use crate::aes::Aesthetic;
use crate::coord::Coord;
use crate::data::{DataFrame, Value};
use crate::position::identity::PositionIdentity;
use crate::position::Position;
use crate::render::backend::{DrawBackend, LineStyle, Linetype, RectStyle};
use crate::render::RenderError;
use crate::scale::ScaleSet;
use crate::stat::density::StatDensity;
use crate::stat::Stat;
use crate::theme::Theme;
use super::{Geom, GeomParams};
pub struct GeomDensity {
pub fill: (u8, u8, u8),
pub color: (u8, u8, u8),
pub alpha: f64,
pub line_width: f64,
}
impl Default for GeomDensity {
fn default() -> Self {
GeomDensity {
fill: (97, 156, 255),
color: (50, 50, 50),
alpha: 0.3,
line_width: 1.0,
}
}
}
impl Geom for GeomDensity {
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 fill_col = data.column("fill");
let color_col = data.column("color");
let plot_area = backend.plot_area();
let x_scale = scales.get(&Aesthetic::X);
let y_scale = scales.get(&Aesthetic::Y);
let base_ny = y_scale.map(|s| s.map(&Value::Float(0.0))).unwrap_or(0.0);
let group_col = color_col.or(fill_col);
let groups: Vec<(String, Vec<usize>)> = if let Some(gc) = group_col {
let mut groups: Vec<(String, Vec<usize>)> = Vec::new();
for (i, v) in gc.iter().enumerate() {
let key = v.to_group_key();
if let Some(entry) = groups.iter_mut().find(|(k, _)| k == &key) {
entry.1.push(i);
} else {
groups.push((key, vec![i]));
}
}
groups
} else {
vec![("".to_string(), (0..data.nrows()).collect())]
};
for (_, indices) in &groups {
if indices.is_empty() {
continue;
}
let first_idx = indices[0];
let fill_color = fill_col
.and_then(|fc| scales.map_color(&Aesthetic::Fill, &fc[first_idx]))
.or_else(|| {
color_col.and_then(|cc| scales.map_color(&Aesthetic::Color, &cc[first_idx]))
})
.unwrap_or(self.fill);
let line_color = color_col
.and_then(|cc| scales.map_color(&Aesthetic::Color, &cc[first_idx]))
.or_else(|| {
fill_col.and_then(|fc| scales.map_color(&Aesthetic::Fill, &fc[first_idx]))
})
.unwrap_or(self.color);
let mut upper: Vec<(f64, f64)> = Vec::new();
let mut lower: Vec<(f64, f64)> = Vec::new();
for &i in indices {
let nx = x_scale.map(|s| s.map(&x_col[i])).unwrap_or(0.0);
let ny = y_scale.map(|s| s.map(&y_col[i])).unwrap_or(0.0);
upper.push(coord.transform((nx, ny), &plot_area));
lower.push(coord.transform((nx, base_ny), &plot_area));
}
let mut polygon = upper.clone();
lower.reverse();
polygon.extend(lower);
if polygon.len() >= 3 {
backend.draw_polygon(
&polygon,
&RectStyle {
fill: Some(fill_color),
stroke: None,
stroke_width: 0.0,
alpha: self.alpha,
clip: true,
},
)?;
}
if upper.len() >= 2 {
backend.draw_line(
&upper,
&LineStyle {
color: line_color,
alpha: 1.0,
width: self.line_width,
linetype: Linetype::Solid,
},
)?;
}
}
Ok(())
}
fn required_aes(&self) -> Vec<Aesthetic> {
vec![Aesthetic::X]
}
fn default_stat(&self) -> Box<dyn Stat> {
Box::new(StatDensity::default())
}
fn default_position(&self) -> Box<dyn Position> {
Box::new(PositionIdentity)
}
fn default_params(&self) -> GeomParams {
GeomParams::default()
}
fn name(&self) -> &str {
"density"
}
fn set_series_color(&mut self, color: (u8, u8, u8)) {
self.fill = color;
}
}