{"version":3,"file":"index.umd.js","sources":["../.yarn/cache/@sgratzl-boxplots-npm-1.3.0-2ad9d2aedb-38d204c4a0.zip/node_modules/@sgratzl/boxplots/build/index.js","../src/data.ts","../src/animation.ts","../src/tooltip.ts","../src/controllers/StatsBase.ts","../src/elements/base.ts","../src/elements/BoxAndWiskers.ts","../src/elements/Violin.ts","../src/controllers/patchController.ts","../src/controllers/BoxPlotController.ts","../src/controllers/ViolinController.ts","../src/index.umd.ts"],"sourcesContent":["/**\n * @sgratzl/boxplots\n * https://github.com/sgratzl/boxplots\n *\n * Copyright (c) 2021 Samuel Gratzl <sam@sgratzl.com>\n */\n\nconst HELPER = Math.sqrt(2 * Math.PI);\nfunction gaussian(u) {\n    return Math.exp(-0.5 * u * u) / HELPER;\n}\nfunction toSampleVariance(variance, len) {\n    return (variance * len) / (len - 1);\n}\nfunction nrd(iqr, variance, len) {\n    let s = Math.sqrt(toSampleVariance(variance, len));\n    if (typeof iqr === 'number') {\n        s = Math.min(s, iqr / 1.34);\n    }\n    return 1.06 * s * Math.pow(len, -0.2);\n}\nfunction kde(stats) {\n    const len = stats.items.length;\n    const bandwidth = nrd(stats.iqr, stats.variance, len);\n    return (x) => {\n        let i = 0;\n        let sum = 0;\n        for (i = 0; i < len; i++) {\n            const v = stats.items[i];\n            sum += gaussian((x - v) / bandwidth);\n        }\n        return sum / bandwidth / len;\n    };\n}\n\nfunction quantilesInterpolate(arr, length, interpolate) {\n    const n1 = length - 1;\n    const compute = (q) => {\n        const index = q * n1;\n        const lo = Math.floor(index);\n        const h = index - lo;\n        const a = arr[lo];\n        return h === 0 ? a : interpolate(a, arr[Math.min(lo + 1, n1)], h);\n    };\n    return {\n        q1: compute(0.25),\n        median: compute(0.5),\n        q3: compute(0.75),\n    };\n}\nfunction quantilesType7(arr, length = arr.length) {\n    return quantilesInterpolate(arr, length, (a, b, alpha) => a + alpha * (b - a));\n}\nfunction quantilesLinear(arr, length = arr.length) {\n    return quantilesInterpolate(arr, length, (i, j, fraction) => i + (j - i) * fraction);\n}\nfunction quantilesLower(arr, length = arr.length) {\n    return quantilesInterpolate(arr, length, (i) => i);\n}\nfunction quantilesHigher(arr, length = arr.length) {\n    return quantilesInterpolate(arr, length, (_, j) => j);\n}\nfunction quantilesNearest(arr, length = arr.length) {\n    return quantilesInterpolate(arr, length, (i, j, fraction) => (fraction < 0.5 ? i : j));\n}\nfunction quantilesMidpoint(arr, length = arr.length) {\n    return quantilesInterpolate(arr, length, (i, j) => (i + j) * 0.5);\n}\nfunction quantilesFivenum(arr, length = arr.length) {\n    const n = length;\n    const n4 = Math.floor((n + 3) / 2) / 2;\n    const compute = (d) => 0.5 * (arr[Math.floor(d) - 1] + arr[Math.ceil(d) - 1]);\n    return {\n        q1: compute(n4),\n        median: compute((n + 1) / 2),\n        q3: compute(n + 1 - n4),\n    };\n}\nfunction quantilesHinges(arr, length = arr.length) {\n    return quantilesFivenum(arr, length);\n}\n\nfunction createSortedData(data) {\n    let valid = 0;\n    const { length } = data;\n    const vs = data instanceof Float64Array ? new Float64Array(length) : new Float32Array(length);\n    for (let i = 0; i < length; i += 1) {\n        const v = data[i];\n        if (v == null || Number.isNaN(v)) {\n            continue;\n        }\n        vs[valid] = v;\n        valid += 1;\n    }\n    const missing = length - valid;\n    if (valid === 0) {\n        return {\n            min: Number.NaN,\n            max: Number.NaN,\n            missing,\n            s: [],\n        };\n    }\n    const validData = valid === length ? vs : vs.subarray(0, valid);\n    validData.sort((a, b) => (a === b ? 0 : a < b ? -1 : 1));\n    const min = validData[0];\n    const max = validData[validData.length - 1];\n    return {\n        min,\n        max,\n        missing,\n        s: validData,\n    };\n}\nfunction withSortedData(data) {\n    if (data.length === 0) {\n        return {\n            min: Number.NaN,\n            max: Number.NaN,\n            missing: 0,\n            s: [],\n        };\n    }\n    const min = data[0];\n    const max = data[data.length - 1];\n    return {\n        min,\n        max,\n        missing: 0,\n        s: data,\n    };\n}\nfunction computeWhiskers(s, valid, min, max, { eps, quantiles, coef, whiskersMode }) {\n    const same = (a, b) => Math.abs(a - b) < eps;\n    const { median, q1, q3 } = quantiles(s, valid);\n    const iqr = q3 - q1;\n    const isCoefValid = typeof coef === 'number' && coef > 0;\n    let whiskerLow = isCoefValid ? Math.max(min, q1 - coef * iqr) : min;\n    let whiskerHigh = isCoefValid ? Math.min(max, q3 + coef * iqr) : max;\n    const outlierLow = [];\n    for (let i = 0; i < valid; i += 1) {\n        const v = s[i];\n        if (v >= whiskerLow || same(v, whiskerLow)) {\n            if (whiskersMode === 'nearest') {\n                whiskerLow = v;\n            }\n            break;\n        }\n        if (outlierLow.length === 0 || !same(outlierLow[outlierLow.length - 1], v)) {\n            outlierLow.push(v);\n        }\n    }\n    const reversedOutlierHigh = [];\n    for (let i = valid - 1; i >= 0; i -= 1) {\n        const v = s[i];\n        if (v <= whiskerHigh || same(v, whiskerHigh)) {\n            if (whiskersMode === 'nearest') {\n                whiskerHigh = v;\n            }\n            break;\n        }\n        if ((reversedOutlierHigh.length === 0 || !same(reversedOutlierHigh[reversedOutlierHigh.length - 1], v)) &&\n            (outlierLow.length === 0 || !same(outlierLow[outlierLow.length - 1], v))) {\n            reversedOutlierHigh.push(v);\n        }\n    }\n    const outlier = outlierLow.concat(reversedOutlierHigh.reverse());\n    return {\n        median,\n        q1,\n        q3,\n        iqr,\n        outlier,\n        whiskerHigh,\n        whiskerLow,\n    };\n}\nfunction computeStats(s, valid) {\n    let mean = 0;\n    for (let i = 0; i < valid; i++) {\n        const v = s[i];\n        mean += v;\n    }\n    mean /= valid;\n    let variance = 0;\n    for (let i = 0; i < valid; i++) {\n        const v = s[i];\n        variance += (v - mean) * (v - mean);\n    }\n    variance /= valid;\n    return {\n        mean,\n        variance,\n    };\n}\nfunction boxplot(data, options = {}) {\n    const fullOptions = {\n        coef: 1.5,\n        eps: 10e-3,\n        quantiles: quantilesType7,\n        validAndSorted: false,\n        whiskersMode: 'nearest',\n        ...options,\n    };\n    const { missing, s, min, max } = fullOptions.validAndSorted ? withSortedData(data) : createSortedData(data);\n    const invalid = {\n        min: Number.NaN,\n        max: Number.NaN,\n        mean: Number.NaN,\n        missing,\n        iqr: Number.NaN,\n        count: data.length,\n        whiskerHigh: Number.NaN,\n        whiskerLow: Number.NaN,\n        outlier: [],\n        median: Number.NaN,\n        q1: Number.NaN,\n        q3: Number.NaN,\n        variance: 0,\n        items: [],\n        kde: () => 0,\n    };\n    const valid = data.length - missing;\n    if (valid === 0) {\n        return invalid;\n    }\n    const result = {\n        min,\n        max,\n        count: data.length,\n        missing,\n        items: s,\n        ...computeStats(s, valid),\n        ...computeWhiskers(s, valid, min, max, fullOptions),\n    };\n    return {\n        ...result,\n        kde: kde(result),\n    };\n}\n\nexport { boxplot, boxplot as default, kde, quantilesFivenum, quantilesHigher, quantilesHinges, quantilesInterpolate, quantilesLinear, quantilesLower, quantilesMidpoint, quantilesNearest, quantilesType7 };\n//# 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