Per-point Colouring of Mountain Segments
Mountain series can be colored per-point using the PaletteProvider API. To use this, we must create a class (typescript) or object (javascript) which implements or confirms to the IStrokePaletteProvider📘 and IFillPaletteProvider📘 interfaces. Then, apply this to the FastMountainRenderableSeries.paletteProvider📘 property. This allows you to colour data-points based on values, or custom rules with infinite extensiblity.
First, let's create a PaletteProvider class like this:
- TS
const { DefaultPaletteProvider, EStrokePaletteMode, parseColorToUIntArgb } = SciChart;
// or, for npm, import { DefaultPaletteProvider, ... } from "scichart"
// Custom PaletteProvider for line series which colours datapoints above a threshold
class MountainPaletteProvider extends DefaultPaletteProvider {
threshold: number;
stroke: number;
fillColor: number;
constructor(threshold) {
super();
this.strokePaletteMode = EStrokePaletteMode.SOLID;
this.threshold = threshold;
this.stroke = parseColorToUIntArgb("#FF0000");
this.fillColor = parseColorToUIntArgb("#FF000077");
}
// This function is called for every data-point.
// Return undefined to use the default color for the line,
// else, return a custom colour as an ARGB color code, e.g. 0xFFFF0000 is red
overrideStrokeArgb(xValue, yValue, index, opacity, metadata) {
return xValue > this.threshold ? this.fillColor : undefined;
}
// This function is called for every data-point
// Return undefined to use the default color for the fill, else, return
// a custom color as ARGB color code e.g. 0xFFFF0000 is red
overrideFillArgb(xValue, yValue, index, opacity, metadata) {
return xValue > this.threshold ? this.fillColor : undefined;
}
}
Next, we can apply the PaletteProvider to the series. This can be done both with the programmatic API and the Builder API:
- TS
- Builder API (JSON Config)
const threshold = 75;
// Create a mountain series & add to the chart
const mountainSeries = new FastMountainRenderableSeries(wasmContext, {
dataSeries: new XyDataSeries(wasmContext, { xValues, yValues }),
stroke: "#4682b4",
strokeThickness: 3,
zeroLineY: 0.0,
// when a solid color is required, use fill
fill: "rgba(176, 196, 222, 0.7)",
// when a gradient is required, use fillLinearGradient
fillLinearGradient: new GradientParams(new Point(0, 0), new Point(0, 1), [
{ color: "rgba(70,130,180,0.77)", offset: 0 },
{ color: "rgba(70,130,180,0.0)", offset: 1 }
]),
// Apply the paletteprovider
paletteProvider: new MountainPaletteProvider(threshold)
});
sciChartSurface.renderableSeries.add(mountainSeries);
// Demonstrates how to create a chart with a custom PaletteProvider, using the builder API
const { chartBuilder, EBaseType, ESeriesType, EPaletteProviderType, EThemeProviderType } = SciChart;
// or, for npm, import { chartBuilder, ... } from "scichart"
// Register the custom ThresholdLinePaletteProvider with the chartBuilder
chartBuilder.registerType(
EBaseType.PaletteProvider,
"MountainPaletteProvider",
options => new MountainPaletteProvider(options.threshold)
);
// Create some data
let yLast = 100.0;
const xValues = [];
const yValues = [];
for (let i = 0; i <= 100; i++) {
const y = yLast + (Math.random() - 0.48);
yLast = y;
xValues.push(i);
yValues.push(y);
}
// Now use the Builder-API to build the chart
const { wasmContext, sciChartSurface } = await chartBuilder.build2DChart(divElementId, {
surface: { theme: { type: EThemeProviderType.Dark } },
series: [
{
type: ESeriesType.MountainSeries,
xyData: {
xValues,
yValues
},
options: {
stroke: "#4682b4",
strokeThickness: 3,
zeroLineY: 0.0,
fill: "rgba(176, 196, 222, 0.7)", // when a solid color is required, use fill
fillLinearGradient: {
gradientStops: [
{ color: "rgba(70,130,180,0.77)", offset: 0.0 },
{ color: "rgba(70,130,180,0.0)", offset: 1 }
],
startPoint: { x: 0, y: 0 },
endPoint: { x: 0, y: 1 }
},
// Now you can instantiate using parameters below
paletteProvider: {
type: EPaletteProviderType.Custom,
customType: "MountainPaletteProvider",
options: {
threshold: 75
}
}
// Note: Assigning an instance is also valid, e.g.
// paletteProvider: new ThresholdLinePaletteProvider("Green", yValue => yValue >= 4.0)
}
}
]
});
The code above results in a JavaScript Mountain Chart with the following output. XValues > 200 are colored red, and XValues < 200 are the default series colors.
SciChart won't bisect the line at a threshold value but only changes colour between line segments in the data you already have. If you want to have a perfect transistion from one colour to another at a specific Y-value, you will need to include data-points
Colouring Mountain Series Point-Markers with PaletteProvider
If applying PointMarkers to the FastMountainRenderableSeries, and you want to adjust per-point coloring of the markers, then you need to implement overridePointMarkerArgb in your paletteprovider.
Find out how in the documentation page Per-Point Colouring of Scatter Charts (or PointMarkers).