Displaying 50'000 styled plots.
Charts: performance (WIP)
import io.data2viz.charts.*
import io.data2viz.charts.core.*
import io.data2viz.charts.dimension.*
import io.data2viz.charts.chart.*
import io.data2viz.charts.chart.mark.*
import io.data2viz.charts.viz.*
import io.data2viz.charts.layout.*
import io.data2viz.geom.*
import io.data2viz.color.*
import io.data2viz.random.RandomDistribution
import io.data2viz.timeFormat.*
import io.data2viz.timeFormat.TimeLocale
import kotlinx.datetime.Instant
import io.data2viz.math.*
import io.data2viz.shape.*
fun main() {
// Creating and sizing the VizContainer
val vc = newVizContainer().apply {
size = Size(width, height)
}
vc.chart(samples) {
config {
events {
zoomMode = ZoomMode.None
panMode = PanMode.None
highlightMode = HighlightMode.None
}
cursor {
show = false
}
}
val timeDim = temporal( { domain.timestamp } )
val tempDim = quantitative( { domain.temperature } )
val colorDim = discrete( { Colors.hsl((domain.temperature * 170.0 - 3).rad, 80.pct, 50.pct) as Color? } )
plot(timeDim, tempDim) {
strokeColor = colorDim
symbol = constant(Symbols.Square)
size = constant(1.0)
}
}
}
val width = 450.0
val height = 300.0
val randomGenerator = RandomDistribution(42).bates(100.0)
data class Sample(
val sampleIndex: Int,
val batchCode: String,
val timestamp: Instant,
val temperature: Double,
val pressure: Double
)
val samples = generateSamples(50_000)
fun generateSamples(numSamples: Int) = (0 until numSamples).map {
val batchIndex = 1 + (it % 4)
val pressure: Double = randomGenerator() * 1000
val temp: Double = randomGenerator() * batchIndex * pressure / 100000
val ts = Instant.fromEpochMilliseconds(1611150127144L + (it * 8632L))
Sample(it, "Batch #$batchIndex", ts, temp, pressure)
}
Sketch created by
pierre
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