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Violin Chart

violin-chartui

Violin chart around Apache ECharts custom series. Gaussian-KDE density halves with quartile box, median dot, and whiskers per group. Theme-aware via registry tokens.

Also available for React ->

Installation

$npx shadcn-vue@latest add https://uipkge.dev/r/vue/violin-chart.json
Named registry:npx shadcn-vue@latest add @uipkge/violin-chartInstalls to:app/components/ui/charts/violin-chart/

Examples

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Props

NameType / ValuesDefaultRequired
groupsViolinGroup[]required
heightnumber | string340optional
optionanyoptional
classstringoptional
ariaLabel

Accessible name announced for the chart image. Defaults to "Chart".

stringoptional

Schema

Type aliases from this item's source — use them to shape the data you pass in.

ViolinGroup
interface ViolinGroup {
  group: string
  values: number[]
}

npm dependencies

Used by

Files installed (3)

  • app/components/ui/charts/violin-chart/ViolinChart.vue5.7 kB
    <script setup lang="ts">
    import { computed } from 'vue'
    import { use } from 'echarts/core'
    import { CanvasRenderer } from 'echarts/renderers'
    import { CustomChart as EChartsCustomChart } from 'echarts/charts'
    import { GridComponent, TooltipComponent, LegendComponent } from 'echarts/components'
    import VChart from 'vue-echarts'
    import { cn } from '@/lib/utils'
    import {
      chartColors,
      chartTextColor,
      chartAxisColor,
      chartSplitLineColor,
      chartTooltipBg,
      chartTooltipBorder,
      chartTooltipText,
      mergeOptionBlock,
    } from '../useChartTheme'
    
    use([CanvasRenderer, EChartsCustomChart, GridComponent, TooltipComponent, LegendComponent])
    
    export interface ViolinGroup {
      group: string
      values: number[]
    }
    
    interface Props {
      groups: ViolinGroup[]
      height?: number | string
      option?: any
      class?: string
      /** Accessible name announced for the chart image. Defaults to "Chart". */
      ariaLabel?: string
    }
    
    const props = withDefaults(defineProps<Props>(), {
      height: 340,
    })
    
    function kde(values: number[], grid: number[]): number[] {
      const n = values.length
      if (!n) return grid.map(() => 0)
      const mean = values.reduce((s, v) => s + v, 0) / n
      const sd = Math.sqrt(values.reduce((s, v) => s + (v - mean) ** 2, 0) / n) || 1
      const h = 1.06 * sd * Math.pow(n, -0.2) || sd
      return grid.map((x) => values.reduce((s, v) => s + Math.exp(-0.5 * ((x - v) / h) ** 2), 0) / (n * h))
    }
    
    function quartiles(sorted: number[]) {
      const q = (p: number) => sorted[Math.min(sorted.length - 1, Math.floor(p * (sorted.length - 1)))]!
      return { q1: q(0.25), med: q(0.5), q3: q(0.75), min: sorted[0]!, max: sorted[sorted.length - 1]! }
    }
    
    const GRID_N = 60
    
    const mergedOption = computed(() => {
      const all = props.groups.flatMap((g) => g.values)
      const lo = Math.min(...all, 0)
      const hi = Math.max(...all, 1)
      const grid = Array.from({ length: GRID_N }, (_, i) => lo + ((hi - lo) * i) / (GRID_N - 1))
      const densities = props.groups.map((g) => kde(g.values, grid))
      const maxD = Math.max(...densities.flat(), 1)
      const W = 0.42
    
      const series = [
        {
          type: 'custom',
          renderItem: (params: any, api: any) => {
            const gi: number = params.dataIndex
            const g = props.groups[gi]!
            const sorted = [...g.values].sort((a, b) => a - b)
            const { q1, med, q3, min, max } = quartiles(sorted)
            const dens = densities[gi]!
            const cx = api.coord([gi, 0])[0]
            const yOf = (v: number) => api.coord([gi, v])[1]
            const xOf = (d: number, side: 1 | -1) =>
              cx + side * ((d / maxD) * W * Math.abs(api.coord([gi + 1, 0])[0] - cx || 60))
            const right = grid.map((v, i) => [xOf(dens[i]!, 1), yOf(v)] as [number, number])
            const left = grid.map((v, i) => [xOf(dens[i]!, -1), yOf(v)] as [number, number]).reverse()
            const color = chartColors.value[gi % chartColors.value.length]
            return {
              type: 'group',
              children: [
                { type: 'polygon', shape: { points: [...right, ...left] }, style: { fill: color, opacity: 0.45 } },
                {
                  type: 'line',
                  shape: { x1: cx, y1: yOf(min), x2: cx, y2: yOf(max) },
                  style: { stroke: chartTextColor.value, lineWidth: 1.5 },
                },
                {
                  type: 'line',
                  shape: { x1: cx, y1: yOf(q1), x2: cx, y2: yOf(q3) },
                  style: { stroke: color, lineWidth: 7, lineCap: 'round' },
                },
                {
                  type: 'circle',
                  shape: { cx, cy: yOf(med), r: 4.5 },
                  style: { fill: chartTooltipBg.value, stroke: color, lineWidth: 2 },
                },
              ],
            }
          },
          data: props.groups.map((g) => g.group),
        },
      ]
      const userOption: any = props.option ?? {}
      const {
        series: userSeries,
        xAxis: userXAxis,
        yAxis: userYAxis,
        grid: userGrid,
        tooltip: userTooltip,
        ...userRest
      } = userOption
      const mergedSeries = Array.isArray(userSeries) ? series.map((s, i) => ({ ...s, ...(userSeries[i] ?? {}) })) : series
      return {
        color: chartColors.value,
        grid: mergeOptionBlock({ left: 16, right: 16, top: 24, bottom: 24, containLabel: true }, userGrid),
        tooltip: mergeOptionBlock(
          {
            trigger: 'item',
            backgroundColor: chartTooltipBg.value,
            borderColor: chartTooltipBorder.value,
            textStyle: { color: chartTooltipText.value, fontSize: 12 },
            formatter: (p: any) => {
              const g = props.groups[p.dataIndex]
              if (!g) return ''
              const s = [...g.values].sort((a, b) => a - b)
              const { q1, med, q3 } = quartiles(s)
              return `${g.group}<br/>n=${g.values.length} median=${med.toFixed(2)}<br/>Q1=${q1.toFixed(2)} Q3=${q3.toFixed(2)}`
            },
          },
          userTooltip,
        ),
        legend: { show: false },
        xAxis: mergeOptionBlock(
          {
            type: 'category',
            data: props.groups.map((g) => g.group),
            axisLine: { lineStyle: { color: chartAxisColor.value } },
            axisLabel: { color: chartTextColor.value, fontSize: 11 },
            axisTick: { show: false },
          },
          userXAxis,
        ),
        yAxis: mergeOptionBlock(
          {
            type: 'value',
            min: lo,
            max: hi,
            splitLine: { lineStyle: { color: chartSplitLineColor.value } },
            axisLabel: { color: chartTextColor.value, fontSize: 11 },
          },
          userYAxis,
        ),
        series: mergedSeries,
        ...userRest,
      }
    })
    </script>
    
    <template>
      <div
        role="img"
        tabindex="0"
        :aria-label="ariaLabel || 'Violin chart'"
        :style="{ height: /^\d+$/.test(String(height)) ? `${height}px` : String(height) }"
        :class="cn('focus-visible:ring-ring w-full focus-visible:ring-2 focus-visible:outline-none', props.class)"
      >
        <VChart :option="mergedOption" :autoresize="true" class="size-full" />
      </div>
    </template>
    
  • app/components/ui/charts/violin-chart/index.ts0.1 kB
  • app/components/ui/charts/useChartTheme.ts8.2 kB

Raw manifest:https://uipkge.dev/r/vue/violin-chart.json