import get from 'es-toolkit/compat/get'; export const mathSign = (value: number) => { if (value === 0) { return 0; } if (value > 0) { return 1; } return -1; }; export const isNan = (value: unknown): boolean => { // eslint-disable-next-line eqeqeq return typeof value == 'number' && value != +value; }; export const isPercent = (value: string | number): value is `${number}%` => typeof value === 'string' && value.indexOf('%') === value.length - 1; export const isNumber = (value: unknown): value is number => (typeof value === 'number' || value instanceof Number) && !isNan(value); export const isNumOrStr = (value: unknown): value is number | string => isNumber(value) || typeof value === 'string'; let idCounter = 0; export const uniqueId = (prefix?: string) => { const id = ++idCounter; return `${prefix || ''}${id}`; }; /** * Get percent value of a total value * @param {number|string} percent A percent * @param {number} totalValue Total value * @param {number} defaultValue The value returned when percent is undefined or invalid * @param {boolean} validate If set to be true, the result will be validated * @return {number} value */ export const getPercentValue = ( percent: number | string, totalValue: number | undefined, defaultValue = 0, validate = false, ) => { if (!isNumber(percent) && typeof percent !== 'string') { return defaultValue; } let value: number; if (isPercent(percent)) { if (totalValue == null) { return defaultValue; } const index = percent.indexOf('%'); value = (totalValue * parseFloat((percent as string).slice(0, index))) / 100; } else { value = +percent; } if (isNan(value)) { value = defaultValue; } if (validate && totalValue != null && value > totalValue) { value = totalValue; } return value; }; export const hasDuplicate = (ary: ReadonlyArray): boolean => { if (!Array.isArray(ary)) { return false; } const len = ary.length; const cache: Record = {}; for (let i = 0; i < len; i++) { if (!cache[ary[i]]) { cache[ary[i]] = true; } else { return true; } } return false; }; /** * @deprecated instead use {@link interpolate} * this function returns a function that is called immediately in all use-cases. * Instead, use interpolate which returns a number and skips the anonymous function step. * @param numberA The first number * @param numberB The second number * @return A function that returns the interpolated number */ export const interpolateNumber = (numberA: number | undefined, numberB: number | undefined) => { if (isNumber(numberA) && isNumber(numberB)) { return (t: number) => numberA + t * (numberB - numberA); } return () => numberB; }; export function interpolate(start: unknown, end: number, t: number): number; export function interpolate(start: unknown, end: null, t: number): null; export function interpolate(start: unknown, end: number | null, t: number): number | null; export function interpolate(start: unknown, end: number | null, t: number): number | null { if (isNumber(start) && isNumber(end)) { return start + t * (end - start); } return end; } export function findEntryInArray( ary: ReadonlyArray, specifiedKey: number | string | ((entry: T) => unknown), specifiedValue: unknown, ): T | undefined { if (!ary || !ary.length) { return undefined; } return ary.find( entry => entry && (typeof specifiedKey === 'function' ? specifiedKey(entry) : get(entry, specifiedKey)) === specifiedValue, ); } /** * The least square linear regression * @param {Array} data The array of points * @returns {Object} The domain of x, and the parameter of linear function */ export const getLinearRegression = (data: ReadonlyArray<{ cx?: number; cy?: number }>) => { if (!data || !data.length) { return null; } const len = data.length; let xsum = 0; let ysum = 0; let xysum = 0; let xxsum = 0; let xmin = Infinity; let xmax = -Infinity; let xcurrent = 0; let ycurrent = 0; for (let i = 0; i < len; i++) { xcurrent = data[i].cx || 0; ycurrent = data[i].cy || 0; xsum += xcurrent; ysum += ycurrent; xysum += xcurrent * ycurrent; xxsum += xcurrent * xcurrent; xmin = Math.min(xmin, xcurrent); xmax = Math.max(xmax, xcurrent); } const a = len * xxsum !== xsum * xsum ? (len * xysum - xsum * ysum) / (len * xxsum - xsum * xsum) : 0; return { xmin, xmax, a, b: (ysum - a * xsum) / len, }; }; type Nullish = null | undefined; /** * Checks if the value is null or undefined * @param value The value to check * @returns true if the value is null or undefined */ export const isNullish = (value: unknown): value is Nullish => { return value === null || typeof value === 'undefined'; }; /** *Uppercase the first letter of a string * @param {string} value The string to uppercase * @returns {string} The uppercased string */ export const upperFirst = (value: string): string => { if (isNullish(value)) { return value; } return `${value.charAt(0).toUpperCase()}${value.slice(1)}`; };