590 lines
18 KiB
JavaScript
590 lines
18 KiB
JavaScript
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing,
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* software distributed under the License is distributed on an
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* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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* KIND, either express or implied. See the License for the
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* specific language governing permissions and limitations
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* under the License.
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*/
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var layout = require("../../util/layout");
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var zrUtil = require("zrender/lib/core/util");
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var _model = require("../../util/model");
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var groupData = _model.groupData;
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/*
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* Licensed to the Apache Software Foundation (ASF) under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. The ASF licenses this file
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* to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing,
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* software distributed under the License is distributed on an
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* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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* KIND, either express or implied. See the License for the
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* specific language governing permissions and limitations
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* under the License.
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*/
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function _default(ecModel, api, payload) {
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ecModel.eachSeriesByType('sankey', function (seriesModel) {
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var nodeWidth = seriesModel.get('nodeWidth');
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var nodeGap = seriesModel.get('nodeGap');
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var layoutInfo = getViewRect(seriesModel, api);
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seriesModel.layoutInfo = layoutInfo;
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var width = layoutInfo.width;
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var height = layoutInfo.height;
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var graph = seriesModel.getGraph();
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var nodes = graph.nodes;
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var edges = graph.edges;
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computeNodeValues(nodes);
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var filteredNodes = zrUtil.filter(nodes, function (node) {
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return node.getLayout().value === 0;
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});
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var iterations = filteredNodes.length !== 0 ? 0 : seriesModel.get('layoutIterations');
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var orient = seriesModel.get('orient');
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var nodeAlign = seriesModel.get('nodeAlign');
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layoutSankey(nodes, edges, nodeWidth, nodeGap, width, height, iterations, orient, nodeAlign);
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});
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}
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/**
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* Get the layout position of the whole view
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*
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* @param {module:echarts/model/Series} seriesModel the model object of sankey series
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* @param {module:echarts/ExtensionAPI} api provide the API list that the developer can call
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* @return {module:zrender/core/BoundingRect} size of rect to draw the sankey view
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*/
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function getViewRect(seriesModel, api) {
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return layout.getLayoutRect(seriesModel.getBoxLayoutParams(), {
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width: api.getWidth(),
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height: api.getHeight()
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});
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}
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function layoutSankey(nodes, edges, nodeWidth, nodeGap, width, height, iterations, orient, nodeAlign) {
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computeNodeBreadths(nodes, edges, nodeWidth, width, height, orient, nodeAlign);
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computeNodeDepths(nodes, edges, height, width, nodeGap, iterations, orient);
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computeEdgeDepths(nodes, orient);
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}
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/**
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* Compute the value of each node by summing the associated edge's value
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*
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* @param {module:echarts/data/Graph~Node} nodes node of sankey view
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*/
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function computeNodeValues(nodes) {
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zrUtil.each(nodes, function (node) {
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var value1 = sum(node.outEdges, getEdgeValue);
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var value2 = sum(node.inEdges, getEdgeValue);
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var nodeRawValue = node.getValue() || 0;
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var value = Math.max(value1, value2, nodeRawValue);
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node.setLayout({
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value: value
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}, true);
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});
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}
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/**
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* Compute the x-position for each node.
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*
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* Here we use Kahn algorithm to detect cycle when we traverse
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* the node to computer the initial x position.
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*
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* @param {module:echarts/data/Graph~Node} nodes node of sankey view
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* @param {number} nodeWidth the dx of the node
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* @param {number} width the whole width of the area to draw the view
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*/
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function computeNodeBreadths(nodes, edges, nodeWidth, width, height, orient, nodeAlign) {
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// Used to mark whether the edge is deleted. if it is deleted,
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// the value is 0, otherwise it is 1.
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var remainEdges = []; // Storage each node's indegree.
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var indegreeArr = []; //Used to storage the node with indegree is equal to 0.
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var zeroIndegrees = [];
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var nextTargetNode = [];
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var x = 0;
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var kx = 0;
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for (var i = 0; i < edges.length; i++) {
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remainEdges[i] = 1;
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}
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for (i = 0; i < nodes.length; i++) {
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indegreeArr[i] = nodes[i].inEdges.length;
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if (indegreeArr[i] === 0) {
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zeroIndegrees.push(nodes[i]);
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}
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}
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var maxNodeDepth = -1; // Traversing nodes using topological sorting to calculate the
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// horizontal(if orient === 'horizontal') or vertical(if orient === 'vertical')
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// position of the nodes.
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while (zeroIndegrees.length) {
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for (var idx = 0; idx < zeroIndegrees.length; idx++) {
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var node = zeroIndegrees[idx];
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var item = node.hostGraph.data.getRawDataItem(node.dataIndex);
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var isItemDepth = item.depth != null && item.depth >= 0;
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if (isItemDepth && item.depth > maxNodeDepth) {
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maxNodeDepth = item.depth;
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}
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node.setLayout({
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depth: isItemDepth ? item.depth : x
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}, true);
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orient === 'vertical' ? node.setLayout({
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dy: nodeWidth
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}, true) : node.setLayout({
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dx: nodeWidth
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}, true);
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for (var edgeIdx = 0; edgeIdx < node.outEdges.length; edgeIdx++) {
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var edge = node.outEdges[edgeIdx];
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var indexEdge = edges.indexOf(edge);
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remainEdges[indexEdge] = 0;
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var targetNode = edge.node2;
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var nodeIndex = nodes.indexOf(targetNode);
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if (--indegreeArr[nodeIndex] === 0 && nextTargetNode.indexOf(targetNode) < 0) {
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nextTargetNode.push(targetNode);
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}
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}
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}
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++x;
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zeroIndegrees = nextTargetNode;
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nextTargetNode = [];
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}
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for (i = 0; i < remainEdges.length; i++) {
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if (remainEdges[i] === 1) {
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throw new Error('Sankey is a DAG, the original data has cycle!');
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}
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}
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var maxDepth = maxNodeDepth > x - 1 ? maxNodeDepth : x - 1;
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if (nodeAlign && nodeAlign !== 'left') {
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adjustNodeWithNodeAlign(nodes, nodeAlign, orient, maxDepth);
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}
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var kx = orient === 'vertical' ? (height - nodeWidth) / maxDepth : (width - nodeWidth) / maxDepth;
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scaleNodeBreadths(nodes, kx, orient);
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}
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function isNodeDepth(node) {
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var item = node.hostGraph.data.getRawDataItem(node.dataIndex);
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return item.depth != null && item.depth >= 0;
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}
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function adjustNodeWithNodeAlign(nodes, nodeAlign, orient, maxDepth) {
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if (nodeAlign === 'right') {
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var nextSourceNode = [];
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var remainNodes = nodes;
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var nodeHeight = 0;
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while (remainNodes.length) {
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for (var i = 0; i < remainNodes.length; i++) {
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var node = remainNodes[i];
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node.setLayout({
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skNodeHeight: nodeHeight
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}, true);
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for (var j = 0; j < node.inEdges.length; j++) {
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var edge = node.inEdges[j];
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if (nextSourceNode.indexOf(edge.node1) < 0) {
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nextSourceNode.push(edge.node1);
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}
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}
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}
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remainNodes = nextSourceNode;
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nextSourceNode = [];
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++nodeHeight;
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}
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zrUtil.each(nodes, function (node) {
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if (!isNodeDepth(node)) {
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node.setLayout({
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depth: Math.max(0, maxDepth - node.getLayout().skNodeHeight)
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}, true);
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}
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});
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} else if (nodeAlign === 'justify') {
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moveSinksRight(nodes, maxDepth);
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}
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}
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/**
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* All the node without outEgdes are assigned maximum x-position and
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* be aligned in the last column.
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*
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* @param {module:echarts/data/Graph~Node} nodes. node of sankey view.
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* @param {number} maxDepth. use to assign to node without outEdges as x-position.
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*/
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function moveSinksRight(nodes, maxDepth) {
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zrUtil.each(nodes, function (node) {
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if (!isNodeDepth(node) && !node.outEdges.length) {
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node.setLayout({
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depth: maxDepth
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}, true);
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}
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});
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}
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/**
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* Scale node x-position to the width
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*
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* @param {module:echarts/data/Graph~Node} nodes node of sankey view
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* @param {number} kx multiple used to scale nodes
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*/
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function scaleNodeBreadths(nodes, kx, orient) {
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zrUtil.each(nodes, function (node) {
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var nodeDepth = node.getLayout().depth * kx;
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orient === 'vertical' ? node.setLayout({
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y: nodeDepth
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}, true) : node.setLayout({
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x: nodeDepth
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}, true);
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});
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}
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/**
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* Using Gauss-Seidel iterations method to compute the node depth(y-position)
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*
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* @param {module:echarts/data/Graph~Node} nodes node of sankey view
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* @param {module:echarts/data/Graph~Edge} edges edge of sankey view
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* @param {number} height the whole height of the area to draw the view
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* @param {number} nodeGap the vertical distance between two nodes
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* in the same column.
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* @param {number} iterations the number of iterations for the algorithm
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*/
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function computeNodeDepths(nodes, edges, height, width, nodeGap, iterations, orient) {
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var nodesByBreadth = prepareNodesByBreadth(nodes, orient);
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initializeNodeDepth(nodesByBreadth, edges, height, width, nodeGap, orient);
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resolveCollisions(nodesByBreadth, nodeGap, height, width, orient);
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for (var alpha = 1; iterations > 0; iterations--) {
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// 0.99 is a experience parameter, ensure that each iterations of
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// changes as small as possible.
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alpha *= 0.99;
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relaxRightToLeft(nodesByBreadth, alpha, orient);
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resolveCollisions(nodesByBreadth, nodeGap, height, width, orient);
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relaxLeftToRight(nodesByBreadth, alpha, orient);
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resolveCollisions(nodesByBreadth, nodeGap, height, width, orient);
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}
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}
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function prepareNodesByBreadth(nodes, orient) {
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var nodesByBreadth = [];
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var keyAttr = orient === 'vertical' ? 'y' : 'x';
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var groupResult = groupData(nodes, function (node) {
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return node.getLayout()[keyAttr];
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});
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groupResult.keys.sort(function (a, b) {
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return a - b;
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});
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zrUtil.each(groupResult.keys, function (key) {
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nodesByBreadth.push(groupResult.buckets.get(key));
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});
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return nodesByBreadth;
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}
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/**
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* Compute the original y-position for each node
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*
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* @param {module:echarts/data/Graph~Node} nodes node of sankey view
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* @param {Array.<Array.<module:echarts/data/Graph~Node>>} nodesByBreadth
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* group by the array of all sankey nodes based on the nodes x-position.
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* @param {module:echarts/data/Graph~Edge} edges edge of sankey view
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* @param {number} height the whole height of the area to draw the view
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* @param {number} nodeGap the vertical distance between two nodes
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*/
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function initializeNodeDepth(nodesByBreadth, edges, height, width, nodeGap, orient) {
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var minKy = Infinity;
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zrUtil.each(nodesByBreadth, function (nodes) {
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var n = nodes.length;
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var sum = 0;
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zrUtil.each(nodes, function (node) {
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sum += node.getLayout().value;
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});
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var ky = orient === 'vertical' ? (width - (n - 1) * nodeGap) / sum : (height - (n - 1) * nodeGap) / sum;
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if (ky < minKy) {
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minKy = ky;
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}
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});
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zrUtil.each(nodesByBreadth, function (nodes) {
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zrUtil.each(nodes, function (node, i) {
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var nodeDy = node.getLayout().value * minKy;
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if (orient === 'vertical') {
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node.setLayout({
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x: i
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}, true);
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node.setLayout({
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dx: nodeDy
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}, true);
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} else {
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node.setLayout({
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y: i
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}, true);
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node.setLayout({
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dy: nodeDy
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}, true);
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}
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});
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});
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zrUtil.each(edges, function (edge) {
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var edgeDy = +edge.getValue() * minKy;
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edge.setLayout({
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dy: edgeDy
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|
|
}, true);
|
||
|
|
});
|
||
|
|
}
|
||
|
|
/**
|
||
|
|
* Resolve the collision of initialized depth (y-position)
|
||
|
|
*
|
||
|
|
* @param {Array.<Array.<module:echarts/data/Graph~Node>>} nodesByBreadth
|
||
|
|
* group by the array of all sankey nodes based on the nodes x-position.
|
||
|
|
* @param {number} nodeGap the vertical distance between two nodes
|
||
|
|
* @param {number} height the whole height of the area to draw the view
|
||
|
|
*/
|
||
|
|
|
||
|
|
|
||
|
|
function resolveCollisions(nodesByBreadth, nodeGap, height, width, orient) {
|
||
|
|
var keyAttr = orient === 'vertical' ? 'x' : 'y';
|
||
|
|
zrUtil.each(nodesByBreadth, function (nodes) {
|
||
|
|
nodes.sort(function (a, b) {
|
||
|
|
return a.getLayout()[keyAttr] - b.getLayout()[keyAttr];
|
||
|
|
});
|
||
|
|
var nodeX;
|
||
|
|
var node;
|
||
|
|
var dy;
|
||
|
|
var y0 = 0;
|
||
|
|
var n = nodes.length;
|
||
|
|
var nodeDyAttr = orient === 'vertical' ? 'dx' : 'dy';
|
||
|
|
|
||
|
|
for (var i = 0; i < n; i++) {
|
||
|
|
node = nodes[i];
|
||
|
|
dy = y0 - node.getLayout()[keyAttr];
|
||
|
|
|
||
|
|
if (dy > 0) {
|
||
|
|
nodeX = node.getLayout()[keyAttr] + dy;
|
||
|
|
orient === 'vertical' ? node.setLayout({
|
||
|
|
x: nodeX
|
||
|
|
}, true) : node.setLayout({
|
||
|
|
y: nodeX
|
||
|
|
}, true);
|
||
|
|
}
|
||
|
|
|
||
|
|
y0 = node.getLayout()[keyAttr] + node.getLayout()[nodeDyAttr] + nodeGap;
|
||
|
|
}
|
||
|
|
|
||
|
|
var viewWidth = orient === 'vertical' ? width : height; // If the bottommost node goes outside the bounds, push it back up
|
||
|
|
|
||
|
|
dy = y0 - nodeGap - viewWidth;
|
||
|
|
|
||
|
|
if (dy > 0) {
|
||
|
|
nodeX = node.getLayout()[keyAttr] - dy;
|
||
|
|
orient === 'vertical' ? node.setLayout({
|
||
|
|
x: nodeX
|
||
|
|
}, true) : node.setLayout({
|
||
|
|
y: nodeX
|
||
|
|
}, true);
|
||
|
|
y0 = nodeX;
|
||
|
|
|
||
|
|
for (i = n - 2; i >= 0; --i) {
|
||
|
|
node = nodes[i];
|
||
|
|
dy = node.getLayout()[keyAttr] + node.getLayout()[nodeDyAttr] + nodeGap - y0;
|
||
|
|
|
||
|
|
if (dy > 0) {
|
||
|
|
nodeX = node.getLayout()[keyAttr] - dy;
|
||
|
|
orient === 'vertical' ? node.setLayout({
|
||
|
|
x: nodeX
|
||
|
|
}, true) : node.setLayout({
|
||
|
|
y: nodeX
|
||
|
|
}, true);
|
||
|
|
}
|
||
|
|
|
||
|
|
y0 = node.getLayout()[keyAttr];
|
||
|
|
}
|
||
|
|
}
|
||
|
|
});
|
||
|
|
}
|
||
|
|
/**
|
||
|
|
* Change the y-position of the nodes, except most the right side nodes
|
||
|
|
*
|
||
|
|
* @param {Array.<Array.<module:echarts/data/Graph~Node>>} nodesByBreadth
|
||
|
|
* group by the array of all sankey nodes based on the node x-position.
|
||
|
|
* @param {number} alpha parameter used to adjust the nodes y-position
|
||
|
|
*/
|
||
|
|
|
||
|
|
|
||
|
|
function relaxRightToLeft(nodesByBreadth, alpha, orient) {
|
||
|
|
zrUtil.each(nodesByBreadth.slice().reverse(), function (nodes) {
|
||
|
|
zrUtil.each(nodes, function (node) {
|
||
|
|
if (node.outEdges.length) {
|
||
|
|
var y = sum(node.outEdges, weightedTarget, orient) / sum(node.outEdges, getEdgeValue, orient);
|
||
|
|
|
||
|
|
if (isNaN(y)) {
|
||
|
|
var len = node.outEdges.length;
|
||
|
|
y = len ? sum(node.outEdges, centerTarget, orient) / len : 0;
|
||
|
|
}
|
||
|
|
|
||
|
|
if (orient === 'vertical') {
|
||
|
|
var nodeX = node.getLayout().x + (y - center(node, orient)) * alpha;
|
||
|
|
node.setLayout({
|
||
|
|
x: nodeX
|
||
|
|
}, true);
|
||
|
|
} else {
|
||
|
|
var nodeY = node.getLayout().y + (y - center(node, orient)) * alpha;
|
||
|
|
node.setLayout({
|
||
|
|
y: nodeY
|
||
|
|
}, true);
|
||
|
|
}
|
||
|
|
}
|
||
|
|
});
|
||
|
|
});
|
||
|
|
}
|
||
|
|
|
||
|
|
function weightedTarget(edge, orient) {
|
||
|
|
return center(edge.node2, orient) * edge.getValue();
|
||
|
|
}
|
||
|
|
|
||
|
|
function centerTarget(edge, orient) {
|
||
|
|
return center(edge.node2, orient);
|
||
|
|
}
|
||
|
|
|
||
|
|
function weightedSource(edge, orient) {
|
||
|
|
return center(edge.node1, orient) * edge.getValue();
|
||
|
|
}
|
||
|
|
|
||
|
|
function centerSource(edge, orient) {
|
||
|
|
return center(edge.node1, orient);
|
||
|
|
}
|
||
|
|
|
||
|
|
function center(node, orient) {
|
||
|
|
return orient === 'vertical' ? node.getLayout().x + node.getLayout().dx / 2 : node.getLayout().y + node.getLayout().dy / 2;
|
||
|
|
}
|
||
|
|
|
||
|
|
function getEdgeValue(edge) {
|
||
|
|
return edge.getValue();
|
||
|
|
}
|
||
|
|
|
||
|
|
function sum(array, cb, orient) {
|
||
|
|
var sum = 0;
|
||
|
|
var len = array.length;
|
||
|
|
var i = -1;
|
||
|
|
|
||
|
|
while (++i < len) {
|
||
|
|
var value = +cb.call(array, array[i], orient);
|
||
|
|
|
||
|
|
if (!isNaN(value)) {
|
||
|
|
sum += value;
|
||
|
|
}
|
||
|
|
}
|
||
|
|
|
||
|
|
return sum;
|
||
|
|
}
|
||
|
|
/**
|
||
|
|
* Change the y-position of the nodes, except most the left side nodes
|
||
|
|
*
|
||
|
|
* @param {Array.<Array.<module:echarts/data/Graph~Node>>} nodesByBreadth
|
||
|
|
* group by the array of all sankey nodes based on the node x-position.
|
||
|
|
* @param {number} alpha parameter used to adjust the nodes y-position
|
||
|
|
*/
|
||
|
|
|
||
|
|
|
||
|
|
function relaxLeftToRight(nodesByBreadth, alpha, orient) {
|
||
|
|
zrUtil.each(nodesByBreadth, function (nodes) {
|
||
|
|
zrUtil.each(nodes, function (node) {
|
||
|
|
if (node.inEdges.length) {
|
||
|
|
var y = sum(node.inEdges, weightedSource, orient) / sum(node.inEdges, getEdgeValue, orient);
|
||
|
|
|
||
|
|
if (isNaN(y)) {
|
||
|
|
var len = node.inEdges.length;
|
||
|
|
y = len ? sum(node.inEdges, centerSource, orient) / len : 0;
|
||
|
|
}
|
||
|
|
|
||
|
|
if (orient === 'vertical') {
|
||
|
|
var nodeX = node.getLayout().x + (y - center(node, orient)) * alpha;
|
||
|
|
node.setLayout({
|
||
|
|
x: nodeX
|
||
|
|
}, true);
|
||
|
|
} else {
|
||
|
|
var nodeY = node.getLayout().y + (y - center(node, orient)) * alpha;
|
||
|
|
node.setLayout({
|
||
|
|
y: nodeY
|
||
|
|
}, true);
|
||
|
|
}
|
||
|
|
}
|
||
|
|
});
|
||
|
|
});
|
||
|
|
}
|
||
|
|
/**
|
||
|
|
* Compute the depth(y-position) of each edge
|
||
|
|
*
|
||
|
|
* @param {module:echarts/data/Graph~Node} nodes node of sankey view
|
||
|
|
*/
|
||
|
|
|
||
|
|
|
||
|
|
function computeEdgeDepths(nodes, orient) {
|
||
|
|
var keyAttr = orient === 'vertical' ? 'x' : 'y';
|
||
|
|
zrUtil.each(nodes, function (node) {
|
||
|
|
node.outEdges.sort(function (a, b) {
|
||
|
|
return a.node2.getLayout()[keyAttr] - b.node2.getLayout()[keyAttr];
|
||
|
|
});
|
||
|
|
node.inEdges.sort(function (a, b) {
|
||
|
|
return a.node1.getLayout()[keyAttr] - b.node1.getLayout()[keyAttr];
|
||
|
|
});
|
||
|
|
});
|
||
|
|
zrUtil.each(nodes, function (node) {
|
||
|
|
var sy = 0;
|
||
|
|
var ty = 0;
|
||
|
|
zrUtil.each(node.outEdges, function (edge) {
|
||
|
|
edge.setLayout({
|
||
|
|
sy: sy
|
||
|
|
}, true);
|
||
|
|
sy += edge.getLayout().dy;
|
||
|
|
});
|
||
|
|
zrUtil.each(node.inEdges, function (edge) {
|
||
|
|
edge.setLayout({
|
||
|
|
ty: ty
|
||
|
|
}, true);
|
||
|
|
ty += edge.getLayout().dy;
|
||
|
|
});
|
||
|
|
});
|
||
|
|
}
|
||
|
|
|
||
|
|
module.exports = _default;
|