React Point Line 3D Chart

1import { Radix2FFT } from "../../../FeaturedApps/ScientificCharts/AudioAnalyzer/Radix2FFT";
2import {
3    CameraController,
4    HeatmapLegend,
5    MouseWheelZoomModifier3D,
6    NumericAxis3D,
7    OrbitModifier3D,
8    parseColorToUIntArgb,
9    PointLineRenderableSeries3D,
10    ResetCamera3DModifier,
11    SciChart3DSurface,
12    TGradientStop,
13    Vector3,
14    XyzDataSeries3D,
15} from "scichart";
16import { appTheme } from "../../../theme";
17
18type TMetadata = {
19    vertexColor: number;
20    pointScale: number;
21};
22
23// This function generates some spectral data for the waterfall chart
24const createSpectralData = (n: number) => {
25    const spectraSize = 1024;
26    const timeData = new Array(spectraSize);
27
28    // Generate some random data with spectral components
29    for (let i = 0; i < spectraSize; i++) {
30        timeData[i] =
31            4.0 * Math.sin((2 * Math.PI * i) / (20 + n * 0.2)) +
32            10 * Math.sin((2 * Math.PI * i) / (10 + n * 0.01)) +
33            20 * Math.sin((2 * Math.PI * i) / (5 + n * -0.002)) +
34            3.0 * Math.random();
35    }
36
37    // Do a fourier-transform on the data to get the frequency domain
38    const transform = new Radix2FFT(spectraSize);
39    const yValues = transform.run(timeData);
40    // .slice(0, 300); // We only want the first N points just to make the example cleaner
41
42    // This is just setting a floor to make the data cleaner for the example
43    for (let i = 0; i < yValues.length; i++) {
44        yValues[i] =
45            yValues[i] < -30 || yValues[i] > -5 ? (yValues[i] < -30 ? -30 : Math.random() * 9 - 6) : yValues[i];
46    }
47    yValues[0] = -30;
48
49    // we need x-values (sequential numbers) for the frequency data
50    const xValues = yValues.map((value, index) => index);
51
52    return { xValues, yValues };
53};
54
55// SCICHART CODE
56export const drawExample = async (rootElement: string | HTMLDivElement) => {
57    const { sciChart3DSurface, wasmContext } = await SciChart3DSurface.create(rootElement, {
58        theme: appTheme.SciChartJsTheme,
59    });
60    sciChart3DSurface.worldDimensions = new Vector3(300, 100, 300);
61    sciChart3DSurface.camera = new CameraController(wasmContext, {
62        position: new Vector3(-141.6, 310.29, 393.32),
63        target: new Vector3(0, 50, 0),
64    });
65
66    sciChart3DSurface.chartModifiers.add(new MouseWheelZoomModifier3D());
67    sciChart3DSurface.chartModifiers.add(new OrbitModifier3D());
68    sciChart3DSurface.chartModifiers.add(new ResetCamera3DModifier());
69
70    sciChart3DSurface.xAxis = new NumericAxis3D(wasmContext, {
71        axisTitle: "Frequency (Hz)",
72        drawMinorGridLines: false,
73        drawMajorGridLines: false,
74        tickLabelsOffset: 20,
75    });
76    sciChart3DSurface.yAxis = new NumericAxis3D(wasmContext, {
77        axisTitle: "Power (dB)",
78        drawMinorGridLines: false,
79        drawMajorGridLines: false,
80        tickLabelsOffset: 20,
81    });
82    sciChart3DSurface.zAxis = new NumericAxis3D(wasmContext, {
83        axisTitle: "Time (s)",
84        drawMinorGridLines: false,
85        drawMajorGridLines: false,
86        tickLabelsOffset: 20,
87    });
88
89    for (let i = 0; i < 50; i++) {
90        // Create some data for the example
91        // xValues are frequency values (Hz)
92        // yValues are heights or magnitude
93        const { xValues, yValues } = createSpectralData(i);
94        // zValues are the 3rd dimension where we will spread out our series in time
95        const zValues = Array.from({ length: xValues.length }).map((_) => i * 2);
96
97        // Metadata in scichart.js 3D controls color 3D line series. It can also hold additional optional properties
98        // Below we format the data for yValues into metadata colour coded and scaled depending on the value
99        const metadata = formatMetadata(yValues, [
100            { offset: 1, color: appTheme.VividPink },
101            { offset: 0.9, color: appTheme.VividOrange },
102            { offset: 0.7, color: appTheme.MutedRed },
103            { offset: 0.5, color: appTheme.VividGreen },
104            { offset: 0.3, color: appTheme.VividSkyBlue },
105            { offset: 0.2, color: appTheme.Indigo },
106            { offset: 0, color: appTheme.DarkIndigo },
107        ]);
108
109        // Add a 3D Point-Line chart
110        sciChart3DSurface.renderableSeries.add(
111            new PointLineRenderableSeries3D(wasmContext, {
112                dataSeries: new XyzDataSeries3D(wasmContext, {
113                    xValues,
114                    yValues,
115                    zValues,
116                    metadata,
117                }),
118                strokeThickness: 3,
119                opacity: 0.5,
120            })
121        );
122    }
123
124    return { sciChartSurface: sciChart3DSurface, wasmContext };
125};
126
127function formatMetadata(valuesArray: number[], gradientStops: TGradientStop[]): TMetadata[] {
128    const low = Math.min(...valuesArray);
129    const high = Math.max(...valuesArray);
130
131    const sGradientStops = gradientStops.sort((a, b) => (a.offset > b.offset ? 1 : -1));
132    // Compute a scaling factor from 0...1 where values in valuesArray at the lower end correspond to 0 and
133    // values at the higher end correspond to 1
134    return valuesArray.map((x) => {
135        // scale from 0..1 for the values
136        const valueScale = (x - low) / (high - low);
137        // Find the nearest gradient stop index
138        const index = sGradientStops.findIndex((gs) => gs.offset >= valueScale);
139        // const nextIndex = Math.min(index + 1, sGradientStops.length - 1);
140        // work out the colour of this point
141        const color1 = parseColorToUIntArgb(sGradientStops[index].color);
142        // const color2 = parseColorToUIntArgb(sGradientStops[nextIndex].color);
143        // const ratio = (valueScale - sGradientStops[index].offset) / (sGradientStops[nextIndex].offset - sGradientStops[index].offset)
144        // const colorScale = uintArgbColorLerp(color1, color2, ratio)
145        // console.log(`valueScale ${valueScale} low ${sGradientStops[index].offset} high ${sGradientStops[nextIndex].offset} ratio ${ratio}`);
146        return { pointScale: 0.1 + valueScale, vertexColor: color1 };
147    });
148}
149
150export const drawHeatmapLegend = async (rootElement: string | HTMLDivElement) => {
151    const { heatmapLegend, wasmContext } = await HeatmapLegend.create(rootElement, {
152        theme: {
153            ...appTheme.SciChartJsTheme,
154            sciChartBackground: appTheme.DarkIndigo + "BB",
155            loadingAnimationBackground: appTheme.DarkIndigo + "BB",
156        },
157        yAxisOptions: {
158            isInnerAxis: true,
159            labelStyle: {
160                fontSize: 12,
161                color: appTheme.ForegroundColor,
162            },
163            axisBorder: {
164                borderRight: 1,
165                color: appTheme.ForegroundColor + "77",
166            },
167            majorTickLineStyle: {
168                color: appTheme.ForegroundColor,
169                tickSize: 6,
170                strokeThickness: 1,
171            },
172            minorTickLineStyle: {
173                color: appTheme.ForegroundColor,
174                tickSize: 3,
175                strokeThickness: 1,
176            },
177        },
178        colorMap: {
179            minimum: -30,
180            maximum: 0,
181            gradientStops: [
182                { offset: 1, color: appTheme.VividPink },
183                { offset: 0.9, color: appTheme.VividOrange },
184                { offset: 0.7, color: appTheme.MutedRed },
185                { offset: 0.5, color: appTheme.VividGreen },
186                { offset: 0.3, color: appTheme.VividSkyBlue },
187                { offset: 0.15, color: appTheme.Indigo },
188                { offset: 0, color: appTheme.DarkIndigo },
189            ],
190        },
191    });
192
193    heatmapLegend.innerSciChartSurface.sciChartSurface.title = "Power (dB)";
194    heatmapLegend.innerSciChartSurface.sciChartSurface.padding.top = 0;
195    heatmapLegend.innerSciChartSurface.sciChartSurface.titleStyle = { fontSize: 12, color: appTheme.ForegroundColor };
196
197    return { sciChartSurface: heatmapLegend.innerSciChartSurface.sciChartSurface };
198};
199