use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct EaseOfMovement {
name: String,
period: usize,
prev_mid: Option<Decimal>,
raw_window: VecDeque<Decimal>,
raw_sum: Decimal,
}
impl EaseOfMovement {
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,
prev_mid: None,
raw_window: VecDeque::with_capacity(period),
raw_sum: Decimal::ZERO,
})
}
}
impl Signal for EaseOfMovement {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.raw_window.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let mid = (bar.high + bar.low)
.checked_div(Decimal::TWO)
.ok_or(FinError::ArithmeticOverflow)?;
let raw_emv = if let Some(prev_mid) = self.prev_mid {
let range = bar.range();
if range.is_zero() || bar.volume.is_zero() {
self.prev_mid = Some(mid);
return Ok(SignalValue::Unavailable);
}
let mid_move = mid - prev_mid;
let box_ratio = bar.volume
.checked_div(range)
.ok_or(FinError::ArithmeticOverflow)?;
mid_move
.checked_div(box_ratio)
.ok_or(FinError::ArithmeticOverflow)?
} else {
self.prev_mid = Some(mid);
return Ok(SignalValue::Unavailable);
};
self.prev_mid = Some(mid);
self.raw_sum += raw_emv;
self.raw_window.push_back(raw_emv);
if self.raw_window.len() > self.period {
let removed = self.raw_window.pop_front().unwrap();
self.raw_sum -= removed;
}
if self.raw_window.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let sma = self.raw_sum
.checked_div(Decimal::from(self.period as u32))
.ok_or(FinError::ArithmeticOverflow)?;
Ok(SignalValue::Scalar(sma))
}
fn reset(&mut self) {
self.prev_mid = None;
self.raw_window.clear();
self.raw_sum = Decimal::ZERO;
}
}
#[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(h: &str, l: &str, c: &str, vol: &str) -> OhlcvBar {
let hp = Price::new(h.parse().unwrap()).unwrap();
let lp = Price::new(l.parse().unwrap()).unwrap();
let cp = Price::new(c.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: lp, high: hp, low: lp, close: cp,
volume: Quantity::new(vol.parse().unwrap()).unwrap(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_emv_invalid_period() {
assert!(EaseOfMovement::new("emv", 0).is_err());
}
#[test]
fn test_emv_unavailable_initially() {
let mut s = EaseOfMovement::new("emv", 3).unwrap();
assert_eq!(s.update_bar(&bar("110","90","100","1000")).unwrap(), SignalValue::Unavailable);
assert!(!s.is_ready());
}
#[test]
fn test_emv_positive_on_rising_prices() {
let mut s = EaseOfMovement::new("emv", 2).unwrap();
s.update_bar(&bar("110","90","100","1000")).unwrap();
s.update_bar(&bar("120","100","110","500")).unwrap();
let v = s.update_bar(&bar("130","110","120","500")).unwrap();
if let SignalValue::Scalar(r) = v {
assert!(r > dec!(0), "rising low-volume should give positive EMV: {r}");
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_emv_zero_range_gives_unavailable() {
let mut s = EaseOfMovement::new("emv", 2).unwrap();
s.update_bar(&bar("110","90","100","1000")).unwrap();
let v = s.update_bar(&bar("100","100","100","1000")).unwrap();
assert_eq!(v, SignalValue::Unavailable);
}
#[test]
fn test_emv_reset() {
let mut s = EaseOfMovement::new("emv", 2).unwrap();
s.update_bar(&bar("110","90","100","1000")).unwrap();
s.update_bar(&bar("120","100","110","500")).unwrap();
s.update_bar(&bar("130","110","120","500")).unwrap();
assert!(s.is_ready());
s.reset();
assert!(!s.is_ready());
}
}