| |
| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, |
| * software distributed under the License is distributed on an |
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| * KIND, either express or implied. See the License for the |
| * specific language governing permissions and limitations |
| * under the License. |
| */ |
| |
| (function (global, factory) { |
| typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports, require('echarts')) : |
| typeof define === 'function' && define.amd ? define(['exports', 'echarts'], factory) : |
| (global = typeof globalThis !== 'undefined' ? globalThis : global || self, factory(global.dataTool = {}, global.echarts)); |
| }(this, (function (exports, echarts) { 'use strict'; |
| |
| var arrayProto = Array.prototype; |
| var nativeSlice = arrayProto.slice; |
| var nativeMap = arrayProto.map; |
| var ctorFunction = function () { }.constructor; |
| var protoFunction = ctorFunction ? ctorFunction.prototype : null; |
| function map(arr, cb, context) { |
| if (!arr) { |
| return []; |
| } |
| if (!cb) { |
| return slice(arr); |
| } |
| if (arr.map && arr.map === nativeMap) { |
| return arr.map(cb, context); |
| } |
| else { |
| var result = []; |
| for (var i = 0, len = arr.length; i < len; i++) { |
| result.push(cb.call(context, arr[i], i, arr)); |
| } |
| return result; |
| } |
| } |
| function bindPolyfill(func, context) { |
| var args = []; |
| for (var _i = 2; _i < arguments.length; _i++) { |
| args[_i - 2] = arguments[_i]; |
| } |
| return function () { |
| return func.apply(context, args.concat(nativeSlice.call(arguments))); |
| }; |
| } |
| var bind = (protoFunction && isFunction(protoFunction.bind)) |
| ? protoFunction.call.bind(protoFunction.bind) |
| : bindPolyfill; |
| function isFunction(value) { |
| return typeof value === 'function'; |
| } |
| function slice(arr) { |
| var args = []; |
| for (var _i = 1; _i < arguments.length; _i++) { |
| args[_i - 1] = arguments[_i]; |
| } |
| return nativeSlice.apply(arr, args); |
| } |
| |
| function parse(xml) { |
| var doc; |
| |
| if (typeof xml === 'string') { |
| var parser = new DOMParser(); |
| doc = parser.parseFromString(xml, 'text/xml'); |
| } else { |
| doc = xml; |
| } |
| |
| if (!doc || doc.getElementsByTagName('parsererror').length) { |
| return null; |
| } |
| |
| var gexfRoot = getChildByTagName(doc, 'gexf'); |
| |
| if (!gexfRoot) { |
| return null; |
| } |
| |
| var graphRoot = getChildByTagName(gexfRoot, 'graph'); |
| var attributes = parseAttributes(getChildByTagName(graphRoot, 'attributes')); |
| var attributesMap = {}; |
| |
| for (var i = 0; i < attributes.length; i++) { |
| attributesMap[attributes[i].id] = attributes[i]; |
| } |
| |
| return { |
| nodes: parseNodes(getChildByTagName(graphRoot, 'nodes'), attributesMap), |
| links: parseEdges(getChildByTagName(graphRoot, 'edges')) |
| }; |
| } |
| |
| function parseAttributes(parent) { |
| return parent ? map(getChildrenByTagName(parent, 'attribute'), function (attribDom) { |
| return { |
| id: getAttr(attribDom, 'id'), |
| title: getAttr(attribDom, 'title'), |
| type: getAttr(attribDom, 'type') |
| }; |
| }) : []; |
| } |
| |
| function parseNodes(parent, attributesMap) { |
| return parent ? map(getChildrenByTagName(parent, 'node'), function (nodeDom) { |
| var id = getAttr(nodeDom, 'id'); |
| var label = getAttr(nodeDom, 'label'); |
| var node = { |
| id: id, |
| name: label, |
| itemStyle: { |
| normal: {} |
| } |
| }; |
| var vizSizeDom = getChildByTagName(nodeDom, 'viz:size'); |
| var vizPosDom = getChildByTagName(nodeDom, 'viz:position'); |
| var vizColorDom = getChildByTagName(nodeDom, 'viz:color'); // let vizShapeDom = getChildByTagName(nodeDom, 'viz:shape'); |
| |
| var attvaluesDom = getChildByTagName(nodeDom, 'attvalues'); |
| |
| if (vizSizeDom) { |
| node.symbolSize = parseFloat(getAttr(vizSizeDom, 'value')); |
| } |
| |
| if (vizPosDom) { |
| node.x = parseFloat(getAttr(vizPosDom, 'x')); |
| node.y = parseFloat(getAttr(vizPosDom, 'y')); // z |
| } |
| |
| if (vizColorDom) { |
| node.itemStyle.normal.color = 'rgb(' + [getAttr(vizColorDom, 'r') | 0, getAttr(vizColorDom, 'g') | 0, getAttr(vizColorDom, 'b') | 0].join(',') + ')'; |
| } // if (vizShapeDom) { |
| // node.shape = getAttr(vizShapeDom, 'shape'); |
| // } |
| |
| |
| if (attvaluesDom) { |
| var attvalueDomList = getChildrenByTagName(attvaluesDom, 'attvalue'); |
| node.attributes = {}; |
| |
| for (var j = 0; j < attvalueDomList.length; j++) { |
| var attvalueDom = attvalueDomList[j]; |
| var attId = getAttr(attvalueDom, 'for'); |
| var attValue = getAttr(attvalueDom, 'value'); |
| var attribute = attributesMap[attId]; |
| |
| if (attribute) { |
| switch (attribute.type) { |
| case 'integer': |
| case 'long': |
| attValue = parseInt(attValue, 10); |
| break; |
| |
| case 'float': |
| case 'double': |
| attValue = parseFloat(attValue); |
| break; |
| |
| case 'boolean': |
| attValue = attValue.toLowerCase() === 'true'; |
| break; |
| } |
| |
| node.attributes[attId] = attValue; |
| } |
| } |
| } |
| |
| return node; |
| }) : []; |
| } |
| |
| function parseEdges(parent) { |
| return parent ? map(getChildrenByTagName(parent, 'edge'), function (edgeDom) { |
| var id = getAttr(edgeDom, 'id'); |
| var label = getAttr(edgeDom, 'label'); |
| var sourceId = getAttr(edgeDom, 'source'); |
| var targetId = getAttr(edgeDom, 'target'); |
| var edge = { |
| id: id, |
| name: label, |
| source: sourceId, |
| target: targetId, |
| lineStyle: { |
| normal: {} |
| } |
| }; |
| var lineStyle = edge.lineStyle.normal; |
| var vizThicknessDom = getChildByTagName(edgeDom, 'viz:thickness'); |
| var vizColorDom = getChildByTagName(edgeDom, 'viz:color'); // let vizShapeDom = getChildByTagName(edgeDom, 'viz:shape'); |
| |
| if (vizThicknessDom) { |
| lineStyle.width = parseFloat(vizThicknessDom.getAttribute('value')); |
| } |
| |
| if (vizColorDom) { |
| lineStyle.color = 'rgb(' + [getAttr(vizColorDom, 'r') | 0, getAttr(vizColorDom, 'g') | 0, getAttr(vizColorDom, 'b') | 0].join(',') + ')'; |
| } // if (vizShapeDom) { |
| // edge.shape = vizShapeDom.getAttribute('shape'); |
| // } |
| |
| |
| return edge; |
| }) : []; |
| } |
| |
| function getAttr(el, attrName) { |
| return el.getAttribute(attrName); |
| } |
| |
| function getChildByTagName(parent, tagName) { |
| var node = parent.firstChild; |
| |
| while (node) { |
| if (node.nodeType !== 1 || node.nodeName.toLowerCase() !== tagName.toLowerCase()) { |
| node = node.nextSibling; |
| } else { |
| return node; |
| } |
| } |
| |
| return null; |
| } |
| |
| function getChildrenByTagName(parent, tagName) { |
| var node = parent.firstChild; |
| var children = []; |
| |
| while (node) { |
| if (node.nodeName.toLowerCase() === tagName.toLowerCase()) { |
| children.push(node); |
| } |
| |
| node = node.nextSibling; |
| } |
| |
| return children; |
| } |
| |
| var gexf = /*#__PURE__*/Object.freeze({ |
| __proto__: null, |
| parse: parse |
| }); |
| |
| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, |
| * software distributed under the License is distributed on an |
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| * KIND, either express or implied. See the License for the |
| * specific language governing permissions and limitations |
| * under the License. |
| */ |
| |
| |
| /** |
| * AUTO-GENERATED FILE. DO NOT MODIFY. |
| */ |
| |
| /* |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF licenses this file |
| * to you under the Apache License, Version 2.0 (the |
| * "License"); you may not use this file except in compliance |
| * with the License. You may obtain a copy of the License at |
| * |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * |
| * Unless required by applicable law or agreed to in writing, |
| * software distributed under the License is distributed on an |
| * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| * KIND, either express or implied. See the License for the |
| * specific language governing permissions and limitations |
| * under the License. |
| */ |
| function asc(arr) { |
| arr.sort(function (a, b) { |
| return a - b; |
| }); |
| return arr; |
| } |
| |
| function quantile(ascArr, p) { |
| var H = (ascArr.length - 1) * p + 1; |
| var h = Math.floor(H); |
| var v = +ascArr[h - 1]; |
| var e = H - h; |
| return e ? v + e * (ascArr[h] - v) : v; |
| } |
| /** |
| * See: |
| * <https://en.wikipedia.org/wiki/Box_plot#cite_note-frigge_hoaglin_iglewicz-2> |
| * <http://stat.ethz.ch/R-manual/R-devel/library/grDevices/html/boxplot.stats.html> |
| * |
| * Helper method for preparing data. |
| * |
| * @param {Array.<number>} rawData like |
| * [ |
| * [12,232,443], (raw data set for the first box) |
| * [3843,5545,1232], (raw data set for the second box) |
| * ... |
| * ] |
| * @param {Object} [opt] |
| * |
| * @param {(number|string)} [opt.boundIQR=1.5] Data less than min bound is outlier. |
| * default 1.5, means Q1 - 1.5 * (Q3 - Q1). |
| * If 'none'/0 passed, min bound will not be used. |
| * @param {(number|string)} [opt.layout='horizontal'] |
| * Box plot layout, can be 'horizontal' or 'vertical' |
| * @return {Object} { |
| * boxData: Array.<Array.<number>> |
| * outliers: Array.<Array.<number>> |
| * axisData: Array.<string> |
| * } |
| */ |
| |
| |
| function prepareBoxplotData (rawData, opt) { |
| opt = opt || {}; |
| var boxData = []; |
| var outliers = []; |
| var axisData = []; |
| var boundIQR = opt.boundIQR; |
| var useExtreme = boundIQR === 'none' || boundIQR === 0; |
| |
| for (var i = 0; i < rawData.length; i++) { |
| axisData.push(i + ''); |
| var ascList = asc(rawData[i].slice()); |
| var Q1 = quantile(ascList, 0.25); |
| var Q2 = quantile(ascList, 0.5); |
| var Q3 = quantile(ascList, 0.75); |
| var min = ascList[0]; |
| var max = ascList[ascList.length - 1]; |
| var bound = (boundIQR == null ? 1.5 : boundIQR) * (Q3 - Q1); |
| var low = useExtreme ? min : Math.max(min, Q1 - bound); |
| var high = useExtreme ? max : Math.min(max, Q3 + bound); |
| boxData.push([low, Q1, Q2, Q3, high]); |
| |
| for (var j = 0; j < ascList.length; j++) { |
| var dataItem = ascList[j]; |
| |
| if (dataItem < low || dataItem > high) { |
| var outlier = [i, dataItem]; |
| opt.layout === 'vertical' && outlier.reverse(); |
| outliers.push(outlier); |
| } |
| } |
| } |
| |
| return { |
| boxData: boxData, |
| outliers: outliers, |
| axisData: axisData |
| }; |
| } |
| |
| var version = '1.0.0'; |
| // For backward compatibility, where the namespace `dataTool` will |
| // be mounted on `echarts` is the extension `dataTool` is imported. |
| // But the old version of echarts do not have `dataTool` namespace, |
| // so check it before mounting. |
| |
| if (echarts.dataTool) { |
| echarts.dataTool.version = version; |
| echarts.dataTool.gexf = gexf; |
| echarts.dataTool.prepareBoxplotData = prepareBoxplotData; // echarts.dataTool.boxplotTransform = boxplotTransform; |
| } |
| |
| exports.gexf = gexf; |
| exports.prepareBoxplotData = prepareBoxplotData; |
| exports.version = version; |
| |
| Object.defineProperty(exports, '__esModule', { value: true }); |
| |
| }))); |
| //# sourceMappingURL=dataTool.js.map |