import { isArray } from './array'; import { isNumber } from './number'; import { isObject } from './object'; export const getEdgeTerminal = (edge, type) => { const terminal = edge[type]; if (isObject(terminal)) { return terminal.cell; } return terminal; }; export const getDegree = (n, nodeIdxMap, edges) => { const degrees = []; for (let i = 0; i < n; i++) { degrees[i] = { in: 0, out: 0, all: 0 }; } if (!edges) return degrees; edges.forEach((e) => { const source = getEdgeTerminal(e, 'source'); const target = getEdgeTerminal(e, 'target'); if (source && degrees[nodeIdxMap[source]]) { degrees[nodeIdxMap[source]].out += 1; degrees[nodeIdxMap[source]].all += 1; } if (target && degrees[nodeIdxMap[target]]) { degrees[nodeIdxMap[target]].in += 1; degrees[nodeIdxMap[target]].all += 1; } }); return degrees; }; export const getDegreeMap = (nodes, edges) => { const degreesMap = {}; nodes.forEach((node) => { degreesMap[node.id] = { in: 0, out: 0, all: 0 }; }); if (!edges) return degreesMap; edges.forEach((e) => { const source = getEdgeTerminal(e, 'source'); const target = getEdgeTerminal(e, 'target'); if (source) { degreesMap[source].out += 1; degreesMap[source].all += 1; } if (target) { degreesMap[target].in += 1; degreesMap[target].all += 1; } }); return degreesMap; }; export const floydWarshall = (adjMatrix) => { // initialize const dist = []; const size = adjMatrix.length; for (let i = 0; i < size; i += 1) { dist[i] = []; for (let j = 0; j < size; j += 1) { if (i === j) { dist[i][j] = 0; } else if (adjMatrix[i][j] === 0 || !adjMatrix[i][j]) { dist[i][j] = Infinity; } else { dist[i][j] = adjMatrix[i][j]; } } } // floyd for (let k = 0; k < size; k += 1) { for (let i = 0; i < size; i += 1) { for (let j = 0; j < size; j += 1) { if (dist[i][j] > dist[i][k] + dist[k][j]) { dist[i][j] = dist[i][k] + dist[k][j]; } } } } return dist; }; export const getAdjMatrix = (data, directed) => { const { nodes, edges } = data; const matrix = []; // map node with index in data.nodes const nodeMap = {}; if (!nodes) { throw new Error('invalid nodes data!'); } if (nodes) { nodes.forEach((node, i) => { nodeMap[node.id] = i; const row = []; matrix.push(row); }); } edges === null || edges === void 0 ? void 0 : edges.forEach((e) => { const source = getEdgeTerminal(e, 'source'); const target = getEdgeTerminal(e, 'target'); const sIndex = nodeMap[source]; const tIndex = nodeMap[target]; if (sIndex === undefined || tIndex === undefined) return; matrix[sIndex][tIndex] = 1; if (!directed) { matrix[tIndex][sIndex] = 1; } }); return matrix; }; /** * scale matrix * @param matrix [ [], [], [] ] * @param ratio */ export const scaleMatrix = (matrix, ratio) => { const result = []; matrix.forEach((row) => { const newRow = []; row.forEach((v) => { newRow.push(v * ratio); }); result.push(newRow); }); return result; }; /** * depth first traverse, from leaves to root, children in inverse order * if the fn returns false, terminate the traverse */ const traverseUp = (data, fn) => { if (data && data.children) { for (let i = data.children.length - 1; i >= 0; i--) { if (!traverseUp(data.children[i], fn)) return; } } if (!fn(data)) { return false; } return true; }; /** * depth first traverse, from leaves to root, children in inverse order * if the fn returns false, terminate the traverse */ export const traverseTreeUp = (data, fn) => { if (typeof fn !== 'function') { return; } traverseUp(data, fn); }; /** * calculate the bounding box for the nodes according to their x, y, and size * @param nodes nodes in the layout * @returns */ export const getLayoutBBox = (nodes) => { let minX = Infinity; let minY = Infinity; let maxX = -Infinity; let maxY = -Infinity; nodes.forEach((node) => { let size = node.size; if (isArray(size)) { if (size.length === 1) size = [size[0], size[0]]; } else if (isNumber(size)) { size = [size, size]; } else if (size === undefined || isNaN(size)) { size = [30, 30]; } const halfSize = [size[0] / 2, size[1] / 2]; const left = node.x - halfSize[0]; const right = node.x + halfSize[0]; const top = node.y - halfSize[1]; const bottom = node.y + halfSize[1]; if (minX > left) minX = left; if (minY > top) minY = top; if (maxX < right) maxX = right; if (maxY < bottom) maxY = bottom; }); return { minX, minY, maxX, maxY }; }; /** * 获取节点集合的平均位置信息 * @param nodes 节点集合 * @returns 平局内置 */ export const getAvgNodePosition = (nodes) => { const totalNodes = { x: 0, y: 0 }; nodes.forEach((node) => { totalNodes.x += node.x || 0; totalNodes.y += node.y || 0; }); // 获取均值向量 const length = nodes.length || 1; return { x: totalNodes.x / length, y: totalNodes.y / length, }; }; // 找出指定节点关联的边的起点或终点 const getCoreNode = (type, node, edges) => { var _a, _b; if (type === 'source') { return (((_a = edges === null || edges === void 0 ? void 0 : edges.find((edge) => edge.target === node.id)) === null || _a === void 0 ? void 0 : _a.source) || {}); } return (((_b = edges === null || edges === void 0 ? void 0 : edges.find((edge) => edge.source === node.id)) === null || _b === void 0 ? void 0 : _b.target) || {}); }; // 找出指定节点为起点或终点的所有一度叶子节点 const getRelativeNodeIds = (type, coreNode, edges) => { let relativeNodes = []; switch (type) { case 'source': relativeNodes = edges === null || edges === void 0 ? void 0 : edges.filter((edge) => edge.source === coreNode.id).map((edge) => edge.target); break; case 'target': relativeNodes = edges === null || edges === void 0 ? void 0 : edges.filter((edge) => edge.target === coreNode.id).map((edge) => edge.source); break; case 'both': relativeNodes = edges === null || edges === void 0 ? void 0 : edges.filter((edge) => edge.source === coreNode.id).map((edge) => edge.target).concat(edges === null || edges === void 0 ? void 0 : edges.filter((edge) => edge.target === coreNode.id).map((edge) => edge.source)); break; default: break; } // 去重 const set = new Set(relativeNodes); return Array.from(set); }; // 找出同类型的节点 const getSameTypeNodes = (type, nodeClusterBy, node, relativeNodes, degreesMap) => { // @ts-ignore const typeName = node[nodeClusterBy] || ''; // @ts-ignore let sameTypeNodes = (relativeNodes === null || relativeNodes === void 0 ? void 0 : relativeNodes.filter((item) => item[nodeClusterBy] === typeName)) || []; if (type === 'leaf') { sameTypeNodes = sameTypeNodes.filter((node) => { var _a, _b; return ((_a = degreesMap[node.id]) === null || _a === void 0 ? void 0 : _a.in) === 0 || ((_b = degreesMap[node.id]) === null || _b === void 0 ? void 0 : _b.out) === 0; }); } return sameTypeNodes; }; // 找出与指定节点关联的边的起点或终点出发的所有一度叶子节点 export const getCoreNodeAndRelativeLeafNodes = (type, node, edges, nodeClusterBy, degreesMap, nodeMap) => { const { in: inDegree, out: outDegree } = degreesMap[node.id]; let coreNode = node; let relativeLeafNodes = []; if (inDegree === 0) { // 如果为没有出边的叶子节点,则找出与它关联的边的起点出发的所有一度节点 coreNode = getCoreNode('source', node, edges); relativeLeafNodes = getRelativeNodeIds('both', coreNode, edges).map((nodeId) => nodeMap[nodeId]); } else if (outDegree === 0) { // 如果为没有入边边的叶子节点,则找出与它关联的边的起点出发的所有一度节点 coreNode = getCoreNode('target', node, edges); relativeLeafNodes = getRelativeNodeIds('both', coreNode, edges).map((nodeId) => nodeMap[nodeId]); } relativeLeafNodes = relativeLeafNodes.filter((node) => degreesMap[node.id] && (degreesMap[node.id].in === 0 || degreesMap[node.id].out === 0)); const sameTypeLeafNodes = getSameTypeNodes(type, nodeClusterBy, node, relativeLeafNodes, degreesMap); return { coreNode, relativeLeafNodes, sameTypeLeafNodes }; }; //# sourceMappingURL=math.js.map