use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct PriceDistanceMa {
name: String,
period: usize,
closes: VecDeque<Decimal>,
}
impl PriceDistanceMa {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period < 2 { return Err(FinError::InvalidPeriod(period)); }
Ok(Self {
name: name.into(),
period,
closes: VecDeque::with_capacity(period),
})
}
}
impl Signal for PriceDistanceMa {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.closes.push_back(bar.close);
if self.closes.len() > self.period { self.closes.pop_front(); }
if self.closes.len() < self.period { return Ok(SignalValue::Unavailable); }
let n = Decimal::from(self.period as u32);
let sma = self.closes.iter().sum::<Decimal>() / n;
let variance = self.closes.iter()
.map(|&c| { let d = c - sma; d * d })
.sum::<Decimal>() / n;
if variance.is_zero() {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
use rust_decimal::prelude::ToPrimitive;
let std_dev = Decimal::try_from(
variance.to_f64().unwrap_or(0.0).sqrt()
).unwrap_or(Decimal::ZERO);
if std_dev.is_zero() {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
Ok(SignalValue::Scalar((bar.close - sma) / std_dev))
}
fn is_ready(&self) -> bool { self.closes.len() >= self.period }
fn period(&self) -> usize { self.period }
fn reset(&mut self) {
self.closes.clear();
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
use rust_decimal_macros::dec;
fn bar(c: &str) -> OhlcvBar {
let p = Price::new(c.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: p, high: p, low: p, close: p,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_pdma_invalid() {
assert!(PriceDistanceMa::new("p", 0).is_err());
assert!(PriceDistanceMa::new("p", 1).is_err());
}
#[test]
fn test_pdma_unavailable_before_warmup() {
let mut p = PriceDistanceMa::new("p", 4).unwrap();
for _ in 0..3 {
assert_eq!(p.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_pdma_flat_is_zero() {
let mut p = PriceDistanceMa::new("p", 4).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..6 { last = p.update_bar(&bar("100")).unwrap(); }
if let SignalValue::Scalar(v) = last {
assert_eq!(v, dec!(0));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_pdma_at_sma_is_zero() {
let mut p = PriceDistanceMa::new("p", 3).unwrap();
p.update_bar(&bar("90")).unwrap();
p.update_bar(&bar("100")).unwrap();
if let SignalValue::Scalar(v) = p.update_bar(&bar("110")).unwrap() {
assert!(v > dec!(0), "expected positive z-score for above-SMA close");
} else { panic!("expected Scalar"); }
}
#[test]
fn test_pdma_reset() {
let mut p = PriceDistanceMa::new("p", 4).unwrap();
for _ in 0..6 { p.update_bar(&bar("100")).unwrap(); }
assert!(p.is_ready());
p.reset();
assert!(!p.is_ready());
}
}