commonMain.org.jetbrains.letsPlot.stat.stat_ecdf.kt Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of lets-plot-kotlin-kernel Show documentation
Lets-Plot Kotlin API without dependencies.
There is a newer version: 4.8.0
Show newest version
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.GeomOptions
import org.jetbrains.letsPlot.intern.layer.PosOptions
import org.jetbrains.letsPlot.intern.layer.SamplingOptions
import org.jetbrains.letsPlot.intern.layer.WithColorOption
import org.jetbrains.letsPlot.intern.layer.geom.LineAesthetics
import org.jetbrains.letsPlot.intern.layer.geom.LineMapping
import org.jetbrains.letsPlot.intern.layer.stat.ECDFStatParameters
import org.jetbrains.letsPlot.pos.positionIdentity
import org.jetbrains.letsPlot.tooltips.TooltipOptions


@Suppress("ClassName")
/**
 * Displays the empirical cumulative distribution function.
 *
 * ## Examples
 *
 * - [stat_ecdf.ipynb](https://nbviewer.org/github/JetBrains/lets-plot-docs/blob/master/source/kotlin_examples/cookbook/stat_ecdf.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 ecdf stat for this layer, default is `Geom.step()`,
 *  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.
 * @param orientation Specifies the axis that the layer's stat and geom should run along, default = "x".
 *  Possible values: "x", "y".
 * @param n The number of points to interpolate with.
 *  If it's not specified - do not interpolate.
 * @param pad default = true.
 *  If geometry is `Geom.step()` and `pad = true`, then the points at the ends:
 *  (Double.NEGATIVE_INFINITY, 0.0) and (Double.POSITIVE_INFINITY, 1.0) are added to the ecdf.
 * @param x X-axis coordinates.
 * @param y Y-axis coordinates.
 * @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 linetype Type of the line.
 *  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 size Line width.
 * @param colorBy default = "color" ("fill", "color", "paint_a", "paint_b", "paint_c").
 *  Defines the color 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 statECDF(
    data: Map<*, *>? = null,
    geom: GeomOptions = Geom.step(),
    position: PosOptions = positionIdentity,
    showLegend: Boolean = true,
    inheritAes: Boolean? = null,
    manualKey: Any? = null,
    sampling: SamplingOptions? = null,
    tooltips: TooltipOptions? = null,
    orientation: String? = null,
    override val x: Number? = null,
    override val y: Number? = null,
    override val alpha: Number? = null,
    override val color: Any? = null,
    override val linetype: Any? = null,
    override val size: Number? = null,
    override val n: Int? = null,
    override val pad: Boolean? = true,  // set the default
    override val colorBy: String? = null,
    mapping: LineMapping.() -> Unit = {}
) : LineAesthetics,
    ECDFStatParameters,
    WithColorOption,
    Layer(
        mapping = LineMapping().apply(mapping).seal(),
        data = data,
        geom = geom,
        stat = Stat.ecdf(),
        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()
    }
}