use crate::indicators::Indicator;
use crate::types::Candle;
use crate::utils::ringbuf::RingBuf;
#[derive(Debug, Clone)]
pub struct WMA {
period: usize,
window: RingBuf<f64>,
divisor: f64,
}
impl WMA {
pub fn new(period: usize) -> Self {
assert!(period > 0, "period must be > 0");
let divisor = (period * (period + 1) / 2) as f64;
Self {
period,
window: RingBuf::new(period, 0.0),
divisor,
}
}
#[inline]
fn update(&mut self, value: f64) -> Option<f64> {
self.window.push(value);
if self.window.len() < self.period {
return None;
}
let weighted_sum: f64 = self
.window
.iter()
.enumerate()
.map(|(i, &v)| v * ((i + 1) as f64))
.sum();
Some(weighted_sum / self.divisor)
}
}
impl Indicator for WMA {
type Output = f64;
fn next(&mut self, candle: &Candle) -> Option<Self::Output> {
self.update(candle.close)
}
fn reset(&mut self) {
self.window = RingBuf::new(self.period, 0.0);
}
fn warmup_period(&self) -> usize {
self.period
}
fn clone_boxed(&self) -> Box<dyn Indicator<Output = Self::Output>> {
Box::new(self.clone())
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn computes_wma_after_warmup() {
let mut wma = WMA::new(3);
let candles = [1.0, 2.0, 3.0, 4.0]
.iter()
.map(|c| Candle {
timestamp: 0,
open: *c,
high: *c,
low: *c,
close: *c,
volume: 0.0,
})
.collect::<Vec<_>>();
let mut outputs = Vec::new();
for c in &candles {
outputs.push(wma.next(c));
}
assert_eq!(outputs[0], None);
assert_eq!(outputs[1], None);
assert!(outputs[2].is_some());
let wma_val = outputs[2].unwrap();
assert!((wma_val - 2.333333).abs() < 0.0001);
assert!(outputs[3].is_some());
}
#[test]
fn wma_reset_clears_state() {
let mut wma = WMA::new(3);
let candle = Candle {
timestamp: 0,
open: 1.0,
high: 1.0,
low: 1.0,
close: 1.0,
volume: 0.0,
};
wma.next(&candle);
wma.next(&candle);
wma.next(&candle);
assert!(wma.next(&candle).is_some());
wma.reset();
assert_eq!(wma.next(&candle), None);
}
#[test]
fn wma_with_constant_values() {
let mut wma = WMA::new(2);
let candles = [5.0, 5.0, 5.0]
.iter()
.map(|c| Candle {
timestamp: 0,
open: *c,
high: *c,
low: *c,
close: *c,
volume: 0.0,
})
.collect::<Vec<_>>();
let outputs: Vec<_> = candles.iter().map(|c| wma.next(c)).collect();
assert_eq!(outputs[0], None);
assert_eq!(outputs[1], Some(5.0));
assert_eq!(outputs[2], Some(5.0));
}
#[test]
fn wma_warmup_period() {
let wma = WMA::new(5);
assert_eq!(wma.warmup_period(), 5);
}
}