use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct VolumeImbalance {
name: String,
period: usize,
history: VecDeque<(Decimal, Decimal)>,
}
impl VolumeImbalance {
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,
history: VecDeque::with_capacity(period),
})
}
}
impl Signal for VolumeImbalance {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let up_vol = if bar.is_bullish() { bar.volume } else { Decimal::ZERO };
let down_vol = if bar.is_bearish() { bar.volume } else { Decimal::ZERO };
self.history.push_back((up_vol, down_vol));
if self.history.len() > self.period {
self.history.pop_front();
}
if self.history.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let total_up: Decimal = self.history.iter().map(|(u, _)| u).sum();
let total_down: Decimal = self.history.iter().map(|(_, d)| d).sum();
let total = total_up + total_down;
if total.is_zero() {
return Ok(SignalValue::Unavailable);
}
let imbalance = (total_up - total_down)
.checked_div(total)
.ok_or(FinError::ArithmeticOverflow)?;
Ok(SignalValue::Scalar(imbalance))
}
fn is_ready(&self) -> bool {
self.history.len() >= self.period
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.history.clear();
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
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 cp = Price::new(c.parse().unwrap()).unwrap();
let hp = if cp >= op { cp } else { op };
let lp = if cp <= op { cp } else { op };
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: op, high: hp, low: lp, close: cp,
volume: Quantity::new(vol.parse().unwrap()).unwrap(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_vi_invalid_period() {
assert!(VolumeImbalance::new("v", 0).is_err());
}
#[test]
fn test_vi_unavailable_early() {
let mut vi = VolumeImbalance::new("v", 3).unwrap();
assert_eq!(vi.update_bar(&bar("100", "105", "100")).unwrap(), SignalValue::Unavailable);
assert_eq!(vi.update_bar(&bar("100", "105", "100")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_vi_all_up_returns_one() {
let mut vi = VolumeImbalance::new("v", 3).unwrap();
for _ in 0..3 { vi.update_bar(&bar("100", "105", "100")).unwrap(); }
if let SignalValue::Scalar(v) = vi.update_bar(&bar("100", "105", "100")).unwrap() {
assert_eq!(v, dec!(1));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vi_all_down_returns_neg_one() {
let mut vi = VolumeImbalance::new("v", 3).unwrap();
for _ in 0..3 { vi.update_bar(&bar("105", "100", "100")).unwrap(); }
if let SignalValue::Scalar(v) = vi.update_bar(&bar("105", "100", "100")).unwrap() {
assert_eq!(v, dec!(-1));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vi_balanced_near_zero() {
let mut vi = VolumeImbalance::new("v", 2).unwrap();
vi.update_bar(&bar("100", "105", "100")).unwrap(); if let SignalValue::Scalar(v) = vi.update_bar(&bar("105", "100", "100")).unwrap() {
assert_eq!(v, dec!(0));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vi_reset() {
let mut vi = VolumeImbalance::new("v", 2).unwrap();
vi.update_bar(&bar("100", "105", "100")).unwrap();
vi.update_bar(&bar("100", "105", "100")).unwrap();
assert!(vi.is_ready());
vi.reset();
assert!(!vi.is_ready());
}
}