use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct DemaRatio {
name: String,
fast: usize,
slow: usize,
fast_ema1: Option<Decimal>,
fast_ema2: Option<Decimal>,
fast_seed: Vec<Decimal>,
fast_seed2: Vec<Decimal>,
fast_ema1_ready: bool,
slow_ema1: Option<Decimal>,
slow_ema2: Option<Decimal>,
slow_seed: Vec<Decimal>,
slow_seed2: Vec<Decimal>,
slow_ema1_ready: bool,
}
impl DemaRatio {
pub fn new(name: impl Into<String>, fast: usize, slow: usize) -> Result<Self, FinError> {
if fast == 0 { return Err(FinError::InvalidPeriod(fast)); }
if fast >= slow {
return Err(FinError::InvalidInput("fast must be less than slow".into()));
}
Ok(Self {
name: name.into(),
fast,
slow,
fast_ema1: None,
fast_ema2: None,
fast_seed: Vec::with_capacity(fast),
fast_seed2: Vec::with_capacity(fast),
fast_ema1_ready: false,
slow_ema1: None,
slow_ema2: None,
slow_seed: Vec::with_capacity(slow),
slow_seed2: Vec::with_capacity(slow),
slow_ema1_ready: false,
})
}
fn ema_update(
seed: &mut Vec<Decimal>,
seed2: &mut Vec<Decimal>,
ema1: &mut Option<Decimal>,
ema2: &mut Option<Decimal>,
ema1_ready: &mut bool,
period: usize,
value: Decimal,
) -> Option<Decimal> {
let k = Decimal::from(2u32) / Decimal::from((period + 1) as u32);
if !*ema1_ready {
seed.push(value);
if seed.len() == period {
let sma: Decimal = seed.iter().sum::<Decimal>() / Decimal::from(period as u32);
*ema1 = Some(sma);
*ema1_ready = true;
}
return None;
}
let e1 = ema1.unwrap() + k * (value - ema1.unwrap());
*ema1 = Some(e1);
if ema2.is_none() {
seed2.push(e1);
if seed2.len() == period {
let sma2: Decimal = seed2.iter().sum::<Decimal>() / Decimal::from(period as u32);
*ema2 = Some(sma2);
}
return None;
}
let e2 = ema2.unwrap() + k * (e1 - ema2.unwrap());
*ema2 = Some(e2);
Some(Decimal::from(2u32) * e1 - e2)
}
}
impl Signal for DemaRatio {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let fast_dema = Self::ema_update(
&mut self.fast_seed, &mut self.fast_seed2,
&mut self.fast_ema1, &mut self.fast_ema2,
&mut self.fast_ema1_ready,
self.fast, bar.close,
);
let slow_dema = Self::ema_update(
&mut self.slow_seed, &mut self.slow_seed2,
&mut self.slow_ema1, &mut self.slow_ema2,
&mut self.slow_ema1_ready,
self.slow, bar.close,
);
match (fast_dema, slow_dema) {
(Some(f), Some(s)) if !s.is_zero() => Ok(SignalValue::Scalar(f / s)),
(Some(_), Some(_)) => Ok(SignalValue::Scalar(Decimal::ONE)),
_ => Ok(SignalValue::Unavailable),
}
}
fn is_ready(&self) -> bool { self.fast_ema2.is_some() && self.slow_ema2.is_some() }
fn period(&self) -> usize { self.slow }
fn reset(&mut self) {
self.fast_ema1 = None;
self.fast_ema2 = None;
self.fast_seed.clear();
self.fast_seed2.clear();
self.fast_ema1_ready = false;
self.slow_ema1 = None;
self.slow_ema2 = None;
self.slow_seed.clear();
self.slow_seed2.clear();
self.slow_ema1_ready = false;
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
use rust_decimal_macros::dec;
fn bar(c: &str) -> OhlcvBar {
let p = Price::new(c.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: p, high: p, low: p, close: p,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_dr_invalid() {
assert!(DemaRatio::new("d", 0, 20).is_err());
assert!(DemaRatio::new("d", 20, 10).is_err());
assert!(DemaRatio::new("d", 10, 10).is_err());
}
#[test]
fn test_dr_unavailable_before_warmup() {
let mut d = DemaRatio::new("d", 3, 5).unwrap();
for _ in 0..4 {
assert_eq!(d.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_dr_flat_is_one() {
let mut d = DemaRatio::new("d", 3, 5).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..20 { last = d.update_bar(&bar("100")).unwrap(); }
if let SignalValue::Scalar(v) = last {
let diff = (v - dec!(1)).abs();
assert!(diff < dec!(0.0001), "expected ~1, got {v}");
} else { panic!("expected Scalar"); }
}
#[test]
fn test_dr_step_up_above_one() {
let mut d = DemaRatio::new("d", 3, 5).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..20 { d.update_bar(&bar("100")).unwrap(); }
for _ in 0..3 { last = d.update_bar(&bar("200")).unwrap(); }
if let SignalValue::Scalar(v) = last {
assert!(v > dec!(1), "expected ratio > 1 right after step-up, got {v}");
} else { panic!("expected Scalar"); }
}
#[test]
fn test_dr_reset() {
let mut d = DemaRatio::new("d", 3, 5).unwrap();
for _ in 0..20 { d.update_bar(&bar("100")).unwrap(); }
assert!(d.is_ready());
d.reset();
assert!(!d.is_ready());
}
}