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 RangeZScore {
period: usize,
window: VecDeque<Decimal>,
}
impl RangeZScore {
pub fn new(period: usize) -> Result<Self, FinError> {
if period < 2 {
return Err(FinError::InvalidPeriod(period));
}
Ok(Self { period, window: VecDeque::with_capacity(period) })
}
}
impl Signal for RangeZScore {
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let range = bar.range();
self.window.push_back(range);
if self.window.len() > self.period {
self.window.pop_front();
}
if self.window.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let vals: Vec<f64> = self.window.iter()
.filter_map(|r| r.to_f64())
.collect();
if vals.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let n = vals.len() as f64;
let mean = vals.iter().sum::<f64>() / n;
let var = vals.iter().map(|v| { let d = v - mean; d * d }).sum::<f64>() / (n - 1.0);
let std_dev = var.sqrt();
if std_dev == 0.0 {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
let current = match range.to_f64() {
Some(v) => v,
None => return Ok(SignalValue::Unavailable),
};
let z = (current - mean) / std_dev;
match Decimal::from_f64_retain(z) {
Some(v) => Ok(SignalValue::Scalar(v)),
None => Ok(SignalValue::Unavailable),
}
}
fn is_ready(&self) -> bool { self.window.len() >= self.period }
fn period(&self) -> usize { self.period }
fn reset(&mut self) { self.window.clear(); }
fn name(&self) -> &str { "RangeZScore" }
}
#[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_range_z_score_not_ready() {
let mut sig = RangeZScore::new(3).unwrap();
assert_eq!(sig.update(&bar("110", "90")).unwrap(), SignalValue::Unavailable);
assert_eq!(sig.update(&bar("110", "90")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_range_z_score_constant_zero() {
let mut sig = RangeZScore::new(3).unwrap();
sig.update(&bar("110", "90")).unwrap();
sig.update(&bar("110", "90")).unwrap();
let v = sig.update(&bar("110", "90")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(0)));
}
}