use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct Usm {
name: String,
short: usize,
medium: usize,
long: usize,
k_s: Decimal,
k_m: Decimal,
k_l: Decimal,
prev_close: Option<Decimal>,
ema_s: Option<Decimal>,
ema_m: Option<Decimal>,
ema_l: Option<Decimal>,
seed_s: VecDeque<Decimal>,
seed_m: VecDeque<Decimal>,
seed_l: VecDeque<Decimal>,
}
impl Usm {
pub fn new(name: impl Into<String>, short: usize, medium: usize, long: usize) -> Result<Self, FinError> {
if short == 0 { return Err(FinError::InvalidPeriod(short)); }
if medium == 0 { return Err(FinError::InvalidPeriod(medium)); }
if long == 0 { return Err(FinError::InvalidPeriod(long)); }
if short >= medium { return Err(FinError::InvalidPeriod(short)); }
if medium >= long { return Err(FinError::InvalidPeriod(medium)); }
#[allow(clippy::cast_possible_truncation)]
let k_s = Decimal::TWO / Decimal::from((short + 1) as u32);
#[allow(clippy::cast_possible_truncation)]
let k_m = Decimal::TWO / Decimal::from((medium + 1) as u32);
#[allow(clippy::cast_possible_truncation)]
let k_l = Decimal::TWO / Decimal::from((long + 1) as u32);
Ok(Self {
name: name.into(),
short,
medium,
long,
k_s,
k_m,
k_l,
prev_close: None,
ema_s: None,
ema_m: None,
ema_l: None,
seed_s: VecDeque::with_capacity(short),
seed_m: VecDeque::with_capacity(medium),
seed_l: VecDeque::with_capacity(long),
})
}
fn ema_update(prev: &mut Option<Decimal>, seed: &mut VecDeque<Decimal>, period: usize, k: Decimal, val: Decimal) -> Option<Decimal> {
match *prev {
None => {
seed.push_back(val);
if seed.len() >= period {
let sma = seed.iter().sum::<Decimal>() / Decimal::from(period as u32);
*prev = Some(sma);
Some(sma)
} else {
None
}
}
Some(p) => {
let v = val * k + p * (Decimal::ONE - k);
*prev = Some(v);
Some(v)
}
}
}
}
impl Signal for Usm {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let close = bar.close;
let prev = match self.prev_close {
None => {
self.prev_close = Some(close);
return Ok(SignalValue::Unavailable);
}
Some(p) => p,
};
self.prev_close = Some(close);
let mom = close - prev;
let es = Self::ema_update(&mut self.ema_s, &mut self.seed_s, self.short, self.k_s, mom);
let em = Self::ema_update(&mut self.ema_m, &mut self.seed_m, self.medium, self.k_m, mom);
let el = Self::ema_update(&mut self.ema_l, &mut self.seed_l, self.long, self.k_l, mom);
match (es, em, el) {
(Some(s), Some(m), Some(l)) => Ok(SignalValue::Scalar((s + m + l) / Decimal::from(3u32))),
_ => Ok(SignalValue::Unavailable),
}
}
fn is_ready(&self) -> bool {
self.ema_l.is_some()
}
fn period(&self) -> usize {
self.long
}
fn reset(&mut self) {
self.prev_close = None;
self.ema_s = None;
self.ema_m = None;
self.ema_l = None;
self.seed_s.clear();
self.seed_m.clear();
self.seed_l.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(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_usm_invalid() {
assert!(Usm::new("u", 0, 13, 34).is_err());
assert!(Usm::new("u", 13, 5, 34).is_err()); assert!(Usm::new("u", 5, 34, 13).is_err()); }
#[test]
fn test_usm_unavailable_before_warmup() {
let mut usm = Usm::new("u", 2, 3, 5).unwrap();
for _ in 0..5 {
assert_eq!(usm.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_usm_produces_scalar() {
let mut usm = Usm::new("u", 2, 3, 5).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0..20usize {
last = usm.update_bar(&bar(&(100 + i).to_string())).unwrap();
}
assert!(matches!(last, SignalValue::Scalar(_)));
}
#[test]
fn test_usm_uptrend_positive() {
let mut usm = Usm::new("u", 2, 3, 5).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0..30usize {
last = usm.update_bar(&bar(&(100 + i).to_string())).unwrap();
}
if let SignalValue::Scalar(v) = last {
assert!(v > dec!(0), "uptrend should yield positive USM: {v}");
} else { panic!("expected Scalar"); }
}
#[test]
fn test_usm_reset() {
let mut usm = Usm::new("u", 2, 3, 5).unwrap();
for i in 0..20usize { usm.update_bar(&bar(&(100 + i).to_string())).unwrap(); }
assert!(usm.is_ready());
usm.reset();
assert!(!usm.is_ready());
}
}