use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct Rsx {
name: String,
period: usize,
prev_close: Option<Decimal>,
avg_gain: Option<Decimal>,
avg_loss: Option<Decimal>,
seed_gains: Vec<Decimal>,
seed_losses: Vec<Decimal>,
}
impl Rsx {
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_close: None,
avg_gain: None,
avg_loss: None,
seed_gains: Vec::with_capacity(period),
seed_losses: Vec::with_capacity(period),
})
}
}
impl Signal for Rsx {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let Some(prev) = self.prev_close else {
self.prev_close = Some(bar.close);
return Ok(SignalValue::Unavailable);
};
let change = bar.close - prev;
self.prev_close = Some(bar.close);
let gain = if change > Decimal::ZERO { change } else { Decimal::ZERO };
let loss = if change < Decimal::ZERO { -change } else { Decimal::ZERO };
if self.avg_gain.is_none() {
self.seed_gains.push(gain);
self.seed_losses.push(loss);
if self.seed_gains.len() < self.period {
return Ok(SignalValue::Unavailable);
}
#[allow(clippy::cast_possible_truncation)]
let n = Decimal::from(self.period as u32);
let ag = self.seed_gains.iter().copied().sum::<Decimal>() / n;
let al = self.seed_losses.iter().copied().sum::<Decimal>() / n;
self.avg_gain = Some(ag);
self.avg_loss = Some(al);
} else {
#[allow(clippy::cast_possible_truncation)]
let n = Decimal::from(self.period as u32);
let prev_ag = self.avg_gain.unwrap();
let prev_al = self.avg_loss.unwrap();
self.avg_gain = Some((prev_ag * (n - Decimal::ONE) + gain) / n);
self.avg_loss = Some((prev_al * (n - Decimal::ONE) + loss) / n);
}
let ag = self.avg_gain.unwrap();
let al = self.avg_loss.unwrap();
let rsx = if al.is_zero() {
if ag.is_zero() { Decimal::from(50u32) } else { Decimal::ONE_HUNDRED }
} else {
let rs = ag / al;
Decimal::ONE_HUNDRED - Decimal::ONE_HUNDRED / (Decimal::ONE + rs)
};
Ok(SignalValue::Scalar(rsx))
}
fn is_ready(&self) -> bool { self.avg_gain.is_some() }
fn period(&self) -> usize { self.period }
fn reset(&mut self) {
self.prev_close = None;
self.avg_gain = None;
self.avg_loss = None;
self.seed_gains.clear();
self.seed_losses.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(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,
}
}
#[test]
fn test_rsx_invalid_period() {
assert!(Rsx::new("r", 0).is_err());
}
#[test]
fn test_rsx_unavailable_before_warmup() {
let mut r = Rsx::new("r", 3).unwrap();
for _ in 0..3 {
assert_eq!(r.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_rsx_always_rising_near_100() {
let mut r = Rsx::new("r", 5).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0..20 {
let p = format!("{}", 100 + i);
last = r.update_bar(&bar(&p)).unwrap();
}
if let SignalValue::Scalar(v) = last {
assert!(v > dec!(90), "RSX should be high on rising prices: {v}");
} else {
panic!("expected scalar");
}
}
#[test]
fn test_rsx_always_falling_near_0() {
let mut r = Rsx::new("r", 5).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0..20 {
let p = format!("{}", 200 - i);
last = r.update_bar(&bar(&p)).unwrap();
}
if let SignalValue::Scalar(v) = last {
assert!(v < dec!(10), "RSX should be low on falling prices: {v}");
} else {
panic!("expected scalar");
}
}
#[test]
fn test_rsx_range() {
let mut r = Rsx::new("r", 5).unwrap();
for i in 0..20 {
if let SignalValue::Scalar(v) = r.update_bar(&bar(&format!("{}", 100 + (i % 5)))).unwrap() {
assert!(v >= dec!(0) && v <= dec!(100), "RSX out of range: {v}");
}
}
}
#[test]
fn test_rsx_reset() {
let mut r = Rsx::new("r", 3).unwrap();
for _ in 0..10 { r.update_bar(&bar("100")).unwrap(); }
assert!(r.is_ready());
r.reset();
assert!(!r.is_ready());
}
}