word-cloud.js 14 KB

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  1. "use strict";
  2. Object.defineProperty(exports, "__esModule", { value: true });
  3. exports.functor = exports.transform = exports.wordCloud = void 0;
  4. var util_1 = require("@antv/util");
  5. var DEFAULT_OPTIONS = {
  6. font: function () { return 'serif'; },
  7. padding: 1,
  8. size: [500, 500],
  9. spiral: 'archimedean',
  10. // timeInterval: Infinity // max execute time
  11. timeInterval: 3000, // max execute time
  12. // imageMask: '', // instance of Image, must be loaded
  13. };
  14. /**
  15. * 根据对应的数据对象,计算每个
  16. * 词语在画布中的渲染位置,并返回
  17. * 计算后的数据对象
  18. * @param words
  19. * @param options
  20. */
  21. function wordCloud(words, options) {
  22. // 混入默认配置
  23. options = (0, util_1.assign)({}, DEFAULT_OPTIONS, options);
  24. return transform(words, options);
  25. }
  26. exports.wordCloud = wordCloud;
  27. /**
  28. * 抛出没有混入默认配置的方法,用于测试。
  29. * @param words
  30. * @param options
  31. */
  32. function transform(words, options) {
  33. // 布局对象
  34. var layout = tagCloud();
  35. ['font', 'fontSize', 'fontWeight', 'padding', 'rotate', 'size', 'spiral', 'timeInterval', 'random'].forEach(function (key) {
  36. if (!(0, util_1.isNil)(options[key])) {
  37. layout[key](options[key]);
  38. }
  39. });
  40. layout.words(words);
  41. if (options.imageMask) {
  42. layout.createMask(options.imageMask);
  43. }
  44. var result = layout.start();
  45. var tags = result._tags;
  46. tags.forEach(function (tag) {
  47. tag.x += options.size[0] / 2;
  48. tag.y += options.size[1] / 2;
  49. });
  50. var _a = options.size, w = _a[0], h = _a[1];
  51. // 添加两个参照数据,分别表示左上角和右下角。
  52. // 不添加的话不会按照真实的坐标渲染,而是以
  53. // 数据中的边界坐标为边界进行拉伸,以铺满画布。
  54. // 这样的后果会导致词语之间的重叠。
  55. tags.push({
  56. text: '',
  57. value: 0,
  58. x: 0,
  59. y: 0,
  60. opacity: 0,
  61. });
  62. tags.push({
  63. text: '',
  64. value: 0,
  65. x: w,
  66. y: h,
  67. opacity: 0,
  68. });
  69. return tags;
  70. }
  71. exports.transform = transform;
  72. var cloudRadians = Math.PI / 180, cw = (1 << 11) >> 5, ch = 1 << 11;
  73. function cloudText(d) {
  74. return d.text;
  75. }
  76. function cloudFont() {
  77. return 'serif';
  78. }
  79. function cloudFontNormal() {
  80. return 'normal';
  81. }
  82. function cloudFontSize(d) {
  83. return d.value;
  84. }
  85. function cloudRotate() {
  86. return ~~(Math.random() * 2) * 90;
  87. }
  88. function cloudPadding() {
  89. return 1;
  90. }
  91. // Fetches a monochrome sprite bitmap for the specified text.
  92. // Load in batches for speed.
  93. function cloudSprite(contextAndRatio, d, data, di) {
  94. if (d.sprite)
  95. return;
  96. var c = contextAndRatio.context, ratio = contextAndRatio.ratio;
  97. c.clearRect(0, 0, (cw << 5) / ratio, ch / ratio);
  98. var x = 0, y = 0, maxh = 0;
  99. var n = data.length;
  100. --di;
  101. while (++di < n) {
  102. d = data[di];
  103. c.save();
  104. c.font = d.style + ' ' + d.weight + ' ' + ~~((d.size + 1) / ratio) + 'px ' + d.font;
  105. var w = c.measureText(d.text + 'm').width * ratio, h = d.size << 1;
  106. if (d.rotate) {
  107. var sr = Math.sin(d.rotate * cloudRadians), cr = Math.cos(d.rotate * cloudRadians), wcr = w * cr, wsr = w * sr, hcr = h * cr, hsr = h * sr;
  108. w = ((Math.max(Math.abs(wcr + hsr), Math.abs(wcr - hsr)) + 0x1f) >> 5) << 5;
  109. h = ~~Math.max(Math.abs(wsr + hcr), Math.abs(wsr - hcr));
  110. }
  111. else {
  112. w = ((w + 0x1f) >> 5) << 5;
  113. }
  114. if (h > maxh)
  115. maxh = h;
  116. if (x + w >= cw << 5) {
  117. x = 0;
  118. y += maxh;
  119. maxh = 0;
  120. }
  121. if (y + h >= ch)
  122. break;
  123. c.translate((x + (w >> 1)) / ratio, (y + (h >> 1)) / ratio);
  124. if (d.rotate)
  125. c.rotate(d.rotate * cloudRadians);
  126. c.fillText(d.text, 0, 0);
  127. if (d.padding) {
  128. c.lineWidth = 2 * d.padding;
  129. c.strokeText(d.text, 0, 0);
  130. }
  131. c.restore();
  132. d.width = w;
  133. d.height = h;
  134. d.xoff = x;
  135. d.yoff = y;
  136. d.x1 = w >> 1;
  137. d.y1 = h >> 1;
  138. d.x0 = -d.x1;
  139. d.y0 = -d.y1;
  140. d.hasText = true;
  141. x += w;
  142. }
  143. var pixels = c.getImageData(0, 0, (cw << 5) / ratio, ch / ratio).data, sprite = [];
  144. while (--di >= 0) {
  145. d = data[di];
  146. if (!d.hasText)
  147. continue;
  148. var w = d.width, w32 = w >> 5;
  149. var h = d.y1 - d.y0;
  150. // Zero the buffer
  151. for (var i = 0; i < h * w32; i++)
  152. sprite[i] = 0;
  153. x = d.xoff;
  154. if (x == null)
  155. return;
  156. y = d.yoff;
  157. var seen = 0, seenRow = -1;
  158. for (var j = 0; j < h; j++) {
  159. for (var i = 0; i < w; i++) {
  160. var k = w32 * j + (i >> 5), m = pixels[((y + j) * (cw << 5) + (x + i)) << 2] ? 1 << (31 - (i % 32)) : 0;
  161. sprite[k] |= m;
  162. seen |= m;
  163. }
  164. if (seen)
  165. seenRow = j;
  166. else {
  167. d.y0++;
  168. h--;
  169. j--;
  170. y++;
  171. }
  172. }
  173. d.y1 = d.y0 + seenRow;
  174. d.sprite = sprite.slice(0, (d.y1 - d.y0) * w32);
  175. }
  176. }
  177. // Use mask-based collision detection.
  178. function cloudCollide(tag, board, sw) {
  179. sw >>= 5;
  180. var sprite = tag.sprite, w = tag.width >> 5, lx = tag.x - (w << 4), sx = lx & 0x7f, msx = 32 - sx, h = tag.y1 - tag.y0;
  181. var x = (tag.y + tag.y0) * sw + (lx >> 5), last;
  182. for (var j = 0; j < h; j++) {
  183. last = 0;
  184. for (var i = 0; i <= w; i++) {
  185. if (((last << msx) | (i < w ? (last = sprite[j * w + i]) >>> sx : 0)) & board[x + i])
  186. return true;
  187. }
  188. x += sw;
  189. }
  190. return false;
  191. }
  192. function cloudBounds(bounds, d) {
  193. var b0 = bounds[0], b1 = bounds[1];
  194. if (d.x + d.x0 < b0.x)
  195. b0.x = d.x + d.x0;
  196. if (d.y + d.y0 < b0.y)
  197. b0.y = d.y + d.y0;
  198. if (d.x + d.x1 > b1.x)
  199. b1.x = d.x + d.x1;
  200. if (d.y + d.y1 > b1.y)
  201. b1.y = d.y + d.y1;
  202. }
  203. function collideRects(a, b) {
  204. return a.x + a.x1 > b[0].x && a.x + a.x0 < b[1].x && a.y + a.y1 > b[0].y && a.y + a.y0 < b[1].y;
  205. }
  206. function archimedeanSpiral(size) {
  207. var e = size[0] / size[1];
  208. return function (t) {
  209. return [e * (t *= 0.1) * Math.cos(t), t * Math.sin(t)];
  210. };
  211. }
  212. function rectangularSpiral(size) {
  213. var dy = 4, dx = (dy * size[0]) / size[1];
  214. var x = 0, y = 0;
  215. return function (t) {
  216. var sign = t < 0 ? -1 : 1;
  217. // See triangular numbers: T_n = n * (n + 1) / 2.
  218. switch ((Math.sqrt(1 + 4 * sign * t) - sign) & 3) {
  219. case 0:
  220. x += dx;
  221. break;
  222. case 1:
  223. y += dy;
  224. break;
  225. case 2:
  226. x -= dx;
  227. break;
  228. default:
  229. y -= dy;
  230. break;
  231. }
  232. return [x, y];
  233. };
  234. }
  235. // TODO reuse arrays?
  236. function zeroArray(n) {
  237. var a = [];
  238. var i = -1;
  239. while (++i < n)
  240. a[i] = 0;
  241. return a;
  242. }
  243. function cloudCanvas() {
  244. return document.createElement('canvas');
  245. }
  246. function functor(d) {
  247. return (0, util_1.isFunction)(d)
  248. ? d
  249. : function () {
  250. return d;
  251. };
  252. }
  253. exports.functor = functor;
  254. var spirals = {
  255. archimedean: archimedeanSpiral,
  256. rectangular: rectangularSpiral,
  257. };
  258. function tagCloud() {
  259. var size = [256, 256], font = cloudFont, fontSize = cloudFontSize, fontWeight = cloudFontNormal, rotate = cloudRotate, padding = cloudPadding, spiral = archimedeanSpiral, random = Math.random, words = [], timeInterval = Infinity;
  260. var text = cloudText;
  261. var fontStyle = cloudFontNormal;
  262. var canvas = cloudCanvas;
  263. var cloud = {};
  264. cloud.start = function () {
  265. var width = size[0], height = size[1];
  266. var contextAndRatio = getContext(canvas()), board = cloud.board ? cloud.board : zeroArray((size[0] >> 5) * size[1]), n = words.length, tags = [], data = words
  267. .map(function (d, i, data) {
  268. d.text = text.call(this, d, i, data);
  269. d.font = font.call(this, d, i, data);
  270. d.style = fontStyle.call(this, d, i, data);
  271. d.weight = fontWeight.call(this, d, i, data);
  272. d.rotate = rotate.call(this, d, i, data);
  273. d.size = ~~fontSize.call(this, d, i, data);
  274. d.padding = padding.call(this, d, i, data);
  275. return d;
  276. })
  277. .sort(function (a, b) {
  278. return b.size - a.size;
  279. });
  280. var i = -1, bounds = !cloud.board
  281. ? null
  282. : [
  283. {
  284. x: 0,
  285. y: 0,
  286. },
  287. {
  288. x: width,
  289. y: height,
  290. },
  291. ];
  292. step();
  293. function step() {
  294. var start = Date.now();
  295. while (Date.now() - start < timeInterval && ++i < n) {
  296. var d = data[i];
  297. d.x = (width * (random() + 0.5)) >> 1;
  298. d.y = (height * (random() + 0.5)) >> 1;
  299. cloudSprite(contextAndRatio, d, data, i);
  300. if (d.hasText && place(board, d, bounds)) {
  301. tags.push(d);
  302. if (bounds) {
  303. if (!cloud.hasImage) {
  304. // update bounds if image mask not set
  305. cloudBounds(bounds, d);
  306. }
  307. }
  308. else {
  309. bounds = [
  310. { x: d.x + d.x0, y: d.y + d.y0 },
  311. { x: d.x + d.x1, y: d.y + d.y1 },
  312. ];
  313. }
  314. // Temporary hack
  315. d.x -= size[0] >> 1;
  316. d.y -= size[1] >> 1;
  317. }
  318. }
  319. cloud._tags = tags;
  320. cloud._bounds = bounds;
  321. }
  322. return cloud;
  323. };
  324. function getContext(canvas) {
  325. canvas.width = canvas.height = 1;
  326. var ratio = Math.sqrt(canvas.getContext('2d', { willReadFrequently: true }).getImageData(0, 0, 1, 1).data
  327. .length >> 2);
  328. canvas.width = (cw << 5) / ratio;
  329. canvas.height = ch / ratio;
  330. var context = canvas.getContext('2d', { willReadFrequently: true });
  331. context.fillStyle = context.strokeStyle = 'red';
  332. context.textAlign = 'center';
  333. return { context: context, ratio: ratio };
  334. }
  335. function place(board, tag, bounds) {
  336. // const perimeter = [{ x: 0, y: 0 }, { x: size[0], y: size[1] }],
  337. var startX = tag.x, startY = tag.y, maxDelta = Math.sqrt(size[0] * size[0] + size[1] * size[1]), s = spiral(size), dt = random() < 0.5 ? 1 : -1;
  338. var dxdy, t = -dt, dx, dy;
  339. while ((dxdy = s((t += dt)))) {
  340. dx = ~~dxdy[0];
  341. dy = ~~dxdy[1];
  342. if (Math.min(Math.abs(dx), Math.abs(dy)) >= maxDelta)
  343. break;
  344. tag.x = startX + dx;
  345. tag.y = startY + dy;
  346. if (tag.x + tag.x0 < 0 || tag.y + tag.y0 < 0 || tag.x + tag.x1 > size[0] || tag.y + tag.y1 > size[1])
  347. continue;
  348. // TODO only check for collisions within current bounds.
  349. if (!bounds || !cloudCollide(tag, board, size[0])) {
  350. if (!bounds || collideRects(tag, bounds)) {
  351. var sprite = tag.sprite, w = tag.width >> 5, sw = size[0] >> 5, lx = tag.x - (w << 4), sx = lx & 0x7f, msx = 32 - sx, h = tag.y1 - tag.y0;
  352. var last = void 0, x = (tag.y + tag.y0) * sw + (lx >> 5);
  353. for (var j = 0; j < h; j++) {
  354. last = 0;
  355. for (var i = 0; i <= w; i++) {
  356. board[x + i] |= (last << msx) | (i < w ? (last = sprite[j * w + i]) >>> sx : 0);
  357. }
  358. x += sw;
  359. }
  360. delete tag.sprite;
  361. return true;
  362. }
  363. }
  364. }
  365. return false;
  366. }
  367. cloud.createMask = function (img) {
  368. var can = document.createElement('canvas');
  369. var width = size[0], height = size[1];
  370. // 当 width 或 height 为 0 时,调用 cxt.getImageData 会报错
  371. if (!width || !height) {
  372. return;
  373. }
  374. var w32 = width >> 5;
  375. var board = zeroArray((width >> 5) * height);
  376. can.width = width;
  377. can.height = height;
  378. var cxt = can.getContext('2d');
  379. cxt.drawImage(img, 0, 0, img.width, img.height, 0, 0, width, height);
  380. var imageData = cxt.getImageData(0, 0, width, height).data;
  381. for (var j = 0; j < height; j++) {
  382. for (var i = 0; i < width; i++) {
  383. var k = w32 * j + (i >> 5);
  384. var tmp = (j * width + i) << 2;
  385. var flag = imageData[tmp] >= 250 && imageData[tmp + 1] >= 250 && imageData[tmp + 2] >= 250;
  386. var m = flag ? 1 << (31 - (i % 32)) : 0;
  387. board[k] |= m;
  388. }
  389. }
  390. cloud.board = board;
  391. cloud.hasImage = true;
  392. };
  393. cloud.timeInterval = function (_) {
  394. timeInterval = _ == null ? Infinity : _;
  395. };
  396. cloud.words = function (_) {
  397. words = _;
  398. };
  399. cloud.size = function (_) {
  400. size = [+_[0], +_[1]];
  401. };
  402. cloud.font = function (_) {
  403. font = functor(_);
  404. };
  405. cloud.fontWeight = function (_) {
  406. fontWeight = functor(_);
  407. };
  408. cloud.rotate = function (_) {
  409. rotate = functor(_);
  410. };
  411. cloud.spiral = function (_) {
  412. spiral = spirals[_] || _;
  413. };
  414. cloud.fontSize = function (_) {
  415. fontSize = functor(_);
  416. };
  417. cloud.padding = function (_) {
  418. padding = functor(_);
  419. };
  420. cloud.random = function (_) {
  421. random = functor(_);
  422. };
  423. return cloud;
  424. }
  425. //# sourceMappingURL=word-cloud.js.map