Series for visualizing a Intensity Heatmap Grid with a static column and grid count. Has API for fast modification of cell values.

HeatmapGridSeriesIntensityValues is optimized for massive amounts of data - here are some reference specs on average PC to give an idea:

  • Heatmap Chart with 1 million data points (1000x1000) is cold started in ~0.3 seconds.
  • Heatmap Chart with 1 million data points (1000x1000) is re-populated (change data set) in ~0.050 seconds.
  • Heatmap Chart with 16 million data points (4000x4000) is cold started in ~2.0 seconds.
  • Heatmap Chart with 16 million data points (4000x4000) is re-populated (change data set) in ~0.5 seconds.

HeatmapGridSeriesIntensityValues max data amount is entirely restricted by the client hardware RAM and more specifically amount of RAM usable by the context running LightningChart JS. If by increasing the amount of columns and rows you encounter suddenly weak performance, it is likely that there is not enough RAM memory available.

Created with addHeatmapGridSeries.

Frequently used API:

Hierarchy

Properties

axisX: Axis
axisY: Axis
scale: LinearScaleXY

Scale of the series

Accessors

  • get draggable(): boolean
  • Returns boolean

  • set draggable(state: boolean): void
  • Parameters

    • state: boolean

    Returns void

  • get xAxis(): Axis
  • Returns Axis

  • get yAxis(): Axis
  • Returns Axis

Methods

  • Add callback function to be triggered when specified event is fired.

     // Example syntax
    object.addEventListener('click', (event) => {
    console.log(event)
    })

    Some classes also report extra information about the interacted object with the second parameter:

     // Most series share information about interacted data point
    series.addEventListener('click', (event, info) => {
    console.log(info)
    })

    Optional third parameter allows registering event handlers that will automatically remove themselves after first trigger:

     // Example this listener will only fire once
    object.addEventListener('click', (event) => {})

    Each class has its own list of supported events. Some events are from HTML standard (click, pointerdown, etc.), while others are own events from LightningChart JS (dispose, resize, etc.)

    To find what events are available, you can try following:

    • If your development environment has TypeScript enabled, just write addEventListener and see what possible event types the IDE suggests. These APIs are strongly typed, and even the callback event will be correctly typed.
    • Otherwise, open the class section in API documentation and check out which interface K type parameter extends.

    Type Parameters

    Parameters

    Returns void

  • Permanently destroy the component.

    To fully allow Garbage-Collection to free the resources used by the component, make sure to remove any references to the component and its children in application code.

    let chart = ...ChartXY()
    let axisX = chart.getDefaultAxisX()
    // Dispose Chart, and remove all references so that they can be garbage-collected.
    chart.dispose()
    chart = undefined
    axisX = undefined

    Returns

    Object itself for fluent interface

    Returns HeatmapGridSeriesIntensityValues

  • Get whether series is taken into account with automatic scrolling and fitting of attached axes.

    By default, this is true for all series.

    Returns

    true default, axes will take series into account in scrolling and fitting operations. false, axes will ignore series boundaries.

    Returns boolean

  • Read whether series rendering should be clipped to the area enclosed by its owning axes or not. All series rendering is ALWAYS clipped so that it doesn't leak outside the owning charts series area. However, it is optional whether the series rendering should be able to leak outside the series owning axes viewport, which might be smaller than the charts viewport (for example, when using stacked axes).

    By default, clipping is enabled (true).

    Returns

    True or false.

    Returns boolean

  • Get theme effect enabled on component or disabled.

    A theme can specify an Effect to add extra visual oomph to chart applications, like Glow effects around data or other components. Whether this effect is drawn above a particular component can be configured using the setEffect method.

     // Example, disable theme effect from a particular component.
    Component.setEffect(false)

    For the most part, theme effects are enabled by default on most components.

    Theme effect is configured with effect property.

    Returns

    Boolean that describes whether drawing the theme effect is enabled around the component or not.

    Returns boolean

  • Get end coordinate of Heatmap on its X and Y axis.

    Returns

    Coordinate on axis where last heatmap sample will be positioned.

    Returns Point

  • Get state of component highlighting.

    In case highlight animations are enabled, this method returns the unanimated highlight value.

    Returns

    Number between 0 and 1, where 1 is fully highlighted.

    Returns number

  • Get boolean flag for whether object should highlight on mouse hover

    Returns

    Boolean for if object should highlight on mouse hover or not.

    Returns boolean

  • Set icon of the chart component. This is displayed in legends and by default cursor formatters.

    Returns

    Icon object or undefined.

    Returns undefined | Icon

  • Get the name of the Component.

    Returns

    The name of the Component.

    Returns string

  • Get boolean flag that is true when a Pointer device is over the chart component. In order for this method to work, the components pointer event tracking must be enabled (getPointerEvents)

    Returns

    Boolean

    Returns boolean

  • Get whether element can be target of pointer events or not.

    Returns

    Pointer events state

    Returns boolean

  • Get start coordinate of Heatmap on its X and Y axis.

    Returns

    Coordinate on axis where 1st heatmap sample will be positioned.

    Returns Point

  • Get Step between each consecutive heatmap value on the X and Y Axes.

    Returns

    Axis offset between heatmap samples.

    Returns Point

  • Get element visibility.

    Returns

    true when element is set to be visible and false otherwise.

    Returns boolean

  • Get style of wireframe.

    Wireframe is a line grid that highlights the edges of each cell of the heatmap.

    Returns

    LineStyle.

    Returns LineStyle

  • Invalidate range of heatmap intensity values starting from first column and row, updating coloring if a Color look up table (LUT) has been attached to the series (see setFillStyle).

     // Example, 3x3 grid full invalidation.
    const heatmapGridSeries = ChartXY.addHeatmapGridSeries({
    dataOrder: 'columns',
    columns: 3,
    rows: 3
    })

    heatmapGridSeries.invalidateIntensityValues([
    // Column 1 intensity values.
    [0, 0, 0],
    // Column 2 intensity values.
    [1, 1, 1],
    // Column 3 intensity values.
    [0, 2, 0],
    ])

    Data interpretation basis is defined by dataOrder property from when the series was created. Can be either list of columns, or list of rows.

    invalidateIntensityValues can trigger warnings when used controversially. In production applications, these can be controlled with warnings.

    Returns

    Object itself for fluent interface.

    Parameters

    • value: number[][] | TypedArray[]

      Matrix containing intensity values for each data slot of the grid.

    Returns HeatmapGridSeriesIntensityValues

  • Invalidate a partial range of heatmap intensity values, updating coloring if a Color look up table (LUT) has been attached to the series (see setFillStyle).

     // Example, 100x10 grid invalidate partial section of grid.

    const heatmapGridSeries = ChartXY.addHeatmapGridSeries({
    dataOrder: 'columns',
    columns: 100,
    rows: 10
    })

    heatmapGridSeries.invalidateIntensityValues({
    // Index of first invalidated column.
    iColumn: 50,
    // Index of first invalidated row.
    iRow: 2,
    // Intensity values matrix. It's dimensions imply the amount of invalidated columns & rows.
    values: [
    // 1st invalidated column intensity values.
    [1, 1, 1, 1, 1],
    // 2nd invalidated column intensity values.
    [2, 2, 2, 2, 2],
    // 3rd invalidated column intensity values.
    [1, 0, 0, 0, 1],
    // 4th invalidated column intensity values.
    [0, 1, 0, 1, 0],
    // 5th invalidated column intensity values.
    [0, 0, 1, 0, 0],
    ],
    })

    invalidateIntensityValues can trigger warnings when used controversially. In production applications, these can be controlled with warnings.

    Returns

    Object itself for fluent interface.

    Parameters

    • value: {
          iColumn: number;
          iRow: number;
          values: number[][] | TypedArray[];
      }

      Partial invalidation information, where values is an intensity value matrix, iColumn the first affected column and iRow the first affected row.

      • iColumn: number
      • iRow: number
      • values: number[][] | TypedArray[]

    Returns HeatmapGridSeriesIntensityValues

  • Invalidate a partial range of heatmap intensity values with flat data array input.

     // Example, 100x10 grid invalidate partial section of grid.

    const heatmapGridSeries = ChartXY.addHeatmapGridSeries({
    dataOrder: 'columns',
    columns: 100,
    rows: 10
    })

    heatmapGridSeries.invalidateIntensityValues({
    // Index of first invalidated column.
    iColumn: 50,
    // Index of first invalidated row.
    iRow: 2,
    columns: 2,
    rows: 5,
    values: new Float32Array([
    // 1st column
    0, 1, 2, 3, 4,
    // 2nd column
    5, 6, 7, 8, 9,
    ]),
    })

    invalidateIntensityValues can trigger warnings when used controversially. In production applications, these can be controlled with warnings.

    Returns

    Object itself for fluent interface.

    Parameters

    • value: {
          columns: number;
          iColumn: number;
          iRow: number;
          rows: number;
          values: number[] | TypedArray;
      }

      Partial invalidation information, where values is an intensity value matrix, iColumn the first affected column and iRow the first affected row.

      • columns: number
      • iColumn: number
      • iRow: number
      • rows: number
      • values: number[] | TypedArray

    Returns HeatmapGridSeriesIntensityValues

  • Invalidate the entire heatmap intensity values by supplying a single flat number array. Interpretation order depends on dataOrder parameter configured when creating the series.

    dataOrder === 'columns': [x0_y0, x0_y1, x0_y2, x0_yn, x1_y0, x1_y1, x1_y2, x1_yn, ...]

    dataOrder === 'rows': [x0_y0, x1_y0, x2_y0, xn_y0, x0_y1, x1_y1, x2_y1, xn_y1, ...]

    Flat data input can situationally be significantly more efficient than number[][] based input:

    • Oftentimes, you already have the input data in a flat format. Mapping that to number matrix format can be a very expensive operation, which can be avoided by using this method override.
    • Processing input as flat array can be ~40% faster than number matrix input. However, this depends on the structure of the heatmap (column and row amounts).

    If your heatmap is very large in one dimension and considerably smaller in the other dimension AND your input data is flat, then you can enable some case specific optimizations by overriding heatmap tiling safety values. For example:

     const columns = 16500
    const rows = 250
    const heatmap = chart.addHeatmapGridSeries({
    columns, rows,
    // This can allow the heatmap to store data internally in a single tile, which significantly increases efficiency when data is supplied as a single flat array.
    maxTileSize: Math.max(columns, rows)
    })

    While the method definition accepts any TypedArray (i.e. Float64Array, Uint16Array etc.), internally the value is always mapped to a Float32Array. For this reason, Float32Array is the most performant input type.

    Returns

    Object itself

    Parameters

    Returns HeatmapGridSeriesIntensityValues

  • Check whether the object is disposed. Disposed objects should not be used!

    Returns

    true if object is disposed.

    Returns boolean

  • Remove event listener added using addEventListener. The expected argument should be the exact same callback function that was supplied using addEventListener:

     // Basic example syntax
    const listener = () => {}
    obj.addEventListener('click', listener)
    obj.removeEventListener('click', listener)
     // Basic boilerplate of custom interaction when user drags on an object
    obj.addEventListener('pointerdown', (eventDown) => {
    let prevCoord = eventDown
    const handlePointerMove: LCJSInteractionEventListener<'pointermove'> = (eventMove) => {
    const delta = { x: eventMove.clientX - prevCoord.clientX, y: eventMove.clientY - prevCoord.clientY }
    prevCoord = eventMove
    console.log(delta, eventMove.clientX, eventMove.clientY)
    }
    const handlePointerUp: LCJSInteractionEventListener<'pointerup'> = (eventUp) => {
    window.removeEventListener('pointermove', handlePointerMove)
    window.removeEventListener('pointerup', handlePointerUp)
    }
    window.addEventListener('pointermove', handlePointerMove)
    window.addEventListener('pointerup', handlePointerUp)
    })

    Type Parameters

    Parameters

    Returns void

  • Set heatmap aggregation behavior. By default, heatmaps display the closest heatmap cell value to each pixel that is rendered on the screen. With dense, high resolution heatmaps, this can mean that there is no guarantee which data value is displayed in a pixel.

    Heatmap aggregation can be enabled to specify this behavior (which value to show when multiple cell values are contained by single pixel) at the expense of a performance hit.

     // Example usage
    heatmap
    // Ensure bilinear interpolation is disabled
    .setIntensityInterpolation('disabled')
    .setAggregation('max')

    Doesn't work together with bilinear interpolation.

    Returns

    Object itself

    Parameters

    Returns HeatmapGridSeriesIntensityValues

  • Set whether series is taken into account with automatic scrolling and fitting of attached axes.

    By default, this is true for all series.

    By setting this to false, any series can be removed from axis scrolling/fitting.

     // Example syntax, remove series from automatic scrolling / fitting.
    LineSeries.setAutoScrollingEnabled(false)

    Returns

    Object itself for fluent interface.

    Parameters

    • enabled: boolean

      true default, axes will take series into account in scrolling and fitting operations. false, axes will ignore series boundaries.

    Returns HeatmapGridSeriesIntensityValues

  • Configure whether series rendering should be clipped to the area enclosed by its owning axes or not. All series rendering is ALWAYS clipped so that it doesn't leak outside the owning charts series area. However, it is optional whether the series rendering should be able to leak outside the series owning axes viewport, which might be smaller than the charts viewport (for example, when using stacked axes).

    By default, clipping is enabled (true).

     // Example, disable clipping, allowing the series rendering to leak outside its own axes.
    SeriesXY.setClipping(false)

    Returns

    Object itself

    Parameters

    • clipping: boolean

      Clipping enabled or disabled.

    Returns HeatmapGridSeriesIntensityValues

  • Set override behavior for when this series is formatted to be displayed by a cursor. This can be used to alter and expand on cursor formatting done for a specific series, either by the library's default cursor formatters or even the users own cursor formatters defined on chart level.

     // Example syntax, add extra row to display a custom data property
    series.setCursorFormattingOverride((hit, before) => {
    if (!isHitSampleXY(hit)) return before
    const customPropertyValue = data[hit.iSample].customProperty
    return [...before, ['ASD', '', customPropertyValue.toFixed(3)]]
    })

    To use this with users own cursor formatters, you can use useCursorFormatterSeriesOverride:

     // Example syntax, define custom cursor formatting with support for series overrides
    chart.setCursorFormatting((_, __, hits) => {
    return [
    [hits[0].axisX.formatValue(hits[0].x)],
    ...hits.map((hit) => useCursorFormatterSeriesOverride(hit, [['Y:', '', hit.axisY.formatValue(hit.y)]])).flat(),
    ]
    })

    Returns

    Object itself.

    Parameters

    Returns HeatmapGridSeriesIntensityValues

  • Configure draw order of the series.

    The drawing order of series inside same chart can be configured by configuring their seriesDrawOrderIndex. This is a simple number that indicates which series is drawn first, and which last.

    The values can be any JS number, even a decimal. Higher number results in series being drawn closer to the top.

    By default, each series is assigned a running counter starting from 0 and increasing by 1 for each series.

        // Example, create 2 series and configure them to be drawn in reverse order.
    const series1 = ChartXY.addLineSeries()
    .setDrawOrder({ seriesDrawOrderIndex: 1 })
    const series2 = ChartXY.addLineSeries()
    .setDrawOrder({ seriesDrawOrderIndex: 0 })
        // Example, ensure a series is drawn above other series.
    SeriesXY.setDrawOrder({ seriesDrawOrderIndex: 1000 })

    Returns

    Object itself.

    Parameters

    • arg: {
          seriesDrawOrderIndex: number;
      }

      Object with seriesDrawOrderIndex property.

      • seriesDrawOrderIndex: number

    Returns HeatmapGridSeriesIntensityValues

  • Set theme effect enabled on component or disabled.

    A theme can specify an Effect to add extra visual oomph to chart applications, like Glow effects around data or other components. Whether this effect is drawn above a particular component can be configured using the setEffect method.

     // Example, disable theme effect from a particular component.
    Component.setEffect(false)

    For the most part, theme effects are enabled by default on most components.

    Theme effect is configured with effect property.

    Returns

    Object itself.

    Parameters

    • enabled: boolean

      Theme effect enabled

    Returns HeatmapGridSeriesIntensityValues

  • Set fill style of heatmap series.

    Supported fill styles:

    PalettedFill:

    Colors heatmap fill by looking color up from LUT based on heatmap intensity values.

     // Example, color look up by intensity values.
    heatmapSeries.setFillStyle(
    new PalettedFill({
    lut: new LUT({
    steps: [
    { value: 0, color: ColorCSS('red') },
    { value: 20, color: ColorCSS('blue') },
    ],
    interpolate: true,
    }),
    }),
    )

    Assign intensity values with invalidateIntensityValues.

    Note, Heatmap doesn't currently support color (fallback color).

    SolidFill:

    Solid color for all heatmap cells. Supported for debugging purposes mainly.

    emptyFill:

    Disables heatmap fill.

     // Example, hide heatmap fill and show wireframe.
    heatmapSeries
    .setFillStyle(emptyFill)
    .setWireframeStyle(new SolidFill({ color: ColorRGBA(255, 0, 0) }))

    Returns

    Object itself for fluent interface.

    Parameters

    Returns HeatmapGridSeriesIntensityValues

  • Set state of component highlighting.

     // Example usage

    component.setHighlight(true)

    component.setHighlight(0.5)

    If highlight animations are enabled (which is true by default), the transition will be animated. As long as the component is highlighted, the active highlight intensity will be animated continuously between 0 and the configured value. Highlight animations can be disabled with setAnimationHighlight

    Returns

    Object itself

    Parameters

    • highlight: number | boolean

      Boolean or number between 0 and 1, where 1 is fully highlighted.

    Returns HeatmapGridSeriesIntensityValues

  • Set style of wireframe.

     // Example, disable wireframe.
    heatmapSeries.setWireframeStyle(emptyLine)
     // Example, set wireframe style.
    heatmapSeries.setWireframeStyle(new SolidLine({
    thickness: 1,
    fillStyle: new SolidFill({ color: ColorRGBA(255, 0, 0, 255) })
    }))

    Note that wireframe is not supported on high precision axis!

    Wireframe is a line grid that highlights the edges of each cell of the heatmap.

    Returns

    Series itself for fluent interface.

    Parameters

    Returns HeatmapGridSeriesIntensityValues

  • Method for solving the nearest data point to a given coordinate on screen.

     // Example syntax
    chart.seriesBackground.addEventListener('click', event => {
    const nearest = series.solveNearest(event, 'show-nearest')
    console.log(nearest)
    })

    Returns

    SolveResult object or undefined.

    Parameters

    • from: CoordinateClient

      Reference coordinate on web page as client coordinates. This can for example be directly an Event object.

    • solveMode: SolveNearestMode = 'show-nearest'

      Optional control for solve nearest behavior

    Returns undefined | SolveResultHeatmap