React Charts with SciChart.js: Introducing scichart-react

TLDR: In this blog post we introduce a brand new open source library called scichart-react (npm, GitHub). This makes it easy to create stunning high-performance charts and data visualizations in React.

SciChart-React is an early pre-release and is version 0.17. Examples, samples, documentation & tutorials are coming soon.

The official SciChart / React package solves the problem of component lifecycle with SciChart.js and avoids common pitfalls when creating charts in React. Code examples are given below of how to create React Charts, as well as where to find further information about this new React chart component.

Why Choose React JS for Chart Creation?

React JS has become the preferred choice for enterprises seeking robust and efficient application development, largely due to its component-based architecture, high performance, and rich ecosystem. Unlike other frameworks like Angular, React stands out for its virtual DOM, which ensures faster rendering and smooth handling of complex, data-intensive visualizations. Its modular nature allows for the creation of reusable, maintainable chart components, streamlining development and scalability. Additionally, React’s vast library of tools and strong community support offers a wealth of resources, making it more adaptable to various charting requirements. The combination of flexibility, efficient data handling, and cross-platform compatibility positions React as a dominant force in the realm of enterprise-level data visualization, outpacing competitors in terms of performance and versatility.

Why Choose SciChart.js for Advanced React Charts?

SciChart.js is an advanced javascript chart for use in complex and advanced mission critical applications. SciChart’s key features include extremely high performance for big-data sets, a wide set of chart types, deep features and customisability.

For a full run-down of SciChart.js’ features and why you should consider it for enterprise apps with complex requirements, read the following post:

The Best JavaScript Chart Library: 10 Compelling Reasons to Choose SciChart.js in 2024

Create React Charts easily with SciChart-React

Earlier in the year, we published an article titled How to create a re-usable react component for SciChart.js. This demonstrated how to create charts in React by applying a few criteria for creation of a React Chart component:

• The component should be reusable for different chart configurations
• It should be possible to safely create several instances of the component
• It should be easy to add custom functionality to the component
• When chart instantiation is an async function, this should be properly handled
• When the chart requires a root <div> element in the DOM it should exist before chart instantiation
• Finally, the chart should be properly disposed and memory deleted after the component is unmounted.

As background reading it’s worth reading the article. Problems which occurred in the past when creating React Charts with SciChart.js included double re-render, and potential memory leaks if your code improperly disposed of a chart surface by failing to call .delete().

We’ve created a new library called scichart-react which is open sourced and available on Github and npm. This solves the problems above and ensures that you have good quality code managing your react components and provides a clean, neat way to instantiate charts in react using simple props.

Step-by-Step Guide: Building Your First Chart in React with SciChart.js

SciChartReact provides an easy solution for using the SciChart core library for charts in React.

In the next sections, we will demonstrate a basic usage of the component.

Basic React Chart Example

Follow the prerequisites and installation sections from https://www.npmjs.com/package/scichart-react.

And just with few lines of code, you can set up a chart in React.

Create a Chart with Config (Builder) API

The Builder API in SciChart allows you to create charts in JavaScript with JS objects or JSON. This can be translated into React using scichart-react as follows.

The example uses the config property which accepts a configuration object of the chart. You can also pass a string with serialized chart configuration.

import { SciChartReact } from "scichart-react";
import { ESeriesType, EThemeProviderType } from "scichart";

/**
 * The chart configuration object acceptable by the Builder API
 * @type {import("scichart").TSurfaceDefinition}
 */
const chartConfig = {
  surface: {
    theme: { type: EThemeProviderType.Dark },
    title: "Basic Chart via Config",
    titleStyle: {
      fontSize: 20,
    },
  },
  series: {
    type: ESeriesType.SplineMountainSeries,
    options: {
      strokeThickness: 4,
      stroke: "#216939",
      fillLinearGradient: {
        startPoint: { x: 0, y: 0 },
        endPoint: { x: 1, y: 1 },
        gradientStops: [
          { offset: 0.3, color: "#2d2169" },
          { offset: 1, color: "transparent" },
        ],
      },
    },
    xyData: { xValues: [0, 1, 2, 3, 4], yValues: [3, 6, 1, 5, 2] },
  },
};

export const BasicChart = () => (
  <SciChartReact style={{ width: 400, height: 300 }} config={chartConfig} />
);

Here’s the output

Note SciChartReact extends properties of the HTMLDivElement and propagates them to the underlying div element.

Create a React Chart with Programmatic API

Alternatively, SciChartReact accepts an initialization function. This allows the creation of a chart with the usual SciChart.js API. In this case the chartInitializationFunction below must be async and accepts the <div> rootElement created by scichart-react as a parameter. This can be passed straight to SciChartSurface.create().

import { SciChartReact } from "scichart-react";
import {
  EThemeProviderType,
  NumericAxis,
  SciChartSurface,
  SplineMountainRenderableSeries,
  XyDataSeries,
} from "scichart";
/**
 * A function executed within SciChartReact with provided chart root element,
 * creates a SciChartSurface instance and returns a reference to it.
 *
 * @param {string | HTMLDivElement} rootElement
 * @returns {Promise<{sciChartSurface: SciChartSurface}>}
 */
const chartInitializationFunction = async (rootElement) => {
  const { sciChartSurface, wasmContext } = await SciChartSurface.create(
    rootElement,
    {
      theme: { type: EThemeProviderType.Dark },
      title: "Basic Chart via Init Function",
      titleStyle: {
        fontSize: 20,
      },
    }
  );

  sciChartSurface.xAxes.add(new NumericAxis(wasmContext));
  sciChartSurface.yAxes.add(new NumericAxis(wasmContext));
  sciChartSurface.renderableSeries.add(
    new SplineMountainRenderableSeries(wasmContext, {
      dataSeries: new XyDataSeries(wasmContext, {
        xValues: [0, 1, 2, 3, 4],
        yValues: [3, 6, 1, 5, 2],
      }),
      strokeThickness: 4,
      stroke: "#216939",
      fillLinearGradient: {
        startPoint: { x: 0, y: 0 },
        endPoint: { x: 1, y: 1 },
        gradientStops: [
          { offset: 0.3, color: "#2d2169" },
          { offset: 1, color: "transparent" },
        ],
      },
    })
  );

  return { sciChartSurface };
};

export const BasicChartWithInitFunction = () => (
  <SciChartReact
    style={{ width: 400, height: 300 }}
    initChart={chartInitializationFunction}
  />
);

Additionally, it is possible to easily add more customizations and functionality by providing arguments to other props:

• fallback – a JSX element to render while the chart initialization is in progress
• onInit – a callback that is executed after the chart initialization has been completed
• onDelete – a callback executed when a fully initialized chart is unmounted

Advanced React Chart example – Selection and Synchronization with a DataGrid

Let’s look at another more complex example:

1. For this case, we will take a setup with a Scatter Chart that fetches data asynchronously.
2. The points on the chart could be selected by click and drag action.
3. Upon selection, the point info appears within a grid at the side of the chart

Step 1 – Fetching Data Asynchronously and loading the Chart

Considering that the data fetching as well as a chart initialization potentially can take a noticeable amount of time, let’s make sure to set a custom loading UI with fallback property.

/**
 * @param {string | HTMLDivElement} rootElement
 * @returns {Promise<{sciChartSurface: SciChartSurface}>}
 */
const chartInitializationFunction = async (rootElement) => {
  const createChart = async () => {
    // for demonstration purposes, here we have used Builder API explicitly
    const { sciChartSurface } = await chartBuilder.build2DChart(rootElement, {
      xAxes: {
        type: EAxisType.NumericAxis,
        options: {
          autoRange: EAutoRange.Once,
          growBy: new NumberRange(0.2, 0.2),
        },
      },
      yAxes: {
        type: EAxisType.NumericAxis,
        options: { autoRange: EAutoRange.Never },
      },
      surface: {
        theme: { type: EThemeProviderType.Dark },
        title: "Scatter Chart",
        titleStyle: {
          fontSize: 20,
        },
      },
    });

    return sciChartSurface;
  };

  // a function that simulates an async data fetching
  const getData = async () => {
    await new Promise((resolve) => {
      setTimeout(() => resolve({}), 1500);
    });

    return { xValues: [0, 1, 2, 3, 4], yValues: [3, 6, 1, 5, 2] };
  };

  const [sciChartSurface, data] = await Promise.all([createChart(), getData()]);

  const wasmContext = sciChartSurface.webAssemblyContext2D;

  sciChartSurface.renderableSeries.add(
    new XyScatterRenderableSeries(wasmContext, {
      dataSeries: new XyDataSeries(wasmContext, {
        ...data,
      }),
      strokeThickness: 4,
      stroke: "#216939",
    })
  );
  return { sciChartSurface };
};

// ...
// then in JSX
// ...

<SciChartReact
  style={{ width: "50%", height: 300 }}
  fallback={
    <div className="fallback">
      <div>Data fetching & Chart Initialization in progress</div>
    </div>
  }
  initChart={chartInitializationFunction}
/>

Step 2 – Adding in Selection Behavior to the Chart

To achieve this behavior we can use DataPointSelectionModifier, which is a built-in behaviour in SciChart to allow selection, and multi-selection of data-points on a chart.

  // ...

  /**  
   * @param {{sciChartSurface: SciChartSurface}} initResult 
   *    - a resolved object returned by the initialization function 
   */
  const onChartInitializationComplete = (initResult) => {
    const dataPointSelectionModifier = new DataPointSelectionModifier({
      allowClickSelect: true,
      allowDragSelect: true,
      selectionStroke: "lime",
      selectionFill: "#ff879f33",
      onSelectionChanged: (args) =>
        setSelectedPoints([...(args?.selectedDataPoints || [])]),
    });

    initResult.sciChartSurface.chartModifiers.add(dataPointSelectionModifier);
  };

  const onChartCleanup = () => setSelectedPoints([]);

  // ...

  <SciChartReact
    style={{ width: "50%", height: 300 }}
    fallback={
      <div className="fallback">
        <div>Data fetching & Chart Initialization in progress</div>
      </div>
    }
    initChart={chartInitializationFunction}
    onInit={onChartInitializationComplete}
    onDelete={onChartCleanup}
  />

Step 3 – Synchronising Selection Data from a Chart to a DataGrid

// ...

<div className="flex-container">
  <SciChartReact
    style={{ width: "50%", height: 300 }}
    fallback={
      <div className="fallback">
      <div>Data fetching & Chart Initialization in progress</div>
      </div>
    }
    initChart={chartInitializationFunction}
    onInit={onChartInitializationComplete}
    onDelete={onChartCleanup}
  />

  <div className="data-grid">
    <div className="grid-cell grid-header">
      <div>Selected Points</div>
    </div>
    <div className="grid-cell column-header">
      <div>X Value</div>
    </div>
    <div className="grid-cell column-header">
      <div>Y Value</div>
    </div>

    {selectedPoints.map((point) => (
      <>
        <div key={`x-val-${point.index}`} className="grid-cell">
          <div>{point.xValue}</div>
        </div>
        <div key={`y-val-${point.index}`} className="grid-cell">
           <div>{point.yValue}</div>
        </div>
      </>
    ))}
  </div>
</div>

Further Examples of React Charts with scichart-react

• Simple Examples: SciChart-react code examples – Github Pages
• Source: SciChart-React source-code on Github
• npm: SciChart-React package on npm
• Advanced examples: we’re working through the SciChart.js Demo to update all our examples to use scichart-react.

Conclusion

Integrating SciChart with React for Powerful Charting

It has always been possible to use SciChart’s JavaScript Charts within React. We previously documented how to create a reusable react component talking about some of the issues such as correct component lifecycle and handling SciChart’s async initialisation.

We’ve now wrapped this up into an open source library called scichart-react to make creating React Charts easy.

Try out SciChart-React!

We encourage you to try out scichart-react: our React Chart component and see if it helps you simplify the development of charts with SciChart.js.

Internally we’ve handled a lot of the problems associated with React such as double-render, component unmount and proper deletion of SciChart charts, wrapping it all up neatly in a small package which adds only 3kb of JavaScript to your application.

We’ll be talking about further examples and utilities in the future, so do watch our blog for further updates!

Also see

See our related posts comparing JavaScript chart libraries, plus a showcase of the best React Charts and Graphs

Showcase of the Best React Charts and Graphs

Alternatives to Chart.js