%useLatestDescriptors
%use lets-plot
%use dataframe

LetsPlot.getInfo()

var mpg_df = DataFrame.readCSV("https://raw.githubusercontent.com/JetBrains/lets-plot-kotlin/master/docs/examples/data/mpg.csv")
mpg_df.head()

val mpg_dat = mpg_df.toMap()

val p = letsPlot(mpg_dat) {x="displ"; y="cty"} + 
    scaleSize(range = 5 to 15, breaks = listOf(15, 40)) + ggsize(600, 350)

// Default tooltips.
p + geomPoint(shape=21) {fill="drv"; size="hwy"}

// No tooltips.
p + geomPoint(shape=21, tooltips=tooltipsNone) {fill="drv"; size="hwy"}

// Change format for the "size" aesthetic which is already shown in the tooltip by default.
p + geomPoint(shape=21,
              tooltips=layerTooltips().format("^size", "{.0f} mpg")) {fill="drv"; size="hwy"}

// Show the vehicle "class" value in the tooltip (instead of the value of the "size" aesthetic).
p + geomPoint(shape=21, 
              tooltips=layerTooltips().line("@class")) {fill="drv"; size="hwy"}

// Configure a multiline tooltip.
p + geomPoint(shape=21, 
              tooltips=layerTooltips()
                          .format("cty", ".0f")
                          .format("hwy", ".0f")
                          .format("drv", "{}wd")
                          .line("@manufacturer @model")
                          .line("cty/hwy [mpg]|@cty/@hwy")
                          .line("@|@class")
                          .line("drive train|@drv")
                          .line("@|@year")) {fill="drv"; size="hwy"}

// List of variables to place in a multiline tooltip with the default formatting.
p + geomPoint(shape=21, 
              tooltips=layerTooltips("manufacturer", "model", "class", "year")
             ) {fill="drv"; size="hwy"}

// Define the format for the variable from the list and specify an additional line.
p + geomPoint(shape=21, 
              tooltips=layerTooltips("manufacturer", "model", "class", "drv")
                         .format("drv", "{}wd")
                         .line("cty/hwy [mpg]|@cty/@hwy")
             ) {fill="drv"; size="hwy"}

// Anchor the tooltip in the top-right corner of the plot.
p + geomPoint(shape=21,
              tooltips=layerTooltips()
                          .anchor("top_right")
                          .minWidth(180)
                          .format("cty", ".0f")
                          .format("hwy", ".0f")
                          .format("drv", "{}wd")
                          .line("@manufacturer @model")
                          .line("cty/hwy [mpg]|@cty/@hwy")
                          .line("@|@class")
                          .line("drive train|@drv")
                          .line("@|@year")) {fill="drv"; size="hwy"}

val p2 = letsPlot(mpg_dat) {x="class"; y="hwy"} + theme().legendPositionNone() + ggsize(600, 350)

// Default tooltips
p2 + geomBoxplot()

// Configure text in outlier tootips using the 'format()' function.
p2 + geomBoxplot(tooltips=layerTooltips()
                    .format("^Y", "{.0f}")       // all Y-positionals (note: no 'labels')
                    .format("^middle", ".2f")    // different precision for 'middle' (note: default 'label')
                    .format("^ymin", "min: {}")  // ymin/ymax aesthetics:
                    .format("^ymax", "max: {}")) //  - add custom 'label'

// Replace "side" tooltips with anchored (top_center) "general" tooltip.
// The 'line()' function assigns aesthetic or 'variable' to a general multiline tooltip.
p2 + geomBoxplot(tooltips=layerTooltips()
                    .anchor("top_center")
                    .format("^Y", ".0f")
                    .format("^middle", ".2f")
                    .line("min/max|^ymin/^ymax")
                    .line("lower/upper|^lower/^upper")
                    .line("@|^middle"))

// By default tooltip never shows values defined via layer parameters (constants).
// Still, these values can be added to a layer tooltip using the 'layer_tooltips()' function.
val rand = java.util.Random()
val n = 100
val dat = mapOf<String, Any>(
    "x" to List(n) { rand.nextGaussian() },
    "y" to List(n) { rand.nextGaussian() }
)

letsPlot(dat) {x="x"; y="y"} + 
    geomPoint() +
    geomVLine(xintercept=(dat["x"] as List<Double>).average(), color="red", linetype="dashed", size=1,
              tooltips=layerTooltips().format("^xintercept", ".4f").line("mean = ^xintercept"))

val iris_df = DataFrame.readCSV("https://raw.githubusercontent.com/JetBrains/lets-plot-kotlin/master/docs/examples/data/iris.csv")
iris_df.head()

val iris_dat = iris_df.toMap()

// Default density plot.
letsPlot(iris_dat) + ggsize(650, 300) + 
    geomArea(stat=Stat.density(), color="white") {x="sepal_length"; fill="species"}

// Change the tooltip content.
letsPlot(iris_dat) + ggsize(650, 300) +
    geomArea(stat=Stat.density(),
             color="white",
             tooltips=layerTooltips()
                .anchor("top_right")
                .line("^fill")
                .line("length|^x")
                .line("density|^y")) {x="sepal_length"; fill="species"}

// Use '..density..' variable in the tooltip
letsPlot(iris_dat) + ggsize(650, 300) +
    geomArea(stat=Stat.density(), 
             color="white",
             tooltips=layerTooltips()
                .anchor("top_right")
                .format("..density..", ".4f")
                .line("density|@..density..")) {x="sepal_length"; fill="species"}