components/Visualization/Dendrogram/index.js
import React from 'react';
import { PropTypes } from 'prop-types';
import { select } from 'd3-selection';
import { extent } from 'd3-array';
import { schemePaired } from 'd3-scale-chromatic';
import {
cluster,
hierarchy,
} from 'd3-hierarchy';
import {
scalePow,
scaleOrdinal,
} from 'd3-scale';
import { doesObjectHaveNoData } from '@togglecorp/fujs';
import SvgSaver from 'svgsaver';
import Responsive from '../../General/Responsive';
import styles from './styles.scss';
import { getStandardFilename } from '../../../utils/common';
const propTypes = {
/**
* Size of the parent element/component (passed by the Responsive hoc)
*/
boundingClientRect: PropTypes.shape({
width: PropTypes.number,
height: PropTypes.number,
}).isRequired,
/**
* Hierarchical data structure that can be computed to form a hierarchical layout
* <a href="https://github.com/d3/d3-hierarchy">d3-hierarchy</a>
*/
data: PropTypes.array.isRequired, // eslint-disable-line react/forbid-prop-types
/**
* Handle save functionality
*/
setSaveFunction: PropTypes.func,
/**
* Accessor function to return children of node
*/
childrenSelector: PropTypes.func,
/**
* Select label for each node
*/
labelSelector: PropTypes.func.isRequired,
/**
* Select the value of each node
*/
valueSelector: PropTypes.func,
/**
* Array of colors as hex color codes
*/
colorScheme: PropTypes.arrayOf(PropTypes.string),
/**
* Additional css classes passed from parent
*/
className: PropTypes.string,
/**
* Margins for the chart
*/
margins: PropTypes.shape({
top: PropTypes.number,
right: PropTypes.number,
bottom: PropTypes.number,
left: PropTypes.number,
}),
};
const defaultProps = {
childrenSelector: d => d.children,
setSaveFunction: () => {},
valueSelector: () => 1,
colorScheme: schemePaired,
className: '',
margins: {
top: 0,
right: 0,
bottom: 0,
left: 0,
},
};
/**
* Dendrogram is a tree diagram showing the arrangement of
* clusters produced by hierarchical clustering
*/
class Dendrogram extends React.PureComponent {
static propTypes = propTypes;
static defaultProps = defaultProps;
constructor(props) {
super(props);
if (props.setSaveFunction) {
props.setSaveFunction(this.save);
}
}
componentDidMount() {
this.drawChart();
}
componentDidUpdate() {
this.redrawChart();
}
setContext = (width, height, margins) => {
const {
top,
right,
bottom,
left,
} = margins;
return select(this.svg)
.attr('width', width + left + right)
.attr('height', height + top + bottom)
.append('g')
.attr('transform', `translate(${80 + left}, ${top})`);
}
save = () => {
const svg = select(this.svg);
const svgsaver = new SvgSaver();
svgsaver.asSvg(svg.node(), `${getStandardFilename('dendrogram', 'graph')}.svg`);
}
topicColors = (node, colors) => {
const { labelSelector } = this.props;
// let color = colors(0);
let color;
if (node.depth === 0 || node.depth === 1) {
color = colors(labelSelector(node.data));
} else {
color = this.topicColors(node.parent, colors);
}
return color;
}
diagonal = d => (
`M${d.y},${d.x}C${d.parent.y + 100},${d.x}`
+ ` ${d.parent.y + 100},${d.parent.x} ${d.parent.y},${d.parent.x}`
)
addLines = (element, data, colors) => {
element
.selectAll('path')
.data(data)
.enter()
.append('path')
.attr('d', this.diagonal)
.style('stroke', d => this.topicColors(d, colors))
.style('stroke-opacity', 0.5)
.style('fill', 'none')
.style('stroke-width', 1.5);
}
addNodes = (element, data) => (
element
.selectAll('g')
.data(data)
.enter()
.append('g')
.attr('transform', d => `translate(${d.y}, ${d.x})`)
)
addCircles = (selection, colors, scaledValues) => {
selection
.append('circle')
.attr('r', (d) => {
if (d.value) {
return scaledValues(d.value);
}
return 5;
})
.style('fill', d => this.topicColors(d, colors));
}
addLabels = (selection, colors, scaledValues) => {
const { labelSelector } = this.props;
selection
.append('text')
.attr('dy', '.3em')
.attr('dx', (d) => {
if (d.value) {
return d.children ? `-${scaledValues(d.value) + 2}` : `${scaledValues(d.value) + 2}`;
}
return d.children ? -5 : 5;
})
.style('fill', d => this.topicColors(d, colors))
.style('text-anchor', d => (d.children ? 'end' : 'start'))
.text(d => labelSelector(d.data));
}
redrawChart = () => {
const svg = select(this.svg);
svg.selectAll('*').remove();
this.drawChart();
}
drawChart = () => {
const {
data,
boundingClientRect,
childrenSelector,
valueSelector,
colorScheme,
margins,
} = this.props;
if (!boundingClientRect.width) {
return;
}
if (!data || data.length === 0 || doesObjectHaveNoData(data)) {
return;
}
let { width, height } = boundingClientRect;
const {
top,
right,
bottom,
left,
} = margins;
width = width - left - right;
height = height - top - bottom;
const context = this.setContext(width, height, margins);
const lines = context.append('g').attr('class', 'lines');
const nodes = context.append('g').attr('class', 'nodes');
const colors = scaleOrdinal().range(colorScheme);
const tree = cluster()
.size([height, width - 200]);
const root = hierarchy(data, childrenSelector)
.sum(valueSelector);
const minmax = extent(root.descendants(), d => d.value);
const scaledValues = scalePow().exponent(0.5).domain(minmax).range([4, 20]);
tree(root);
this.addLines(lines, root.descendants().slice(1), colors);
this.addNodes(nodes, root.descendants());
const points = nodes.selectAll('g');
this.addLabels(points, colors, scaledValues);
this.addCircles(points, colors, scaledValues);
}
render() {
const { className } = this.props;
const dendrogramStyle = [
'dendrogram',
styles.dendrogram,
className,
].join(' ');
return (
<svg
className={dendrogramStyle}
ref={(elem) => { this.svg = elem; }}
/>
);
}
}
export default Responsive(Dendrogram);