use rust_decimal::Decimal;
use std::collections::VecDeque;
use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::prelude::ToPrimitive;
pub struct VolatilityAdjustedMomentum {
period: usize,
closes: VecDeque<Decimal>,
}
impl VolatilityAdjustedMomentum {
pub fn new(period: usize) -> Result<Self, FinError> {
if period < 2 {
return Err(FinError::InvalidPeriod(period));
}
Ok(Self { period, closes: VecDeque::with_capacity(period + 1) })
}
}
impl Signal for VolatilityAdjustedMomentum {
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.closes.push_back(bar.close);
if self.closes.len() > self.period + 1 {
self.closes.pop_front();
}
if self.closes.len() < self.period + 1 {
return Ok(SignalValue::Unavailable);
}
let base = *self.closes.front().unwrap();
let current = *self.closes.back().unwrap();
if base.is_zero() {
return Ok(SignalValue::Unavailable);
}
let n_bar_ret = (current / base - Decimal::ONE).to_f64().unwrap_or(0.0);
let vals: Vec<f64> = self.closes.iter()
.zip(self.closes.iter().skip(1))
.filter_map(|(a, b)| {
if a.is_zero() { return None; }
(*b / *a - Decimal::ONE).to_f64()
})
.collect();
if vals.len() < 2 {
return Ok(SignalValue::Unavailable);
}
let n = vals.len() as f64;
let mean = vals.iter().sum::<f64>() / n;
let var = vals.iter().map(|v| (v - mean).powi(2)).sum::<f64>() / (n - 1.0);
let std_dev = var.sqrt();
if std_dev == 0.0 {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
let vam = n_bar_ret / std_dev;
match Decimal::from_f64_retain(vam) {
Some(v) => Ok(SignalValue::Scalar(v)),
None => Ok(SignalValue::Unavailable),
}
}
fn is_ready(&self) -> bool { self.closes.len() >= self.period + 1 }
fn period(&self) -> usize { self.period }
fn reset(&mut self) { self.closes.clear(); }
fn name(&self) -> &str { "VolatilityAdjustedMomentum" }
}
#[cfg(test)]
mod tests {
use super::*;
use rust_decimal_macros::dec;
fn bar(c: &str) -> BarInput {
BarInput {
open: c.parse().unwrap(),
high: c.parse().unwrap(),
low: c.parse().unwrap(),
close: c.parse().unwrap(),
volume: dec!(1000),
}
}
#[test]
fn test_vam_flat_zero() {
let mut sig = VolatilityAdjustedMomentum::new(3).unwrap();
sig.update(&bar("100")).unwrap();
sig.update(&bar("100")).unwrap();
sig.update(&bar("100")).unwrap();
let v = sig.update(&bar("100")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(0)));
}
#[test]
fn test_vam_positive_momentum() {
let mut sig = VolatilityAdjustedMomentum::new(3).unwrap();
sig.update(&bar("100")).unwrap();
sig.update(&bar("101")).unwrap();
sig.update(&bar("103")).unwrap();
if let SignalValue::Scalar(v) = sig.update(&bar("106")).unwrap() {
assert!(v > dec!(0), "expected positive VAM, got {v}");
} else {
panic!("expected Scalar");
}
}
}