use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::prelude::ToPrimitive;
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct AdaptiveSupertrend {
name: String,
min_period: usize,
max_period: usize,
multiplier: Decimal,
highs: VecDeque<Decimal>,
lows: VecDeque<Decimal>,
closes: VecDeque<Decimal>,
stop: Option<Decimal>,
long: bool,
}
impl AdaptiveSupertrend {
pub fn new(
name: impl Into<String>,
min_period: usize,
max_period: usize,
multiplier: Decimal,
) -> Result<Self, FinError> {
if min_period == 0 || min_period >= max_period {
return Err(FinError::InvalidPeriod(min_period));
}
Ok(Self {
name: name.into(),
min_period,
max_period,
multiplier,
highs: VecDeque::with_capacity(max_period + 1),
lows: VecDeque::with_capacity(max_period + 1),
closes: VecDeque::with_capacity(max_period + 2),
stop: None,
long: true,
})
}
pub fn is_long(&self) -> bool {
self.long
}
fn efficiency_ratio(closes: &VecDeque<Decimal>) -> Decimal {
let n = closes.len();
if n < 2 { return Decimal::ZERO; }
let net = (closes[n - 1] - closes[0]).abs();
let path: Decimal = closes.iter().zip(closes.iter().skip(1)).map(|(a, b)| (*b - *a).abs()).sum();
if path.is_zero() { Decimal::ZERO } else { net / path }
}
fn adaptive_atr(
highs: &VecDeque<Decimal>,
lows: &VecDeque<Decimal>,
closes: &VecDeque<Decimal>,
eff_period: usize,
) -> Decimal {
if highs.len() < eff_period { return Decimal::ZERO; }
let h_slice = highs.iter().rev().take(eff_period);
let l_slice = lows.iter().rev().take(eff_period);
let c_slice = closes.iter().rev().skip(1).take(eff_period);
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; }
let len = trs.len() as u32;
trs.iter().sum::<Decimal>() / Decimal::from(len)
}
}
impl Signal for AdaptiveSupertrend {
fn name(&self) -> &str {
&self.name
}
fn period(&self) -> usize {
self.max_period
}
fn is_ready(&self) -> bool {
self.stop.is_some()
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.highs.push_back(bar.high);
if self.highs.len() > self.max_period + 1 { self.highs.pop_front(); }
self.lows.push_back(bar.low);
if self.lows.len() > self.max_period + 1 { self.lows.pop_front(); }
self.closes.push_back(bar.close);
if self.closes.len() > self.max_period + 2 { self.closes.pop_front(); }
if self.highs.len() < self.max_period { return Ok(SignalValue::Unavailable); }
let er = Self::efficiency_ratio(&self.closes);
let range = Decimal::from((self.max_period - self.min_period) as u32);
let eff_period_d = Decimal::from(self.min_period as u32) + (Decimal::ONE - er) * range;
#[allow(clippy::cast_sign_loss, clippy::cast_possible_truncation)]
let eff_period = eff_period_d
.to_u64()
.map(|v| v as usize)
.unwrap_or(self.max_period)
.clamp(self.min_period, self.max_period);
let atr = Self::adaptive_atr(&self.highs, &self.lows, &self.closes, eff_period);
let hl2 = (bar.high + bar.low) / Decimal::TWO;
let close = bar.close;
let new_stop = match self.stop {
None => {
self.long = true;
let s = hl2 - self.multiplier * atr;
self.stop = Some(s);
return Ok(SignalValue::Scalar(s));
}
Some(prev_stop) => {
if self.long {
let candidate = hl2 - self.multiplier * atr;
if close < prev_stop {
self.long = false;
hl2 + self.multiplier * atr
} else {
candidate.max(prev_stop)
}
} else {
let candidate = hl2 + self.multiplier * atr;
if close > prev_stop {
self.long = true;
hl2 - self.multiplier * atr
} else {
candidate.min(prev_stop)
}
}
}
};
self.stop = Some(new_stop);
Ok(SignalValue::Scalar(new_stop))
}
fn reset(&mut self) {
self.highs.clear();
self.lows.clear();
self.closes.clear();
self.stop = None;
self.long = true;
}
}
#[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_ast_invalid_params() {
assert!(AdaptiveSupertrend::new("a", 0, 10, dec!(3)).is_err());
assert!(AdaptiveSupertrend::new("a", 10, 5, dec!(3)).is_err());
assert!(AdaptiveSupertrend::new("a", 5, 5, dec!(3)).is_err());
}
#[test]
fn test_ast_unavailable_before_max_period() {
let mut ast = AdaptiveSupertrend::new("a", 3, 5, dec!(2)).unwrap();
for _ in 0..4 {
assert_eq!(ast.update_bar(&bar("110", "90", "100")).unwrap(), SignalValue::Unavailable);
}
assert!(!ast.is_ready());
}
#[test]
fn test_ast_ready_after_max_period() {
let mut ast = AdaptiveSupertrend::new("a", 3, 5, dec!(2)).unwrap();
for _ in 0..6 {
ast.update_bar(&bar("110", "90", "100")).unwrap();
}
assert!(ast.is_ready());
}
#[test]
fn test_ast_long_regime_rising() {
let mut ast = AdaptiveSupertrend::new("a", 2, 5, dec!(1)).unwrap();
for i in 0u32..10 {
let p = (100 + i * 5).to_string();
ast.update_bar(&bar(&p, &(95u32 + i * 5).to_string(), &p)).unwrap();
}
assert!(ast.is_long());
}
#[test]
fn test_ast_reset() {
let mut ast = AdaptiveSupertrend::new("a", 3, 5, dec!(2)).unwrap();
for _ in 0..8 {
ast.update_bar(&bar("110", "90", "100")).unwrap();
}
assert!(ast.is_ready());
ast.reset();
assert!(!ast.is_ready());
}
}