use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct DemaCross {
name: String,
fast_period: usize,
slow_period: usize,
fast_k: Decimal,
fast_ema1: Option<Decimal>,
fast_ema2: Option<Decimal>,
fast_seed1: Vec<Decimal>,
fast_seed2: Vec<Decimal>,
fast_ema1_ready: bool,
slow_k: Decimal,
slow_ema1: Option<Decimal>,
slow_ema2: Option<Decimal>,
slow_seed1: Vec<Decimal>,
slow_seed2: Vec<Decimal>,
slow_ema1_ready: bool,
prev_fast: Option<Decimal>,
prev_slow: Option<Decimal>,
}
impl DemaCross {
pub fn new(name: impl Into<String>, fast: usize, slow: usize) -> Result<Self, FinError> {
if fast == 0 { return Err(FinError::InvalidPeriod(fast)); }
if slow == 0 { return Err(FinError::InvalidPeriod(slow)); }
if fast >= slow { return Err(FinError::InvalidPeriod(fast)); }
let fast_k = Decimal::from(2u32) / Decimal::from((fast + 1) as u32);
let slow_k = Decimal::from(2u32) / Decimal::from((slow + 1) as u32);
Ok(Self {
name: name.into(),
fast_period: fast,
slow_period: slow,
fast_k,
fast_ema1: None,
fast_ema2: None,
fast_seed1: Vec::with_capacity(fast),
fast_seed2: Vec::with_capacity(fast),
fast_ema1_ready: false,
slow_k,
slow_ema1: None,
slow_ema2: None,
slow_seed1: Vec::with_capacity(slow),
slow_seed2: Vec::with_capacity(slow),
slow_ema1_ready: false,
prev_fast: None,
prev_slow: None,
})
}
fn update_dema(
value: Decimal,
k: Decimal,
period: usize,
ema1: &mut Option<Decimal>,
ema2: &mut Option<Decimal>,
seed1: &mut Vec<Decimal>,
seed2: &mut Vec<Decimal>,
ema1_ready: &mut bool,
) -> Option<Decimal> {
if !*ema1_ready {
seed1.push(value);
if seed1.len() == period {
let sma = seed1.iter().sum::<Decimal>() / Decimal::from(period as u32);
*ema1 = Some(sma);
*ema1_ready = true;
}
return None;
}
let e1 = ema1.unwrap() * (Decimal::ONE - k) + value * k;
*ema1 = Some(e1);
if ema2.is_none() {
seed2.push(e1);
if seed2.len() == period {
let sma2 = seed2.iter().sum::<Decimal>() / Decimal::from(period as u32);
*ema2 = Some(sma2);
return Some(Decimal::from(2u32) * e1 - sma2);
}
return None;
}
let e2 = ema2.unwrap() * (Decimal::ONE - k) + e1 * k;
*ema2 = Some(e2);
Some(Decimal::from(2u32) * e1 - e2)
}
}
impl Signal for DemaCross {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let fast_dema = Self::update_dema(
bar.close, self.fast_k, self.fast_period,
&mut self.fast_ema1, &mut self.fast_ema2,
&mut self.fast_seed1, &mut self.fast_seed2,
&mut self.fast_ema1_ready,
);
let slow_dema = Self::update_dema(
bar.close, self.slow_k, self.slow_period,
&mut self.slow_ema1, &mut self.slow_ema2,
&mut self.slow_seed1, &mut self.slow_seed2,
&mut self.slow_ema1_ready,
);
match (fast_dema, slow_dema) {
(Some(f), Some(s)) => {
let signal = match (self.prev_fast, self.prev_slow) {
(Some(pf), Some(ps)) => {
if f > s && pf <= ps { Decimal::from(100u32) }
else if f < s && pf >= ps { -Decimal::from(100u32) }
else { Decimal::ZERO }
}
_ => Decimal::ZERO,
};
self.prev_fast = Some(f);
self.prev_slow = Some(s);
Ok(SignalValue::Scalar(signal))
}
_ => {
if let Some(f) = fast_dema { self.prev_fast = Some(f); }
if let Some(s) = slow_dema { self.prev_slow = Some(s); }
Ok(SignalValue::Unavailable)
}
}
}
fn is_ready(&self) -> bool { self.prev_fast.is_some() && self.prev_slow.is_some() }
fn period(&self) -> usize { self.slow_period }
fn reset(&mut self) {
self.fast_ema1 = None;
self.fast_ema2 = None;
self.fast_seed1.clear();
self.fast_seed2.clear();
self.fast_ema1_ready = false;
self.slow_ema1 = None;
self.slow_ema2 = None;
self.slow_seed1.clear();
self.slow_seed2.clear();
self.slow_ema1_ready = false;
self.prev_fast = None;
self.prev_slow = None;
}
}
#[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_dema_cross_invalid() {
assert!(DemaCross::new("d", 0, 20).is_err());
assert!(DemaCross::new("d", 20, 5).is_err());
assert!(DemaCross::new("d", 5, 5).is_err());
}
#[test]
fn test_dema_cross_unavailable_before_warmup() {
let mut d = DemaCross::new("d", 3, 5).unwrap();
assert_eq!(d.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
assert!(!d.is_ready());
}
#[test]
fn test_dema_cross_flat_no_cross() {
let mut d = DemaCross::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 {
assert_eq!(v, dec!(0));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_dema_cross_bullish_cross() {
let mut d = DemaCross::new("d", 3, 5).unwrap();
for _ in 0..20 { d.update_bar(&bar("100")).unwrap(); }
let mut found_cross = false;
for i in 1..=30u32 {
if let SignalValue::Scalar(v) = d.update_bar(&bar(&(100 + i).to_string())).unwrap() {
if v == dec!(100) { found_cross = true; break; }
}
}
assert!(found_cross);
}
#[test]
fn test_dema_cross_reset() {
let mut d = DemaCross::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());
}
}