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1 line
54 KiB
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{"version":3,"file":"dataTool.js","sources":["../../node_modules/zrender/src/core/util.js","../../extension-src/dataTool/gexf.js","../../src/util/number.js","../../extension-src/dataTool/prepareBoxplotData.js","../../extension-src/dataTool/index.js"],"sourcesContent":["/**\n * @module zrender/core/util\n */\n\n// 用于处理merge时无法遍历Date等对象的问题\nvar BUILTIN_OBJECT = {\n '[object Function]': 1,\n '[object RegExp]': 1,\n '[object Date]': 1,\n '[object Error]': 1,\n '[object CanvasGradient]': 1,\n '[object CanvasPattern]': 1,\n // For node-canvas\n '[object Image]': 1,\n '[object Canvas]': 1\n};\n\nvar TYPED_ARRAY = {\n '[object Int8Array]': 1,\n '[object Uint8Array]': 1,\n '[object Uint8ClampedArray]': 1,\n '[object Int16Array]': 1,\n '[object Uint16Array]': 1,\n '[object Int32Array]': 1,\n '[object Uint32Array]': 1,\n '[object Float32Array]': 1,\n '[object Float64Array]': 1\n};\n\nvar objToString = Object.prototype.toString;\n\nvar arrayProto = Array.prototype;\nvar nativeForEach = arrayProto.forEach;\nvar nativeFilter = arrayProto.filter;\nvar nativeSlice = arrayProto.slice;\nvar nativeMap = arrayProto.map;\nvar nativeReduce = arrayProto.reduce;\n\n// Avoid assign to an exported variable, for transforming to cjs.\nvar methods = {};\n\nexport function $override(name, fn) {\n // Clear ctx instance for different environment\n if (name === 'createCanvas') {\n _ctx = null;\n }\n\n methods[name] = fn;\n}\n\n/**\n * Those data types can be cloned:\n * Plain object, Array, TypedArray, number, string, null, undefined.\n * Those data types will be assgined using the orginal data:\n * BUILTIN_OBJECT\n * Instance of user defined class will be cloned to a plain object, without\n * properties in prototype.\n * Other data types is not supported (not sure what will happen).\n *\n * Caution: do not support clone Date, for performance consideration.\n * (There might be a large number of date in `series.data`).\n * So date should not be modified in and out of echarts.\n *\n * @param {*} source\n * @return {*} new\n */\nexport function clone(source) {\n if (source == null || typeof source !== 'object') {\n return source;\n }\n\n var result = source;\n var typeStr = objToString.call(source);\n\n if (typeStr === '[object Array]') {\n if (!isPrimitive(source)) {\n result = [];\n for (var i = 0, len = source.length; i < len; i++) {\n result[i] = clone(source[i]);\n }\n }\n }\n else if (TYPED_ARRAY[typeStr]) {\n if (!isPrimitive(source)) {\n var Ctor = source.constructor;\n if (source.constructor.from) {\n result = Ctor.from(source);\n }\n else {\n result = new Ctor(source.length);\n for (var i = 0, len = source.length; i < len; i++) {\n result[i] = clone(source[i]);\n }\n }\n }\n }\n else if (!BUILTIN_OBJECT[typeStr] && !isPrimitive(source) && !isDom(source)) {\n result = {};\n for (var key in source) {\n if (source.hasOwnProperty(key)) {\n result[key] = clone(source[key]);\n }\n }\n }\n\n return result;\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} target\n * @param {*} source\n * @param {boolean} [overwrite=false]\n */\nexport function merge(target, source, overwrite) {\n // We should escapse that source is string\n // and enter for ... in ...\n if (!isObject(source) || !isObject(target)) {\n return overwrite ? clone(source) : target;\n }\n\n for (var key in source) {\n if (source.hasOwnProperty(key)) {\n var targetProp = target[key];\n var sourceProp = source[key];\n\n if (isObject(sourceProp)\n && isObject(targetProp)\n && !isArray(sourceProp)\n && !isArray(targetProp)\n && !isDom(sourceProp)\n && !isDom(targetProp)\n && !isBuiltInObject(sourceProp)\n && !isBuiltInObject(targetProp)\n && !isPrimitive(sourceProp)\n && !isPrimitive(targetProp)\n ) {\n // 如果需要递归覆盖，就递归调用merge\n merge(targetProp, sourceProp, overwrite);\n }\n else if (overwrite || !(key in target)) {\n // 否则只处理overwrite为true，或者在目标对象中没有此属性的情况\n // NOTE，在 target[key] 不存在的时候也是直接覆盖\n target[key] = clone(source[key], true);\n }\n }\n }\n\n return target;\n}\n\n/**\n * @param {Array} targetAndSources The first item is target, and the rests are source.\n * @param {boolean} [overwrite=false]\n * @return {*} target\n */\nexport function mergeAll(targetAndSources, overwrite) {\n var result = targetAndSources[0];\n for (var i = 1, len = targetAndSources.length; i < len; i++) {\n result = merge(result, targetAndSources[i], overwrite);\n }\n return result;\n}\n\n/**\n * @param {*} target\n * @param {*} source\n * @memberOf module:zrender/core/util\n */\nexport function extend(target, source) {\n for (var key in source) {\n if (source.hasOwnProperty(key)) {\n target[key] = source[key];\n }\n }\n return target;\n}\n\n/**\n * @param {*} target\n * @param {*} source\n * @param {boolean} [overlay=false]\n * @memberOf module:zrender/core/util\n */\nexport function defaults(target, source, overlay) {\n for (var key in source) {\n if (source.hasOwnProperty(key)\n && (overlay ? source[key] != null : target[key] == null)\n ) {\n target[key] = source[key];\n }\n }\n return target;\n}\n\nexport var createCanvas = function () {\n return methods.createCanvas();\n};\n\nmethods.createCanvas = function () {\n return document.createElement('canvas');\n};\n\n// FIXME\nvar _ctx;\n\nexport function getContext() {\n if (!_ctx) {\n // Use util.createCanvas instead of createCanvas\n // because createCanvas may be overwritten in different environment\n _ctx = createCanvas().getContext('2d');\n }\n return _ctx;\n}\n\n/**\n * 查询数组中元素的index\n * @memberOf module:zrender/core/util\n */\nexport function indexOf(array, value) {\n if (array) {\n if (array.indexOf) {\n return array.indexOf(value);\n }\n for (var i = 0, len = array.length; i < len; i++) {\n if (array[i] === value) {\n return i;\n }\n }\n }\n return -1;\n}\n\n/**\n * 构造类继承关系\n *\n * @memberOf module:zrender/core/util\n * @param {Function} clazz 源类\n * @param {Function} baseClazz 基类\n */\nexport function inherits(clazz, baseClazz) {\n var clazzPrototype = clazz.prototype;\n function F() {}\n F.prototype = baseClazz.prototype;\n clazz.prototype = new F();\n\n for (var prop in clazzPrototype) {\n if (clazzPrototype.hasOwnProperty(prop)) {\n clazz.prototype[prop] = clazzPrototype[prop];\n }\n }\n clazz.prototype.constructor = clazz;\n clazz.superClass = baseClazz;\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {Object|Function} target\n * @param {Object|Function} sorce\n * @param {boolean} overlay\n */\nexport function mixin(target, source, overlay) {\n target = 'prototype' in target ? target.prototype : target;\n source = 'prototype' in source ? source.prototype : source;\n\n defaults(target, source, overlay);\n}\n\n/**\n * Consider typed array.\n * @param {Array|TypedArray} data\n */\nexport function isArrayLike(data) {\n if (!data) {\n return;\n }\n if (typeof data === 'string') {\n return false;\n }\n return typeof data.length === 'number';\n}\n\n/**\n * 数组或对象遍历\n * @memberOf module:zrender/core/util\n * @param {Object|Array} obj\n * @param {Function} cb\n * @param {*} [context]\n */\nexport function each(obj, cb, context) {\n if (!(obj && cb)) {\n return;\n }\n if (obj.forEach && obj.forEach === nativeForEach) {\n obj.forEach(cb, context);\n }\n else if (obj.length === +obj.length) {\n for (var i = 0, len = obj.length; i < len; i++) {\n cb.call(context, obj[i], i, obj);\n }\n }\n else {\n for (var key in obj) {\n if (obj.hasOwnProperty(key)) {\n cb.call(context, obj[key], key, obj);\n }\n }\n }\n}\n\n/**\n * 数组映射\n * @memberOf module:zrender/core/util\n * @param {Array} obj\n * @param {Function} cb\n * @param {*} [context]\n * @return {Array}\n */\nexport function map(obj, cb, context) {\n if (!(obj && cb)) {\n return;\n }\n if (obj.map && obj.map === nativeMap) {\n return obj.map(cb, context);\n }\n else {\n var result = [];\n for (var i = 0, len = obj.length; i < len; i++) {\n result.push(cb.call(context, obj[i], i, obj));\n }\n return result;\n }\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {Array} obj\n * @param {Function} cb\n * @param {Object} [memo]\n * @param {*} [context]\n * @return {Array}\n */\nexport function reduce(obj, cb, memo, context) {\n if (!(obj && cb)) {\n return;\n }\n if (obj.reduce && obj.reduce === nativeReduce) {\n return obj.reduce(cb, memo, context);\n }\n else {\n for (var i = 0, len = obj.length; i < len; i++) {\n memo = cb.call(context, memo, obj[i], i, obj);\n }\n return memo;\n }\n}\n\n/**\n * 数组过滤\n * @memberOf module:zrender/core/util\n * @param {Array} obj\n * @param {Function} cb\n * @param {*} [context]\n * @return {Array}\n */\nexport function filter(obj, cb, context) {\n if (!(obj && cb)) {\n return;\n }\n if (obj.filter && obj.filter === nativeFilter) {\n return obj.filter(cb, context);\n }\n else {\n var result = [];\n for (var i = 0, len = obj.length; i < len; i++) {\n if (cb.call(context, obj[i], i, obj)) {\n result.push(obj[i]);\n }\n }\n return result;\n }\n}\n\n/**\n * 数组项查找\n * @memberOf module:zrender/core/util\n * @param {Array} obj\n * @param {Function} cb\n * @param {*} [context]\n * @return {*}\n */\nexport function find(obj, cb, context) {\n if (!(obj && cb)) {\n return;\n }\n for (var i = 0, len = obj.length; i < len; i++) {\n if (cb.call(context, obj[i], i, obj)) {\n return obj[i];\n }\n }\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {Function} func\n * @param {*} context\n * @return {Function}\n */\nexport function bind(func, context) {\n var args = nativeSlice.call(arguments, 2);\n return function () {\n return func.apply(context, args.concat(nativeSlice.call(arguments)));\n };\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {Function} func\n * @return {Function}\n */\nexport function curry(func) {\n var args = nativeSlice.call(arguments, 1);\n return function () {\n return func.apply(this, args.concat(nativeSlice.call(arguments)));\n };\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} value\n * @return {boolean}\n */\nexport function isArray(value) {\n return objToString.call(value) === '[object Array]';\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} value\n * @return {boolean}\n */\nexport function isFunction(value) {\n return typeof value === 'function';\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} value\n * @return {boolean}\n */\nexport function isString(value) {\n return objToString.call(value) === '[object String]';\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} value\n * @return {boolean}\n */\nexport function isObject(value) {\n // Avoid a V8 JIT bug in Chrome 19-20.\n // See https://code.google.com/p/v8/issues/detail?id=2291 for more details.\n var type = typeof value;\n return type === 'function' || (!!value && type === 'object');\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} value\n * @return {boolean}\n */\nexport function isBuiltInObject(value) {\n return !!BUILTIN_OBJECT[objToString.call(value)];\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} value\n * @return {boolean}\n */\nexport function isTypedArray(value) {\n return !!TYPED_ARRAY[objToString.call(value)];\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {*} value\n * @return {boolean}\n */\nexport function isDom(value) {\n return typeof value === 'object'\n && typeof value.nodeType === 'number'\n && typeof value.ownerDocument === 'object';\n}\n\n/**\n * Whether is exactly NaN. Notice isNaN('a') returns true.\n * @param {*} value\n * @return {boolean}\n */\nexport function eqNaN(value) {\n /* eslint-disable-next-line no-self-compare */\n return value !== value;\n}\n\n/**\n * If value1 is not null, then return value1, otherwise judget rest of values.\n * Low performance.\n * @memberOf module:zrender/core/util\n * @return {*} Final value\n */\nexport function retrieve(values) {\n for (var i = 0, len = arguments.length; i < len; i++) {\n if (arguments[i] != null) {\n return arguments[i];\n }\n }\n}\n\nexport function retrieve2(value0, value1) {\n return value0 != null\n ? value0\n : value1;\n}\n\nexport function retrieve3(value0, value1, value2) {\n return value0 != null\n ? value0\n : value1 != null\n ? value1\n : value2;\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {Array} arr\n * @param {number} startIndex\n * @param {number} endIndex\n * @return {Array}\n */\nexport function slice() {\n return Function.call.apply(nativeSlice, arguments);\n}\n\n/**\n * Normalize css liked array configuration\n * e.g.\n * 3 => [3, 3, 3, 3]\n * [4, 2] => [4, 2, 4, 2]\n * [4, 3, 2] => [4, 3, 2, 3]\n * @param {number|Array.<number>} val\n * @return {Array.<number>}\n */\nexport function normalizeCssArray(val) {\n if (typeof (val) === 'number') {\n return [val, val, val, val];\n }\n var len = val.length;\n if (len === 2) {\n // vertical | horizontal\n return [val[0], val[1], val[0], val[1]];\n }\n else if (len === 3) {\n // top | horizontal | bottom\n return [val[0], val[1], val[2], val[1]];\n }\n return val;\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {boolean} condition\n * @param {string} message\n */\nexport function assert(condition, message) {\n if (!condition) {\n throw new Error(message);\n }\n}\n\n/**\n * @memberOf module:zrender/core/util\n * @param {string} str string to be trimed\n * @return {string} trimed string\n */\nexport function trim(str) {\n if (str == null) {\n return null;\n }\n else if (typeof str.trim === 'function') {\n return str.trim();\n }\n else {\n return str.replace(/^[\\s\\uFEFF\\xA0]+|[\\s\\uFEFF\\xA0]+$/g, '');\n }\n}\n\nvar primitiveKey = '__ec_primitive__';\n/**\n * Set an object as primitive to be ignored traversing children in clone or merge\n */\nexport function setAsPrimitive(obj) {\n obj[primitiveKey] = true;\n}\n\nexport function isPrimitive(obj) {\n return obj[primitiveKey];\n}\n\n/**\n * @constructor\n * @param {Object} obj Only apply `ownProperty`.\n */\nfunction HashMap(obj) {\n var isArr = isArray(obj);\n // Key should not be set on this, otherwise\n // methods get/set/... may be overrided.\n this.data = {};\n var thisMap = this;\n\n (obj instanceof HashMap)\n ? obj.each(visit)\n : (obj && each(obj, visit));\n\n function visit(value, key) {\n isArr ? thisMap.set(value, key) : thisMap.set(key, value);\n }\n}\n\nHashMap.prototype = {\n constructor: HashMap,\n // Do not provide `has` method to avoid defining what is `has`.\n // (We usually treat `null` and `undefined` as the same, different\n // from ES6 Map).\n get: function (key) {\n return this.data.hasOwnProperty(key) ? this.data[key] : null;\n },\n set: function (key, value) {\n // Comparing with invocation chaining, `return value` is more commonly\n // used in this case: `var someVal = map.set('a', genVal());`\n return (this.data[key] = value);\n },\n // Although util.each can be performed on this hashMap directly, user\n // should not use the exposed keys, who are prefixed.\n each: function (cb, context) {\n context !== void 0 && (cb = bind(cb, context));\n /* eslint-disable guard-for-in */\n for (var key in this.data) {\n this.data.hasOwnProperty(key) && cb(this.data[key], key);\n }\n /* eslint-enable guard-for-in */\n },\n // Do not use this method if performance sensitive.\n removeKey: function (key) {\n delete this.data[key];\n }\n};\n\nexport function createHashMap(obj) {\n return new HashMap(obj);\n}\n\nexport function concatArray(a, b) {\n var newArray = new a.constructor(a.length + b.length);\n for (var i = 0; i < a.length; i++) {\n newArray[i] = a[i];\n }\n var offset = a.length;\n for (i = 0; i < b.length; i++) {\n newArray[i + offset] = b[i];\n }\n return newArray;\n}\n\n\nexport function noop() {}\n","/*\n* Licensed to the Apache Software Foundation (ASF) under one\n* or more contributor license agreements. See the NOTICE file\n* distributed with this work for additional information\n* regarding copyright ownership. The ASF licenses this file\n* to you under the Apache License, Version 2.0 (the\n* \"License\"); you may not use this file except in compliance\n* with the License. You may obtain a copy of the License at\n*\n* http://www.apache.org/licenses/LICENSE-2.0\n*\n* Unless required by applicable law or agreed to in writing,\n* software distributed under the License is distributed on an\n* \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n* KIND, either express or implied. See the License for the\n* specific language governing permissions and limitations\n* under the License.\n*/\n\n/**\n * This is a parse of GEXF.\n *\n * The spec of GEXF:\n * https://gephi.org/gexf/1.2draft/gexf-12draft-primer.pdf\n */\n\nimport * as zrUtil from 'zrender/src/core/util';\n\nexport function parse(xml) {\n var doc;\n if (typeof xml === 'string') {\n var parser = new DOMParser();\n doc = parser.parseFromString(xml, 'text/xml');\n }\n else {\n doc = xml;\n }\n if (!doc || doc.getElementsByTagName('parsererror').length) {\n return null;\n }\n\n var gexfRoot = getChildByTagName(doc, 'gexf');\n\n if (!gexfRoot) {\n return null;\n }\n\n var graphRoot = getChildByTagName(gexfRoot, 'graph');\n\n var attributes = parseAttributes(getChildByTagName(graphRoot, 'attributes'));\n var attributesMap = {};\n for (var i = 0; i < attributes.length; i++) {\n attributesMap[attributes[i].id] = attributes[i];\n }\n\n return {\n nodes: parseNodes(getChildByTagName(graphRoot, 'nodes'), attributesMap),\n links: parseEdges(getChildByTagName(graphRoot, 'edges'))\n };\n}\n\nfunction parseAttributes(parent) {\n return parent ? zrUtil.map(getChildrenByTagName(parent, 'attribute'), function (attribDom) {\n return {\n id: getAttr(attribDom, 'id'),\n title: getAttr(attribDom, 'title'),\n type: getAttr(attribDom, 'type')\n };\n }) : [];\n}\n\nfunction parseNodes(parent, attributesMap) {\n return parent ? zrUtil.map(getChildrenByTagName(parent, 'node'), function (nodeDom) {\n\n var id = getAttr(nodeDom, 'id');\n var label = getAttr(nodeDom, 'label');\n\n var node = {\n id: id,\n name: label,\n itemStyle: {\n normal: {}\n }\n };\n\n var vizSizeDom = getChildByTagName(nodeDom, 'viz:size');\n var vizPosDom = getChildByTagName(nodeDom, 'viz:position');\n var vizColorDom = getChildByTagName(nodeDom, 'viz:color');\n // var vizShapeDom = getChildByTagName(nodeDom, 'viz:shape');\n\n var attvaluesDom = getChildByTagName(nodeDom, 'attvalues');\n\n if (vizSizeDom) {\n node.symbolSize = parseFloat(getAttr(vizSizeDom, 'value'));\n }\n if (vizPosDom) {\n node.x = parseFloat(getAttr(vizPosDom, 'x'));\n node.y = parseFloat(getAttr(vizPosDom, 'y'));\n // z\n }\n if (vizColorDom) {\n node.itemStyle.normal.color = 'rgb(' + [\n getAttr(vizColorDom, 'r') | 0,\n getAttr(vizColorDom, 'g') | 0,\n getAttr(vizColorDom, 'b') | 0\n ].join(',') + ')';\n }\n // if (vizShapeDom) {\n // node.shape = getAttr(vizShapeDom, 'shape');\n // }\n if (attvaluesDom) {\n var attvalueDomList = getChildrenByTagName(attvaluesDom, 'attvalue');\n\n node.attributes = {};\n\n for (var j = 0; j < attvalueDomList.length; j++) {\n var attvalueDom = attvalueDomList[j];\n var attId = getAttr(attvalueDom, 'for');\n var attValue = getAttr(attvalueDom, 'value');\n var attribute = attributesMap[attId];\n\n if (attribute) {\n switch (attribute.type) {\n case 'integer':\n case 'long':\n attValue = parseInt(attValue, 10);\n break;\n case 'float':\n case 'double':\n attValue = parseFloat(attValue);\n break;\n case 'boolean':\n attValue = attValue.toLowerCase() === 'true';\n break;\n default:\n }\n node.attributes[attId] = attValue;\n }\n }\n }\n\n return node;\n }) : [];\n}\n\nfunction parseEdges(parent) {\n return parent ? zrUtil.map(getChildrenByTagName(parent, 'edge'), function (edgeDom) {\n var id = getAttr(edgeDom, 'id');\n var label = getAttr(edgeDom, 'label');\n\n var sourceId = getAttr(edgeDom, 'source');\n var targetId = getAttr(edgeDom, 'target');\n\n var edge = {\n id: id,\n name: label,\n source: sourceId,\n target: targetId,\n lineStyle: {\n normal: {}\n }\n };\n\n var lineStyle = edge.lineStyle.normal;\n\n var vizThicknessDom = getChildByTagName(edgeDom, 'viz:thickness');\n var vizColorDom = getChildByTagName(edgeDom, 'viz:color');\n // var vizShapeDom = getChildByTagName(edgeDom, 'viz:shape');\n\n if (vizThicknessDom) {\n lineStyle.width = parseFloat(vizThicknessDom.getAttribute('value'));\n }\n if (vizColorDom) {\n lineStyle.color = 'rgb(' + [\n getAttr(vizColorDom, 'r') | 0,\n getAttr(vizColorDom, 'g') | 0,\n getAttr(vizColorDom, 'b') | 0\n ].join(',') + ')';\n }\n // if (vizShapeDom) {\n // edge.shape = vizShapeDom.getAttribute('shape');\n // }\n\n return edge;\n }) : [];\n}\n\nfunction getAttr(el, attrName) {\n return el.getAttribute(attrName);\n}\n\nfunction getChildByTagName(parent, tagName) {\n var node = parent.firstChild;\n\n while (node) {\n if (\n node.nodeType !== 1\n || node.nodeName.toLowerCase() !== tagName.toLowerCase()\n ) {\n node = node.nextSibling;\n }\n else {\n return node;\n }\n }\n\n return null;\n}\n\nfunction getChildrenByTagName(parent, tagName) {\n var node = parent.firstChild;\n var children = [];\n while (node) {\n if (node.nodeName.toLowerCase() === tagName.toLowerCase()) {\n children.push(node);\n }\n node = node.nextSibling;\n }\n\n return children;\n}\n","/*\n* Licensed to the Apache Software Foundation (ASF) under one\n* or more contributor license agreements. See the NOTICE file\n* distributed with this work for additional information\n* regarding copyright ownership. The ASF licenses this file\n* to you under the Apache License, Version 2.0 (the\n* \"License\"); you may not use this file except in compliance\n* with the License. You may obtain a copy of the License at\n*\n* http://www.apache.org/licenses/LICENSE-2.0\n*\n* Unless required by applicable law or agreed to in writing,\n* software distributed under the License is distributed on an\n* \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n* KIND, either express or implied. See the License for the\n* specific language governing permissions and limitations\n* under the License.\n*/\n\n/*\n* A third-party license is embeded for some of the code in this file:\n* The method \"quantile\" was copied from \"d3.js\".\n* (See more details in the comment of the method below.)\n* The use of the source code of this file is also subject to the terms\n* and consitions of the license of \"d3.js\" (BSD-3Clause, see\n* </licenses/LICENSE-d3>).\n*/\n\nimport * as zrUtil from 'zrender/src/core/util';\n\nvar RADIAN_EPSILON = 1e-4;\n\nfunction _trim(str) {\n return str.replace(/^\\s+|\\s+$/g, '');\n}\n\n/**\n * Linear mapping a value from domain to range\n * @memberOf module:echarts/util/number\n * @param {(number|Array.<number>)} val\n * @param {Array.<number>} domain Domain extent domain[0] can be bigger than domain[1]\n * @param {Array.<number>} range Range extent range[0] can be bigger than range[1]\n * @param {boolean} clamp\n * @return {(number|Array.<number>}\n */\nexport function linearMap(val, domain, range, clamp) {\n var subDomain = domain[1] - domain[0];\n var subRange = range[1] - range[0];\n\n if (subDomain === 0) {\n return subRange === 0\n ? range[0]\n : (range[0] + range[1]) / 2;\n }\n\n // Avoid accuracy problem in edge, such as\n // 146.39 - 62.83 === 83.55999999999999.\n // See echarts/test/ut/spec/util/number.js#linearMap#accuracyError\n // It is a little verbose for efficiency considering this method\n // is a hotspot.\n if (clamp) {\n if (subDomain > 0) {\n if (val <= domain[0]) {\n return range[0];\n }\n else if (val >= domain[1]) {\n return range[1];\n }\n }\n else {\n if (val >= domain[0]) {\n return range[0];\n }\n else if (val <= domain[1]) {\n return range[1];\n }\n }\n }\n else {\n if (val === domain[0]) {\n return range[0];\n }\n if (val === domain[1]) {\n return range[1];\n }\n }\n\n return (val - domain[0]) / subDomain * subRange + range[0];\n}\n\n/**\n * Convert a percent string to absolute number.\n * Returns NaN if percent is not a valid string or number\n * @memberOf module:echarts/util/number\n * @param {string|number} percent\n * @param {number} all\n * @return {number}\n */\nexport function parsePercent(percent, all) {\n switch (percent) {\n case 'center':\n case 'middle':\n percent = '50%';\n break;\n case 'left':\n case 'top':\n percent = '0%';\n break;\n case 'right':\n case 'bottom':\n percent = '100%';\n break;\n }\n if (typeof percent === 'string') {\n if (_trim(percent).match(/%$/)) {\n return parseFloat(percent) / 100 * all;\n }\n\n return parseFloat(percent);\n }\n\n return percent == null ? NaN : +percent;\n}\n\n/**\n * (1) Fix rounding error of float numbers.\n * (2) Support return string to avoid scientific notation like '3.5e-7'.\n *\n * @param {number} x\n * @param {number} [precision]\n * @param {boolean} [returnStr]\n * @return {number|string}\n */\nexport function round(x, precision, returnStr) {\n if (precision == null) {\n precision = 10;\n }\n // Avoid range error\n precision = Math.min(Math.max(0, precision), 20);\n x = (+x).toFixed(precision);\n return returnStr ? x : +x;\n}\n\n/**\n * asc sort arr.\n * The input arr will be modified.\n *\n * @param {Array} arr\n * @return {Array} The input arr.\n */\nexport function asc(arr) {\n arr.sort(function (a, b) {\n return a - b;\n });\n return arr;\n}\n\n/**\n * Get precision\n * @param {number} val\n */\nexport function getPrecision(val) {\n val = +val;\n if (isNaN(val)) {\n return 0;\n }\n // It is much faster than methods converting number to string as follows\n // var tmp = val.toString();\n // return tmp.length - 1 - tmp.indexOf('.');\n // especially when precision is low\n var e = 1;\n var count = 0;\n while (Math.round(val * e) / e !== val) {\n e *= 10;\n count++;\n }\n return count;\n}\n\n/**\n * @param {string|number} val\n * @return {number}\n */\nexport function getPrecisionSafe(val) {\n var str = val.toString();\n\n // Consider scientific notation: '3.4e-12' '3.4e+12'\n var eIndex = str.indexOf('e');\n if (eIndex > 0) {\n var precision = +str.slice(eIndex + 1);\n return precision < 0 ? -precision : 0;\n }\n else {\n var dotIndex = str.indexOf('.');\n return dotIndex < 0 ? 0 : str.length - 1 - dotIndex;\n }\n}\n\n/**\n * Minimal dicernible data precisioin according to a single pixel.\n *\n * @param {Array.<number>} dataExtent\n * @param {Array.<number>} pixelExtent\n * @return {number} precision\n */\nexport function getPixelPrecision(dataExtent, pixelExtent) {\n var log = Math.log;\n var LN10 = Math.LN10;\n var dataQuantity = Math.floor(log(dataExtent[1] - dataExtent[0]) / LN10);\n var sizeQuantity = Math.round(log(Math.abs(pixelExtent[1] - pixelExtent[0])) / LN10);\n // toFixed() digits argument must be between 0 and 20.\n var precision = Math.min(Math.max(-dataQuantity + sizeQuantity, 0), 20);\n return !isFinite(precision) ? 20 : precision;\n}\n\n/**\n * Get a data of given precision, assuring the sum of percentages\n * in valueList is 1.\n * The largest remainer method is used.\n * https://en.wikipedia.org/wiki/Largest_remainder_method\n *\n * @param {Array.<number>} valueList a list of all data\n * @param {number} idx index of the data to be processed in valueList\n * @param {number} precision integer number showing digits of precision\n * @return {number} percent ranging from 0 to 100\n */\nexport function getPercentWithPrecision(valueList, idx, precision) {\n if (!valueList[idx]) {\n return 0;\n }\n\n var sum = zrUtil.reduce(valueList, function (acc, val) {\n return acc + (isNaN(val) ? 0 : val);\n }, 0);\n if (sum === 0) {\n return 0;\n }\n\n var digits = Math.pow(10, precision);\n var votesPerQuota = zrUtil.map(valueList, function (val) {\n return (isNaN(val) ? 0 : val) / sum * digits * 100;\n });\n var targetSeats = digits * 100;\n\n var seats = zrUtil.map(votesPerQuota, function (votes) {\n // Assign automatic seats.\n return Math.floor(votes);\n });\n var currentSum = zrUtil.reduce(seats, function (acc, val) {\n return acc + val;\n }, 0);\n\n var remainder = zrUtil.map(votesPerQuota, function (votes, idx) {\n return votes - seats[idx];\n });\n\n // Has remainding votes.\n while (currentSum < targetSeats) {\n // Find next largest remainder.\n var max = Number.NEGATIVE_INFINITY;\n var maxId = null;\n for (var i = 0, len = remainder.length; i < len; ++i) {\n if (remainder[i] > max) {\n max = remainder[i];\n maxId = i;\n }\n }\n\n // Add a vote to max remainder.\n ++seats[maxId];\n remainder[maxId] = 0;\n ++currentSum;\n }\n\n return seats[idx] / digits;\n}\n\n// Number.MAX_SAFE_INTEGER, ie do not support.\nexport var MAX_SAFE_INTEGER = 9007199254740991;\n\n/**\n * To 0 - 2 * PI, considering negative radian.\n * @param {number} radian\n * @return {number}\n */\nexport function remRadian(radian) {\n var pi2 = Math.PI * 2;\n return (radian % pi2 + pi2) % pi2;\n}\n\n/**\n * @param {type} radian\n * @return {boolean}\n */\nexport function isRadianAroundZero(val) {\n return val > -RADIAN_EPSILON && val < RADIAN_EPSILON;\n}\n\n/* eslint-disable */\nvar TIME_REG = /^(?:(\\d{4})(?:[-\\/](\\d{1,2})(?:[-\\/](\\d{1,2})(?:[T ](\\d{1,2})(?::(\\d\\d)(?::(\\d\\d)(?:[.,](\\d+))?)?)?(Z|[\\+\\-]\\d\\d:?\\d\\d)?)?)?)?)?$/; // jshint ignore:line\n/* eslint-enable */\n\n/**\n * @param {string|Date|number} value These values can be accepted:\n * + An instance of Date, represent a time in its own time zone.\n * + Or string in a subset of ISO 8601, only including:\n * + only year, month, date: '2012-03', '2012-03-01', '2012-03-01 05', '2012-03-01 05:06',\n * + separated with T or space: '2012-03-01T12:22:33.123', '2012-03-01 12:22:33.123',\n * + time zone: '2012-03-01T12:22:33Z', '2012-03-01T12:22:33+8000', '2012-03-01T12:22:33-05:00',\n * all of which will be treated as local time if time zone is not specified\n * (see <https://momentjs.com/>).\n * + Or other string format, including (all of which will be treated as loacal time):\n * '2012', '2012-3-1', '2012/3/1', '2012/03/01',\n * '2009/6/12 2:00', '2009/6/12 2:05:08', '2009/6/12 2:05:08.123'\n * + a timestamp, which represent a time in UTC.\n * @return {Date} date\n */\nexport function parseDate(value) {\n if (value instanceof Date) {\n return value;\n }\n else if (typeof value === 'string') {\n // Different browsers parse date in different way, so we parse it manually.\n // Some other issues:\n // new Date('1970-01-01') is UTC,\n // new Date('1970/01/01') and new Date('1970-1-01') is local.\n // See issue #3623\n var match = TIME_REG.exec(value);\n\n if (!match) {\n // return Invalid Date.\n return new Date(NaN);\n }\n\n // Use local time when no timezone offset specifed.\n if (!match[8]) {\n // match[n] can only be string or undefined.\n // But take care of '12' + 1 => '121'.\n return new Date(\n +match[1],\n +(match[2] || 1) - 1,\n +match[3] || 1,\n +match[4] || 0,\n +(match[5] || 0),\n +match[6] || 0,\n +match[7] || 0\n );\n }\n // Timezoneoffset of Javascript Date has considered DST (Daylight Saving Time,\n // https://tc39.github.io/ecma262/#sec-daylight-saving-time-adjustment).\n // For example, system timezone is set as \"Time Zone: America/Toronto\",\n // then these code will get different result:\n // `new Date(1478411999999).getTimezoneOffset(); // get 240`\n // `new Date(1478412000000).getTimezoneOffset(); // get 300`\n // So we should not use `new Date`, but use `Date.UTC`.\n else {\n var hour = +match[4] || 0;\n if (match[8].toUpperCase() !== 'Z') {\n hour -= match[8].slice(0, 3);\n }\n return new Date(Date.UTC(\n +match[1],\n +(match[2] || 1) - 1,\n +match[3] || 1,\n hour,\n +(match[5] || 0),\n +match[6] || 0,\n +match[7] || 0\n ));\n }\n }\n else if (value == null) {\n return new Date(NaN);\n }\n\n return new Date(Math.round(value));\n}\n\n/**\n * Quantity of a number. e.g. 0.1, 1, 10, 100\n *\n * @param {number} val\n * @return {number}\n */\nexport function quantity(val) {\n return Math.pow(10, quantityExponent(val));\n}\n\n/**\n * Exponent of the quantity of a number\n * e.g., 1234 equals to 1.234*10^3, so quantityExponent(1234) is 3\n *\n * @param {number} val non-negative value\n * @return {number}\n */\nexport function quantityExponent(val) {\n if (val === 0) {\n return 0;\n }\n\n var exp = Math.floor(Math.log(val) / Math.LN10);\n /**\n * exp is expected to be the rounded-down result of the base-10 log of val.\n * But due to the precision loss with Math.log(val), we need to restore it\n * using 10^exp to make sure we can get val back from exp. #11249\n */\n if (val / Math.pow(10, exp) >= 10) {\n exp++;\n }\n return exp;\n}\n\n/**\n * find a “nice” number approximately equal to x. Round the number if round = true,\n * take ceiling if round = false. The primary observation is that the “nicest”\n * numbers in decimal are 1, 2, and 5, and all power-of-ten multiples of these numbers.\n *\n * See \"Nice Numbers for Graph Labels\" of Graphic Gems.\n *\n * @param {number} val Non-negative value.\n * @param {boolean} round\n * @return {number}\n */\nexport function nice(val, round) {\n var exponent = quantityExponent(val);\n var exp10 = Math.pow(10, exponent);\n var f = val / exp10; // 1 <= f < 10\n var nf;\n if (round) {\n if (f < 1.5) {\n nf = 1;\n }\n else if (f < 2.5) {\n nf = 2;\n }\n else if (f < 4) {\n nf = 3;\n }\n else if (f < 7) {\n nf = 5;\n }\n else {\n nf = 10;\n }\n }\n else {\n if (f < 1) {\n nf = 1;\n }\n else if (f < 2) {\n nf = 2;\n }\n else if (f < 3) {\n nf = 3;\n }\n else if (f < 5) {\n nf = 5;\n }\n else {\n nf = 10;\n }\n }\n val = nf * exp10;\n\n // Fix 3 * 0.1 === 0.30000000000000004 issue (see IEEE 754).\n // 20 is the uppper bound of toFixed.\n return exponent >= -20 ? +val.toFixed(exponent < 0 ? -exponent : 0) : val;\n}\n\n/**\n * This code was copied from \"d3.js\"\n * <https://github.com/d3/d3/blob/9cc9a875e636a1dcf36cc1e07bdf77e1ad6e2c74/src/arrays/quantile.js>.\n * See the license statement at the head of this file.\n * @param {Array.<number>} ascArr\n */\nexport function quantile(ascArr, p) {\n var H = (ascArr.length - 1) * p + 1;\n var h = Math.floor(H);\n var v = +ascArr[h - 1];\n var e = H - h;\n return e ? v + e * (ascArr[h] - v) : v;\n}\n\n/**\n * Order intervals asc, and split them when overlap.\n * expect(numberUtil.reformIntervals([\n * {interval: [18, 62], close: [1, 1]},\n * {interval: [-Infinity, -70], close: [0, 0]},\n * {interval: [-70, -26], close: [1, 1]},\n * {interval: [-26, 18], close: [1, 1]},\n * {interval: [62, 150], close: [1, 1]},\n * {interval: [106, 150], close: [1, 1]},\n * {interval: [150, Infinity], close: [0, 0]}\n * ])).toEqual([\n * {interval: [-Infinity, -70], close: [0, 0]},\n * {interval: [-70, -26], close: [1, 1]},\n * {interval: [-26, 18], close: [0, 1]},\n * {interval: [18, 62], close: [0, 1]},\n * {interval: [62, 150], close: [0, 1]},\n * {interval: [150, Infinity], close: [0, 0]}\n * ]);\n * @param {Array.<Object>} list, where `close` mean open or close\n * of the interval, and Infinity can be used.\n * @return {Array.<Object>} The origin list, which has been reformed.\n */\nexport function reformIntervals(list) {\n list.sort(function (a, b) {\n return littleThan(a, b, 0) ? -1 : 1;\n });\n\n var curr = -Infinity;\n var currClose = 1;\n for (var i = 0; i < list.length;) {\n var interval = list[i].interval;\n var close = list[i].close;\n\n for (var lg = 0; lg < 2; lg++) {\n if (interval[lg] <= curr) {\n interval[lg] = curr;\n close[lg] = !lg ? 1 - currClose : 1;\n }\n curr = interval[lg];\n currClose = close[lg];\n }\n\n if (interval[0] === interval[1] && close[0] * close[1] !== 1) {\n list.splice(i, 1);\n }\n else {\n i++;\n }\n }\n\n return list;\n\n function littleThan(a, b, lg) {\n return a.interval[lg] < b.interval[lg]\n || (\n a.interval[lg] === b.interval[lg]\n && (\n (a.close[lg] - b.close[lg] === (!lg ? 1 : -1))\n || (!lg && littleThan(a, b, 1))\n )\n );\n }\n}\n\n/**\n * parseFloat NaNs numeric-cast false positives (null|true|false|\"\")\n * ...but misinterprets leading-number strings, particularly hex literals (\"0x...\")\n * subtraction forces infinities to NaN\n *\n * @param {*} v\n * @return {boolean}\n */\nexport function isNumeric(v) {\n return v - parseFloat(v) >= 0;\n}\n","/*\n* Licensed to the Apache Software Foundation (ASF) under one\n* or more contributor license agreements. See the NOTICE file\n* distributed with this work for additional information\n* regarding copyright ownership. The ASF licenses this file\n* to you under the Apache License, Version 2.0 (the\n* \"License\"); you may not use this file except in compliance\n* with the License. You may obtain a copy of the License at\n*\n* http://www.apache.org/licenses/LICENSE-2.0\n*\n* Unless required by applicable law or agreed to in writing,\n* software distributed under the License is distributed on an\n* \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n* KIND, either express or implied. See the License for the\n* specific language governing permissions and limitations\n* under the License.\n*/\n\nimport * as numberUtil from '../../src/util/number';\n\n/**\n * See:\n * <https://en.wikipedia.org/wiki/Box_plot#cite_note-frigge_hoaglin_iglewicz-2>\n * <http://stat.ethz.ch/R-manual/R-devel/library/grDevices/html/boxplot.stats.html>\n *\n * Helper method for preparing data.\n *\n * @param {Array.<number>} rawData like\n * [\n * [12,232,443], (raw data set for the first box)\n * [3843,5545,1232], (raw datat set for the second box)\n * ...\n * ]\n * @param {Object} [opt]\n *\n * @param {(number|string)} [opt.boundIQR=1.5] Data less than min bound is outlier.\n * default 1.5, means Q1 - 1.5 * (Q3 - Q1).\n * If 'none'/0 passed, min bound will not be used.\n * @param {(number|string)} [opt.layout='horizontal']\n * Box plot layout, can be 'horizontal' or 'vertical'\n * @return {Object} {\n * boxData: Array.<Array.<number>>\n * outliers: Array.<Array.<number>>\n * axisData: Array.<string>\n * }\n */\nexport default function (rawData, opt) {\n opt = opt || [];\n var boxData = [];\n var outliers = [];\n var axisData = [];\n var boundIQR = opt.boundIQR;\n var useExtreme = boundIQR === 'none' || boundIQR === 0;\n\n for (var i = 0; i < rawData.length; i++) {\n axisData.push(i + '');\n var ascList = numberUtil.asc(rawData[i].slice());\n\n var Q1 = numberUtil.quantile(ascList, 0.25);\n var Q2 = numberUtil.quantile(ascList, 0.5);\n var Q3 = numberUtil.quantile(ascList, 0.75);\n var min = ascList[0];\n var max = ascList[ascList.length - 1];\n\n var bound = (boundIQR == null ? 1.5 : boundIQR) * (Q3 - Q1);\n\n var low = useExtreme\n ? min\n : Math.max(min, Q1 - bound);\n var high = useExtreme\n ? max\n : Math.min(max, Q3 + bound);\n\n boxData.push([low, Q1, Q2, Q3, high]);\n\n for (var j = 0; j < ascList.length; j++) {\n var dataItem = ascList[j];\n if (dataItem < low || dataItem > high) {\n var outlier = [i, dataItem];\n opt.layout === 'vertical' && outlier.reverse();\n outliers.push(outlier);\n }\n }\n }\n return {\n boxData: boxData,\n outliers: outliers,\n axisData: axisData\n };\n}\n","/*\n* Licensed to the Apache Software Foundation (ASF) under one\n* or more contributor license agreements. See the NOTICE file\n* distributed with this work for additional information\n* regarding copyright ownership. The ASF licenses this file\n* to you under the Apache License, Version 2.0 (the\n* \"License\"); you may not use this file except in compliance\n* with the License. You may obtain a copy of the License at\n*\n* http://www.apache.org/licenses/LICENSE-2.0\n*\n* Unless required by applicable law or agreed to in writing,\n* software distributed under the License is distributed on an\n* \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY\n* KIND, either express or implied. See the License for the\n* specific language governing permissions and limitations\n* under the License.\n*/\n\nimport * as echarts from 'echarts';\nimport * as gexf from './gexf';\nimport prepareBoxplotData from './prepareBoxplotData';\n\nexport var version = '1.0.0';\n\nexport {gexf};\n\nexport {prepareBoxplotData};\n\n// For backward compatibility, where the namespace `dataTool` will\n// be mounted on `echarts` is the extension `dataTool` is imported.\n// But the old version of echarts do not have `dataTool` namespace,\n// so check it before mounting.\nif (echarts.dataTool) {\n echarts.dataTool.version = version;\n echarts.dataTool.gexf = gexf;\n echarts.dataTool.prepareBoxplotData = 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