use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct VolumeBreakoutScore {
name: String,
period: usize,
bars: VecDeque<(Decimal, Decimal)>,
}
impl VolumeBreakoutScore {
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, bars: VecDeque::with_capacity(period) })
}
}
impl Signal for VolumeBreakoutScore {
fn name(&self) -> &str {
&self.name
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let abs_body = (bar.close - bar.open).abs();
self.bars.push_back((bar.volume, abs_body));
if self.bars.len() > self.period {
self.bars.pop_front();
}
if self.bars.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let vol_sum: Decimal = self.bars.iter().map(|(v, _)| v).copied().sum();
let body_sum: Decimal = self.bars.iter().map(|(_, b)| b).copied().sum();
#[allow(clippy::cast_possible_truncation)]
let n = Decimal::from(self.period as u32);
let mean_vol = vol_sum.checked_div(n).ok_or(FinError::ArithmeticOverflow)?;
let mean_body = body_sum.checked_div(n).ok_or(FinError::ArithmeticOverflow)?;
let vol_ratio = if mean_vol.is_zero() {
Decimal::ONE
} else {
bar.volume.checked_div(mean_vol).ok_or(FinError::ArithmeticOverflow)?
};
let move_ratio = if mean_body.is_zero() {
Decimal::ONE
} else {
abs_body.checked_div(mean_body).ok_or(FinError::ArithmeticOverflow)?
};
let score = vol_ratio.checked_mul(move_ratio).ok_or(FinError::ArithmeticOverflow)?;
Ok(SignalValue::Scalar(score))
}
fn is_ready(&self) -> bool {
self.bars.len() >= self.period
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.bars.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(o: &str, c: &str, vol: &str) -> OhlcvBar {
let op = Price::new(o.parse().unwrap()).unwrap();
let cl = Price::new(c.parse().unwrap()).unwrap();
let hi = op.max(cl);
let lo = op.min(cl);
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: op, high: hi, low: lo, close: cl,
volume: Quantity::new(vol.parse().unwrap()).unwrap(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_period_zero_fails() {
assert!(matches!(VolumeBreakoutScore::new("vbs", 0), Err(FinError::InvalidPeriod(0))));
}
#[test]
fn test_unavailable_before_period() {
let mut vbs = VolumeBreakoutScore::new("vbs", 3).unwrap();
assert_eq!(vbs.update_bar(&bar("10", "12", "1000")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_uniform_bars_give_one() {
let mut vbs = VolumeBreakoutScore::new("vbs", 3).unwrap();
for _ in 0..3 {
vbs.update_bar(&bar("10", "12", "1000")).unwrap();
}
let v = vbs.update_bar(&bar("10", "12", "1000")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(1)));
}
#[test]
fn test_breakout_bar_above_one() {
let mut vbs = VolumeBreakoutScore::new("vbs", 4).unwrap();
vbs.update_bar(&bar("10", "11", "1000")).unwrap();
vbs.update_bar(&bar("10", "11", "1000")).unwrap();
vbs.update_bar(&bar("10", "11", "1000")).unwrap();
let v = vbs.update_bar(&bar("10", "13", "3000")).unwrap();
if let SignalValue::Scalar(s) = v {
assert!(s > dec!(1));
} else {
panic!("expected scalar");
}
}
#[test]
fn test_reset() {
let mut vbs = VolumeBreakoutScore::new("vbs", 2).unwrap();
vbs.update_bar(&bar("10", "12", "1000")).unwrap();
vbs.update_bar(&bar("10", "12", "1000")).unwrap();
assert!(vbs.is_ready());
vbs.reset();
assert!(!vbs.is_ready());
}
}