dataTool.js
14 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
(function webpackUniversalModuleDefinition(root, factory) {
if(typeof exports === 'object' && typeof module === 'object')
module.exports = factory(require("echarts"));
else if(typeof define === 'function' && define.amd)
define(["echarts"], factory);
else if(typeof exports === 'object')
exports["dataTool"] = factory(require("echarts"));
else
root["echarts"] = root["echarts"] || {}, root["echarts"]["dataTool"] = factory(root["echarts"]);
})(this, function(__WEBPACK_EXTERNAL_MODULE_1__) {
return /******/ (function(modules) { // webpackBootstrap
/******/ // The module cache
/******/ var installedModules = {};
/******/ // The require function
/******/ function __webpack_require__(moduleId) {
/******/ // Check if module is in cache
/******/ if(installedModules[moduleId])
/******/ return installedModules[moduleId].exports;
/******/ // Create a new module (and put it into the cache)
/******/ var module = installedModules[moduleId] = {
/******/ exports: {},
/******/ id: moduleId,
/******/ loaded: false
/******/ };
/******/ // Execute the module function
/******/ modules[moduleId].call(module.exports, module, module.exports, __webpack_require__);
/******/ // Flag the module as loaded
/******/ module.loaded = true;
/******/ // Return the exports of the module
/******/ return module.exports;
/******/ }
/******/ // expose the modules object (__webpack_modules__)
/******/ __webpack_require__.m = modules;
/******/ // expose the module cache
/******/ __webpack_require__.c = installedModules;
/******/ // __webpack_public_path__
/******/ __webpack_require__.p = "";
/******/ // Load entry module and return exports
/******/ return __webpack_require__(0);
/******/ })
/************************************************************************/
/******/ ([
/* 0 */
/***/ function(module, exports, __webpack_require__) {
var __WEBPACK_AMD_DEFINE_RESULT__;!(__WEBPACK_AMD_DEFINE_RESULT__ = function (require) {
var echarts = __webpack_require__(1);
echarts.dataTool = {
version: '1.0.0',
gexf: __webpack_require__(5),
prepareBoxplotData: __webpack_require__(6)
};
return echarts.dataTool;
}.call(exports, __webpack_require__, exports, module), __WEBPACK_AMD_DEFINE_RESULT__ !== undefined && (module.exports = __WEBPACK_AMD_DEFINE_RESULT__));
/***/ },
/* 1 */
/***/ function(module, exports) {
module.exports = __WEBPACK_EXTERNAL_MODULE_1__;
/***/ },
/* 2 */,
/* 3 */,
/* 4 */,
/* 5 */
/***/ function(module, exports, __webpack_require__) {
var __WEBPACK_AMD_DEFINE_RESULT__;// GEXF File Parser
// http://gexf.net/1.2draft/gexf-12draft-primer.pdf
!(__WEBPACK_AMD_DEFINE_RESULT__ = function (require) {
'use strict';
var zrUtil = __webpack_require__(1).util;
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 ? zrUtil.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 ? zrUtil.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');
// var 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;
default:
}
node.attributes[attId] = attValue;
}
}
}
return node;
}) : [];
}
function parseEdges(parent) {
return parent ? zrUtil.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');
// var 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;
}
return {
parse: parse
};
}.call(exports, __webpack_require__, exports, module), __WEBPACK_AMD_DEFINE_RESULT__ !== undefined && (module.exports = __WEBPACK_AMD_DEFINE_RESULT__));
/***/ },
/* 6 */
/***/ function(module, exports, __webpack_require__) {
var __WEBPACK_AMD_DEFINE_RESULT__;!(__WEBPACK_AMD_DEFINE_RESULT__ = function (require) {
var quantile = __webpack_require__(7);
var numberUtil = __webpack_require__(1).number;
/**
* Helper method for preparing data.
* @param {Array.<number>} rawData like
* [
* [12,232,443], (raw data set for the first box)
* [3843,5545,1232], (raw datat 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 pass 'none', min bound will not be used.
* @param {(number|string)} [opt.layout='horizontal']
* Box plot layout, can be 'horizontal' or 'vertical'
*/
return function (rawData, opt) {
opt = opt || [];
var boxData = [];
var outliers = [];
var axisData = [];
var boundIQR = opt.boundIQR;
for (var i = 0; i < rawData.length; i++) {
axisData.push(i + '');
var ascList = numberUtil.asc(rawData[i].slice());
var Q1 = quantile(ascList, 0.25);
var Q2 = quantile(ascList, 0.5);
var Q3 = quantile(ascList, 0.75);
var IQR = Q3 - Q1;
var low = boundIQR === 'none'
? ascList[0]
: Q1 - (boundIQR == null ? 1.5 : boundIQR) * IQR;
var high = boundIQR === 'none'
? ascList[ascList.length - 1]
: Q3 + (boundIQR == null ? 1.5 : boundIQR) * IQR;
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
};
};
}.call(exports, __webpack_require__, exports, module), __WEBPACK_AMD_DEFINE_RESULT__ !== undefined && (module.exports = __WEBPACK_AMD_DEFINE_RESULT__));
/***/ },
/* 7 */
/***/ function(module, exports, __webpack_require__) {
var __WEBPACK_AMD_DEFINE_RESULT__;/**
* Copyright (c) 2010-2015, Michael Bostock
* All rights reserved.
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* * Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
*
* * Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* * The name Michael Bostock may not be used to endorse or promote products
* derived from this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL MICHAEL BOSTOCK BE LIABLE FOR ANY DIRECT,
* INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING,
* BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
* DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY
* OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
* NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE,
* EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
!(__WEBPACK_AMD_DEFINE_RESULT__ = function (require) {
/**
* @see <https://github.com/mbostock/d3/blob/master/src/arrays/quantile.js>
* @see <http://en.wikipedia.org/wiki/Quantile>
* @param {Array.<number>} ascArr
*/
return function(ascArr, p) {
var H = (ascArr.length - 1) * p + 1,
h = Math.floor(H),
v = +ascArr[h - 1],
e = H - h;
return e ? v + e * (ascArr[h] - v) : v;
};
}.call(exports, __webpack_require__, exports, module), __WEBPACK_AMD_DEFINE_RESULT__ !== undefined && (module.exports = __WEBPACK_AMD_DEFINE_RESULT__));
/***/ }
/******/ ])
});
;