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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()
}
}
