react-vega

react-vega

Use vega or vega-lite in react application smoothly!

DEMO: http://vega.github.io/react-vega/

Install

npm install react vega vega-lite react-vega --save

Versions

• react-vega@7.x.x is rewritten in typescript with several API changes and now support both vega and vega-lite. If you are upgrading from react-vega or react-vega-lite version 6.x.x to 7.x.x, read this migration guide.
• react-vega@6.x.x is same with 5.x.x but output are in different directories and exported as both commonjs and es module.
• react-vega@5.x.x uses vega again.
• react-vega@4.x.x has same interface with 3.x.x except it uses the lightweight vega-lib instead of vega.
• react-vega@3.x.x was update with breaking changes to support vega@3.0.
• If you are looking to use react with vega@2.x, please use react-vega@2.3.1.

Example code

There are two approaches to use this library.

Approach#1 Create class from spec, then get a React class to use

BarChart.js

See the rest of the spec in spec1.ts.

import React, { PropTypes } from 'react';
import { createClassFromSpec } from 'react-vega';

export default createClassFromSpec('BarChart', {
  "width": 400,
  "height": 200,
  "data": [{ "name": "table" }],
  "signals": [
    {
      "name": "tooltip",
      "value": {},
      "on": [
        {"events": "rect:mouseover", "update": "datum"},
        {"events": "rect:mouseout",  "update": "{}"}
      ]
    }
  ],
  ... // See the rest in packages/react-vega-demo/stories/vega/spec1.ts
});

main.js

import React from 'react';
import ReactDOM from 'react-dom';
import BarChart from './BarChart.js';

const barData = {
  table: [...]
};

function handleHover(...args){
  console.log(args);
}

const signalListeners = { hover: handleHover };

ReactDOM.render(
  <BarChart data={barData} signalListeners={signalListeners} />,
  document.getElementById('bar-container')
);

Approach#2 Use <Vega> generic class and pass in spec for dynamic component.

Provides a bit more flexibility, but at the cost of extra checks for spec changes.

main.js

import React from 'react';
import ReactDOM from 'react-dom';
import { Vega } from 'react-vega';

const spec = {
  "width": 400,
  "height": 200,
  "data": [{ "name": "table" }],
  "signals": [
    {
      "name": "tooltip",
      "value": {},
      "on": [
        {"events": "rect:mouseover", "update": "datum"},
        {"events": "rect:mouseout",  "update": "{}"}
      ]
    }
  ],
  ... // See the rest in packages/react-vega-demo/stories/vega/spec1.ts
}

const barData = {
  table: [...]
};

function handleHover(...args){
  console.log(args);
}

const signalListeners = { hover: handleHover };

ReactDOM.render(
  <Vega spec={spec} data={barData} signalListeners={signalListeners} />,
  document.getElementById('bar-container')
);

Approach#3 Use <VegaLite> generic class and pass in spec for dynamic component.

Provides a bit more flexibility, but at the cost of extra checks for spec changes.

Also see packages/react-vega-demo/stories/ReactVegaLiteDemo.jsx for details

main.js

import React from 'react'
import ReactDOM from 'react-dom'
import { VegaLite } from 'react-vega'

const spec = {
  width: 400,
  height: 200,
  mark: 'bar',
  encoding: {
    x: { field: 'a', type: 'ordinal' },
    y: { field: 'b', type: 'quantitative' },
  },
  data: { name: 'table' }, // note: vega-lite data attribute is a plain object instead of an array
}

const barData = {
  table: [
    { a: 'A', b: 28 },
    { a: 'B', b: 55 },
    { a: 'C', b: 43 },
    { a: 'D', b: 91 },
    { a: 'E', b: 81 },
    { a: 'F', b: 53 },
    { a: 'G', b: 19 },
    { a: 'H', b: 87 },
    { a: 'I', b: 52 },
  ],
}

ReactDOM.render(
  <VegaLite spec={spec} data={barData} />,
  document.getElementById('bar-container')
);

API

Props

React class Vega and any output class from createClassFromSpec have these properties:

Props from vega-embed's API

mode, theme, defaultStyle, renderer, logLovel, tooltip, loader, patch, width, height, padding, actions, scaleFactor, config, editorUrl, sourceHeader, sourceFooter, hover, i18n, downloadFileName

CSS

class and style of the container <div> element

• className:String
• style:Object

Data

• data:Object

For data, this property takes an Object with keys being dataset names defined in the spec's data field, such as:

var barData = {
  table: [{"x": 1,  "y": 28}, {"x": 2,  "y": 55}, ...]
};

Each value can be an array or function(dataset){...}. If the value is a function, Vega's vis.data(dataName) will be passed as the argument dataset. If you are using <VegaLite> make sure to enable your tooltip in the the spec, as described here.

var barData = {
  table: function(dataset){...}
};

In the example above, vis.data('table') will be passed as dataset.

• signalListeners:Object

All signals defined in the spec can be listened to via signalListeners. For example, to listen to signal hover, attach a listener like this

// better declare outside of render function
const signalListeners = { hover: handleHover };

<Vega spec={spec} data={barData} signalListeners={signalListeners} />

Event listeners

• onNewView:Function Dispatched when new vega.View is constructed and pass the newly created view as argument.
• onParseError:Function Dispatched when vega cannot parse the spec.

Static function

Any class created from createClassFromSpec will have this method.

• Chart.getSpec() - return spec

Frequently Asked Questions

How to use Vega Tooltip?

You can pass the vega-tooltip handler instance to the tooltip property.

import { Handler } from 'vega-tooltip';

 <Vega spec={spec} data={barData} tooltip={new Handler().call} />