use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct PriceVelocityScore {
name: String,
fast: usize,
slow: usize,
closes: VecDeque<Decimal>,
velocities: VecDeque<Decimal>,
}
impl PriceVelocityScore {
pub fn new(name: impl Into<String>, fast: usize, slow: usize) -> Result<Self, FinError> {
if fast == 0 || fast >= slow { return Err(FinError::InvalidPeriod(fast)); }
Ok(Self {
name: name.into(),
fast,
slow,
closes: VecDeque::with_capacity(fast + 1),
velocities: VecDeque::with_capacity(slow),
})
}
}
impl Signal for PriceVelocityScore {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.slow }
fn is_ready(&self) -> bool { self.velocities.len() >= self.slow }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.closes.push_back(bar.close);
if self.closes.len() > self.fast + 1 { self.closes.pop_front(); }
if self.closes.len() < self.fast + 1 { return Ok(SignalValue::Unavailable); }
let velocity = *self.closes.back().unwrap() - *self.closes.front().unwrap();
self.velocities.push_back(velocity.abs());
if self.velocities.len() > self.slow { self.velocities.pop_front(); }
if self.velocities.len() < self.slow { return Ok(SignalValue::Unavailable); }
#[allow(clippy::cast_possible_truncation)]
let avg_vel = self.velocities.iter().sum::<Decimal>()
/ Decimal::from(self.slow as u32);
if avg_vel.is_zero() { return Ok(SignalValue::Unavailable); }
Ok(SignalValue::Scalar(velocity / avg_vel))
}
fn reset(&mut self) {
self.closes.clear();
self.velocities.clear();
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
use crate::signals::Signal;
use crate::types::{NanoTimestamp, Price, Quantity, Symbol};
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_pvs_invalid() {
assert!(PriceVelocityScore::new("p", 0, 10).is_err());
assert!(PriceVelocityScore::new("p", 10, 5).is_err());
}
#[test]
fn test_pvs_unavailable() {
let mut pvs = PriceVelocityScore::new("p", 3, 5).unwrap();
for _ in 0..7 {
let r = pvs.update_bar(&bar("100")).unwrap();
if !pvs.is_ready() {
assert_eq!(r, SignalValue::Unavailable);
}
}
}
#[test]
fn test_pvs_ready_after_warm_up() {
let mut pvs = PriceVelocityScore::new("p", 2, 5).unwrap();
for i in 0u32..8 { pvs.update_bar(&bar(&(100 + i).to_string())).unwrap(); }
assert!(pvs.is_ready());
}
#[test]
fn test_pvs_reset() {
let mut pvs = PriceVelocityScore::new("p", 2, 5).unwrap();
for i in 0u32..8 { pvs.update_bar(&bar(&(100 + i).to_string())).unwrap(); }
pvs.reset();
assert!(!pvs.is_ready());
}
}