = dims.GetPixelY(pop.mean + pop.stdErr);
yPxBase = dims.GetPixelY(pop.mean - pop.stdErr);
yPx = dims.GetPixelY(pop.mean);
}
else if (boxFormat == BoxFormat.OutlierQuartileMedian)
{
errorMaxPx = dims.GetPixelY(pop.maxNonOutlier);
errorMinPx = dims.GetPixelY(pop.minNonOutlier);
yPxTop = dims.GetPixelY(pop.Q3);
yPxBase = dims.GetPixelY(pop.Q1);
yPx = dims.GetPixelY(pop.median);
}
else
{
throw new NotImplementedException();
}
// make cap width a fraction of available space
double capWidthFrac = .38;
double capWidth = popWidth * capWidthFrac;
// contract edges slightly to encourage padding between elements
double edgePaddingFrac = 0.2;
popLeft += popWidth * edgePaddingFrac;
popWidth -= (popWidth * edgePaddingFrac) * 2;
double leftPx = dims.GetPixelX(popLeft);
double rightPx = dims.GetPixelX(popLeft + popWidth);
RectangleF rect = new RectangleF(
x: (float)leftPx,
y: (float)yPxTop,
width: (float)(rightPx - leftPx),
height: (float)(yPxBase - yPxTop));
// determine location of errorbars and caps
double capPx1, capPx2, errorPxX;
switch (errorAlignment)
{
case HorizontalAlignment.Center:
double centerX = popLeft + popWidth / 2;
errorPxX = dims.GetPixelX(centerX);
capPx1 = dims.GetPixelX(centerX - capWidth / 2);
capPx2 = dims.GetPixelX(centerX + capWidth / 2);
break;
case HorizontalAlignment.Right:
errorPxX = dims.GetPixelX(popLeft + popWidth);
capPx1 = dims.GetPixelX(popLeft + popWidth - capWidth / 2);
capPx2 = dims.GetPixelX(popLeft + popWidth);
break;
case HorizontalAlignment.Left:
errorPxX = dims.GetPixelX(popLeft);
capPx1 = dims.GetPixelX(popLeft);
capPx2 = dims.GetPixelX(popLeft + capWidth / 2);
break;
default:
throw new NotImplementedException();
}
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Pen pen = GDI.Pen(Color.Black))
using (Brush brush = GDI.Brush(color))
{
// draw the box
gfx.FillRectangle(brush, rect.X, rect.Y, rect.Width, rect.Height);
gfx.DrawRectangle(pen, rect.X, rect.Y, rect.Width, rect.Height);
// draw the line in the center
gfx.DrawLine(pen, rect.X, (float)yPx, rect.X + rect.Width, (float)yPx);
// draw errorbars and caps
gfx.DrawLine(pen, (float)errorPxX, (float)errorMinPx, (float)errorPxX, rect.Y + rect.Height);
gfx.DrawLine(pen, (float)errorPxX, (float)errorMaxPx, (float)errorPxX, rect.Y);
gfx.DrawLine(pen, (float)capPx1, (float)errorMinPx, (float)capPx2, (float)errorMinPx);
gfx.DrawLine(pen, (float)capPx1, (float)errorMaxPx, (float)capPx2, (float)errorMaxPx);
}
}
public static void Bar(PlotDimensions dims, Bitmap bmp, bool lowQuality, Population pop, Random rand,
double popLeft, double popWidth, Color color, Position position, bool useStdErr = false)
{
// adjust edges to accomodate special positions
if (position == Position.Hide)
{
return;
}
if (position == Position.Left || position == Position.Right)
{
popWidth /= 2;
}
if (position == Position.Right)
{
popLeft += popWidth;
}
// determine the center point and calculate bounds
double centerX = popLeft + popWidth / 2;
double xPx = dims.GetPixelX(centerX);
double yPxTop = dims.GetPixelY(pop.mean);
double yPxBase = dims.GetPixelY(0);
double errorMaxPx, errorMinPx;
if (useStdErr)
{
errorMaxPx = dims.GetPixelY(pop.mean + pop.stdErr);
errorMinPx = dims.GetPixelY(pop.mean - pop.stdErr);
}
else
{
errorMaxPx = dims.GetPixelY(pop.mean + pop.stDev);
errorMinPx = dims.GetPixelY(pop.mean - pop.stDev);
}
// make cap width a fraction of available space
double capWidthFrac = .38;
double capWidth = popWidth * capWidthFrac;
double capPx1 = dims.GetPixelX(centerX - capWidth / 2);
double capPx2 = dims.GetPixelX(centerX + capWidth / 2);
// contract edges slightly to encourage padding between elements
double edgePaddingFrac = 0.2;
popLeft += popWidth * edgePaddingFrac;
popWidth -= (popWidth * edgePaddingFrac) * 2;
double leftPx = dims.GetPixelX(popLeft);
double rightPx = dims.GetPixelX(popLeft + popWidth);
RectangleF rect = new RectangleF((float)leftPx, (float)yPxTop, (float)(rightPx - leftPx), (float)(yPxBase - yPxTop));
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Pen pen = GDI.Pen(Color.Black))
using (Brush brush = GDI.Brush(color))
{
gfx.FillRectangle(brush, rect.X, rect.Y, rect.Width, rect.Height);
gfx.DrawRectangle(pen, rect.X, rect.Y, rect.Width, rect.Height);
gfx.DrawLine(pen, (float)xPx, (float)errorMinPx, (float)xPx, (float)errorMaxPx);
gfx.DrawLine(pen, (float)capPx1, (float)errorMinPx, (float)capPx2, (float)errorMinPx);
gfx.DrawLine(pen, (float)capPx1, (float)errorMaxPx, (float)capPx2, (float)errorMaxPx);
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
Random rand = new Random(0);
double groupWidth = .8;
var popWidth = groupWidth / seriesCount;
for (int seriesIndex = 0; seriesIndex < seriesCount; seriesIndex++)
{
for (int groupIndex = 0; groupIndex < groupCount; groupIndex++)
{
var series = popMultiSeries.multiSeries[seriesIndex];
var population = series.populations[groupIndex];
var groupLeft = groupIndex - groupWidth / 2;
var popLeft = groupLeft + popWidth * seriesIndex;
Position scatterPos, boxPos;
switch (displayItems)
{
case DisplayItems.BoxAndScatter:
boxPos = Position.Left;
scatterPos = Position.Right;
break;
case DisplayItems.BoxOnly:
boxPos = Position.Center;
scatterPos = Position.Hide;
break;
case DisplayItems.ScatterAndBox:
boxPos = Position.Right;
scatterPos = Position.Left;
break;
case DisplayItems.ScatterOnly:
boxPos = Position.Hide;
scatterPos = Position.Center;
break;
default:
throw new NotImplementedException();
}
Scatter(dims, bmp, lowQuality, population, rand, popLeft, popWidth, series.color, scatterOutlineColor, 128, scatterPos);
if (displayDistributionCurve)
{
Distribution(dims, bmp, lowQuality, population, rand, popLeft, popWidth, distributionCurveColor, scatterPos, distributionCurveLineStyle);
}
switch (boxStyle)
{
case BoxStyle.BarMeanStdErr:
Bar(dims, bmp, lowQuality, population, rand, popLeft, popWidth, series.color, boxPos, useStdErr: true);
break;
case BoxStyle.BarMeanStDev:
Bar(dims, bmp, lowQuality, population, rand, popLeft, popWidth, series.color, boxPos, useStdErr: false);
break;
case BoxStyle.BoxMeanStdevStderr:
Box(dims, bmp, lowQuality, population, rand, popLeft, popWidth, series.color, boxPos, BoxFormat.StdevStderrMean);
break;
case BoxStyle.BoxMedianQuartileOutlier:
Box(dims, bmp, lowQuality, population, rand, popLeft, popWidth, series.color, boxPos, BoxFormat.OutlierQuartileMedian);
break;
case BoxStyle.MeanAndStderr:
MeanAndError(dims, bmp, lowQuality, population, rand, popLeft, popWidth, series.color, boxPos, useStdErr: true);
break;
case BoxStyle.MeanAndStdev:
MeanAndError(dims, bmp, lowQuality, population, rand, popLeft, popWidth, series.color, boxPos, useStdErr: false);
break;
default:
throw new NotImplementedException();
}
}
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
int numGroups = normalized.GetUpperBound(0) + 1;
int numCategories = normalized.GetUpperBound(1) + 1;
double sweepAngle = 2 * Math.PI / numCategories;
double minScale = new double[] { dims.PxPerUnitX, dims.PxPerUnitX }.Min();
PointF origin = new PointF(dims.GetPixelX(0), dims.GetPixelY(0));
double[] radii = new double[] { 0.25 * minScale, 0.5 * minScale, 1 * minScale };
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Pen pen = GDI.Pen(webColor))
using (Brush brush = GDI.Brush(Color.Black))
using (StringFormat sf = new StringFormat()
{
LineAlignment = StringAlignment.Center
})
using (Font font = GDI.Font())
{
for (int i = 0; i < radii.Length; i++)
{
gfx.DrawEllipse(pen, (int)(origin.X - radii[i]), (int)(origin.Y - radii[i]), (int)(radii[i] * 2), (int)(radii[i] * 2));
StringFormat stringFormat = new StringFormat()
{
Alignment = StringAlignment.Near, LineAlignment = StringAlignment.Far
};
gfx.DrawString($"{normalizedMax * radii[i] / minScale:f1}", new Font(FontFamily.GenericSansSerif, 8), brush, origin.X, (float)(-radii[i] + origin.Y), stringFormat);
}
for (int i = 0; i < numCategories; i++)
{
PointF destination = new PointF((float)(1.1 * Math.Cos(sweepAngle * i - Math.PI / 2) * minScale + origin.X), (float)(1.1 * Math.Sin(sweepAngle * i - Math.PI / 2) * minScale + origin.Y));
gfx.DrawLine(pen, origin, destination);
if (categoryNames != null)
{
PointF textDestination = new PointF(
(float)(1.3 * Math.Cos(sweepAngle * i - Math.PI / 2) * minScale + origin.X),
(float)(1.3 * Math.Sin(sweepAngle * i - Math.PI / 2) * minScale + origin.Y));
if (Math.Abs(textDestination.X - origin.X) < 0.1)
{
sf.Alignment = StringAlignment.Center;
}
else
{
sf.Alignment = dims.GetCoordinateX(textDestination.X) < 0 ? StringAlignment.Far : StringAlignment.Near;
}
gfx.DrawString(categoryNames[i], font, brush, textDestination, sf);
}
}
for (int i = 0; i < numGroups; i++)
{
PointF[] points = new PointF[numCategories];
for (int j = 0; j < numCategories; j++)
{
points[j] = new PointF(
(float)(normalized[i, j] * Math.Cos(sweepAngle * j - Math.PI / 2) * minScale + origin.X),
(float)(normalized[i, j] * Math.Sin(sweepAngle * j - Math.PI / 2) * minScale + origin.Y));
}
((SolidBrush)brush).Color = fillColors[i];
pen.Color = lineColors[i];
gfx.FillPolygon(brush, points);
gfx.DrawPolygon(pen, points);
}
}
}
public void Render(PlotDimensions dims, Bitmap bmp, bool lowQuality = false)
{
using (Graphics gfx = GDI.Graphics(bmp, lowQuality))
using (Pen backgroundPen = GDI.Pen(dataBackgroundColor))
using (Pen outlinePen = GDI.Pen(outlineColor, outlineSize))
using (Brush brush = GDI.Brush(Color.Black))
using (Brush fontBrush = GDI.Brush(centerTextColor))
using (Font sliceFont = GDI.Font(null, sliceFontSize))
using (Font centerFont = GDI.Font(null, centerFontSize))
using (StringFormat sfCenter = new StringFormat()
{
LineAlignment = StringAlignment.Center, Alignment = StringAlignment.Center
})
{
double[] proportions = values.Select(x => x / values.Sum()).ToArray();
AxisLimits2D limits = GetLimits();
double centreX = limits.xCenter;
double centreY = limits.yCenter;
float diameterPixels = .9f * Math.Min(dims.DataWidth, dims.DataHeight);
// record label details and draw them after slices to prevent cover-ups
double[] labelXs = new double[values.Length];
double[] labelYs = new double[values.Length];
string[] labelStrings = new string[values.Length];
RectangleF boundingRectangle = new RectangleF(
dims.GetPixelX(centreX) - diameterPixels / 2,
dims.GetPixelY(centreY) - diameterPixels / 2,
diameterPixels,
diameterPixels);
if (donutSize > 0)
{
GraphicsPath graphicsPath = new GraphicsPath();
float donutDiameterPixels = (float)donutSize * diameterPixels;
RectangleF donutHoleBoundingRectangle = new RectangleF(
dims.GetPixelX(centreX) - donutDiameterPixels / 2,
dims.GetPixelY(centreY) - donutDiameterPixels / 2,
donutDiameterPixels,
donutDiameterPixels);
graphicsPath.AddEllipse(donutHoleBoundingRectangle);
Region excludedRegion = new Region(graphicsPath);
gfx.ExcludeClip(excludedRegion);
}
double start = -90;
for (int i = 0; i < values.Length; i++)
{
// determine where the slice is to be drawn
double sweep = proportions[i] * 360;
double sweepOffset = explodedChart ? -1 : 0;
double angle = (Math.PI / 180) * ((sweep + 2 * start) / 2);
double xOffset = explodedChart ? 3 * Math.Cos(angle) : 0;
double yOffset = explodedChart ? 3 * Math.Sin(angle) : 0;
// record where and what to label the slice
double sliceLabelR = 0.35 * diameterPixels;
labelXs[i] = (boundingRectangle.X + diameterPixels / 2 + xOffset + Math.Cos(angle) * sliceLabelR);
labelYs[i] = (boundingRectangle.Y + diameterPixels / 2 + yOffset + Math.Sin(angle) * sliceLabelR);
string sliceLabelValue = (showValues) ? $"{values[i]}" : "";
string sliceLabelPercentage = showPercentages ? $"{proportions[i] * 100:f1}%" : "";
string sliceLabelName = (showLabels && groupNames != null) ? groupNames[i] : "";
labelStrings[i] = $"{sliceLabelValue}\n{sliceLabelPercentage}\n{sliceLabelName}".Trim();
((SolidBrush)brush).Color = colors[i];
gfx.FillPie(brush: brush,
x: (int)(boundingRectangle.X + xOffset),
y: (int)(boundingRectangle.Y + yOffset),
width: boundingRectangle.Width,
height: boundingRectangle.Height,
startAngle: (float)start,
sweepAngle: (float)(sweep + sweepOffset));
if (explodedChart)
{
gfx.DrawPie(
pen: backgroundPen,
x: (int)(boundingRectangle.X + xOffset),
y: (int)(boundingRectangle.Y + yOffset),
width: boundingRectangle.Width,
height: boundingRectangle.Height,
startAngle: (float)start,
sweepAngle: (float)(sweep + sweepOffset));
}
start += sweep;
}
((SolidBrush)brush).Color = Color.White;
for (int i = 0; i < values.Length; i++)
{
if (!string.IsNullOrWhiteSpace(labelStrings[i]))
{
gfx.DrawString(labelStrings[i], sliceFont, brush, (float)labelXs[i], (float)labelYs[i], sfCenter);
}
}
if (outlineSize > 0)
{
gfx.DrawEllipse(
outlinePen,
boundingRectangle.X,
boundingRectangle.Y,
boundingRectangle.Width,
boundingRectangle.Height);
}
gfx.ResetClip();
if (centerText != null)
{
gfx.DrawString(centerText, centerFont, fontBrush, dims.GetPixelX(0), dims.GetPixelY(0), sfCenter);
}
if (explodedChart)
{
// draw a background-colored circle around the perimeter to make it look like all pieces are the same size
backgroundPen.Width = 20;
gfx.DrawEllipse(
pen: backgroundPen,
x: boundingRectangle.X,
y: boundingRectangle.Y,
width: boundingRectangle.Width,
height: boundingRectangle.Height);
}
}
}
public Pixel ToPixel(PlotDimensions dims)
{
return(dims.GetPixel(this));
}