commonMain.org.jetbrains.letsPlot.stat.stat_summary.kt Maven / Gradle / Ivy
The newest version!
/*
* Copyright (c) 2023. 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.stat
import org.jetbrains.letsPlot.Geom
import org.jetbrains.letsPlot.Stat
import org.jetbrains.letsPlot.intern.Layer
import org.jetbrains.letsPlot.intern.Options
import org.jetbrains.letsPlot.intern.layer.*
import org.jetbrains.letsPlot.intern.layer.geom.PointRangeAesthetics
import org.jetbrains.letsPlot.intern.layer.geom.PointRangeMapping
import org.jetbrains.letsPlot.intern.layer.stat.SummaryStatParameters
import org.jetbrains.letsPlot.pos.positionIdentity
import org.jetbrains.letsPlot.tooltips.TooltipOptions
@Suppress("ClassName")
/**
* Displays the aggregated values of a single continuous variable grouped along the x-axis.
*
* ## Notes
*
* Computed variables:
*
* - ..y.. : result of calculating of `fn`.
* - ..ymin.. : result of calculating of `fnMin`.
* - ..ymax.. : result of calculating of `fnMax`.
*
* To hide axis tooltips, set "blank" or the result of `elementBlank()`
* to the `axisTooltip` or `axisTooltipX` parameter of the `theme()`.
*
* ## Examples
*
* - [stat_summary.ipynb](https://nbviewer.org/github/JetBrains/lets-plot-docs/blob/master/source/kotlin_examples/cookbook/stat_summary.ipynb)
*
* @param data The data to be displayed in this layer. If null, the default, the data
* is inherited from the plot data as specified in the call to [letsPlot][org.jetbrains.letsPlot.letsPlot].
* @param geom The geometry to display the summary stat for this layer, default is `Geom.pointrange()`,
* see [Geom][org.jetbrains.letsPlot.Geom].
* @param position Position adjustment: `positionIdentity`, `positionStack()`, `positionDodge()`, etc. see
* [Position](https://lets-plot.org/kotlin/-lets--plot--kotlin/org.jetbrains.letsPlot.pos/).
* @param showLegend default = true.
* false - do not show legend for this layer.
* @param inheritAes default = true.
* false - do not combine the layer aesthetic mappings with the plot shared mappings.
* @param sampling Result of the call to the `samplingXxx()` function.
* To prevent any sampling for this layer pass value `samplingNone`.
* For more info see [sampling.html](https://lets-plot.org/kotlin/sampling.html).
* @param tooltips Result of the call to the `layerTooltips()` function.
* Specifies appearance, style and content.
* Set `tooltips = tooltipsNone` to hide tooltips from the layer.
* @param orientation Specifies the axis that the layer's stat and geom should run along.
* The default value (`null`) automatically determines the orientation based on the aesthetic mapping.
* If the automatic detection doesn't work, it can be set explicitly by specifying the "x" or "y" orientation.
* @param fn default = "mean" ("count", "sum", "mean", "median", "min", "max", "lq", "mq", "uq").
* Name of function computing stat variable `..y..`.
* Names "lq", "mq", "uq" correspond to lower, middle and upper quantiles, default = listOf(0.25, 0.5, 0.75).
* @param fnMin default = "min" ("count", "sum", "mean", "median", "min", "max", "lq", "mq", "uq").
* Name of function computing stat variable `..ymin..`.
* Names "lq", "mq", "uq" correspond to lower, middle and upper quantiles, default = listOf(0.25, 0.5, 0.75).
* @param fnMax default = "max" ("count", "sum", "mean", "median", "min", "max", "lq", "mq", "uq").
* Name of function computing stat variable `..ymax..`.
* Names "lq", "mq", "uq" correspond to lower, middle and upper quantiles, default = listOf(0.25, 0.5, 0.75).
* @param quantiles default = listOf(0.25, 0.5, 0.75).
* A list of probabilities defining the quantile functions "lq", "mq" and "uq".
* Must contain exactly 3 values between 0 and 1.
* @param x X-axis coordinates for vertical interval / position of mid-point for horizontal interval.
* @param y Y-axis coordinates for horizontal interval / position of mid-point for vertical interval.
* @param ymin Lower bound for vertical interval.
* @param ymax Upper bound for vertical interval.
* @param xmin Lower bound for horizontal interval.
* @param xmax Upper bound for horizontal interval.
* @param alpha Transparency level of a layer. Understands numbers between 0 and 1.
* @param color Color of the geometry.
* For more info see: [aesthetics.html#color-and-fill](https://lets-plot.org/kotlin/aesthetics.html#color-and-fill).
* @param fill Fill color.
* For more info see: [aesthetics.html#color-and-fill](https://lets-plot.org/kotlin/aesthetics.html#color-and-fill).
* @param size Lines width, size of mid-point.
* @param stroke Width of the shape border. Applied only to the shapes having border.
* @param linewidth Line width.
* @param linetype Type of the line of border.
* Accept codes or names (0 = "blank", 1 = "solid", 2 = "dashed", 3 = "dotted", 4 = "dotdash", 5 = "longdash", 6 = "twodash"),
* a hex string (up to 8 digits for dash-gap lengths),
* or a pattern `offset to listOf(dash, gap, ...)` / `listOf(dash, gap, ...)`.
* For more info see: [aesthetics.html#line-types](https://lets-plot.org/kotlin/aesthetics.html#line-types).
* @param shape Shape of the mid-point.
* For more info see: [aesthetics.html#point-shapes](https://lets-plot.org/kotlin/aesthetics.html#point-shapes).
* @param colorBy default = "color" ("fill", "color", "paint_a", "paint_b", "paint_c").
* Defines the color aesthetic for the geometry.
* @param fillBy default = "fill" ("fill", "color", "paint_a", "paint_b", "paint_c").
* Defines the fill aesthetic for the geometry.
* @param mapping Set of aesthetic mappings.
* Aesthetic mappings describe the way that variables in the data are
* mapped to plot "aesthetics".
*/
class statSummary(
data: Map<*, *>? = null,
geom: GeomOptions = Geom.pointrange(),
position: PosOptions = positionIdentity,
showLegend: Boolean = true,
inheritAes: Boolean? = null,
manualKey: Any? = null,
sampling: SamplingOptions? = null,
tooltips: TooltipOptions? = null,
orientation: String? = null,
override val x: Any? = null,
override val y: Any? = null,
override val ymin: Any? = null,
override val ymax: Any? = null,
override val xmin: Any? = null,
override val xmax: Any? = null,
override val alpha: Any? = null,
override val color: Any? = null,
override val fill: Any? = null,
override val linetype: Any? = null,
override val shape: Any? = null,
override val size: Any? = null,
override val stroke: Any? = null,
override val linewidth: Any? = null,
override val fn: String? = null,
override val fnMin: String? = null,
override val fnMax: String? = null,
override val quantiles: List? = null,
override val colorBy: String? = null,
override val fillBy: String? = null,
mapping: PointRangeMapping.() -> Unit = {}
) : PointRangeAesthetics,
SummaryStatParameters,
WithColorOption,
WithFillOption,
Layer(
mapping = PointRangeMapping().apply(mapping).seal(),
data = data,
geom = geom,
stat = Stat.summary(),
position = position,
showLegend = showLegend,
inheritAes = inheritAes,
manualKey = manualKey,
sampling = sampling,
tooltips = tooltips,
orientation = orientation
) {
override fun seal(): Options {
return super.seal() +
super.seal() +
super.seal() +
super.seal()
}
}