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commonMain.org.jetbrains.letsPlot.bistro.joint.JointPlotBuilder.kt Maven / Gradle / Ivy
/*
* 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.bistro.joint
import org.jetbrains.letsPlot.bistro.common.Plot2dUtil
import org.jetbrains.letsPlot.geom.geomSmooth
import org.jetbrains.letsPlot.intern.DummyFeature
import org.jetbrains.letsPlot.intern.Feature
import org.jetbrains.letsPlot.intern.GenericAesMapping
import org.jetbrains.letsPlot.intern.Plot
import org.jetbrains.letsPlot.intern.asPlotData
import org.jetbrains.letsPlot.label.xlab
import org.jetbrains.letsPlot.label.ylab
import org.jetbrains.letsPlot.letsPlot
internal class JointPlotBuilder(
data: Map<*, *>,
private val x: String,
private val y: String,
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 regLine: Boolean?,
private val se: Boolean,
private val marginal: String?
) {
private val myData = asPlotData(data)
private val myGeomKind = geom ?: DEF_GEOM
fun build(): Plot {
val mapping: GenericAesMapping.() -> Unit = {
x = [email protected]
y = [email protected]
if (colorBy != null) {
color = colorBy
fill = colorBy
}
}
return letsPlot(myData, mapping) + layers() + scales()
}
private fun scales() = xlab(x) + ylab(y)
private fun layers(): Feature {
val (bins2d, binWidth2d) = Plot2dUtil.getBinParams2d(myData, x, y, bins, binWidth)
var layers: Feature = DummyFeature
// main layer
layers += Plot2dUtil.getGeom2dLayer(
myGeomKind,
bins2d,
binWidth2d,
color,
size,
alpha,
colorBy,
showLegend
)
// smooth layer
if (regLine ?: (myGeomKind == "point")) {
layers += geomSmooth(
method = REG_LINE_METHOD,
se = se,
color = REG_LINE_COLOR,
linetype = REG_LINE_LINETYPE
) {
group = colorBy
}
}
// marginals
val definedMarginal = when {
myData.containsKey(x) && myData[x]!!.isEmpty() -> "none"
marginal != null -> marginal
myGeomKind in listOf("density2d", "density2df") -> "dens:tr"
colorBy != null -> "dens:tr"
else -> "hist:tr"
}
if (definedMarginal != "none") {
layers += Plot2dUtil.getMarginalLayers(
definedMarginal,
bins2d,
binWidth2d,
color,
colorBy,
showLegend
)
}
return layers
}
companion object {
const val DEF_GEOM = "point"
const val REG_LINE_METHOD = "lm"
const val REG_LINE_COLOR = "magenta"
const val REG_LINE_LINETYPE = "dashed"
}
}