use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct Adx {
name: String,
period: usize,
multiplier: Decimal,
prev_high: Option<Decimal>,
prev_low: Option<Decimal>,
prev_close: Option<Decimal>,
sdm_plus: Decimal,
sdm_minus: Decimal,
str_: Decimal,
adx: Option<Decimal>,
bar_count: usize,
dx_sum: Decimal,
}
impl Adx {
#[allow(clippy::cast_possible_truncation)]
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period == 0 {
return Err(FinError::InvalidPeriod(period));
}
let multiplier = Decimal::ONE / Decimal::from(period as u32);
Ok(Self {
name: name.into(),
period,
multiplier,
prev_high: None,
prev_low: None,
prev_close: None,
sdm_plus: Decimal::ZERO,
sdm_minus: Decimal::ZERO,
str_: Decimal::ZERO,
adx: None,
bar_count: 0,
dx_sum: Decimal::ZERO,
})
}
}
impl Signal for Adx {
fn name(&self) -> &str {
&self.name
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let h = bar.high;
let l = bar.low;
let c = bar.close;
let Some(ph) = self.prev_high else {
self.prev_high = Some(h);
self.prev_low = Some(l);
self.prev_close = Some(c);
return Ok(SignalValue::Unavailable);
};
let pl = self.prev_low.unwrap();
let pc = self.prev_close.unwrap();
let up_move = h - ph;
let down_move = pl - l;
let dm_plus = if up_move > down_move && up_move > Decimal::ZERO { up_move } else { Decimal::ZERO };
let dm_minus = if down_move > up_move && down_move > Decimal::ZERO { down_move } else { Decimal::ZERO };
let tr = (h - l).max((h - pc).abs()).max((l - pc).abs());
self.bar_count += 1;
if self.bar_count <= self.period {
self.sdm_plus += dm_plus;
self.sdm_minus += dm_minus;
self.str_ += tr;
self.prev_high = Some(h);
self.prev_low = Some(l);
self.prev_close = Some(c);
if self.bar_count < self.period {
return Ok(SignalValue::Unavailable);
}
} else {
let one_minus_k = Decimal::ONE - self.multiplier;
self.sdm_plus = self.sdm_plus * one_minus_k + dm_plus * self.multiplier;
self.sdm_minus = self.sdm_minus * one_minus_k + dm_minus * self.multiplier;
self.str_ = self.str_ * one_minus_k + tr * self.multiplier;
self.prev_high = Some(h);
self.prev_low = Some(l);
self.prev_close = Some(c);
}
if self.str_.is_zero() {
return Ok(SignalValue::Unavailable);
}
let di_plus = self.sdm_plus / self.str_ * Decimal::ONE_HUNDRED;
let di_minus = self.sdm_minus / self.str_ * Decimal::ONE_HUNDRED;
let di_sum = di_plus + di_minus;
let dx = if di_sum.is_zero() {
Decimal::ZERO
} else {
(di_plus - di_minus).abs() / di_sum * Decimal::ONE_HUNDRED
};
let adx_period = self.bar_count - self.period; if adx_period < self.period {
self.dx_sum += dx;
if adx_period + 1 == self.period {
self.adx = Some(self.dx_sum / Decimal::from(self.period as u32));
}
return Ok(SignalValue::Unavailable);
}
let prev_adx = self.adx.unwrap_or(dx);
let one_minus_k = Decimal::ONE - self.multiplier;
let new_adx = prev_adx * one_minus_k + dx * self.multiplier;
self.adx = Some(new_adx);
Ok(SignalValue::Scalar(new_adx))
}
fn is_ready(&self) -> bool {
self.adx.is_some() && self.bar_count >= 2 * self.period
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.prev_high = None;
self.prev_low = None;
self.prev_close = None;
self.sdm_plus = Decimal::ZERO;
self.sdm_minus = Decimal::ZERO;
self.str_ = Decimal::ZERO;
self.adx = None;
self.bar_count = 0;
self.dx_sum = Decimal::ZERO;
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::signals::Signal;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
fn bar(h: &str, l: &str, c: &str) -> OhlcvBar {
let hi = Price::new(h.parse().unwrap()).unwrap();
let lo = Price::new(l.parse().unwrap()).unwrap();
let cl = Price::new(c.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: cl, high: hi, low: lo, close: cl,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_adx_period_0_fails() {
assert!(Adx::new("adx", 0).is_err());
}
#[test]
fn test_adx_unavailable_before_warmup() {
let mut adx = Adx::new("adx3", 3).unwrap();
for _ in 0..5 {
assert_eq!(adx.update_bar(&bar("110", "90", "100")).unwrap(), SignalValue::Unavailable);
}
assert!(!adx.is_ready());
}
#[test]
fn test_adx_reset() {
let mut adx = Adx::new("adx3", 3).unwrap();
for _ in 0..20 {
adx.update_bar(&bar("110", "90", "100")).unwrap();
}
adx.reset();
assert!(!adx.is_ready());
assert_eq!(adx.update_bar(&bar("110", "90", "100")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_adx_strong_trend_above_25() {
let mut adx = Adx::new("adx5", 5).unwrap();
let mut last = SignalValue::Unavailable;
for i in 1..=30u32 {
let h = 100.0 + i as f64;
let l = 98.0 + i as f64;
let c = 99.0 + i as f64;
let b = bar(&format!("{h:.1}"), &format!("{l:.1}"), &format!("{c:.1}"));
last = adx.update_bar(&b).unwrap();
}
if let SignalValue::Scalar(v) = last {
assert!(v >= rust_decimal_macros::dec!(20), "ADX should be > 20 in strong trend, got {v}");
} else {
panic!("expected Scalar after 30 bars");
}
}
}