2023-08-30 14:21:51 +08:00
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import { Graph, Extensions, extend } from '@antv/g6';
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2023-08-31 18:16:13 +08:00
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// This site has mounted Algorithm to window. 本站点已将 Algorithm 挂载到 window 上
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// Import Algorithm for node clustering in your project. 在你的项目中需要引入 Algorithm 用于下面的节点聚类计算
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// import Algorithm from '@antv/layout'
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2023-08-30 14:21:51 +08:00
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const container = document.getElementById('container');
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const width = container.scrollWidth;
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const height = container.scrollHeight || 500;
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const themes = {
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'🌞 Light': {
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type: 'spec',
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base: 'light',
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specification: {
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node: {
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dataTypeField: 'cluster',
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},
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},
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},
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'🌚 Dark': {
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type: 'spec',
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base: 'dark',
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specification: {
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node: {
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dataTypeField: 'cluster',
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},
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},
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},
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'🌎 Blue': {
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type: 'spec',
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base: 'light',
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specification: {
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canvas: {
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backgroundColor: '#f3faff',
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},
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node: {
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dataTypeField: 'cluster',
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palette: ['#bae0ff', '#91caff', '#69b1ff', '#4096ff', '#1677ff', '#0958d9', '#003eb3', '#002c8c', '#001d66'],
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},
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},
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},
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'🌕 yellow': {
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type: 'spec',
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base: 'light',
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specification: {
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canvas: {
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backgroundColor: '#fcf9f1',
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},
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node: {
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dataTypeField: 'cluster',
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palette: ['#ffe7ba', '#ffd591', '#ffc069', '#ffa940', '#fa8c16', '#d46b08', '#ad4e00', '#873800', '#612500'],
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},
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},
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},
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};
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const getDefaultNodeAnimates = (delay) => ({
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buildIn: [
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{
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fields: ['opacity'],
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duration: 1000,
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delay: delay === undefined ? 1000 + Math.random() * 1000 : delay,
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},
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],
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buildOut: [
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{
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fields: ['opacity'],
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duration: 200,
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},
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],
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update: [
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{
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fields: ['lineWidth', 'fill', 'r'],
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shapeId: 'keyShape',
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},
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{
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fields: ['fontSize'],
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shapeId: 'iconShape',
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},
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{
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fields: ['opacity'],
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shapeId: 'haloShape',
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},
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],
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hide: [
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{
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fields: ['size'],
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duration: 200,
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},
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{
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fields: ['opacity'],
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duration: 200,
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shapeId: 'keyShape',
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},
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{
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fields: ['opacity'],
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duration: 200,
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shapeId: 'labelShape',
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},
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],
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show: [
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{
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fields: ['size'],
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duration: 200,
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},
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{
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fields: ['opacity'],
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duration: 200,
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shapeId: 'keyShape',
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order: 0,
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},
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],
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});
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const getDefaultEdgeAnimates = (delay) => ({
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buildIn: [
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{
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fields: ['opacity'],
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duration: 300,
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delay: delay === undefined ? 1000 + Math.random() * 1000 : delay,
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},
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],
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buildOut: [
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{
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fields: ['opacity'],
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duration: 200,
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},
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],
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update: [
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{
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fields: ['lineWidth'],
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shapeId: 'keyShape',
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},
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{
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fields: ['opacity'],
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shapeId: 'haloShape',
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},
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],
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});
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2023-10-18 20:24:33 +08:00
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const dataFormat = (dataAUR, options = {}, graphCore) => {
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const { dataAdded, dataUpdated, dataRemoved } = dataAUR;
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return {
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dataAdded: dataFormatHandler(dataAdded, options, graphCore),
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dataUpdated: dataFormatHandler(dataUpdated, options, graphCore),
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dataRemoved,
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};
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};
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const dataFormatHandler = (data, options = {}, graphCore) => {
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if (!data.nodes || !data.edges) return {};
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const map = new Map();
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const nodes = [];
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data.nodes?.forEach((node) => {
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if (map.has(node.id)) return;
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nodes.push(node);
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map.set(node.id, true);
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});
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data.edges?.forEach((edge) => {
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const sourceDegree = map.get(edge.source) || 0;
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map.set(edge.source, sourceDegree + 1);
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const targetDegree = map.get(edge.target) || 0;
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map.set(edge.target, targetDegree + 1);
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});
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return {
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nodes: nodes.map((node) => {
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const { id, x, y, z, olabel, data } = node;
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return {
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id,
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data: {
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x,
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y,
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z,
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label: olabel,
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...data,
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degree: map.get(id),
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},
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};
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}),
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edges:
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data.edges?.map((edge) => ({
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2023-10-09 15:35:22 +08:00
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id: `edge-${Math.random()}`,
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source: edge.source,
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target: edge.target,
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2023-10-18 20:24:33 +08:00
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})) || [],
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2023-08-30 14:21:51 +08:00
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};
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};
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2023-10-09 15:35:22 +08:00
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2023-10-18 20:24:33 +08:00
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const clusteringNodes = (dataAUR = {}, options = {}, graphCore) => {
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const { dataAdded = {}, dataUpdated = {}, dataRemoved = {} } = dataAUR;
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const handler = (data = {}, options = {}, core) => {
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if (!Algorithm?.labelPropagation || !data.nodes?.length) return data;
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const nodes = graphCore ? core.getAllNodes() : data.nodes;
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const edges = graphCore ? core.getAllEdges() : data.edges;
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const clusteredData = Algorithm.labelPropagation({ nodes, edges }, false);
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2023-10-09 15:35:22 +08:00
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clusteredData.clusters.forEach((cluster, i) => {
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cluster.nodes.forEach((node) => {
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node.data.cluster = `c${i}`;
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});
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2023-08-30 14:21:51 +08:00
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});
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2023-10-09 15:35:22 +08:00
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return data;
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2023-10-18 20:24:33 +08:00
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};
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2023-10-09 15:35:22 +08:00
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return {
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2023-10-18 20:24:33 +08:00
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dataAdded: handler(dataAdded, options, graphCore),
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dataUpdated: handler(dataUpdated, options, graphCore),
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dataRemoved: dataRemoved || {},
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2023-10-09 15:35:22 +08:00
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};
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2023-08-30 14:21:51 +08:00
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};
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const ExtGraph = extend(Graph, {
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transforms: {
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'data-format': dataFormat,
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'clustering-node': clusteringNodes,
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2023-10-07 17:59:58 +08:00
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'map-node-size': Extensions.MapNodeSize,
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2023-08-30 14:21:51 +08:00
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},
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nodes: {
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'sphere-node': Extensions.SphereNode,
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},
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behaviors: {
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'brush-select': Extensions.BrushSelect,
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'orbit-canvas-3d': Extensions.OrbitCanvas3D,
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'zoom-canvas-3d': Extensions.ZoomCanvas3D,
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},
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});
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const btnContainer = document.createElement('div');
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btnContainer.style.position = 'absolute';
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btnContainer.style.zIndex = 10;
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container.appendChild(btnContainer);
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const tip2 = document.createElement('span');
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tip2.innerHTML = '🌊 Fetching data....';
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btnContainer.appendChild(tip2);
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const tip = document.createElement('span');
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tip.innerHTML = '<br />👉 Change Theme:';
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btnContainer.appendChild(tip);
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const graph = new ExtGraph({
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container,
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width,
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height,
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2023-08-31 18:16:13 +08:00
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transforms: [
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2023-08-30 14:21:51 +08:00
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'data-format',
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'clustering-node',
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{
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type: 'map-node-size',
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field: 'degree',
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2023-08-31 19:58:09 +08:00
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range: [6, 30],
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2023-08-30 14:21:51 +08:00
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},
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],
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modes: {
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default: [
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{ type: 'zoom-canvas', key: '123', triggerOnItems: true },
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'drag-node',
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'drag-canvas',
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'brush-select',
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'click-select',
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],
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},
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theme: { ...themes['🌞 Light'] },
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autoFit: 'view',
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edge: (innerModel) => {
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return {
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...innerModel,
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data: {
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...innerModel.data,
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type: 'line-edge',
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animates: getDefaultEdgeAnimates(),
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keyShape: {
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2023-10-31 22:14:20 +08:00
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lineWidth: 0.8,
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2023-08-30 14:21:51 +08:00
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opacity: 0.5,
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},
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},
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};
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},
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// 节点配置
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node: (innerModel) => {
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return {
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...innerModel,
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data: {
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animates: getDefaultNodeAnimates(),
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...innerModel.data,
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2023-10-31 22:14:20 +08:00
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labelShape: {
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text: innerModel.data.label,
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maxWidth: '400%',
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offsetY: 8,
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lod: 'auto',
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2023-08-30 14:21:51 +08:00
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},
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2023-10-31 22:14:20 +08:00
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labelBackgroundShape: {
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lod: 'auto',
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},
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2023-08-30 14:21:51 +08:00
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},
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};
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},
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nodeState: {
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selected: {
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keyShape: {
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lineWidth: 1,
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},
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haloShape: {
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lineWidth: 4,
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},
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},
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},
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edgeState: {
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selected: {
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keyShape: {
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lineWidth: 2,
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},
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haloShape: {
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lineWidth: 4,
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},
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},
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},
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});
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fetch('https://gw.alipayobjects.com/os/basement_prod/da5a1b47-37d6-44d7-8d10-f3e046dabf82.json')
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.then((res) => res.json())
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.then((data) => {
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tip2.innerHTML = '🎨 Rendering....';
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graph.read(data);
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Object.keys(themes).forEach((name, i) => {
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const btn = document.createElement('a');
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btn.innerHTML = name;
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btn.style.backgroundColor = 'rgba(255, 255, 255, 0.8)';
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btn.style.padding = '4px';
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btn.style.marginLeft = i > 0 ? '24px' : '8px';
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btnContainer.appendChild(btn);
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btn.addEventListener('click', () => {
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graph.updateTheme(themes[name]);
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2023-10-31 22:14:20 +08:00
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if (name === '🌚 Dark') {
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tip2.style.color = '#fff';
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tip.style.color = '#fff';
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} else {
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tip2.style.color = '#000';
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tip.style.color = '#000';
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}
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2023-08-30 14:21:51 +08:00
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});
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});
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});
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if (typeof window !== 'undefined')
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window.onresize = () => {
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if (!graph || graph.destroyed) return;
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if (!container || !container.scrollWidth || !container.scrollHeight) return;
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graph.setSize([container.scrollWidth, container.scrollHeight - 160]);
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};
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