--- 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(); ```