use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct Dsp {
name: String,
period: usize,
k: Decimal,
ema1_seed: VecDeque<Decimal>,
ema1: Option<Decimal>,
ema2_seed: VecDeque<Decimal>,
ema2: Option<Decimal>,
}
impl Dsp {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period == 0 { return Err(FinError::InvalidPeriod(period)); }
#[allow(clippy::cast_possible_truncation)]
let k = Decimal::TWO / Decimal::from((period + 1) as u32);
Ok(Self {
name: name.into(),
period,
k,
ema1_seed: VecDeque::with_capacity(period),
ema1: None,
ema2_seed: VecDeque::with_capacity(period),
ema2: None,
})
}
}
impl Signal for Dsp {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let close = bar.close;
let ema1_val = match self.ema1 {
None => {
self.ema1_seed.push_back(close);
if self.ema1_seed.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let seed: Decimal = self.ema1_seed.iter().sum::<Decimal>()
/ Decimal::from(self.period as u32);
self.ema1 = Some(seed);
seed
}
Some(prev) => {
let v = close * self.k + prev * (Decimal::ONE - self.k);
self.ema1 = Some(v);
v
}
};
let ema2_val = match self.ema2 {
None => {
self.ema2_seed.push_back(ema1_val);
if self.ema2_seed.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let seed: Decimal = self.ema2_seed.iter().sum::<Decimal>()
/ Decimal::from(self.period as u32);
self.ema2 = Some(seed);
seed
}
Some(prev) => {
let v = ema1_val * self.k + prev * (Decimal::ONE - self.k);
self.ema2 = Some(v);
v
}
};
Ok(SignalValue::Scalar(ema1_val - ema2_val))
}
fn is_ready(&self) -> bool {
self.ema2.is_some()
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.ema1_seed.clear();
self.ema1 = None;
self.ema2_seed.clear();
self.ema2 = 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_dsp_invalid_period() {
assert!(Dsp::new("d", 0).is_err());
}
#[test]
fn test_dsp_unavailable_before_warmup() {
let mut dsp = Dsp::new("d", 3).unwrap();
for _ in 0..4 {
assert_eq!(dsp.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
assert!(!dsp.is_ready());
}
#[test]
fn test_dsp_scalar_after_warmup() {
let mut dsp = Dsp::new("d", 3).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..10 {
last = dsp.update_bar(&bar("100")).unwrap();
}
assert!(matches!(last, SignalValue::Scalar(_)));
assert!(dsp.is_ready());
}
#[test]
fn test_dsp_flat_price_converges_to_zero() {
let mut dsp = Dsp::new("d", 3).unwrap();
for _ in 0..30 {
dsp.update_bar(&bar("100")).unwrap();
}
if let SignalValue::Scalar(v) = dsp.update_bar(&bar("100")).unwrap() {
assert!(v.abs() < dec!(0.001), "expected near-zero, got {v}");
}
}
#[test]
fn test_dsp_reset() {
let mut dsp = Dsp::new("d", 3).unwrap();
for _ in 0..15 { dsp.update_bar(&bar("100")).unwrap(); }
assert!(dsp.is_ready());
dsp.reset();
assert!(!dsp.is_ready());
assert_eq!(dsp.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}