use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct VolatilityCompression {
name: String,
period: usize,
ranges: VecDeque<Decimal>,
sum: Decimal,
streak: u32,
}
impl VolatilityCompression {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period == 0 {
return Err(FinError::InvalidPeriod(period));
}
Ok(Self {
name: name.into(),
period,
ranges: VecDeque::with_capacity(period),
sum: Decimal::ZERO,
streak: 0,
})
}
pub fn streak(&self) -> u32 {
self.streak
}
}
impl Signal for VolatilityCompression {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.ranges.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let range = bar.range();
self.sum += range;
self.ranges.push_back(range);
if self.ranges.len() > self.period {
let removed = self.ranges.pop_front().unwrap();
self.sum -= removed;
}
if self.ranges.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let avg = self.sum
.checked_div(Decimal::from(self.period as u32))
.ok_or(FinError::ArithmeticOverflow)?;
if range < avg {
self.streak += 1;
} else {
self.streak = 0;
}
#[allow(clippy::cast_possible_truncation)]
Ok(SignalValue::Scalar(Decimal::from(self.streak)))
}
fn reset(&mut self) {
self.ranges.clear();
self.sum = Decimal::ZERO;
self.streak = 0;
}
}
#[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) -> OhlcvBar {
let hp = Price::new(h.parse().unwrap()).unwrap();
let lp = Price::new(l.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: lp, high: hp, low: lp, close: hp,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_vc_invalid_period() {
assert!(VolatilityCompression::new("vc", 0).is_err());
}
#[test]
fn test_vc_unavailable_during_warmup() {
let mut vc = VolatilityCompression::new("vc", 3).unwrap();
for _ in 0..2 {
assert_eq!(vc.update_bar(&bar("110", "90")).unwrap(), SignalValue::Unavailable);
}
assert!(!vc.is_ready());
}
#[test]
fn test_vc_uniform_ranges_zero() {
let mut vc = VolatilityCompression::new("vc", 3).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..5 {
last = vc.update_bar(&bar("110", "90")).unwrap(); }
assert_eq!(last, SignalValue::Scalar(dec!(0)));
}
#[test]
fn test_vc_compression_builds() {
let mut vc = VolatilityCompression::new("vc", 3).unwrap();
vc.update_bar(&bar("120", "80")).unwrap(); vc.update_bar(&bar("120", "80")).unwrap(); vc.update_bar(&bar("120", "80")).unwrap(); let r1 = vc.update_bar(&bar("105", "100")).unwrap(); let r2 = vc.update_bar(&bar("105", "100")).unwrap(); assert_eq!(r1, SignalValue::Scalar(dec!(1)));
assert_eq!(r2, SignalValue::Scalar(dec!(2)));
}
#[test]
fn test_vc_reset() {
let mut vc = VolatilityCompression::new("vc", 3).unwrap();
for _ in 0..3 { vc.update_bar(&bar("110", "90")).unwrap(); }
assert!(vc.is_ready());
vc.reset();
assert!(!vc.is_ready());
assert_eq!(vc.streak(), 0);
}
}