Home > Article > Web Front-end > How to build a d3 force-directed graph using react (detailed tutorial)
This article mainly introduces how to build a d3 force-directed diagram in react. Now I will share it with you and give you a reference.
d3js is a JavaScript library that can manipulate documents based on data. Data can be displayed using HTML, CSS, SVG and Canvas. Force-directed graphs can be used to represent many-to-many relationships between nodes.
Achievement effect: The connection line has an arrow. Clicking on a node can change the color of the node and the thickness of the connected line, zoom and drag.
Version: 4.X
npm installation: npm install d3
Front-end import: import * as d3 from 'd3';
import React, { Component } from 'react';
import PropTypes from 'prop-types';
import { connect } from 'react-redux';
import { push } from 'react-router-redux';
import * as d3 from 'd3';
import { Row, Form } from 'antd';
import { chartReq} from './actionCreator';
import './Chart.less';
const WIDTH = 1900;
const HEIGHT = 580;
const R = 30;
let simulation;
class Chart extends Component {
constructor(props, context) {
super(props, context);
this.print = this.print.bind(this);
this.forceChart = this.forceChart.bind(this);
this.state = {
};
}
componentWillMount() {
this.props.dispatch(push('/Chart'));
}
componentDidMount() {
this.print();
}
print() {
let callback = (res) => { // callback获取后台返回的数据，并存入state
let nodeData = res.data.nodes;
let relationData = res.data.rels;
this.setState({
nodeData: res.data.nodes,
relationData: res.data.rels,
});
let nodes = [];
for (let i = 0; i < nodeData.length; i++) {
nodes.push({
id: (nodeData[i] && nodeData[i].id) || '',
name: (nodeData[i] && nodeData[i].name) || '',
type: (nodeData[i] && nodeData[i].type) || '',
definition: (nodeData[i] && nodeData[i].definition) || '',
});
}
let edges = [];
for (let i = 0; i < relationData.length; i++) {
edges.push({
id: (relationData[i] && (relationData[i].id)) || '',
source: (relationData[i] && relationData[i].start.id) || '',
target: (relationData[i] && relationData[i].end.id) || '',
tag: (relationData[i] && relationData[i].name) || '',
});
}
this.forceChart(nodes, edges); // d3力导向图内容
};
this.props.dispatch(chartReq({ param: param }, callback));
}
// func
forceChart(nodes, edges) {
this.refs['theChart'].innerHTML = '';
// 函数内其余代码请看拆解代码
}
render() {
return (
<Row style={{ minWidth: 900 }}>
<p className="outerp">
<p className="theChart" id="theChart" ref="theChart">
</p>
</p>
</Row>
);
}
}
Chart.propTypes = {
dispatch: PropTypes.func.isRequired,
};
function mapStateToProps(state) {
return {
};
}
const WrappedChart = Form.create({})(Chart);
export default connect(mapStateToProps)(WrappedChart);1. Component
<p className="theChart" id="theChart" ref="theChart"> </p>
The entire picture will be drawn in p.
2. Construct nodes and connections
let nodes = []; // 节点
for (let i = 0; i < nodeData.length; i++) {
nodes.push({
id: （nodeData[i] && nodeData[i].id） || '',
name: (nodeData[i] && nodeData[i].name) || '', // 节点名称
});
}
let edges = []; // 连线
for (let i = 0; i < relationData.length; i++) {
edges.push({
id: (relationData[i] && (relationData[i].id)) || '',
source: (relationData[i] && relationData[i].start.id） || '', // 开始节点
target: (relationData[i] && relationData[i].end.id） || '', // 结束节点
tag: (relationData[i] && relationData[i].name) || '', // 连线名称
});
}The specific structure is based on your project data.
3. Define the force model
const simulation = d3.forceSimulation(nodes) // 指定被引用的nodes数组 .force('link', d3.forceLink(edges).id(d => d.id).distance(150)) .force('collision', d3.forceCollide(1).strength(0.1)) .force('center', d3.forceCenter(WIDTH / 2, HEIGHT / 2)) .force('charge', d3.forceManyBody().strength(-1000).distanceMax(800));
Set the force through simulation.force(). You can set these types of forces:
Centering: Centering force, set the position of the center point of the graph.
Collision: node collision force, .strength parameter range is [0, 1].
Links: The force of the connection; .distance sets the distance between the nodes at both ends of the connection.
Many-Body: When the .strength parameter is positive, gravity is simulated; when it is negative, charge force is simulated; the .distanceMax parameter sets the maximum distance.
Positioning: Given a force in a certain direction.
Monitor the position changes of audiogram elements through simulation.on.
4. Draw svg
const svg = d3.select('#theChart').append('svg') // 在id为‘theChart'的标签内创建svg
.style('width', WIDTH)
.style('height', HEIGHT * 0.9)
.on('click', () => {
console.log('click', d3.event.target.tagName);
})
.call(zoom); // 缩放
const g = svg.append('g'); // 则svg中创建gCreate svg, create g in svg, and place node connections and other content in g.
select: Select the first corresponding element
selectAll: Select all corresponding elements
append: Create element
5. Draw the connection line
const edgesLine = svg.select('g')
.selectAll('line')
.data(edges) // 绑定数据
.enter() // 添加数据到选择集edgepath
.append('path') // 生成折线
.attr('d', (d) => { return d && 'M ' + d.source.x + ' ' + d.source.y + ' L ' + d.target.x + ' ' + d.target.y; }) // 遍历所有数据，d表示当前遍历到的数据，返回绘制的贝塞尔曲线
.attr('id', (d, i) => { return i && 'edgepath' + i; }) // 设置id，用于连线文字
.attr('marker-end', 'url(#arrow)') // 根据箭头标记的id号标记箭头
.style('stroke', '#000') // 颜色
.style('stroke-width', 1); // 粗细The connection line is drawn with Bezier curve: (M starting point X starting point y L End point x End point y)
6. Draw the arrow on the connection
const defs = g.append('defs'); // defs定义可重复使用的元素 const arrowheads = defs.append('marker') // 创建箭头 .attr('id', 'arrow') // .attr('markerUnits', 'strokeWidth') // 设置为strokeWidth箭头会随着线的粗细进行缩放 .attr('markerUnits', 'userSpaceOnUse') // 设置为userSpaceOnUse箭头不受连接元素的影响 .attr('class', 'arrowhead') .attr('markerWidth', 20) // viewport .attr('markerHeight', 20) // viewport .attr('viewBox', '0 0 20 20') // viewBox .attr('refX', 9.3 + R) // 偏离圆心距离 .attr('refY', 5) // 偏离圆心距离 .attr('orient', 'auto'); // 绘制方向，可设定为：auto（自动确认方向）和 角度值 arrowheads.append('path') .attr('d', 'M0,0 L0,10 L10,5 z') // d: 路径描述，贝塞尔曲线 .attr('fill', '#000'); // 填充颜色
viewport: visible area
viewBox: actual size, will automatically scale to fill the viewport
7. Draw nodes
const nodesCircle = svg.select('g')
.selectAll('circle')
.data(nodes)
.enter()
.append('circle') // 创建圆
.attr('r', 30) // 半径
.style('fill', '#9FF') // 填充颜色
.style('stroke', '#0CF') // 边框颜色
.style('stroke-width', 2) // 边框粗细
.on('click', (node) => { // 点击事件
console.log('click');
})
.call(drag); // 拖拽单个节点带动整个图Create circles as nodes .
.call() calls the drag function.
8. Node name
const nodesTexts = svg.select('g')
.selectAll('text')
.data(nodes)
.enter()
.append('text')
.attr('dy', '.3em') // 偏移量
.attr('text-anchor', 'middle') // 节点名称放在圆圈中间位置
.style('fill', 'black') // 颜色
.style('pointer-events', 'none') // 禁止鼠标事件
.text((d) => { // 文字内容
return d && d.name; // 遍历nodes每一项，获取对应的name
})；Because the text is on the upper layer of the node, if the mouse event is not disabled, clicking the text will not respond to the effect of clicking the node, nor can it be dragged. node.
9. Connection name
const edgesText = svg.select('g').selectAll('.edgelabel')
.data(edges)
.enter()
.append('text') // 为每一条连线创建文字区域
.attr('class', 'edgelabel')
.attr('dx', 80)
.attr('dy', 0);
edgesText.append('textPath')// 设置文字内容
.attr('xlink:href', (d, i) => { return i && '#edgepath' + i; }) // 文字布置在对应id的连线上
.style('pointer-events', 'none')
.text((d) => { return d && d.tag; });10. When the mouse is moved to the node, a bubble prompt appears
nodesCircle.append('title')
.text((node) => { // .text设置气泡提示内容
return node.definition;
});11. Monitor the position changes of the picture elements
simulation.on('tick', () => {
// 更新节点坐标
nodesCircle.attr('transform', (d) => {
return d && 'translate(' + d.x + ',' + d.y + ')';
});
// 更新节点文字坐标
nodesTexts.attr('transform', (d) => {
return 'translate(' + (d.x) + ',' + d.y + ')';
});
// 更新连线位置
edgesLine.attr('d', (d) => {
const path = 'M ' + d.source.x + ' ' + d.source.y + ' L ' + d.target.x + ' ' + d.target.y;
return path;
});
// 更新连线文字位置
edgesText.attr('transform', (d, i) => {
return 'rotate(0)';
});
});12. Drag
function onDragStart(d) {
// console.log('start');
// console.log(d3.event.active);
if (!d3.event.active) {
simulation.alphaTarget(1) // 设置衰减系数，对节点位置移动过程的模拟，数值越高移动越快，数值范围[0，1]
.restart(); // 拖拽节点后，重新启动模拟
}
d.fx = d.x; // d.x是当前位置，d.fx是静止时位置
d.fy = d.y;
}
function dragging(d) {
d.fx = d3.event.x;
d.fy = d3.event.y;
}
function onDragEnd(d) {
if (!d3.event.active) simulation.alphaTarget(0);
d.fx = null; // 解除dragged中固定的坐标
d.fy = null;
}
const drag = d3.drag()
.on('start', onDragStart)
.on('drag', dragging) // 拖拽过程
.on('end', onDragEnd);13. Zoom
function onZoomStart(d) {
// console.log('start zoom');
}
function zooming(d) {
// 缩放和拖拽整个g
// console.log('zoom ing', d3.event.transform, d3.zoomTransform(this));
g.attr('transform', d3.event.transform); // 获取g的缩放系数和平移的坐标值。
}
function onZoomEnd() {
// console.log('zoom end');
}
const zoom = d3.zoom()
// .translateExtent([[0, 0], [WIDTH, HEIGHT]]) // 设置或获取平移区间, 默认为[[-∞, -∞], [+∞, +∞]]
.scaleExtent([1 / 10, 10]) // 设置最大缩放比例
.on('start', onZoomStart)
.on('zoom', zooming)
.on('end', onZoomEnd);1. When clicking a node, make the connection line thicker
nodesCircle.on('click, (node) => {
edges_line.style("stroke-width",function(line){
if(line.source.name==node.name || line.target.name==node.name){
return 4;
}else{
return 0.5;
}
});
})2. The clicked node changes color
nodesCircle.on('click, (node) => {
nodesCircle.style('fill', (nodeOfSelected) => { // nodeOfSelected：所有节点, node: 选中的节点
if (nodeOfSelected.id === node.id) { // 被点击的节点变色
console.log('node')
return '#36F';
} else {
return '#9FF';
}
});
})componentDidMount() {
this.print();
}
print() {
let callback = (res) => { // callback获取后台返回的数据，并存入state
let nodeData = res.data.nodes;
let relationData = res.data.rels;
this.setState({
nodeData: res.data.nodes,
relationData: res.data.rels,
});
let nodes = [];
for (let i = 0; i < nodeData.length; i++) {
nodes.push({
id: （nodeData[i] && nodeData[i].id） || '',
name: (nodeData[i] && nodeData[i].name) || '',
type: (nodeData[i] && nodeData[i].type) || '',
definition: (nodeData[i] && nodeData[i].definition) || '',
});
}
let edges = [];
for (let i = 0; i < relationData.length; i++) {
edges.push({
id: (relationData[i] && (relationData[i].id)) || '',
source: (relationData[i] && relationData[i].start.id） || '',
target: (relationData[i] && relationData[i].end.id） || '',
tag: (relationData[i] && relationData[i].name) || '',
});
}
this.forceChart(nodes, edges); // d3力导向图内容
};
this.props.dispatch(getDataFromNeo4J({
neo4jrun: 'match p=(()-[r]-()) return p limit 300',
}, callback));
}Where to construct the graphBecause the graph is dynamic, if it is rendered multiple times (render is executed multiple times and rendered multiple times), it will not overwrite the previous rendering. The picture will be rendered multiple times and multiple pictures will appear. If you put the function print() of the construction diagram into componentDidMount() and execute it, it will only be rendered once.
After adding, deleting, and modifying node and connection data, you need to call the print() function again to reconstruct the graph.
Where to get the data The data is not obtained from redux. The callback obtains it directly after sending the request.
D3js all project search.http://blockbuilder.org/search/
The above is what I compiled for everyone, I hope It will be helpful to everyone in the future.
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