use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct RelativeVolumeScore {
name: String,
period: usize,
volumes: VecDeque<Decimal>,
sum: Decimal,
}
impl RelativeVolumeScore {
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,
volumes: VecDeque::with_capacity(period),
sum: Decimal::ZERO,
})
}
}
impl Signal for RelativeVolumeScore {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.volumes.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.volumes.push_back(bar.volume);
self.sum += bar.volume;
if self.volumes.len() > self.period {
self.sum -= self.volumes.pop_front().unwrap();
}
if self.volumes.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let nd = Decimal::from(self.period as u32);
let avg = self.sum / nd;
if avg.is_zero() {
return Ok(SignalValue::Unavailable);
}
Ok(SignalValue::Scalar(bar.volume / avg))
}
fn reset(&mut self) {
self.volumes.clear();
self.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(v: &str) -> OhlcvBar {
let p = Price::new("100".parse().unwrap()).unwrap();
let vq = Quantity::new(v.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: p, high: p, low: p, close: p,
volume: vq,
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_rvs_invalid_period() {
assert!(RelativeVolumeScore::new("rvs", 0).is_err());
}
#[test]
fn test_rvs_unavailable_before_warm_up() {
let mut rvs = RelativeVolumeScore::new("rvs", 3).unwrap();
for _ in 0..2 {
assert_eq!(rvs.update_bar(&bar("1000")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_rvs_constant_volume_gives_one() {
let mut rvs = RelativeVolumeScore::new("rvs", 3).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..3 {
last = rvs.update_bar(&bar("1000")).unwrap();
}
assert_eq!(last, SignalValue::Scalar(dec!(1)));
}
#[test]
fn test_rvs_double_volume() {
let mut rvs = RelativeVolumeScore::new("rvs", 3).unwrap();
rvs.update_bar(&bar("1000")).unwrap();
rvs.update_bar(&bar("1000")).unwrap();
let result = rvs.update_bar(&bar("2000")).unwrap();
if let SignalValue::Scalar(v) = result {
assert!(v > dec!(1), "above-average volume should give score > 1: {}", v);
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_rvs_reset() {
let mut rvs = RelativeVolumeScore::new("rvs", 3).unwrap();
for _ in 0..3 { rvs.update_bar(&bar("1000")).unwrap(); }
assert!(rvs.is_ready());
rvs.reset();
assert!(!rvs.is_ready());
}
}