use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct VolatilityStop {
name: String,
period: usize,
multiplier: Decimal,
highs: VecDeque<Decimal>,
lows: VecDeque<Decimal>,
closes: VecDeque<Decimal>,
prev_close: Option<Decimal>,
stop: Option<Decimal>,
long: bool,
}
impl VolatilityStop {
pub fn new(
name: impl Into<String>,
period: usize,
multiplier: Decimal,
) -> Result<Self, FinError> {
if period == 0 {
return Err(FinError::InvalidPeriod(period));
}
Ok(Self {
name: name.into(),
period,
multiplier,
highs: VecDeque::with_capacity(period),
lows: VecDeque::with_capacity(period),
closes: VecDeque::with_capacity(period + 1),
prev_close: None,
stop: None,
long: true,
})
}
pub fn is_long(&self) -> bool {
self.long
}
pub fn is_short(&self) -> bool {
!self.long
}
fn atr(&self) -> Decimal {
if self.highs.len() < self.period { return Decimal::ZERO; }
let trs: Vec<Decimal> = self.highs.iter().zip(self.lows.iter()).zip(self.closes.iter())
.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 n = trs.len();
#[allow(clippy::cast_possible_truncation)]
let n_d = Decimal::from(n as u32);
trs.iter().sum::<Decimal>() / n_d
}
}
impl Signal for VolatilityStop {
fn name(&self) -> &str {
&self.name
}
fn period(&self) -> usize {
self.period
}
fn is_ready(&self) -> bool {
self.stop.is_some()
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
if let Some(pc) = self.prev_close {
self.closes.push_back(pc);
if self.closes.len() > self.period {
self.closes.pop_front();
}
self.highs.push_back(bar.high);
if self.highs.len() > self.period {
self.highs.pop_front();
}
self.lows.push_back(bar.low);
if self.lows.len() > self.period {
self.lows.pop_front();
}
}
self.prev_close = Some(bar.close);
if self.highs.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let atr = self.atr();
let close = bar.close;
let new_stop = match self.stop {
None => {
self.long = true;
let max_close = self.closes.iter().copied().fold(close, Decimal::max);
let s = max_close - self.multiplier * atr;
self.stop = Some(s);
s
}
Some(prev_stop) => {
let s = if self.long {
let max_close = self.closes.iter().copied().fold(close, Decimal::max);
let candidate = max_close - self.multiplier * atr;
if close < prev_stop {
self.long = false;
let min_close = self.closes.iter().copied().fold(close, Decimal::min);
min_close + self.multiplier * atr
} else {
candidate.max(prev_stop) }
} else {
let min_close = self.closes.iter().copied().fold(close, Decimal::min);
let candidate = min_close + self.multiplier * atr;
if close > prev_stop {
self.long = true;
let max_close = self.closes.iter().copied().fold(close, Decimal::max);
max_close - self.multiplier * atr
} else {
candidate.min(prev_stop) }
};
self.stop = Some(s);
s
}
};
Ok(SignalValue::Scalar(new_stop))
}
fn reset(&mut self) {
self.highs.clear();
self.lows.clear();
self.closes.clear();
self.prev_close = None;
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_vstop_period_zero_fails() {
assert!(VolatilityStop::new("vs", 0, dec!(2)).is_err());
}
#[test]
fn test_vstop_unavailable_before_period() {
let mut vs = VolatilityStop::new("vs", 3, dec!(2)).unwrap();
for _ in 0..3 {
assert_eq!(vs.update_bar(&bar("110", "90", "100")).unwrap(), SignalValue::Unavailable);
}
assert!(!vs.is_ready());
}
#[test]
fn test_vstop_ready_after_period() {
let mut vs = VolatilityStop::new("vs", 3, dec!(2)).unwrap();
for _ in 0..4 {
vs.update_bar(&bar("110", "90", "100")).unwrap();
}
assert!(vs.is_ready());
}
#[test]
fn test_vstop_long_regime_rising_prices() {
let mut vs = VolatilityStop::new("vs", 3, dec!(1)).unwrap();
for i in 0..6u32 {
let p = (100 + i).to_string();
vs.update_bar(&bar(&p, &(90u32 + i).to_string(), &p)).unwrap();
}
assert!(vs.is_long());
}
#[test]
fn test_vstop_stop_is_below_close_in_long_regime() {
let mut vs = VolatilityStop::new("vs", 3, dec!(2)).unwrap();
let mut last_stop = Decimal::ZERO;
for i in 0..6u32 {
let p = (100 + i * 2).to_string();
if let SignalValue::Scalar(s) = vs.update_bar(&bar(&p, &(95u32 + i).to_string(), &p)).unwrap() {
last_stop = s;
}
}
assert!(vs.is_long());
assert!(last_stop < dec!(110));
}
#[test]
fn test_vstop_reset() {
let mut vs = VolatilityStop::new("vs", 3, dec!(2)).unwrap();
for _ in 0..5 {
vs.update_bar(&bar("110", "90", "100")).unwrap();
}
assert!(vs.is_ready());
vs.reset();
assert!(!vs.is_ready());
assert!(vs.is_long()); }
}