use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct MedianBodySize {
name: String,
period: usize,
window: VecDeque<Decimal>,
}
impl MedianBodySize {
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,
window: VecDeque::with_capacity(period),
})
}
}
impl Signal for MedianBodySize {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.window.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.window.push_back(bar.body_size());
if self.window.len() > self.period {
self.window.pop_front();
}
if self.window.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let mut sorted: Vec<Decimal> = self.window.iter().copied().collect();
sorted.sort();
let n = sorted.len();
let median = if n % 2 == 1 {
sorted[n / 2]
} else {
(sorted[n / 2 - 1] + sorted[n / 2])
.checked_div(Decimal::TWO)
.ok_or(FinError::ArithmeticOverflow)?
};
Ok(SignalValue::Scalar(median))
}
fn reset(&mut self) {
self.window.clear();
}
}
#[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(o: &str, c: &str) -> OhlcvBar {
let op = Price::new(o.parse().unwrap()).unwrap();
let cp = Price::new(c.parse().unwrap()).unwrap();
let hp = if cp > op { cp } else { op };
let lp = if cp < op { cp } else { op };
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: op, high: hp, low: lp, close: cp,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_mbs_invalid_period() {
assert!(MedianBodySize::new("mbs", 0).is_err());
}
#[test]
fn test_mbs_unavailable_during_warmup() {
let mut s = MedianBodySize::new("mbs", 3).unwrap();
assert_eq!(s.update_bar(&bar("100","103")).unwrap(), SignalValue::Unavailable);
assert_eq!(s.update_bar(&bar("103","101")).unwrap(), SignalValue::Unavailable);
assert!(!s.is_ready());
}
#[test]
fn test_mbs_known_median() {
let mut s = MedianBodySize::new("mbs", 3).unwrap();
s.update_bar(&bar("100","105")).unwrap(); s.update_bar(&bar("100","110")).unwrap(); if let SignalValue::Scalar(v) = s.update_bar(&bar("100","115")).unwrap() {
assert!((v - dec!(10)).abs() < dec!(0.001), "median of [5,10,15] = 10: {v}");
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_mbs_outlier_resistant() {
let mut s = MedianBodySize::new("mbs", 3).unwrap();
s.update_bar(&bar("100","105")).unwrap(); s.update_bar(&bar("100","105")).unwrap(); if let SignalValue::Scalar(v) = s.update_bar(&bar("100","200")).unwrap() {
assert!((v - dec!(5)).abs() < dec!(0.001), "median resists outlier: {v}");
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_mbs_non_negative() {
let mut s = MedianBodySize::new("mbs", 2).unwrap();
for (o, c) in &[("100","98"),("98","102"),("102","101"),("101","105")] {
if let SignalValue::Scalar(v) = s.update_bar(&bar(o, c)).unwrap() {
assert!(v >= dec!(0), "median body must be non-negative: {v}");
}
}
}
#[test]
fn test_mbs_reset() {
let mut s = MedianBodySize::new("mbs", 2).unwrap();
for (o, c) in &[("100","105"),("105","103"),("103","107")] {
s.update_bar(&bar(o, c)).unwrap();
}
assert!(s.is_ready());
s.reset();
assert!(!s.is_ready());
}
}