use rust_decimal::Decimal;
use std::collections::VecDeque;
use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
pub struct ChaikinVolatility {
period: usize,
ema: Option<Decimal>,
k: Decimal,
history: VecDeque<Decimal>,
bars_seen: usize,
}
impl ChaikinVolatility {
pub fn new(period: usize) -> Result<Self, FinError> {
if period == 0 {
return Err(FinError::InvalidPeriod(period));
}
let k = Decimal::TWO / (Decimal::from(period as u32) + Decimal::ONE);
Ok(Self { period, ema: None, k, history: VecDeque::with_capacity(period + 1), bars_seen: 0 })
}
}
impl Signal for ChaikinVolatility {
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let hl = bar.range();
let ema = match self.ema {
None => hl,
Some(prev) => hl * self.k + prev * (Decimal::ONE - self.k),
};
self.ema = Some(ema);
self.history.push_back(ema);
self.bars_seen += 1;
if self.history.len() > self.period + 1 {
self.history.pop_front();
}
if self.bars_seen <= self.period {
return Ok(SignalValue::Unavailable);
}
let past = *self.history.front().unwrap();
if past.is_zero() {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
Ok(SignalValue::Scalar((ema - past) / past * Decimal::ONE_HUNDRED))
}
fn is_ready(&self) -> bool { self.bars_seen > self.period }
fn period(&self) -> usize { self.period }
fn reset(&mut self) {
self.ema = None;
self.history.clear();
self.bars_seen = 0;
}
fn name(&self) -> &str { "ChaikinVolatility" }
}
#[cfg(test)]
mod tests {
use super::*;
use rust_decimal_macros::dec;
fn bar(h: &str, l: &str) -> BarInput {
BarInput {
open: dec!(100),
high: h.parse().unwrap(),
low: l.parse().unwrap(),
close: dec!(100),
volume: dec!(1000),
}
}
#[test]
fn test_chaikin_volatility_not_ready_initially() {
let mut sig = ChaikinVolatility::new(3).unwrap();
for _ in 0..3 {
assert_eq!(sig.update(&bar("110", "90")).unwrap(), SignalValue::Unavailable);
}
assert!(!sig.is_ready());
}
#[test]
fn test_chaikin_volatility_ready_after_period_plus_one() {
let mut sig = ChaikinVolatility::new(3).unwrap();
for i in 0..4 {
let v = sig.update(&bar("110", "90")).unwrap();
if i < 3 {
assert_eq!(v, SignalValue::Unavailable);
} else {
assert!(matches!(v, SignalValue::Scalar(_)));
}
}
}
}