use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct AtrNormalizedClose {
name: String,
period: usize,
ema_k: Decimal,
ema: Option<Decimal>,
prev_close: Option<Decimal>,
tr_values: VecDeque<Decimal>,
}
impl AtrNormalizedClose {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period == 0 {
return Err(FinError::InvalidPeriod(period));
}
#[allow(clippy::cast_possible_truncation)]
let ema_k = Decimal::from(2u32)
.checked_div(Decimal::from(period as u32 + 1))
.unwrap_or(Decimal::ONE);
Ok(Self {
name: name.into(),
period,
ema_k,
ema: None,
prev_close: None,
tr_values: VecDeque::with_capacity(period),
})
}
}
impl Signal for AtrNormalizedClose {
fn name(&self) -> &str {
&self.name
}
fn period(&self) -> usize {
self.period
}
fn is_ready(&self) -> bool {
self.tr_values.len() >= self.period && self.ema.is_some()
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let new_ema = match self.ema {
None => bar.close,
Some(prev) => bar.close * self.ema_k + prev * (Decimal::ONE - self.ema_k),
};
self.ema = Some(new_ema);
let tr = match self.prev_close {
None => {
self.prev_close = Some(bar.close);
return Ok(SignalValue::Unavailable);
}
Some(pc) => bar.true_range(Some(pc))
};
self.prev_close = Some(bar.close);
self.tr_values.push_back(tr);
if self.tr_values.len() > self.period {
self.tr_values.pop_front();
}
if self.tr_values.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let sum: Decimal = self.tr_values.iter().copied().sum();
#[allow(clippy::cast_possible_truncation)]
let atr = sum
.checked_div(Decimal::from(self.period as u32))
.ok_or(FinError::ArithmeticOverflow)?;
if atr.is_zero() {
return Ok(SignalValue::Unavailable);
}
let deviation = bar.close - new_ema;
let normalized = deviation
.checked_div(atr)
.ok_or(FinError::ArithmeticOverflow)?;
Ok(SignalValue::Scalar(normalized))
}
fn reset(&mut self) {
self.ema = None;
self.prev_close = None;
self.tr_values.clear();
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::signals::Signal;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
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,
}
}
fn ohlc_bar(o: &str, h: &str, l: &str, c: &str) -> OhlcvBar {
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: Price::new(o.parse().unwrap()).unwrap(),
high: Price::new(h.parse().unwrap()).unwrap(),
low: Price::new(l.parse().unwrap()).unwrap(),
close: Price::new(c.parse().unwrap()).unwrap(),
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_anc_invalid_period() {
assert!(AtrNormalizedClose::new("anc", 0).is_err());
}
#[test]
fn test_anc_unavailable_before_warm_up() {
let mut anc = AtrNormalizedClose::new("anc", 3).unwrap();
for i in 0..3u32 {
let v = anc.update_bar(&bar(&(100 + i).to_string())).unwrap();
assert_eq!(v, SignalValue::Unavailable);
}
assert!(!anc.is_ready());
}
#[test]
fn test_anc_produces_value_after_warm_up() {
let mut anc = AtrNormalizedClose::new("anc", 3).unwrap();
let bars = [
ohlc_bar("100", "105", "98", "102"),
ohlc_bar("102", "107", "100", "105"),
ohlc_bar("105", "110", "103", "108"),
ohlc_bar("108", "112", "106", "110"),
];
let mut last = SignalValue::Unavailable;
for b in &bars {
last = anc.update_bar(b).unwrap();
}
assert!(last.is_scalar(), "expected Scalar after warm-up");
assert!(anc.is_ready());
}
#[test]
fn test_anc_constant_price_near_zero() {
let mut anc = AtrNormalizedClose::new("anc", 3).unwrap();
for _ in 0..5 {
anc.update_bar(&bar("100")).unwrap();
}
}
#[test]
fn test_anc_reset() {
let mut anc = AtrNormalizedClose::new("anc", 3).unwrap();
let b = ohlc_bar("100", "105", "95", "102");
for _ in 0..5 {
anc.update_bar(&b).unwrap();
}
anc.reset();
assert!(!anc.is_ready());
}
#[test]
fn test_anc_period_and_name() {
let anc = AtrNormalizedClose::new("my_anc", 14).unwrap();
assert_eq!(anc.period(), 14);
assert_eq!(anc.name(), "my_anc");
}
}