一种解决方法是通过使用D3的过渡来缓解更新的压力。使用React的生命周期方法componentDidUpdate(),以检测数据是否已经更新,然后使用D3的过渡方法来更新网络图。这样,D3只会更新需要更改的元素,而不是重新绘制整个图形,从而降低了更新的成本。以下是一个示例代码:
import React, { Component } from 'react';
import * as d3 from 'd3';
const width = 500;
const height = 500;
class Graph extends Component {
constructor(props) {
super(props);
this.state = {
nodes: [],
links: []
};
}
componentWillUnmount() {
clearInterval(this.timer);
}
componentDidMount() {
this.timer = setInterval(() => {
const newNodes = [
{ id: 1, name: 'Node 1' },
{ id: 2, name: 'Node 2' },
{ id: 3, name: 'Node 3' },
{ id: 4, name: 'Node 4' },
{ id: 5, name: 'Node 5' }
];
const newLinks = [
{ source: 1, target: 2 },
{ source: 2, target: 3 },
{ source: 3, target: 4 },
{ source: 4, target: 5 },
{ source: 5, target: 1 }
];
this.setState({
nodes: newNodes,
links: newLinks
});
}, 1000);
}
componentDidUpdate() {
const { nodes, links } = this.state;
const svg = d3.select(this.refs.canvas);
const node = svg.selectAll('.node')
.data(nodes, d => d.id);
node.transition()
.duration(500)
.attr('fill', 'green');
node.enter()
.append('circle')
.attr('class', 'node')
.attr('r', 10)
.merge(node)
.attr('cx', (d, i) => (i * 100) + 50)
.attr('cy', height / 2)
.attr('fill', 'red');
node.exit().remove();
const link = svg.selectAll('.link')
.data(links);
link.enter()
.append('line')
.attr('class', 'link')
.merge(link)
.attr('x1