use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct TrendMagic {
name: String,
cci_period: usize,
atr_period: usize,
multiplier: Decimal,
typical_prices: VecDeque<Decimal>,
highs: VecDeque<Decimal>,
lows: VecDeque<Decimal>,
closes: VecDeque<Decimal>,
prev_cci: Option<Decimal>,
stop: Option<Decimal>,
bullish: Option<bool>,
}
impl TrendMagic {
pub fn new(
name: impl Into<String>,
cci_period: usize,
atr_period: usize,
multiplier: Decimal,
) -> Result<Self, FinError> {
if cci_period == 0 { return Err(FinError::InvalidPeriod(cci_period)); }
if atr_period == 0 { return Err(FinError::InvalidPeriod(atr_period)); }
let warm_up = cci_period.max(atr_period);
Ok(Self {
name: name.into(),
cci_period,
atr_period,
multiplier,
typical_prices: VecDeque::with_capacity(cci_period),
highs: VecDeque::with_capacity(warm_up + 1),
lows: VecDeque::with_capacity(warm_up + 1),
closes: VecDeque::with_capacity(warm_up + 2),
prev_cci: None,
stop: None,
bullish: None,
})
}
pub fn is_bullish(&self) -> bool {
self.bullish == Some(true)
}
pub fn is_bearish(&self) -> bool {
self.bullish == Some(false)
}
fn cci(typicals: &VecDeque<Decimal>) -> Option<Decimal> {
let n = typicals.len();
if n == 0 { return None; }
#[allow(clippy::cast_possible_truncation)]
let nd = Decimal::from(n as u32);
let mean: Decimal = typicals.iter().sum::<Decimal>() / nd;
let mad: Decimal = typicals.iter().map(|v| (*v - mean).abs()).sum::<Decimal>() / nd;
if mad.is_zero() { return Some(Decimal::ZERO); }
let latest = *typicals.back()?;
let cci_015 = Decimal::new(15, 3);
(latest - mean).checked_div(cci_015 * mad)
}
fn atr(highs: &VecDeque<Decimal>, lows: &VecDeque<Decimal>, closes: &VecDeque<Decimal>, period: usize) -> Decimal {
if highs.len() < period || closes.len() < 2 { return Decimal::ZERO; }
let n = highs.len().min(period);
let h_slice = highs.iter().rev().take(n);
let l_slice = lows.iter().rev().take(n);
let c_slice = closes.iter().rev().skip(1).take(n);
let trs: Vec<Decimal> = h_slice.zip(l_slice).zip(c_slice).map(|((h, l), pc)| {
let hl = h - l;
let hc = (h - pc).abs();
let lc = (l - pc).abs();
hl.max(hc).max(lc)
}).collect();
if trs.is_empty() { return Decimal::ZERO; }
#[allow(clippy::cast_possible_truncation)]
let n = trs.len() as u32;
trs.iter().sum::<Decimal>() / Decimal::from(n)
}
}
impl Signal for TrendMagic {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.cci_period.max(self.atr_period) }
fn is_ready(&self) -> bool { self.bullish.is_some() }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let tp = bar.typical_price();
self.typical_prices.push_back(tp);
if self.typical_prices.len() > self.cci_period { self.typical_prices.pop_front(); }
self.highs.push_back(bar.high);
if self.highs.len() > self.atr_period + 1 { self.highs.pop_front(); }
self.lows.push_back(bar.low);
if self.lows.len() > self.atr_period + 1 { self.lows.pop_front(); }
self.closes.push_back(bar.close);
if self.closes.len() > self.atr_period + 2 { self.closes.pop_front(); }
let warm = self.cci_period.max(self.atr_period);
if self.typical_prices.len() < self.cci_period || self.highs.len() < self.atr_period {
return Ok(SignalValue::Unavailable);
}
let cci = Self::cci(&self.typical_prices).unwrap_or(Decimal::ZERO);
let atr = Self::atr(&self.highs, &self.lows, &self.closes, self.atr_period);
let prev_cci = self.prev_cci.unwrap_or(cci);
let cci_100 = Decimal::ONE_HUNDRED;
let now_bullish = match self.bullish {
None => {
cci >= cci_100
}
Some(was_bullish) => {
if !was_bullish && cci > cci_100 && prev_cci <= cci_100 {
true } else if was_bullish && cci < -cci_100 && prev_cci >= -cci_100 {
false } else {
was_bullish
}
}
};
self.bullish = Some(now_bullish);
self.prev_cci = Some(cci);
let new_stop = if now_bullish {
let candidate = bar.high - self.multiplier * atr;
self.stop.map(|s| s.max(candidate)).unwrap_or(candidate)
} else {
let candidate = bar.low + self.multiplier * atr;
self.stop.map(|s| s.min(candidate)).unwrap_or(candidate)
};
self.stop = Some(new_stop);
let signal = if now_bullish { Decimal::ONE } else { Decimal::NEGATIVE_ONE };
let _ = warm; Ok(SignalValue::Scalar(signal))
}
fn reset(&mut self) {
self.typical_prices.clear();
self.highs.clear();
self.lows.clear();
self.closes.clear();
self.prev_cci = None;
self.stop = None;
self.bullish = None;
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::signals::Signal;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
use rust_decimal_macros::dec;
fn bar(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: lp, high: hp, low: lp, close: cp,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_tm_invalid_period() {
assert!(TrendMagic::new("t", 0, 5, dec!(1.5)).is_err());
assert!(TrendMagic::new("t", 5, 0, dec!(1.5)).is_err());
}
#[test]
fn test_tm_unavailable_before_warm_up() {
let mut tm = TrendMagic::new("t", 3, 3, dec!(1.5)).unwrap();
for _ in 0..2 {
assert_eq!(tm.update_bar(&bar("110", "90", "100")).unwrap(), SignalValue::Unavailable);
}
assert!(!tm.is_ready());
}
#[test]
fn test_tm_produces_signal_after_warm_up() {
let mut tm = TrendMagic::new("t", 3, 3, dec!(1.5)).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..5 {
last = tm.update_bar(&bar("110", "90", "100")).unwrap();
}
assert!(matches!(last, SignalValue::Scalar(_)));
assert!(tm.is_ready());
}
#[test]
fn test_tm_reset() {
let mut tm = TrendMagic::new("t", 3, 3, dec!(1.5)).unwrap();
for _ in 0..5 { tm.update_bar(&bar("110", "90", "100")).unwrap(); }
assert!(tm.is_ready());
tm.reset();
assert!(!tm.is_ready());
}
#[test]
fn test_tm_bullish_in_strong_uptrend() {
let mut tm = TrendMagic::new("t", 5, 3, dec!(1.5)).unwrap();
for i in 0u32..20 {
let p = (100 + i * 5).to_string();
tm.update_bar(&bar(&p, &(95u32 + i * 5).to_string(), &p)).unwrap();
}
assert!(tm.is_bullish());
}
}