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• 4.8.0
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• Stat.kt

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commonMain.org.jetbrains.letsPlot.Stat.kt Maven / Gradle / Ivy

/*
 * Copyright (c) 2021. JetBrains s.r.o.
 * Use of this source code is governed by the MIT license that can be found in the LICENSE file.
 */

package org.jetbrains.letsPlot

import org.jetbrains.letsPlot.intern.StatKind
import org.jetbrains.letsPlot.intern.layer.StatOptions
import org.jetbrains.letsPlot.intern.layer.stat.*

/**
 * Stat options to pass as a value of `stat` parameter of layer functions like:
 *
 * ```kotlin
 * val n = 100
 * val rand = java.util.Random(42)
 * val data = mapOf("x" to List(n) { rand.nextGaussian() })
 * letsPlot(data) +
 *     geomArea(stat = Stat.density()) { x="x" }
 * ```
 */
object Stat {
    val identity = StatOptions(
        StatKind.IDENTITY
    )

    @Suppress("ClassName")
    class density(
        override val bw: Any? = null,
        override val kernel: String? = null,
        override val n: Int? = null,
        override val trim: Boolean? = null,
        override val adjust: Number? = null,
        override val fullScanMax: Int? = null,
        override val quantiles: List? = null,
        mapping: DensityStatMapping.() -> Unit = {},
    ) : DensityStatParameters,
        StatOptions(
            StatKind.DENSITY,
            mapping = DensityStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class count(
        mapping: CountStatMapping.() -> Unit = {}
    ) : StatOptions(
        StatKind.COUNT,
        mapping = CountStatMapping().apply(mapping).seal()
    ) {
    }

    @Suppress("ClassName")
    class count2d(
        mapping: Count2dStatMapping.() -> Unit = {}
    ) : StatOptions(
        StatKind.COUNT2D,
        mapping = Count2dStatMapping().apply(mapping).seal()
    )

    @Suppress("ClassName")
    class sum(
        mapping: SumStatMapping.() -> Unit = {}
    ) : StatOptions(
        StatKind.SUM,
        mapping = SumStatMapping().apply(mapping).seal()
    )

    @Suppress("ClassName")
    class bin(
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        override val center: Number? = null,
        override val boundary: Number? = null,
        override val threshold: Number? = null,
        mapping: BinStatMapping.() -> Unit = {}
    ) : BinStatParameters,
        StatOptions(
            StatKind.BIN,
            mapping = BinStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class boxplot(
        override val varWidth: Boolean? = null,
        @Suppress("SpellCheckingInspection")
        override val coef: Number? = null,
        mapping: BoxplotStatMapping.() -> Unit = {}
    ) : BoxplotStatParameters,
        StatOptions(
            StatKind.BOXPLOT,
            mapping = BoxplotStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class boxplotOutlier(
        @Suppress("SpellCheckingInspection")
        override val coef: Number? = null,
        mapping: BoxplotStatMapping.() -> Unit = {}
    ) : BoxplotOutlierStatParameters,
        StatOptions(
            StatKind.BOXPLOT_OUTLIER,
            mapping = BoxplotStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class summary(
        override val fn: String? = null,
        override val fnMin: String? = null,
        override val fnMax: String? = null,
        override val quantiles: List? = null,
        mapping: SummaryStatMapping.() -> Unit = {}
    ) : SummaryStatParameters,
        StatOptions(
            StatKind.SUMMARY,
            mapping = SummaryStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class summaryBin(
        override val fn: String? = null,
        override val fnMin: String? = null,
        override val fnMax: String? = null,
        override val quantiles: List? = null,
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        override val center: Number? = null,
        override val boundary: Number? = null,
        override val threshold: Number? = null,
        mapping: SummaryBinStatMapping.() -> Unit = {}
    ) : SummaryBinStatParameters,
        StatOptions(
            StatKind.SUMMARYBIN,
            mapping = SummaryBinStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class bin2D(
        override val bins: Pair? = null,
        override val binWidth: Pair? = null,
        override val drop: Boolean? = null,
        mapping: Bin2dStatMapping.() -> Unit = {}
    ) : Bin2dStatParameters,
        StatOptions(
            StatKind.BIN2D,
            mapping = Bin2dStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class contour(
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        mapping: ContourStatMapping.() -> Unit = {}
    ) : ContourStatParameters,
        StatOptions(
            StatKind.CONTOUR,
            mapping = ContourStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class contourFilled(
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        mapping: ContourStatMapping.() -> Unit = {}
    ) : ContourStatParameters,
        StatOptions(
            StatKind.CONTOURF,
            mapping = ContourStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class density2D(
        override val bw: Any? = null,
        override val kernel: String? = null,
        override val n: Int? = null,
        override val adjust: Number? = null,
        override val contour: Boolean? = null,
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        mapping: Density2dStatMapping.() -> Unit = {}
    ) : Density2dStatParameters,
        StatOptions(
            StatKind.DENSITY2D,
            mapping = Density2dStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class density2DFilled(
        override val bw: Any? = null,
        override val kernel: String? = null,
        override val n: Int? = null,
        override val adjust: Number? = null,
        override val contour: Boolean? = null,
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        mapping: Density2dStatMapping.() -> Unit = {}
    ) : Density2dStatParameters,
        StatOptions(
            StatKind.DENSITY2DF,
            mapping = Density2dStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class yDensity(
        override val scale: String? = null,
        override val tailsCutoff: Number? = null,
        override val bw: Any? = null,
        override val kernel: String? = null,
        override val n: Int? = null,
        override val trim: Boolean? = null,
        override val adjust: Number? = null,
        override val fullScanMax: Int? = null,
        override val quantiles: List? = null,
        mapping: YDensityStatMapping.() -> Unit = {}
    ) : YDensityStatParameters,
        StatOptions(
            StatKind.YDENSITY,
            mapping = YDensityStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class densityRidges(
        override val tailsCutoff: Number? = null,
        override val quantiles: List? = null,
        override val bw: Any? = null,
        override val kernel: String? = null,
        override val n: Int? = null,
        override val trim: Boolean? = null,
        override val adjust: Number? = null,
        override val fullScanMax: Int? = null,
        mapping: DensityRidgesStatMapping.() -> Unit = {}
    ) : DensityRidgesStatParameters,
        StatOptions(
            StatKind.DENSITYRIDGES,
            mapping = DensityRidgesStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class smooth(
        override val method: String? = null,
        override val n: Int? = null,
        override val level: Number? = null,
        override val se: Boolean? = null,
        override val span: Number? = null,
        override val deg: Int? = null,
        override val seed: Long? = null,
        override val maxN: Int? = null,
        mapping: SmoothStatMapping.() -> Unit = {}
    ) : SmoothStatParameters,
        StatOptions(
            StatKind.SMOOTH,
            mapping = SmoothStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }


    @Suppress("ClassName")
    class dotplot(
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        override val center: Number? = null,
        override val boundary: Number? = null,
        override val method: String? = null,
        mapping: DotplotStatMapping.() -> Unit = {},
    ) : DotplotStatParameters,
        StatOptions(
            StatKind.DOTPLOT,
            mapping = DotplotStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }


    @Suppress("ClassName")
    class yDotplot(
        override val bins: Int? = null,
        override val binWidth: Number? = null,
        override val center: Number? = null,
        override val boundary: Number? = null,
        override val method: String? = null,
        mapping: YDotplotStatMapping.() -> Unit = {},
    ) : YDotplotStatParameters,
        StatOptions(
            StatKind.YDOTPLOT,
            mapping = YDotplotStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class qq(
        override val distribution: String? = null,
        override val dParams: List? = null,
        mapping: QQStatMapping.() -> Unit = {}
    ) : QQStatParameters,
        StatOptions(
            StatKind.QQ,
            mapping = QQStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class qqLine(
        override val distribution: String? = null,
        override val dParams: List? = null,
        override val quantiles: Pair? = null,
        mapping: QQStatMapping.() -> Unit = {}
    ) : QQLineStatParameters,
        StatOptions(
            StatKind.QQ_LINE,
            mapping = QQStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class qq2(
        mapping: QQ2StatMapping.() -> Unit = {}
    ) : StatOptions(
        StatKind.QQ2,
        mapping = QQ2StatMapping().apply(mapping).seal()
    )

    @Suppress("ClassName")
    class qq2Line(
        override val quantiles: Pair? = null,
        mapping: QQ2StatMapping.() -> Unit = {}
    ) : QQ2LineStatParameters,
        StatOptions(
            StatKind.QQ2_LINE,
            mapping = QQ2StatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }

    @Suppress("ClassName")
    class ecdf(
        override val n: Int? = null,
        override val pad: Boolean? = true,  // set the default,
        mapping: ECDFStatMapping.() -> Unit = {}
    ) : ECDFStatParameters,
        StatOptions(
            StatKind.ECDF,
            mapping = ECDFStatMapping().apply(mapping).seal()
        ) {
        override val parameters = this.seal()
    }
}