use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct RegimeVolatility {
name: String,
fast_period: usize,
slow_period: usize,
highs: VecDeque<Decimal>,
lows: VecDeque<Decimal>,
closes: VecDeque<Decimal>,
}
impl RegimeVolatility {
pub fn new(
name: impl Into<String>,
fast_period: usize,
slow_period: usize,
) -> Result<Self, FinError> {
if fast_period == 0 || fast_period >= slow_period {
return Err(FinError::InvalidPeriod(fast_period));
}
Ok(Self {
name: name.into(),
fast_period,
slow_period,
highs: VecDeque::with_capacity(slow_period + 1),
lows: VecDeque::with_capacity(slow_period + 1),
closes: VecDeque::with_capacity(slow_period + 2),
})
}
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 trs: Vec<Decimal> = highs.iter().rev().take(period)
.zip(lows.iter().rev().take(period))
.zip(closes.iter().rev().skip(1).take(period))
.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 RegimeVolatility {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.slow_period }
fn is_ready(&self) -> bool { self.highs.len() >= self.slow_period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.highs.push_back(bar.high);
if self.highs.len() > self.slow_period + 1 { self.highs.pop_front(); }
self.lows.push_back(bar.low);
if self.lows.len() > self.slow_period + 1 { self.lows.pop_front(); }
self.closes.push_back(bar.close);
if self.closes.len() > self.slow_period + 2 { self.closes.pop_front(); }
if self.highs.len() < self.slow_period {
return Ok(SignalValue::Unavailable);
}
let fast_atr = Self::atr(&self.highs, &self.lows, &self.closes, self.fast_period);
let slow_atr = Self::atr(&self.highs, &self.lows, &self.closes, self.slow_period);
if slow_atr.is_zero() {
return Ok(SignalValue::Unavailable);
}
Ok(SignalValue::Scalar(fast_atr / slow_atr))
}
fn reset(&mut self) {
self.highs.clear();
self.lows.clear();
self.closes.clear();
}
}
#[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_rv_invalid_params() {
assert!(RegimeVolatility::new("rv", 0, 10).is_err());
assert!(RegimeVolatility::new("rv", 10, 5).is_err());
assert!(RegimeVolatility::new("rv", 10, 10).is_err());
}
#[test]
fn test_rv_unavailable_before_warm_up() {
let mut rv = RegimeVolatility::new("rv", 3, 5).unwrap();
for _ in 0..4 {
assert_eq!(rv.update_bar(&bar("110", "90", "100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_rv_produces_scalar_after_warm_up() {
let mut rv = RegimeVolatility::new("rv", 3, 5).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..8 {
last = rv.update_bar(&bar("110", "90", "100")).unwrap();
}
assert!(matches!(last, SignalValue::Scalar(_)));
}
#[test]
fn test_rv_expanding_volatility() {
let mut rv = RegimeVolatility::new("rv", 3, 10).unwrap();
for _ in 0..10 {
rv.update_bar(&bar("101", "99", "100")).unwrap();
}
let mut last = SignalValue::Unavailable;
for _ in 0..3 {
last = rv.update_bar(&bar("130", "70", "100")).unwrap();
}
if let SignalValue::Scalar(v) = last {
assert!(v > dec!(1), "fast ATR should exceed slow ATR: {}", v);
}
}
#[test]
fn test_rv_reset() {
let mut rv = RegimeVolatility::new("rv", 3, 5).unwrap();
for _ in 0..8 { rv.update_bar(&bar("110", "90", "100")).unwrap(); }
assert!(rv.is_ready());
rv.reset();
assert!(!rv.is_ready());
}
}