use std::collections::HashMap;
use crate::aes::Aesthetic;
use crate::coord::Coord;
use crate::data::DataFrame;
use crate::position::identity::PositionIdentity;
use crate::position::Position;
use crate::render::backend::{DrawBackend, RectStyle};
use crate::render::RenderError;
use crate::scale::ScaleSet;
use crate::stat::ydensity::StatYDensity;
use crate::stat::Stat;
use crate::theme::Theme;
use super::{Geom, GeomParams};
pub struct GeomViolin {
pub fill: (u8, u8, u8),
pub color: (u8, u8, u8),
pub alpha: f64,
pub line_width: f64,
}
impl Default for GeomViolin {
fn default() -> Self {
GeomViolin {
fill: (97, 156, 255),
color: (50, 50, 50),
alpha: 0.7,
line_width: 0.5,
}
}
}
impl Geom for GeomViolin {
fn draw(
&self,
data: &DataFrame,
coord: &dyn Coord,
scales: &ScaleSet,
_theme: &Theme,
backend: &mut dyn DrawBackend,
) -> Result<(), RenderError> {
let x_col = data
.column("x")
.ok_or(RenderError::MissingAesthetic("x".into()))?;
let y_col = data
.column("y")
.ok_or(RenderError::MissingAesthetic("y".into()))?;
let width_col = data
.column("violinwidth")
.ok_or(RenderError::MissingAesthetic("violinwidth".into()))?;
let fill_col = data.column("fill");
let plot_area = backend.plot_area();
let x_scale = scales.get(&Aesthetic::X);
let y_scale = scales.get(&Aesthetic::Y);
let x_is_discrete = x_scale.map(|s| s.is_discrete()).unwrap_or(false);
let max_half_width = if x_is_discrete {
let n = x_scale.map(|s| s.breaks().len()).unwrap_or(1);
0.75 / (n.max(1) as f64 * 2.5)
} else {
0.03
};
let mut order: Vec<String> = Vec::new();
let mut groups: HashMap<String, Vec<usize>> = HashMap::new();
for (i, xv) in x_col.iter().enumerate() {
let key = format!("{xv:?}");
if !groups.contains_key(&key) {
order.push(key.clone());
groups.insert(key.clone(), Vec::new());
}
groups.get_mut(&key).unwrap().push(i);
}
for key in &order {
let idxs = &groups[key];
let first = idxs[0];
let nx = x_scale.map(|s| s.map(&x_col[first])).unwrap_or(0.5);
let fill_color = fill_col
.and_then(|fc| scales.map_color(&Aesthetic::Fill, &fc[first]))
.unwrap_or(self.fill);
let mut right_side: Vec<(f64, f64)> = Vec::with_capacity(idxs.len());
let mut left_side: Vec<(f64, f64)> = Vec::with_capacity(idxs.len());
for &i in idxs {
let ny = y_scale.map(|s| s.map(&y_col[i])).unwrap_or(0.0);
let half = width_col[i].as_f64().unwrap_or(0.0) * max_half_width;
right_side.push(coord.transform((nx + half, ny), &plot_area));
left_side.push(coord.transform((nx - half, ny), &plot_area));
}
let mut polygon = right_side;
left_side.reverse();
polygon.extend(left_side);
if polygon.len() >= 3 {
backend.draw_polygon(
&polygon,
&RectStyle {
fill: Some(fill_color),
stroke: Some(self.color),
stroke_width: self.line_width,
alpha: self.alpha,
clip: true,
},
)?;
}
}
Ok(())
}
fn required_aes(&self) -> Vec<Aesthetic> {
vec![Aesthetic::X, Aesthetic::Y]
}
fn default_stat(&self) -> Box<dyn Stat> {
Box::new(StatYDensity::default())
}
fn default_position(&self) -> Box<dyn Position> {
Box::new(PositionIdentity)
}
fn default_params(&self) -> GeomParams {
GeomParams::default()
}
fn name(&self) -> &str {
"violin"
}
fn set_series_color(&mut self, color: (u8, u8, u8)) {
self.fill = color;
}
}