import { head, indexOf, size, last } from '@antv/util'; import { prettyNumber } from './pretty-number'; export var DEFAULT_Q = [1, 5, 2, 2.5, 4, 3]; export var ALL_Q = [1, 5, 2, 2.5, 4, 3, 1.5, 7, 6, 8, 9]; var eps = Number.EPSILON * 100; function mod(n, m) { return ((n % m) + m) % m; } function simplicity(q, Q, j, lmin, lmax, lstep) { var n = size(Q); var i = indexOf(Q, q); var v = 0; var m = mod(lmin, lstep); if ((m < eps || lstep - m < eps) && lmin <= 0 && lmax >= 0) { v = 1; } return 1 - i / (n - 1) - j + v; } function simplicityMax(q, Q, j) { var n = size(Q); var i = indexOf(Q, q); var v = 1; return 1 - i / (n - 1) - j + v; } function density(k, m, dMin, dMax, lMin, lMax) { var r = (k - 1) / (lMax - lMin); var rt = (m - 1) / (Math.max(lMax, dMax) - Math.min(dMin, lMin)); return 2 - Math.max(r / rt, rt / r); } function densityMax(k, m) { if (k >= m) { return 2 - (k - 1) / (m - 1); } return 1; } function coverage(dMin, dMax, lMin, lMax) { var range = dMax - dMin; return 1 - (0.5 * (Math.pow((dMax - lMax), 2) + Math.pow((dMin - lMin), 2))) / Math.pow((0.1 * range), 2); } function coverageMax(dMin, dMax, span) { var range = dMax - dMin; if (span > range) { var half = (span - range) / 2; return 1 - Math.pow(half, 2) / Math.pow((0.1 * range), 2); } return 1; } function legibility() { return 1; } /** * An Extension of Wilkinson's Algorithm for Position Tick Labels on Axes * https://www.yuque.com/preview/yuque/0/2019/pdf/185317/1546999150858-45c3b9c2-4e86-4223-bf1a-8a732e8195ed.pdf * @param dMin 最小值 * @param dMax 最大值 * @param m tick个数 * @param onlyLoose 是否允许扩展min、max,不绝对强制,例如[3, 97] * @param Q nice numbers集合 * @param w 四个优化组件的权重 */ export default function extended(dMin, dMax, n, onlyLoose, Q, w) { if (n === void 0) { n = 5; } if (onlyLoose === void 0) { onlyLoose = true; } if (Q === void 0) { Q = DEFAULT_Q; } if (w === void 0) { w = [0.25, 0.2, 0.5, 0.05]; } // 处理小于 0 和小数的 tickCount var m = n < 0 ? 0 : Math.round(n); // nan 也会导致异常 if (Number.isNaN(dMin) || Number.isNaN(dMax) || typeof dMin !== 'number' || typeof dMax !== 'number' || !m) { return { min: 0, max: 0, ticks: [], }; } // js 极大值极小值问题,差值小于 1e-15 会导致计算出错 if (dMax - dMin < 1e-15 || m === 1) { return { min: dMin, max: dMax, ticks: [dMin], }; } var best = { score: -2, lmin: 0, lmax: 0, lstep: 0, }; var j = 1; while (j < Infinity) { for (var i = 0; i < Q.length; i += 1) { var q = Q[i]; var sm = simplicityMax(q, Q, j); if (w[0] * sm + w[1] + w[2] + w[3] < best.score) { j = Infinity; break; } var k = 2; while (k < Infinity) { var dm = densityMax(k, m); if (w[0] * sm + w[1] + w[2] * dm + w[3] < best.score) { break; } var delta = (dMax - dMin) / (k + 1) / j / q; var z = Math.ceil(Math.log10(delta)); while (z < Infinity) { var step = j * q * Math.pow(10, z); var cm = coverageMax(dMin, dMax, step * (k - 1)); if (w[0] * sm + w[1] * cm + w[2] * dm + w[3] < best.score) { break; } var minStart = Math.floor(dMax / step) * j - (k - 1) * j; var maxStart = Math.ceil(dMin / step) * j; if (minStart <= maxStart) { var count = maxStart - minStart; for (var i_1 = 0; i_1 <= count; i_1 += 1) { var start = minStart + i_1; var lMin = start * (step / j); var lMax = lMin + step * (k - 1); var lStep = step; var s = simplicity(q, Q, j, lMin, lMax, lStep); var c = coverage(dMin, dMax, lMin, lMax); var g = density(k, m, dMin, dMax, lMin, lMax); var l = legibility(); var score = w[0] * s + w[1] * c + w[2] * g + w[3] * l; if (score > best.score && (!onlyLoose || (lMin <= dMin && lMax >= dMax))) { best.lmin = lMin; best.lmax = lMax; best.lstep = lStep; best.score = score; } } } z += 1; } k += 1; } } j += 1; } var lmax = best.lmax, lmin = best.lmin, lstep = best.lstep; var tickCount = Math.floor((lmax - lmin) / lstep) + 1; var ticks = new Array(tickCount); for (var i = 0; i < tickCount; i++) { ticks[i] = prettyNumber(lmin + i * lstep); } return { min: Math.min(dMin, head(ticks)), max: Math.max(dMax, last(ticks)), ticks: ticks, }; } //# sourceMappingURL=extended.js.map