use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct TrueRangeEma {
name: String,
period: usize,
prev_close: Option<Decimal>,
ema: Option<Decimal>,
seed: Vec<Decimal>,
}
impl TrueRangeEma {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period == 0 { return Err(FinError::InvalidPeriod(period)); }
Ok(Self {
name: name.into(),
period,
prev_close: None,
ema: None,
seed: Vec::with_capacity(period),
})
}
}
impl Signal for TrueRangeEma {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let tr = bar.true_range(self.prev_close);
self.prev_close = Some(bar.close);
let k = Decimal::from(2u32) / Decimal::from((self.period + 1) as u32);
if self.ema.is_none() {
self.seed.push(tr);
if self.seed.len() == self.period {
let sma = self.seed.iter().sum::<Decimal>() / Decimal::from(self.period as u32);
self.ema = Some(sma);
}
return Ok(SignalValue::Unavailable);
}
let prev = self.ema.unwrap();
let new_ema = prev + k * (tr - prev);
self.ema = Some(new_ema);
Ok(SignalValue::Scalar(new_ema))
}
fn is_ready(&self) -> bool { self.ema.is_some() }
fn period(&self) -> usize { self.period }
fn reset(&mut self) {
self.prev_close = None;
self.ema = None;
self.seed.clear();
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
use rust_decimal_macros::dec;
fn bar_hlc(h: &str, l: &str, c: &str) -> OhlcvBar {
let hp = Price::new(h.parse().unwrap()).unwrap();
let lp = Price::new(l.parse().unwrap()).unwrap();
let cp = Price::new(c.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: cp, high: hp, low: lp, close: cp,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
fn bar(c: &str) -> OhlcvBar { bar_hlc(c, c, c) }
#[test]
fn test_tre_invalid() {
assert!(TrueRangeEma::new("t", 0).is_err());
}
#[test]
fn test_tre_unavailable_before_warmup() {
let mut t = TrueRangeEma::new("t", 3).unwrap();
for _ in 0..3 {
assert_eq!(t.update_bar(&bar_hlc("105", "95", "100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_tre_constant_range() {
let mut t = TrueRangeEma::new("t", 3).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..20 { last = t.update_bar(&bar_hlc("105", "95", "100")).unwrap(); }
if let SignalValue::Scalar(v) = last {
let diff = (v - dec!(10)).abs();
assert!(diff < dec!(0.001), "expected ~10, got {v}");
} else { panic!("expected Scalar"); }
}
#[test]
fn test_tre_positive() {
let mut t = TrueRangeEma::new("t", 3).unwrap();
for h in ["105", "107", "103", "110", "98"] {
if let SignalValue::Scalar(v) = t.update_bar(&bar_hlc(h, "90", "100")).unwrap() {
assert!(v > dec!(0), "expected positive, got {v}");
}
}
}
#[test]
fn test_tre_reset() {
let mut t = TrueRangeEma::new("t", 3).unwrap();
for _ in 0..10 { t.update_bar(&bar_hlc("105", "95", "100")).unwrap(); }
assert!(t.is_ready());
t.reset();
assert!(!t.is_ready());
assert_eq!(t.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}