use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct PriceChangeMad {
name: String,
period: usize,
changes: VecDeque<Decimal>,
sum: Decimal,
prev_close: Option<Decimal>,
}
impl PriceChangeMad {
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,
changes: VecDeque::with_capacity(period),
sum: Decimal::ZERO,
prev_close: None,
})
}
}
impl Signal for PriceChangeMad {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.changes.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let close = bar.close;
if let Some(prev) = self.prev_close {
let change = (close - prev).abs();
self.sum += change;
self.changes.push_back(change);
if self.changes.len() > self.period {
let removed = self.changes.pop_front().unwrap();
self.sum -= removed;
}
}
self.prev_close = Some(close);
if self.changes.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let mean = self.sum
.checked_div(Decimal::from(self.period as u32))
.ok_or(FinError::ArithmeticOverflow)?;
Ok(SignalValue::Scalar(mean))
}
fn reset(&mut self) {
self.changes.clear();
self.sum = Decimal::ZERO;
self.prev_close = None;
}
}
#[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(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_pcm_invalid_period() {
assert!(PriceChangeMad::new("pcm", 0).is_err());
}
#[test]
fn test_pcm_unavailable_during_warmup() {
let mut pcm = PriceChangeMad::new("pcm", 3).unwrap();
assert_eq!(pcm.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
assert_eq!(pcm.update_bar(&bar("102")).unwrap(), SignalValue::Unavailable);
assert_eq!(pcm.update_bar(&bar("104")).unwrap(), SignalValue::Unavailable);
assert!(!pcm.is_ready());
}
#[test]
fn test_pcm_flat_prices_zero() {
let mut pcm = PriceChangeMad::new("pcm", 3).unwrap();
for _ in 0..4 { pcm.update_bar(&bar("100")).unwrap(); }
if let SignalValue::Scalar(v) = pcm.update_bar(&bar("100")).unwrap() {
assert_eq!(v, dec!(0));
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_pcm_constant_change() {
let mut pcm = PriceChangeMad::new("pcm", 3).unwrap();
for i in 0..=4u32 {
pcm.update_bar(&bar(&(100 + i * 2).to_string())).unwrap();
}
if let SignalValue::Scalar(v) = pcm.update_bar(&bar("110")).unwrap() {
assert_eq!(v, dec!(2));
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_pcm_mixed_moves() {
let mut pcm = PriceChangeMad::new("pcm", 3).unwrap();
pcm.update_bar(&bar("100")).unwrap();
pcm.update_bar(&bar("102")).unwrap();
pcm.update_bar(&bar("99")).unwrap();
if let SignalValue::Scalar(v) = pcm.update_bar(&bar("104")).unwrap() {
let expected = dec!(10) / dec!(3);
assert!((v - expected).abs() < dec!(0.0001), "expected ~{expected}, got {v}");
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_pcm_sliding_window() {
let mut pcm = PriceChangeMad::new("pcm", 2).unwrap();
pcm.update_bar(&bar("100")).unwrap(); pcm.update_bar(&bar("110")).unwrap(); pcm.update_bar(&bar("112")).unwrap(); if let SignalValue::Scalar(v) = pcm.update_bar(&bar("114")).unwrap() {
assert_eq!(v, dec!(2));
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_pcm_reset() {
let mut pcm = PriceChangeMad::new("pcm", 2).unwrap();
pcm.update_bar(&bar("100")).unwrap();
pcm.update_bar(&bar("102")).unwrap();
pcm.update_bar(&bar("104")).unwrap();
assert!(pcm.is_ready());
pcm.reset();
assert!(!pcm.is_ready());
assert_eq!(pcm.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}