commonMain.org.jetbrains.letsPlot.bistro.residual.ResidualPlotBuilder.kt Maven / Gradle / Ivy
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Lets-Plot Kotlin API without dependencies.
/*
* Copyright (c) 2022. 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.bistro.residual
import org.jetbrains.letsPlot.bistro.common.Plot2dUtil
import org.jetbrains.letsPlot.commons.values.Color
import org.jetbrains.letsPlot.geom.geomHLine
import org.jetbrains.letsPlot.intern.*
import org.jetbrains.letsPlot.label.ylab
import org.jetbrains.letsPlot.letsPlot
import org.jetbrains.letsPlot.themes.elementBlank
import org.jetbrains.letsPlot.themes.elementLine
import org.jetbrains.letsPlot.themes.elementText
import org.jetbrains.letsPlot.themes.theme
internal class ResidualPlotBuilder(
data: Map<*, *>,
private val x: String,
private val y: String,
private val method: String?,
private val polynomialDegree: Int?,
private val span: Double?,
private val loessCriticalSize: Int,
private val samplingSeed: Long,
private val geom: String?,
private val bins: Any?,
private val binWidth: Any?,
private val color: String?,
private val size: Number?,
private val alpha: Number?,
private val colorBy: String?,
private val showLegend: Boolean,
private val hline: Boolean,
private val marginal: String
) {
private val myData = asPlotData(data)
fun build(): Plot {
val statData = ResidualUtil.appendResiduals(myData, x, y, colorBy, getModel(), loessCriticalSize, samplingSeed)
val mapping: GenericAesMapping.() -> Unit = {
x = [email protected]
y = ResidualVar.RESIDUAL
if (colorBy != null) {
color = colorBy
fill = colorBy
}
}
val themeOptions = theme(
axis = elementBlank(),
axisTextX = elementText(),
axisTitleX = elementText(),
axisLineY = elementLine(),
axisTicksY = elementLine(),
axisTextY = elementText(),
axisTitleY = elementText()
)
return letsPlot(statData, mapping) + layers() + scales() + themeOptions
}
private fun getModel(): Model {
return Model(
method = if (method != null) Model.Method.safeValueOf(method) else Model.METHOD_DEF,
polynomialDegree = polynomialDegree ?: Model.POLYNOMIAL_DEGREE_DEF,
span = span ?: Model.SPAN_DEF
)
}
private fun scales(): Feature {
val scaleLabel = when (method) {
"none" -> y
else -> "$y residual"
}
return ylab(scaleLabel)
}
private fun layers(): Feature {
val (bins2d, binWidth2d) = Plot2dUtil.getBinParams2d(myData, x, y, bins, binWidth)
var layers: Feature = DummyFeature
// main layer
layers += Plot2dUtil.getGeom2dLayer(
geom,
bins2d,
binWidth2d,
color,
size,
alpha,
colorBy,
showLegend
)
// HLine
if (hline) {
layers += geomHLine(yintercept = 0, color = HLINE_COLOR, linetype = HLINE_LINETYPE)
}
// marginals
if (marginal != "none") {
layers += Plot2dUtil.getMarginalLayers(marginal, bins2d, binWidth2d, color, colorBy, showLegend)
}
return layers
}
companion object {
const val LOESS_CRITICAL_SIZE_DEF = 1_000
const val SAMPLING_SEED_DEF = 37L
const val DEF_GEOM = "point"
const val DEF_MARGINAL = "dens:r"
val HLINE_COLOR = Color.MAGENTA
const val HLINE_LINETYPE = "dashed"
}
}