gfunc.js 14 KB

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  1. define([
  2. 'lodash'
  3. ],
  4. function (_) {
  5. 'use strict';
  6. var index = [];
  7. var categories = {
  8. Combine: [],
  9. Transform: [],
  10. Calculate: [],
  11. Filter: [],
  12. Special: []
  13. };
  14. function addFuncDef(funcDef) {
  15. funcDef.params = funcDef.params || [];
  16. funcDef.defaultParams = funcDef.defaultParams || [];
  17. if (funcDef.category) {
  18. funcDef.category.push(funcDef);
  19. }
  20. index[funcDef.name] = funcDef;
  21. index[funcDef.shortName || funcDef.name] = funcDef;
  22. }
  23. var optionalSeriesRefArgs = [
  24. { name: 'other', type: 'value_or_series', optional: true },
  25. { name: 'other', type: 'value_or_series', optional: true },
  26. { name: 'other', type: 'value_or_series', optional: true },
  27. { name: 'other', type: 'value_or_series', optional: true },
  28. { name: 'other', type: 'value_or_series', optional: true }
  29. ];
  30. addFuncDef({
  31. name: 'scaleToSeconds',
  32. category: categories.Transform,
  33. params: [{ name: 'seconds', type: 'int' }],
  34. defaultParams: [1],
  35. });
  36. addFuncDef({
  37. name: 'perSecond',
  38. category: categories.Transform,
  39. params: [],
  40. defaultParams: [],
  41. });
  42. addFuncDef({
  43. name: "holtWintersForecast",
  44. category: categories.Calculate,
  45. });
  46. addFuncDef({
  47. name: "holtWintersConfidenceBands",
  48. category: categories.Calculate,
  49. params: [{ name: "delta", type: 'int' }],
  50. defaultParams: [3]
  51. });
  52. addFuncDef({
  53. name: "holtWintersAberration",
  54. category: categories.Calculate,
  55. params: [{ name: "delta", type: 'int' }],
  56. defaultParams: [3]
  57. });
  58. addFuncDef({
  59. name: "nPercentile",
  60. category: categories.Calculate,
  61. params: [{ name: "Nth percentile", type: 'int' }],
  62. defaultParams: [95]
  63. });
  64. addFuncDef({
  65. name: 'diffSeries',
  66. params: optionalSeriesRefArgs,
  67. defaultParams: ['#A'],
  68. category: categories.Calculate,
  69. });
  70. addFuncDef({
  71. name: 'divideSeries',
  72. params: optionalSeriesRefArgs,
  73. defaultParams: ['#A'],
  74. category: categories.Calculate,
  75. });
  76. addFuncDef({
  77. name: 'asPercent',
  78. params: optionalSeriesRefArgs,
  79. defaultParams: ['#A'],
  80. category: categories.Calculate,
  81. });
  82. addFuncDef({
  83. name: 'group',
  84. params: optionalSeriesRefArgs,
  85. defaultParams: ['#A', '#B'],
  86. category: categories.Combine,
  87. });
  88. addFuncDef({
  89. name: 'sumSeries',
  90. shortName: 'sum',
  91. category: categories.Combine,
  92. params: optionalSeriesRefArgs,
  93. defaultParams: [''],
  94. });
  95. addFuncDef({
  96. name: 'averageSeries',
  97. shortName: 'avg',
  98. category: categories.Combine,
  99. params: optionalSeriesRefArgs,
  100. defaultParams: [''],
  101. });
  102. addFuncDef({
  103. name: 'isNonNull',
  104. category: categories.Combine,
  105. });
  106. addFuncDef({
  107. name: 'rangeOfSeries',
  108. category: categories.Combine
  109. });
  110. addFuncDef({
  111. name: 'percentileOfSeries',
  112. category: categories.Combine,
  113. params: [{ name: "n", type: "int" }, { name: "interpolate", type: "select", options: ["true", "false"] }],
  114. defaultParams: [95, "false"]
  115. });
  116. addFuncDef({
  117. name: 'sumSeriesWithWildcards',
  118. category: categories.Combine,
  119. params: [{ name: "node", type: "int" }],
  120. defaultParams: [3]
  121. });
  122. addFuncDef({
  123. name: 'maxSeries',
  124. shortName: 'max',
  125. category: categories.Combine,
  126. });
  127. addFuncDef({
  128. name: 'minSeries',
  129. shortName: 'min',
  130. category: categories.Combine,
  131. });
  132. addFuncDef({
  133. name: 'averageSeriesWithWildcards',
  134. category: categories.Combine,
  135. params: [
  136. { name: "node", type: "int" },
  137. { name: "node", type: "int", optional: true },
  138. ],
  139. defaultParams: [3]
  140. });
  141. addFuncDef({
  142. name: "alias",
  143. category: categories.Special,
  144. params: [{ name: "alias", type: 'string' }],
  145. defaultParams: ['alias']
  146. });
  147. addFuncDef({
  148. name: "aliasSub",
  149. category: categories.Special,
  150. params: [{ name: "search", type: 'string' }, { name: "replace", type: 'string' }],
  151. defaultParams: ['', '']
  152. });
  153. addFuncDef({
  154. name: "stacked",
  155. category: categories.Special,
  156. params: [{ name: "stack", type: 'string' }],
  157. defaultParams: ['stacked']
  158. });
  159. addFuncDef({
  160. name: "consolidateBy",
  161. category: categories.Special,
  162. params: [
  163. {
  164. name: 'function',
  165. type: 'string',
  166. options: ['sum', 'average', 'min', 'max']
  167. }
  168. ],
  169. defaultParams: ['max']
  170. });
  171. addFuncDef({
  172. name: "groupByNode",
  173. category: categories.Special,
  174. params: [
  175. {
  176. name: "node",
  177. type: "int",
  178. options: [0,1,2,3,4,5,6,7,8,9,10,12]
  179. },
  180. {
  181. name: "function",
  182. type: "string",
  183. options: ['sum', 'avg']
  184. }
  185. ],
  186. defaultParams: [3, "sum"]
  187. });
  188. addFuncDef({
  189. name: 'aliasByNode',
  190. category: categories.Special,
  191. params: [
  192. { name: "node", type: "int", options: [0,1,2,3,4,5,6,7,8,9,10,12] },
  193. { name: "node", type: "int", options: [0,-1,-2,-3,-4,-5,-6,-7], optional: true },
  194. ],
  195. defaultParams: [3]
  196. });
  197. addFuncDef({
  198. name: 'substr',
  199. category: categories.Special,
  200. params: [
  201. { name: "start", type: "int", options: [-6,-5,-4,-3,-2,-1,0,1,2,3,4,5,6,7,8,9,10,12] },
  202. { name: "stop", type: "int", options: [-6,-5,-4,-3,-2,-1,0,1,2,3,4,5,6,7,8,9,10,12] },
  203. ],
  204. defaultParams: [0, 0]
  205. });
  206. addFuncDef({
  207. name: 'sortByName',
  208. category: categories.Special
  209. });
  210. addFuncDef({
  211. name: 'sortByMaxima',
  212. category: categories.Special
  213. });
  214. addFuncDef({
  215. name: 'sortByMinima',
  216. category: categories.Special
  217. });
  218. addFuncDef({
  219. name: 'sortByTotal',
  220. category: categories.Special
  221. });
  222. addFuncDef({
  223. name: 'aliasByMetric',
  224. category: categories.Special,
  225. });
  226. addFuncDef({
  227. name: 'randomWalk',
  228. fake: true,
  229. category: categories.Special,
  230. params: [{ name: "name", type: "string", }],
  231. defaultParams: ['randomWalk']
  232. });
  233. addFuncDef({
  234. name: 'countSeries',
  235. category: categories.Special
  236. });
  237. addFuncDef({
  238. name: 'constantLine',
  239. category: categories.Special,
  240. params: [{ name: "value", type: "int", }],
  241. defaultParams: [10]
  242. });
  243. addFuncDef({
  244. name: 'cactiStyle',
  245. category: categories.Special,
  246. });
  247. addFuncDef({
  248. name: 'keepLastValue',
  249. category: categories.Special,
  250. params: [{ name: "n", type: "int", }],
  251. defaultParams: [100]
  252. });
  253. addFuncDef({
  254. name: 'scale',
  255. category: categories.Transform,
  256. params: [{ name: "factor", type: "int", }],
  257. defaultParams: [1]
  258. });
  259. addFuncDef({
  260. name: 'offset',
  261. category: categories.Transform,
  262. params: [{ name: "amount", type: "int", }],
  263. defaultParams: [10]
  264. });
  265. addFuncDef({
  266. name: 'transformNull',
  267. category: categories.Transform,
  268. params: [{ name: "amount", type: "int", }],
  269. defaultParams: [0]
  270. });
  271. addFuncDef({
  272. name: 'integral',
  273. category: categories.Transform,
  274. });
  275. addFuncDef({
  276. name: 'derivative',
  277. category: categories.Transform,
  278. });
  279. addFuncDef({
  280. name: 'nonNegativeDerivative',
  281. category: categories.Transform,
  282. params: [{ name: "max value or 0", type: "int", optional: true }],
  283. defaultParams: ['']
  284. });
  285. addFuncDef({
  286. name: 'timeShift',
  287. category: categories.Transform,
  288. params: [{ name: "amount", type: "select", options: ['1h', '6h', '12h', '1d', '2d', '7d', '14d', '30d'] }],
  289. defaultParams: ['1d']
  290. });
  291. addFuncDef({
  292. name: 'summarize',
  293. category: categories.Transform,
  294. params: [
  295. { name: "interval", type: "string" },
  296. { name: "func", type: "select", options: ['sum', 'avg', 'min', 'max', 'last'] },
  297. { name: "alignToFrom", type: "boolean", optional: true, options: ['false', 'true'] },
  298. ],
  299. defaultParams: ['1h', 'sum', 'false']
  300. });
  301. addFuncDef({
  302. name: 'smartSummarize',
  303. category: categories.Transform,
  304. params: [{ name: "interval", type: "string" }, { name: "func", type: "select", options: ['sum', 'avg', 'min', 'max', 'last'] }],
  305. defaultParams: ['1h', 'sum']
  306. });
  307. addFuncDef({
  308. name: 'absolute',
  309. category: categories.Transform,
  310. });
  311. addFuncDef({
  312. name: 'hitcount',
  313. category: categories.Transform,
  314. params: [{ name: "interval", type: "string" }],
  315. defaultParams: ['10s']
  316. });
  317. addFuncDef({
  318. name: 'log',
  319. category: categories.Transform,
  320. params: [{ name: "base", type: "int" }],
  321. defaultParams: ['10']
  322. });
  323. addFuncDef({
  324. name: 'averageAbove',
  325. category: categories.Filter,
  326. params: [{ name: "n", type: "int", }],
  327. defaultParams: [25]
  328. });
  329. addFuncDef({
  330. name: 'averageBelow',
  331. category: categories.Filter,
  332. params: [{ name: "n", type: "int", }],
  333. defaultParams: [25]
  334. });
  335. addFuncDef({
  336. name: 'currentAbove',
  337. category: categories.Filter,
  338. params: [{ name: "n", type: "int", }],
  339. defaultParams: [25]
  340. });
  341. addFuncDef({
  342. name: 'currentBelow',
  343. category: categories.Filter,
  344. params: [{ name: "n", type: "int", }],
  345. defaultParams: [25]
  346. });
  347. addFuncDef({
  348. name: 'maximumAbove',
  349. category: categories.Filter,
  350. params: [{ name: "value", type: "int" }],
  351. defaultParams: [0]
  352. });
  353. addFuncDef({
  354. name: 'maximumBelow',
  355. category: categories.Filter,
  356. params: [{ name: "value", type: "int" }],
  357. defaultParams: [0]
  358. });
  359. addFuncDef({
  360. name: 'minimumAbove',
  361. category: categories.Filter,
  362. params: [{ name: "value", type: "int" }],
  363. defaultParams: [0]
  364. });
  365. addFuncDef({
  366. name: 'limit',
  367. category: categories.Filter,
  368. params: [{ name: "n", type: "int" }],
  369. defaultParams: [5]
  370. });
  371. addFuncDef({
  372. name: 'mostDeviant',
  373. category: categories.Filter,
  374. params: [{ name: "n", type: "int" }],
  375. defaultParams: [10]
  376. });
  377. addFuncDef({
  378. name: "exclude",
  379. category: categories.Filter,
  380. params: [{ name: "exclude", type: 'string' }],
  381. defaultParams: ['exclude']
  382. });
  383. addFuncDef({
  384. name: 'highestCurrent',
  385. category: categories.Filter,
  386. params: [{ name: "count", type: "int" }],
  387. defaultParams: [5]
  388. });
  389. addFuncDef({
  390. name: 'highestMax',
  391. category: categories.Filter,
  392. params: [{ name: "count", type: "int" }],
  393. defaultParams: [5]
  394. });
  395. addFuncDef({
  396. name: 'lowestCurrent',
  397. category: categories.Filter,
  398. params: [{ name: "count", type: "int" }],
  399. defaultParams: [5]
  400. });
  401. addFuncDef({
  402. name: 'movingAverage',
  403. category: categories.Filter,
  404. params: [{ name: "window size", type: "int" }],
  405. defaultParams: [10]
  406. });
  407. addFuncDef({
  408. name: 'movingMedian',
  409. category: categories.Filter,
  410. params: [{ name: "windowSize", type: "select", options: ['1min', '5min', '15min', '30min', '1hour'] }],
  411. defaultParams: ['1min']
  412. });
  413. addFuncDef({
  414. name: 'stdev',
  415. category: categories.Filter,
  416. params: [{ name: "n", type: "int" }, { name: "tolerance", type: "int" }],
  417. defaultParams: [5,0.1]
  418. });
  419. addFuncDef({
  420. name: 'highestAverage',
  421. category: categories.Filter,
  422. params: [{ name: "count", type: "int" }],
  423. defaultParams: [5]
  424. });
  425. addFuncDef({
  426. name: 'lowestAverage',
  427. category: categories.Filter,
  428. params: [{ name: "count", type: "int" }],
  429. defaultParams: [5]
  430. });
  431. addFuncDef({
  432. name: 'removeAbovePercentile',
  433. category: categories.Filter,
  434. params: [{ name: "n", type: "int" }],
  435. defaultParams: [5]
  436. });
  437. addFuncDef({
  438. name: 'removeAboveValue',
  439. category: categories.Filter,
  440. params: [{ name: "n", type: "int" }],
  441. defaultParams: [5]
  442. });
  443. addFuncDef({
  444. name: 'removeBelowPercentile',
  445. category: categories.Filter,
  446. params: [{ name: "n", type: "int" }],
  447. defaultParams: [5]
  448. });
  449. addFuncDef({
  450. name: 'removeBelowValue',
  451. category: categories.Filter,
  452. params: [{ name: "n", type: "int" }],
  453. defaultParams: [5]
  454. });
  455. _.each(categories, function(funcList, catName) {
  456. categories[catName] = _.sortBy(funcList, 'name');
  457. });
  458. function FuncInstance(funcDef, options) {
  459. this.def = funcDef;
  460. this.params = [];
  461. if (options && options.withDefaultParams) {
  462. this.params = funcDef.defaultParams.slice(0);
  463. }
  464. this.updateText();
  465. }
  466. FuncInstance.prototype.render = function(metricExp) {
  467. var str = this.def.name + '(';
  468. var parameters = _.map(this.params, function(value, index) {
  469. var paramType = this.def.params[index].type;
  470. if (paramType === 'int' || paramType === 'value_or_series' || paramType === 'boolean') {
  471. return value;
  472. }
  473. return "'" + value + "'";
  474. }, this);
  475. if (metricExp) {
  476. parameters.unshift(metricExp);
  477. }
  478. return str + parameters.join(', ') + ')';
  479. };
  480. FuncInstance.prototype._hasMultipleParamsInString = function(strValue, index) {
  481. if (strValue.indexOf(',') === -1) {
  482. return false;
  483. }
  484. return this.def.params[index + 1] && this.def.params[index + 1].optional;
  485. };
  486. FuncInstance.prototype.updateParam = function(strValue, index) {
  487. // handle optional parameters
  488. // if string contains ',' and next param is optional, split and update both
  489. if (this._hasMultipleParamsInString(strValue, index)) {
  490. _.each(strValue.split(','), function(partVal, idx) {
  491. this.updateParam(partVal.trim(), idx);
  492. }, this);
  493. return;
  494. }
  495. if (strValue === '' && this.def.params[index].optional) {
  496. this.params.splice(index, 1);
  497. }
  498. else {
  499. this.params[index] = strValue;
  500. }
  501. this.updateText();
  502. };
  503. FuncInstance.prototype.updateText = function () {
  504. if (this.params.length === 0) {
  505. this.text = this.def.name + '()';
  506. return;
  507. }
  508. var text = this.def.name + '(';
  509. text += this.params.join(', ');
  510. text += ')';
  511. this.text = text;
  512. };
  513. return {
  514. createFuncInstance: function(funcDef, options) {
  515. if (_.isString(funcDef)) {
  516. if (!index[funcDef]) {
  517. throw { message: 'Method not found ' + name };
  518. }
  519. funcDef = index[funcDef];
  520. }
  521. return new FuncInstance(funcDef, options);
  522. },
  523. getFuncDef: function(name) {
  524. return index[name];
  525. },
  526. getCategories: function() {
  527. return categories;
  528. }
  529. };
  530. });