Pre loader

Tag: Heatmap

Welcome to the SciChart Forums!

  • Please read our Question Asking Guidelines for how to format a good question
  • Some reputation is required to post answers. Get up-voted to avoid the spam filter!
  • We welcome community answers and upvotes. Every Q&A improves SciChart for everyone

WPF Forums | JavaScript Forums | Android Forums | iOS Forums

0 votes
4k views

Hi,

I tried to initialize heatmap chart with NaN to make it transparent, but it doesn’t work that way. The color was blue, which is zero in the colormap. Is there a way to make it not showing any color?

Thanks,

public void initECMSciChart() {
    // initialize chart with NaN
    for (int i = 0; i < MATRIX_COLUMNS; i++) {
        for (int j = 0; j < MATRIX_ROWS; j++) {
            heatmap2DMatrix[i][j] = 0;
            heatmapDataSeries.updateZAt(i, j, Double.NaN);
        }
    }
    heatmapDataSeries.setStartX(0d);
    heatmapSurface.zoomExtentsX();
}
  • Gang Xu asked 4 years ago
  • last active 4 years ago
0 votes
4k views

Hello, I’ve been trying to create a SCIUniformHeatMap, but I only get a blank, black screen.
Can anyone recommend why colors and the graph aren’t showing up? Thanks

var ecmSurface: SCIChartSurface = SCIChartSurface()
var ecmDataSeries = SCIUniformHeatmapDataSeries(xType: .double, yType: .double, zType: .double, xSize: ReviewModeData.MATRIX_COLUMNS, ySize:ReviewModeData.MATRIX_ROWS)
var heatmapRenderableSeries: SCIFastUniformHeatmapRenderableSeries = SCIFastUniformHeatmapRenderableSeries()
private let countColors = 6
private var colorRGBArray: [UIColor] = [
UIColor(red: 0.0/255.0, green: 0.0/255.0, blue: 131.0/255.0, alpha: 1),
UIColor(red: 0.0/255.0, green: 0.0/255.0, blue: 255.0/255.0, alpha: 1),
UIColor(red: 0.0/255.0, green: 255.0/255.0, blue: 255.0/255.0, alpha: 1),
UIColor(red: 255.0/255.0, green: 255.0/255.0, blue: 0.0/255.0, alpha: 1),
UIColor(red: 255.0/255.0, green: 0.0/255.0, blue: 0.0/255.0, alpha: 1),
UIColor(red: 128.0/255.0, green: 0.0/255.0, blue: 0.0/255.0, alpha: 1)
]
for i in 0..<ReviewModeData.MATRIX_COLUMNS {
for j in 0 ..< ReviewModeData.MATRIX_ROWS {
ecmDataSeries.update(z: ecm2DMatrix[i][j], atX: i, y: j)
}
}
var colorZValueArray: [Double] = determineColorMapValues(clim1: 0, clim2: 1);
var colorMap = SCIColorMap(colors: colorRGBArray, andStops: colorZValueArray as [NSNumber])

//configure ECM heatmap
heatmapRenderableSeries.minimum = ReviewModeData.ECM_CLIM1
heatmapRenderableSeries.maximum = ReviewModeData.ECM_CLIM2
heatmapRenderableSeries.dataSeries = ecmDataSeries
heatmapRenderableSeries.colorMap = colorMap!

0 votes
4k views

Hi, I noticed that Heattexture: [object Object] is logged hundreds/thousands of times while interacting with a heatmap. This isn’t my console log, as it is a very simple implementation and there are no logs on my front end, with nothing called Heattexture in my repository.

I’m guessing that this is a leftover console log that needs to be removed, as it occurs in both my development and production Webpack builds.

Most of the time it does not cause any performance issues, but once I did see the heatmap flickering at roughly the same rate of the console log.

Screenshot attached.

Thanks!

0 votes
4k views

I am using UniformHeatMapDataSeries to plot a heat map in WPF/C#. However, the data is very large in size and as a result it is throwing OutOfMemoryException while populating the first parameter value of this data series. which is a two dimensional array TZ (generic).

As per definition:

public UniformHeatmapDataSeries(TZ[,] zValues, TX xStart, TX xStep, TY yStart, TY yStep, IPointMetadata[,] metadata = null);

Here I am filling this array with double[,] data.

This error is happening due to TZ double[,] is filled with very big size of data going out of max defined range of double 2D array size. Please suggest if I can replace the values of double[,] with any other data type which allow larger data.

  • Anil Soman asked 3 years ago
  • last active 3 years ago
1 vote
4k views

I am implementing a heatmap. The data size of the heatmap would be changed. When the data size changed, I will replace the zValues of the UniformHeatmapDataSeries with an updated array. But it doesn’t work for me. The heatmap data cannot be plotted after I updated the zValues array. Below are my codes to create the heatmap and update the zValues array.

Draw heatmap:

    const { sciChartSurface, wasmContext } = await SciChartSurface.create("spectrogram-chart-root");
    let xAxisNumberRange = new NumberRange(minFreq/maxFreq);

    spectrogram_xAxis.current = new NumericAxis(wasmContext, {
        axisTitle: "Frequency",
        axisTitleStyle: {
            fontSize: CHART_STYLE.AXIS_FONT_SIZE,
            fontFamily: "sans-serif",
            fontWeight: "bold"
        },
        labelStyle: {
            fontSize: CHART_STYLE.LABEL_FONT_SIZE,
            fontFamily: "sans-serif"
        },
        visibleRange: xAxisNumberRange,
        visibleRangeLimit: xAxisNumberRange,
        zoomExtentsRange: xAxisNumberRange,
        labelFormat: ENumericFormat.Decimal,
        labelPrecision: 2,
        cursorLabelFormat: ENumericFormat.Decimal,
        cursorLabelPrecision: 2,
        drawMajorBands: false,
    });

    // Add XAxis and YAxis
    sciChartSurface.xAxes.add(spectrogram_xAxis.current);
    sciChartSurface.yAxes.add(new NumericAxis(wasmContext, { isVisible: false }));

    // Create a Heatmap Data-series. Pass heatValues as a number[][] to the UniformHeatmapDataSeries
    spectrogramZValues.current = Array.from(Array(SPECTROGRAM_HEIGHT), () => Array(SPECTROGRAM_WIDTH).fill(-200));
    heatmapDataSeries.current = new UniformHeatmapDataSeries(wasmContext, {
        xStart: 0,
        xStep: 1,
        yStart: 0,
        yStep: 1,
        zValues: spectrogramZValues.current
    });

    colorMap.current = new HeatmapColorMap({
        minimum: -200,
        maximum: -50,
        gradientStops: gradientStopsArr.current
    });

    // Create a Heatmap RenderableSeries with the color map. ColorMap.minimum/maximum defines the values in
    // HeatmapDataSeries which correspond to gradient stops at 0..1
    const heatmapSeries = new UniformHeatmapRenderableSeries(wasmContext, {
        dataSeries: heatmapDataSeries.current,
        useLinearTextureFiltering: true,
        isSorted: true, 
        isEvenlySpaced: true, 
        containsNaN: false,
        colorMap: colorMap.current
    });

    // Add heatmap to the chart
    sciChartSurface.renderableSeries.add(heatmapSeries);

Update heatmap data:

        // Update the chart x-axis
        if (xAxisUpdateRequired) {
            let xAxisNumberRange = new NumberRange(newStartFreq, newStopFreq);
            spectrogram_xAxis.current.visibleRange = xAxisNumberRange;
            spectrogram_xAxis.current.visibleRangeLimit = xAxisNumberRange;
            spectrogram_xAxis.current.zoomExtentsRange = xAxisNumberRange;  

            // Reset the heatmap zValues
            heatmapDataSeries.current.clear();
            spectrogramZValues.current = Array.from(Array(SPECTROGRAM_HEIGHT), () => Array(newSampleSize).fill(-200));
            heatmapDataSeries.current.setZValues(spectrogramZValues.current);
        }
        // Update heatmap data
        spectrogramZValues.current.shift();
        spectrogramZValues.current.push(newSpecData);
        heatmapDataSeries.current.notifyDataChanged();
  • Quyen Sy asked 12 months ago
  • last active 12 months ago
0 votes
3k views

Hi,

Is it possible to specify that incoming zValues array matrix is an array of columns, instead of an array of rows?

e.g. if I pass this:

[
[1,2,3],
[4,5,6],
[7,8,9]
]

[1,2,3] is the first column, not the first row.

We want to avoid transposing this data manually before passing it to the heatmap, because our data arrives one column at a time via a websocket subscription, and the data is too large to efficiently re-transpose every time.

I can’t see anything in the docs or the code?

Thanks
Joe

0 votes
3k views

Hello,
I want to create a heatmap sync with a CandlestickRenderableSeries which using DiscontinuousDateTimeAxis, is it possible to make heatmap column align with ohlc point?

  • ZHOU HANG asked 3 years ago
  • last active 3 years ago
0 votes
3k views

Is it possible to change the heatmap legend from vertical to horizontal?

  • Quyen Sy asked 11 months ago
  • last active 11 months ago
0 votes
3k views

I want to create a chart like the attached image file.
I want to mark points with different colors depending on the number of data corresponding to the x and y axes.
As a result of searching, there is a HeatmapColorPalette. Is it good to use this?
If there is a more suitable chart, please introduce it.
thank you

1 vote
3k views

I am trying to add an axis annotation to a heatmap legend. When this annotation is dragged, the color mapping of the heatmap series and the heatmap legend will be changed. How can I modify the colorMap.gradientStops of the heatmap series and the heatmap legend while the chart is running?

  • Quyen Sy asked 1 year ago
  • last active 1 year ago
1 vote
3k views

I am implementing a heatmap. The data size of the heatmap would be changed. I update the UniformHeatmapDataSeries with the updated zValues according to this post.

https://www.scichart.com/questions/js/failed-to-update-the-zvalues-size-of-uniformheatmapdataseries-in-heatmap

There is no problem if I update the UniformHeatmapDataSeries with a larger size zValues array. However, when I update it with a smaller size zValues array, the heatmap width will be decrease (Please refer to my screenshots). How can I keep the heatmap always 100% width?

  • Quyen Sy asked 12 months ago
  • last active 12 months ago
1 vote
3k views

Dear Andrew,

Thank you for the past answers. I have a new question. I have a heatmap with 2 line charts at its left aand top position. the top line chart plot the horizontal values where the mouse if hovering and left chart displays vertical values from the mouse position.

This is working great, but the issue is the heatmap is not always square and I am trying the aligh the line charts with the heatmap dimensions

two issues,

  1. the heatmap X/Y dimension are not always same, in fact I have a function which listens to the changing heatmap zoom factor and makes sure the X/Y are always “square” as we want to show the heatmap with square pixels. (see video #2) https://youtu.be/wXStF-7bWsw

  2. As I dynamically chage the size of the plot the… the proportion of actual chart area to axis lable changes thus varying the overlap. (see video #1) https://youtu.be/loAVpYSRJ38

Let me know if you need more information,

Best,

Pramod

1 vote
3k views

I have a large data set that I can’t really load into memory at once so instead I am paging the data, grabbing only what I require plus a little buffer either side so that the graph always has something in it.

To implement paging I need to change the position at which the graph starts rendering, unfortunately it seems that it is not possible to change UniformHeatmapDataSeries.xStart as set in the constructor.

Is the only way around this to recreate the heatmap from scratch every time a new page is loaded or am I missing another trick?

1 vote
0 answers
3k views

If I have a use case, where heatmap data can be sparse in time, and I’m zooming around and panning trough the chart, it is quite possible to end up missing heatmap data, because at certain zoom levels, the heatmap lines just disappear.

Any tips to make this not happen?

Codepen showing the issue: https://codepen.io/jrfv/full/KKbrBdN

Make sure to zoom out slowly, and/or pan around, you should see one, or both lines disappearing.

I would post a video, but doesn’t seem to be allowed here, I’ll post 2 images at slightly different zoom levels then

0 votes
3k views

Hi everyone! We have a problem, the chart does not start on macOS and Windows 11 operating systems – a black screen is displayed.

I have a license (javascript): The javascript license must work on all Windows/Linux/macOS browsers.
also for mobile browsers.

The problem is displayed in any browser.

The parameters of the MacBook on which the chart does not start are attached below in the screenshot.

What could be the problem?

enter image description here

0 votes
3k views

Error from chart in div chart1 Error: getNativeXValues is invalid for heatmap type series. Try getting or setting zValues instead
at UniformHeatmapDataSeries.BaseHeatmapDataSeries.getNativeXValues (BaseHeatmapDataSeries.js:430:1)

Help! Please!

1 vote
2k views

Hello,

I am trying to change the frequency range in the Y axis on the Heatmap to 100000 from 50000, but the plot does not seem to be working to scale to the proper frequency range on the Y axis. I expect the plot to keep the same scale around 20000 for the upper line when I change the upper scale to 100000, but the graph scales the upper line up to 40000. I’m using function Heatmap2DArrayDataSeries() and passing the series data along with TimeFunc() for mapping to X axis and FreqFunc() for mapping to Y axis. I made some changes to FreqFunc(), but it did not change the upper line to 20000. See below for my partial code. Thanks,

    protected override void OnDisplayLoaded()
    {
    ...
    ...
        _dopplersurface.YAxes[0].VisibleRange = YVisibleRange2; // YVisibleRange2 = {0, 100000}
        _surface.UpdateLayout();

    }

    private void PlotData()
    {
    ...
        ...
        heatmap2DArrayDataSeries = new Heatmap2DArrayDataSeries<DateTime, double, double>(_spectrogramBuffer, TimeFunc, FreqFunc);
        HeatmapRenderableSeries = heatmap2DArrayDataSeries;
    }

    double FreqFunc(int iy)
    {
        double FreqDelta = 1.0 / (time_queue[1] - time_queue[0]).TotalSeconds / (FFT_Points / 2.0);
        if (((FFT_Points / 2.0) * FreqDelta / 2) < (double)YVisibleRange2.Max); // FFT_Points = 1024
        {
            FreqDelta = FreqDelta * 2;
        }
        return iy * FreqDelta / 2; // Returns 0 if iy is 0 and 50000 if iy is 512
    }

    DateTime TimeFunc(int ix)
    {
        if (time_queue.Count > (ix * Step))
        {
            DateTime DateTimeTemp1 = time_queue[ix * Step];
            return DateTimeTemp1;
        }
        else
        {
            return time_queue[time_queue.Count - 1];
        }
    }
  • Hoa Duong asked 2 years ago
  • last active 2 years ago
0 votes
2k views

I am trying to create a live updated non-uniform heatmap with uniform xStep but non-uniform yStep. But I got color mapping problem when I tried to create the non-uniform heatmap. The color showing in the chart doesn’t map with the ColorMap value. Below are my codes:

Draw the non-uniform heatmap:

const SPECTROGRAM_HEIGHT = 256;
    const SPECTROGRAM_WIDTH = 100;

    const { sciChartSurface, wasmContext } = await SciChartSurface.create("spectrogram-chart-root");

    const xAxis = new NumericAxis(wasmContext, {
        axisTitle: "Frequency",
        axisTitleStyle: {
            fontSize: CHART_STYLE.AXIS_FONT_SIZE,
            fontFamily: "sans-serif",
            fontWeight: "bold"
        },
        labelStyle: {
            fontSize: CHART_STYLE.LABEL_FONT_SIZE,
            fontFamily: "sans-serif"
        },
        labelFormat: ENumericFormat.Decimal,
        labelPrecision: 6,
        cursorLabelFormat: ENumericFormat.Decimal,
        cursorLabelPrecision: 6,
        drawMajorBands: false,
    });

    const yAxis = new NumericAxis(wasmContext, {
        axisTitle: "Time",
        axisTitleStyle: {
            fontSize: CHART_STYLE.AXIS_FONT_SIZE,
            fontFamily: "sans-serif",
            fontWeight: "bold"
        },
        labelStyle: {
            fontSize: CHART_STYLE.LABEL_FONT_SIZE,
            fontFamily: "sans-serif"
        },
        drawMajorBands: false,
    });

    // Add XAxis and YAxis
    sciChartSurface.xAxes.add(xAxis);
    sciChartSurface.yAxes.add(yAxis);

    const colorMap = new HeatmapColorMap({
        minimum: -200,
        maximum: -50,
        gradientStops: [
            { offset: 1, color: COLORS.DARK_RED },
            { offset: 0.8, color: COLORS.RED },
            { offset: 0.6, color: COLORS.YELLOW },
            { offset: 0.5, color: COLORS.GREEN },
            { offset: 0.4, color: COLORS.BLUE },
            { offset: 0.01, color: COLORS.DARK_BLUE },
            { offset: 0, color: "Transparent" },
        ]
    });

    // Create a Heatmap Data-series. Pass heatValues as a number[][] to the UniformHeatmapDataSeries
    zValues = Array.from(Array(SPECTROGRAM_HEIGHT), () => Array(SPECTROGRAM_WIDTH).fill(-200));

    const heatmapSeries = new NonUniformHeatmapRenderableSeries(wasmContext, {
        dataSeries: new NonUniformHeatmapDataSeries(wasmContext, { zValues: zValues, xCellOffsets: getHeatmapXOffset, yCellOffsets: getHeatmapYOffset }),
        colorMap: colorMap,
        useLinearTextureFiltering: true,
        fillValuesOutOfRange: true,
    });

    // Add heatmap to the chart
    sciChartSurface.renderableSeries.add(heatmapSeries);

I simply return the index for testing in the getHeatmapXOffset and getHeatmapYOffset functions:

const getHeatmapXOffset = (index) => {
    return index;
};

const getHeatmapYOffset = (index) => {
    return index;
};

I fill the zValues array with the minimum value -200, but the data displayed in the chart is COLORS.YELLOW. I don’t understand what’s wrong.

  • Quyen Sy asked 12 months ago
  • last active 11 months ago
1 vote
2k views

Hi Andrew,

I have 2 independent questions,

Q1.
I have been working with uniform heatmap and I need a way to fix the aspect ratio to 1, for all resize, zoom events, is there an option in heatmap to fix an aspect ration? Please see the attached video
https://youtu.be/obhH6KLExYw

Q2.
I am trying to implement a lasso select method to select and highlight the heatmap data. I did not find lasso select in the documentation hence I went ahead and implemented my own method.

I am drawing an svg using D3 (offsetX and offsetY variables) and then adding it to the annotation as you will see in the video and trying to get all the hitTest data inside the lasso.

If I use the customAnnotation then heatmap is able to draw correct size and location of the SVG
customAnnotation:
https://youtu.be/gL34sAbxYSE

But it does not pan and zoom with the plot data. after looking through documentation I came across OverviewCustomResizableAnnotation which seems designed for zooming and panning with the data.

But while using the OverviewCustomResizableAnnotation the SVG size keeps changing during the update and is not located at the correct location relative to the data.

sciChartSurfaceRef.current.annotations.add(
new OverviewCustomResizableAnnotation({
id: "lassoSVG",
x1: shortestXinData,
y1: shortestYinData,
isEditable: false,
isSelected: false,
yCoordinateMode: ECoordinateMode.DataValue,
xCoordinateMode: ECoordinateMode.DataValue,
verticalAnchorPoint: EVerticalAnchorPoint.Top,
horizontalAnchorPoint: EHorizontalAnchorPoint.Left,
svgString: new XMLSerializer().serializeToString(svg.node())
})
)

OverviewCustomResizableAnnotation:
https://youtu.be/-AOJ9V3l-xI

Thanks,

Pramod

1 vote
2k views

I am implementing a heatmap chart and would like to allow users to adjust the color mapping of the heatmap by adding sliders to the heatmap legend (Please refer to the attached screenshot). Does SciChart support color slider for HeatmapLegend?

  • Quyen Sy asked 1 year ago
  • last active 1 year ago
1 vote
45 views

Is there a way to get discreet colormap for the heatmap? currently no matter how many or how few colors are defined in the colormap table it always adds a gradient. how can we get a discreet ranges for colormap?

Thanks

0 votes
39 views

We have a scalablecustomannotation and i have embedded a png in side the snnotation svg. currently when I zoom in on the svg it does interpolation/smoothening of the pixels by default. what would like to set is pixellated mode where there is no automatic smoothening.

Any ideas how to achieve that?

E.g. please see the video below, what you see on the right in the video is what I get from scichart. what I am trying to achieve is the effect in the left window

video

Showing 51 - 72 of 72 results