---
title: Fruchterman 力导向布局
order: 14
---
## 概述
Fruchterman 布局是基于 [Graph Drawing by Force-directed Placement](https://www.mathe2.uni-bayreuth.de/axel/papers/reingold:graph_drawing_by_force_directed_placement.pdf) 算法实现的一种力导向布局,通过灵活的参数配置模拟物理作用,使整个布局自动达到能量最小的稳定平衡状态,支持基础均匀分布和聚类布局。参考更多 Fruchterman 力导向布局[样例](/examples#layout-fruchterman)和[源码](https://github.com/antvis/layout/blob/v5/packages/layout/src/fruchterman.ts)
## 使用场景
- 基础均匀分布: 适用于展示节点均匀分布,整体结构清晰的网络关系图, 比如网络拓扑、知识图谱。
- 聚类布局: 适用于具有内部聚合特性或分组的数据可视化展示, 比如社区结构展示、关联组分析。
## 配置项
| 属性 | 描述 | 类型 | 默认值 | 必选 |
| ------------ | ---------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------- | -------- | ---- |
| type | 布局类型 | `'fruchterman'` | - | ✓ |
| height | 布局的高度 | `number` | 容器高度 | |
| width | 布局的宽度 | `number` | 容器宽度 | |
| maxIteration | 最大迭代次数 | `number` | 500 | |
| minMovement | 收敛阈值 | `number` | 0.4 | |
| gravity | 中心力大小,指所有节点被吸引到 [center](https://github.com/antvis/layout/blob/v5/packages/layout/src/types.ts#L915) 的力。数字越大,布局越紧凑 | `number` | 10 | |
| speed | 每次迭代节点移动的速度。速度太快可能会导致强烈震荡 | `number` | 5 | |
| onTick | 每一次迭代的回调函数 | (data: [LayoutMapping](https://github.com/antvis/layout/blob/v5/packages/layout/src/types.ts#L69)) => void | - | |
### 聚类布局
| 属性 | 描述 | 类型 | 默认值 | 必选 |
| -------------- | -------------------------------------------------------------------------- | --------- | ----------- | ---- |
| clustering | 是否按照聚类布局 | `boolean` | `false` | |
| nodeClusterBy | 聚类布局依据的节点数据 `data` 中的字段名,在 `clustering` 为 `true` 时生效 | `string` | `'cluster'` | |
| clusterGravity | 聚类内部的重力大小,影响聚类的紧凑程度,在 `clustering` 为 `true` 时生效 | `number` | 10 | |
## 示例代码
### 基本布局
```js | ob { pin: false, inject: true }
import { Graph } from '@antv/g6';
const graph = new Graph({
container: 'container',
width: 500,
height: 250,
data: {
nodes: [
{ id: '0' },
{ id: '1' },
{ id: '2' },
{ id: '3' },
{ id: '4' },
{ id: '5' },
{ id: '6' },
{ id: '7' },
{ id: '8' },
{ id: '9' },
{ id: '10' },
],
edges: [
{ source: '0', target: '1' },
{ source: '0', target: '2' },
{ source: '0', target: '3' },
{ source: '0', target: '4' },
{ source: '0', target: '7' },
{ source: '0', target: '8' },
{ source: '0', target: '9' },
{ source: '0', target: '10' },
{ source: '2', target: '3' },
{ source: '4', target: '5' },
{ source: '4', target: '6' },
{ source: '5', target: '6' },
{ source: '9', target: '10' },
],
},
node: {
style: {
labelFill: '#fff',
labelPlacement: 'center',
labelText: (d) => d.id,
},
},
layout: {
type: 'fruchterman',
gravity: 5,
speed: 5,
},
behaviors: ['drag-canvas', 'drag-element'],
});
graph.render();
```
展开查看完整代码
```javascript
import { Graph } from '@antv/g6';
const data = {
nodes: [
{ id: '0' },
{ id: '1' },
{ id: '2' },
{ id: '3' },
{ id: '4' },
{ id: '5' },
{ id: '6' },
{ id: '7' },
{ id: '8' },
{ id: '9' },
{ id: '10' },
],
edges: [
{ source: '0', target: '1' },
{ source: '0', target: '2' },
{ source: '0', target: '3' },
{ source: '0', target: '4' },
{ source: '0', target: '7' },
{ source: '0', target: '8' },
{ source: '0', target: '9' },
{ source: '0', target: '10' },
{ source: '2', target: '3' },
{ source: '4', target: '5' },
{ source: '4', target: '6' },
{ source: '5', target: '6' },
{ source: '9', target: '10' },
],
};
const graph = new Graph({
container: 'container',
data,
node: {
style: {
labelFill: '#fff',
labelPlacement: 'center',
labelText: (d) => d.id,
},
},
layout: {
type: 'fruchterman',
gravity: 5,
speed: 5,
},
behaviors: ['drag-canvas', 'drag-element'],
});
graph.render();
```
### 聚类布局
```js | ob { pin: false, inject: true }
import { Graph } from '@antv/g6';
const graph = new Graph({
container: 'container',
width: 500,
height: 250,
data: {
nodes: [
{ id: '0', data: { cluster: 'a' } },
{ id: '1', data: { cluster: 'a' } },
{ id: '2', data: { cluster: 'a' } },
{ id: '3', data: { cluster: 'a' } },
{ id: '4', data: { cluster: 'a' } },
{ id: '5', data: { cluster: 'b' } },
{ id: '6', data: { cluster: 'b' } },
{ id: '7', data: { cluster: 'b' } },
{ id: '8', data: { cluster: 'c' } },
{ id: '9', data: { cluster: 'c' } },
{ id: '10', data: { cluster: 'c' } },
],
edges: [
{ source: '0', target: '1' },
{ source: '0', target: '2' },
{ source: '0', target: '4' },
{ source: '0', target: '6' },
{ source: '2', target: '3' },
{ source: '2', target: '4' },
{ source: '3', target: '4' },
{ source: '5', target: '6' },
{ source: '6', target: '7' },
{ source: '7', target: '8' },
{ source: '8', target: '9' },
{ source: '8', target: '10' },
],
},
node: {
style: {
labelFill: '#fff',
labelPlacement: 'center',
labelText: (d) => `${d.data.cluster}-${d.id}`,
},
palette: {
type: 'group',
field: 'cluster',
},
},
edge: {
style: {
endArrow: true,
},
},
layout: {
type: 'fruchterman',
gravity: 6,
speed: 5,
// 聚类布局参数
clustering: true,
nodeClusterBy: 'cluster',
clusterGravity: 3,
},
behaviors: ['drag-canvas', 'drag-element'],
});
graph.render();
```
展开查看完整代码
```javascript
import { Graph } from '@antv/g6';
const data = {
nodes: [
{ id: '0', data: { cluster: 'a' } },
{ id: '1', data: { cluster: 'a' } },
{ id: '2', data: { cluster: 'a' } },
{ id: '3', data: { cluster: 'a' } },
{ id: '4', data: { cluster: 'a' } },
{ id: '5', data: { cluster: 'b' } },
{ id: '6', data: { cluster: 'b' } },
{ id: '7', data: { cluster: 'b' } },
{ id: '8', data: { cluster: 'c' } },
{ id: '9', data: { cluster: 'c' } },
{ id: '10', data: { cluster: 'c' } },
],
edges: [
{ source: '0', target: '1' },
{ source: '0', target: '2' },
{ source: '0', target: '4' },
{ source: '0', target: '6' },
{ source: '2', target: '3' },
{ source: '2', target: '4' },
{ source: '3', target: '4' },
{ source: '5', target: '6' },
{ source: '6', target: '7' },
{ source: '7', target: '8' },
{ source: '8', target: '9' },
{ source: '8', target: '10' },
],
};
const graph = new Graph({
container: 'container',
data,
node: {
style: {
labelFill: '#fff',
labelPlacement: 'center',
labelText: (d) => `${d.data.cluster}-${d.id}`,
},
palette: {
type: 'group',
field: 'cluster',
},
},
edge: {
style: {
endArrow: true,
},
},
layout: {
type: 'fruchterman',
gravity: 6,
speed: 5,
// 聚类布局参数
clustering: true,
nodeClusterBy: 'cluster',
clusterGravity: 3,
},
behaviors: ['drag-canvas', 'drag-element'],
});
graph.render();
```