use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct MedianHighLow {
name: String,
period: usize,
window: VecDeque<Decimal>,
}
impl MedianHighLow {
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),
})
}
fn median(window: &VecDeque<Decimal>) -> Decimal {
let mut sorted: Vec<Decimal> = window.iter().copied().collect();
sorted.sort();
let n = sorted.len();
if n % 2 == 1 {
sorted[n / 2]
} else {
(sorted[n / 2 - 1] + sorted[n / 2]) / Decimal::from(2u32)
}
}
}
impl Signal for MedianHighLow {
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> {
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);
}
Ok(SignalValue::Scalar(Self::median(&self.window)))
}
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(high: &str, low: &str) -> OhlcvBar {
let h = Price::new(high.parse().unwrap()).unwrap();
let l = Price::new(low.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: l, high: h, low: l, close: h,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_mhl_invalid_period() {
assert!(MedianHighLow::new("mhl", 0).is_err());
}
#[test]
fn test_mhl_unavailable_during_warmup() {
let mut mhl = MedianHighLow::new("mhl", 3).unwrap();
for _ in 0..2 {
assert_eq!(mhl.update_bar(&bar("110", "90")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_mhl_constant_range() {
let mut mhl = MedianHighLow::new("mhl", 3).unwrap();
for _ in 0..3 {
mhl.update_bar(&bar("110", "90")).unwrap();
}
let v = mhl.update_bar(&bar("110", "90")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(20)));
}
#[test]
fn test_mhl_odd_period_median() {
let mut mhl = MedianHighLow::new("mhl", 3).unwrap();
mhl.update_bar(&bar("110", "100")).unwrap();
mhl.update_bar(&bar("120", "100")).unwrap();
let v = mhl.update_bar(&bar("130", "100")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(20)));
}
#[test]
fn test_mhl_even_period_median() {
let mut mhl = MedianHighLow::new("mhl", 4).unwrap();
mhl.update_bar(&bar("110", "100")).unwrap();
mhl.update_bar(&bar("120", "100")).unwrap();
mhl.update_bar(&bar("130", "100")).unwrap();
let v = mhl.update_bar(&bar("140", "100")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(25)));
}
#[test]
fn test_mhl_outlier_robustness() {
let mut mhl = MedianHighLow::new("mhl", 3).unwrap();
mhl.update_bar(&bar("110", "100")).unwrap();
mhl.update_bar(&bar("110", "100")).unwrap();
let v = mhl.update_bar(&bar("1100", "100")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(10)));
}
#[test]
fn test_mhl_reset() {
let mut mhl = MedianHighLow::new("mhl", 3).unwrap();
for _ in 0..3 {
mhl.update_bar(&bar("110", "90")).unwrap();
}
assert!(mhl.is_ready());
mhl.reset();
assert!(!mhl.is_ready());
}
}