use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct VolumeRsi {
name: String,
period: usize,
k: Decimal,
prev_volume: Option<Decimal>,
avg_gain: Option<Decimal>,
avg_loss: Option<Decimal>,
seed_gains: Vec<Decimal>,
seed_losses: Vec<Decimal>,
}
impl VolumeRsi {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period == 0 { return Err(FinError::InvalidPeriod(period)); }
let k = Decimal::ONE / Decimal::from(period as u32);
Ok(Self {
name: name.into(),
period,
k,
prev_volume: None,
avg_gain: None,
avg_loss: None,
seed_gains: Vec::with_capacity(period),
seed_losses: Vec::with_capacity(period),
})
}
}
impl Signal for VolumeRsi {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let vol = bar.volume;
let change = match self.prev_volume {
None => {
self.prev_volume = Some(vol);
return Ok(SignalValue::Unavailable);
}
Some(pv) => vol - pv,
};
self.prev_volume = Some(vol);
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 {
let ag = self.seed_gains.iter().sum::<Decimal>() / Decimal::from(self.period as u32);
let al = self.seed_losses.iter().sum::<Decimal>() / Decimal::from(self.period as u32);
self.avg_gain = Some(ag);
self.avg_loss = Some(al);
return Ok(SignalValue::Scalar(Self::rsi(ag, al)));
}
return Ok(SignalValue::Unavailable);
}
let ag = self.avg_gain.unwrap() * (Decimal::ONE - self.k) + gain * self.k;
let al = self.avg_loss.unwrap() * (Decimal::ONE - self.k) + loss * self.k;
self.avg_gain = Some(ag);
self.avg_loss = Some(al);
Ok(SignalValue::Scalar(Self::rsi(ag, al)))
}
fn is_ready(&self) -> bool { self.avg_gain.is_some() }
fn period(&self) -> usize { self.period }
fn reset(&mut self) {
self.prev_volume = None;
self.avg_gain = None;
self.avg_loss = None;
self.seed_gains.clear();
self.seed_losses.clear();
}
}
impl VolumeRsi {
fn rsi(avg_gain: Decimal, avg_loss: Decimal) -> Decimal {
if avg_loss.is_zero() { return Decimal::from(100u32); }
let rs = avg_gain / avg_loss;
Decimal::from(100u32) - Decimal::from(100u32) / (Decimal::ONE + rs)
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
use rust_decimal_macros::dec;
fn bar_v(v: &str) -> OhlcvBar {
let p = Price::new(dec!(100)).unwrap();
let vol = Quantity::new(v.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: p, high: p, low: p, close: p,
volume: vol,
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_vrsi_invalid() {
assert!(VolumeRsi::new("v", 0).is_err());
}
#[test]
fn test_vrsi_unavailable_first_bar() {
let mut v = VolumeRsi::new("v", 3).unwrap();
assert_eq!(v.update_bar(&bar_v("1000")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_vrsi_flat_volume_is_50() {
let mut v = VolumeRsi::new("v", 3).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..6 { last = v.update_bar(&bar_v("1000")).unwrap(); }
if let SignalValue::Scalar(val) = last {
assert_eq!(val, dec!(100));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vrsi_rising_volume_above_50() {
let mut v = VolumeRsi::new("v", 3).unwrap();
let mut last = SignalValue::Unavailable;
let vols = ["1000", "1100", "1200", "1300", "1400"];
for vol in &vols { last = v.update_bar(&bar_v(vol)).unwrap(); }
if let SignalValue::Scalar(val) = last {
assert!(val > dec!(50), "expected > 50, got {val}");
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vrsi_output_range() {
let mut v = VolumeRsi::new("v", 3).unwrap();
let vols = ["1000", "1200", "900", "1100", "800", "1300", "950"];
for vol in &vols {
if let SignalValue::Scalar(val) = v.update_bar(&bar_v(vol)).unwrap() {
assert!(val >= dec!(0) && val <= dec!(100), "out of range: {val}");
}
}
}
#[test]
fn test_vrsi_reset() {
let mut v = VolumeRsi::new("v", 3).unwrap();
for vol in ["1000", "1100", "1200", "1300", "1400"] {
v.update_bar(&bar_v(vol)).unwrap();
}
assert!(v.is_ready());
v.reset();
assert!(!v.is_ready());
}
}