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402 lines
14 KiB
402 lines
14 KiB
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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 (global, factory) { |
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typeof exports === 'object' && typeof module !== 'undefined' ? factory(exports, require('echarts')) : |
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typeof define === 'function' && define.amd ? define(['exports', 'echarts'], factory) : |
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(global = typeof globalThis !== 'undefined' ? globalThis : global || self, factory(global.dataTool = {}, global.echarts)); |
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}(this, (function (exports, echarts) { 'use strict'; |
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var BUILTIN_OBJECT = reduce([ |
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'Function', |
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'RegExp', |
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'Date', |
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'Error', |
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'CanvasGradient', |
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'CanvasPattern', |
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'Image', |
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'Canvas' |
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], function (obj, val) { |
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obj['[object ' + val + ']'] = true; |
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return obj; |
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}, {}); |
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var TYPED_ARRAY = reduce([ |
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'Int8', |
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'Uint8', |
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'Uint8Clamped', |
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'Int16', |
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'Uint16', |
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'Int32', |
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'Uint32', |
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'Float32', |
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'Float64' |
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], function (obj, val) { |
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obj['[object ' + val + 'Array]'] = true; |
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return obj; |
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}, {}); |
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var arrayProto = Array.prototype; |
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var nativeSlice = arrayProto.slice; |
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var nativeMap = arrayProto.map; |
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var ctorFunction = function () { }.constructor; |
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var protoFunction = ctorFunction ? ctorFunction.prototype : null; |
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function map(arr, cb, context) { |
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if (!arr) { |
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return []; |
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} |
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if (!cb) { |
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return slice(arr); |
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} |
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if (arr.map && arr.map === nativeMap) { |
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return arr.map(cb, context); |
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} |
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else { |
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var result = []; |
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for (var i = 0, len = arr.length; i < len; i++) { |
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result.push(cb.call(context, arr[i], i, arr)); |
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} |
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return result; |
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} |
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} |
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function reduce(arr, cb, memo, context) { |
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if (!(arr && cb)) { |
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return; |
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} |
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for (var i = 0, len = arr.length; i < len; i++) { |
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memo = cb.call(context, memo, arr[i], i, arr); |
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} |
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return memo; |
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} |
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function bindPolyfill(func, context) { |
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var args = []; |
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for (var _i = 2; _i < arguments.length; _i++) { |
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args[_i - 2] = arguments[_i]; |
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} |
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return function () { |
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return func.apply(context, args.concat(nativeSlice.call(arguments))); |
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}; |
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} |
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var bind = (protoFunction && isFunction(protoFunction.bind)) |
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? protoFunction.call.bind(protoFunction.bind) |
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: bindPolyfill; |
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function isFunction(value) { |
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return typeof value === 'function'; |
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} |
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function slice(arr) { |
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var args = []; |
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for (var _i = 1; _i < arguments.length; _i++) { |
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args[_i - 1] = arguments[_i]; |
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} |
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return nativeSlice.apply(arr, args); |
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} |
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function parse(xml) { |
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var doc; |
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if (typeof xml === 'string') { |
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var parser = new DOMParser(); |
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doc = parser.parseFromString(xml, 'text/xml'); |
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} else { |
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doc = xml; |
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} |
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if (!doc || doc.getElementsByTagName('parsererror').length) { |
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return null; |
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} |
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var gexfRoot = getChildByTagName(doc, 'gexf'); |
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if (!gexfRoot) { |
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return null; |
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} |
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var graphRoot = getChildByTagName(gexfRoot, 'graph'); |
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var attributes = parseAttributes(getChildByTagName(graphRoot, 'attributes')); |
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var attributesMap = {}; |
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for (var i = 0; i < attributes.length; i++) { |
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attributesMap[attributes[i].id] = attributes[i]; |
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} |
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return { |
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nodes: parseNodes(getChildByTagName(graphRoot, 'nodes'), attributesMap), |
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links: parseEdges(getChildByTagName(graphRoot, 'edges')) |
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}; |
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} |
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function parseAttributes(parent) { |
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return parent ? map(getChildrenByTagName(parent, 'attribute'), function (attribDom) { |
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return { |
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id: getAttr(attribDom, 'id'), |
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title: getAttr(attribDom, 'title'), |
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type: getAttr(attribDom, 'type') |
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}; |
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}) : []; |
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} |
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function parseNodes(parent, attributesMap) { |
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return parent ? map(getChildrenByTagName(parent, 'node'), function (nodeDom) { |
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var id = getAttr(nodeDom, 'id'); |
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var label = getAttr(nodeDom, 'label'); |
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var node = { |
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id: id, |
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name: label, |
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itemStyle: { |
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normal: {} |
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} |
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}; |
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var vizSizeDom = getChildByTagName(nodeDom, 'viz:size'); |
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var vizPosDom = getChildByTagName(nodeDom, 'viz:position'); |
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var vizColorDom = getChildByTagName(nodeDom, 'viz:color'); |
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// let vizShapeDom = getChildByTagName(nodeDom, 'viz:shape'); |
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var attvaluesDom = getChildByTagName(nodeDom, 'attvalues'); |
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if (vizSizeDom) { |
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node.symbolSize = parseFloat(getAttr(vizSizeDom, 'value')); |
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} |
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if (vizPosDom) { |
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node.x = parseFloat(getAttr(vizPosDom, 'x')); |
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node.y = parseFloat(getAttr(vizPosDom, 'y')); |
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// z |
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} |
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if (vizColorDom) { |
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node.itemStyle.normal.color = 'rgb(' + [getAttr(vizColorDom, 'r') | 0, getAttr(vizColorDom, 'g') | 0, getAttr(vizColorDom, 'b') | 0].join(',') + ')'; |
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} |
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// if (vizShapeDom) { |
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// node.shape = getAttr(vizShapeDom, 'shape'); |
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// } |
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if (attvaluesDom) { |
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var attvalueDomList = getChildrenByTagName(attvaluesDom, 'attvalue'); |
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node.attributes = {}; |
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for (var j = 0; j < attvalueDomList.length; j++) { |
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var attvalueDom = attvalueDomList[j]; |
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var attId = getAttr(attvalueDom, 'for'); |
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var attValue = getAttr(attvalueDom, 'value'); |
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var attribute = attributesMap[attId]; |
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if (attribute) { |
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switch (attribute.type) { |
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case 'integer': |
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case 'long': |
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attValue = parseInt(attValue, 10); |
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break; |
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case 'float': |
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case 'double': |
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attValue = parseFloat(attValue); |
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break; |
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case 'boolean': |
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attValue = attValue.toLowerCase() === 'true'; |
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break; |
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} |
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node.attributes[attId] = attValue; |
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} |
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} |
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} |
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return node; |
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}) : []; |
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} |
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function parseEdges(parent) { |
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return parent ? map(getChildrenByTagName(parent, 'edge'), function (edgeDom) { |
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var id = getAttr(edgeDom, 'id'); |
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var label = getAttr(edgeDom, 'label'); |
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var sourceId = getAttr(edgeDom, 'source'); |
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var targetId = getAttr(edgeDom, 'target'); |
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var edge = { |
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id: id, |
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name: label, |
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source: sourceId, |
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target: targetId, |
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lineStyle: { |
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normal: {} |
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} |
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}; |
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var lineStyle = edge.lineStyle.normal; |
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var vizThicknessDom = getChildByTagName(edgeDom, 'viz:thickness'); |
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var vizColorDom = getChildByTagName(edgeDom, 'viz:color'); |
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// let vizShapeDom = getChildByTagName(edgeDom, 'viz:shape'); |
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if (vizThicknessDom) { |
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lineStyle.width = parseFloat(vizThicknessDom.getAttribute('value')); |
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} |
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if (vizColorDom) { |
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lineStyle.color = 'rgb(' + [getAttr(vizColorDom, 'r') | 0, getAttr(vizColorDom, 'g') | 0, getAttr(vizColorDom, 'b') | 0].join(',') + ')'; |
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} |
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// if (vizShapeDom) { |
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// edge.shape = vizShapeDom.getAttribute('shape'); |
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// } |
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return edge; |
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}) : []; |
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} |
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function getAttr(el, attrName) { |
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return el.getAttribute(attrName); |
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} |
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function getChildByTagName(parent, tagName) { |
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var node = parent.firstChild; |
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while (node) { |
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if (node.nodeType !== 1 || node.nodeName.toLowerCase() !== tagName.toLowerCase()) { |
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node = node.nextSibling; |
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} else { |
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return node; |
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} |
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} |
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return null; |
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} |
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function getChildrenByTagName(parent, tagName) { |
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var node = parent.firstChild; |
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var children = []; |
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while (node) { |
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if (node.nodeName.toLowerCase() === tagName.toLowerCase()) { |
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children.push(node); |
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} |
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node = node.nextSibling; |
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} |
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return children; |
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} |
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var gexf = /*#__PURE__*/Object.freeze({ |
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__proto__: null, |
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parse: parse |
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}); |
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|
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/* |
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* 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 |
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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, |
|
* 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 |
|
* specific language governing permissions and limitations |
|
* under the License. |
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*/ |
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|
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/** |
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* AUTO-GENERATED FILE. DO NOT MODIFY. |
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*/ |
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|
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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 |
|
* 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 |
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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, |
|
* 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 |
|
* specific language governing permissions and limitations |
|
* under the License. |
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*/ |
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function asc(arr) { |
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arr.sort(function (a, b) { |
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return a - b; |
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}); |
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return arr; |
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} |
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function quantile(ascArr, p) { |
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var H = (ascArr.length - 1) * p + 1; |
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var h = Math.floor(H); |
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var v = +ascArr[h - 1]; |
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var e = H - h; |
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return e ? v + e * (ascArr[h] - v) : v; |
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} |
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/** |
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* See: |
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* <https://en.wikipedia.org/wiki/Box_plot#cite_note-frigge_hoaglin_iglewicz-2> |
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* <http://stat.ethz.ch/R-manual/R-devel/library/grDevices/html/boxplot.stats.html> |
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* |
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* Helper method for preparing data. |
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* |
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* @param {Array.<number>} rawData like |
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* [ |
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* [12,232,443], (raw data set for the first box) |
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* [3843,5545,1232], (raw data set for the second box) |
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* ... |
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* ] |
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* @param {Object} [opt] |
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* |
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* @param {(number|string)} [opt.boundIQR=1.5] Data less than min bound is outlier. |
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* default 1.5, means Q1 - 1.5 * (Q3 - Q1). |
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* If 'none'/0 passed, min bound will not be used. |
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* @param {(number|string)} [opt.layout='horizontal'] |
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* Box plot layout, can be 'horizontal' or 'vertical' |
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* @return {Object} { |
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* boxData: Array.<Array.<number>> |
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* outliers: Array.<Array.<number>> |
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* axisData: Array.<string> |
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* } |
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*/ |
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function prepareBoxplotData (rawData, opt) { |
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opt = opt || {}; |
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var boxData = []; |
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var outliers = []; |
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var axisData = []; |
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var boundIQR = opt.boundIQR; |
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var useExtreme = boundIQR === 'none' || boundIQR === 0; |
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for (var i = 0; i < rawData.length; i++) { |
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axisData.push(i + ''); |
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var ascList = asc(rawData[i].slice()); |
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var Q1 = quantile(ascList, 0.25); |
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var Q2 = quantile(ascList, 0.5); |
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var Q3 = quantile(ascList, 0.75); |
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var min = ascList[0]; |
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var max = ascList[ascList.length - 1]; |
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var bound = (boundIQR == null ? 1.5 : boundIQR) * (Q3 - Q1); |
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var low = useExtreme ? min : Math.max(min, Q1 - bound); |
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var high = useExtreme ? max : Math.min(max, Q3 + bound); |
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boxData.push([low, Q1, Q2, Q3, high]); |
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for (var j = 0; j < ascList.length; j++) { |
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var dataItem = ascList[j]; |
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if (dataItem < low || dataItem > high) { |
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var outlier = [i, dataItem]; |
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opt.layout === 'vertical' && outlier.reverse(); |
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outliers.push(outlier); |
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} |
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} |
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} |
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return { |
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boxData: boxData, |
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outliers: outliers, |
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axisData: axisData |
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}; |
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} |
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// import { boxplotTransform } from './boxplotTransform.js'; |
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var version = '1.0.0'; |
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// export {boxplotTransform}; |
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// For backward compatibility, where the namespace `dataTool` will |
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// be mounted on `echarts` is the extension `dataTool` is imported. |
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// But the old version of echarts do not have `dataTool` namespace, |
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// so check it before mounting. |
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if (echarts.dataTool) { |
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echarts.dataTool.version = version; |
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echarts.dataTool.gexf = gexf; |
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echarts.dataTool.prepareBoxplotData = prepareBoxplotData; |
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// echarts.dataTool.boxplotTransform = boxplotTransform; |
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} |
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exports.gexf = gexf; |
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exports.prepareBoxplotData = prepareBoxplotData; |
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exports.version = version; |
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Object.defineProperty(exports, '__esModule', { value: true }); |
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}))); |
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//# sourceMappingURL=dataTool.js.map
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