use rust_decimal::Decimal;
use std::collections::VecDeque;
use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::prelude::ToPrimitive;
pub struct RollingSkewness {
period: usize,
prev_close: Option<Decimal>,
returns: VecDeque<f64>,
}
impl RollingSkewness {
pub fn new(period: usize) -> Result<Self, FinError> {
if period < 3 {
return Err(FinError::InvalidPeriod(period));
}
Ok(Self { period, prev_close: None, returns: VecDeque::with_capacity(period) })
}
}
impl Signal for RollingSkewness {
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
if let Some(pc) = self.prev_close {
if !pc.is_zero() {
if let (Some(c), Some(p)) = (bar.close.to_f64(), pc.to_f64()) {
self.returns.push_back((c - p) / p);
if self.returns.len() > self.period {
self.returns.pop_front();
}
}
}
}
self.prev_close = Some(bar.close);
if self.returns.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let n = self.period as f64;
let mean = self.returns.iter().sum::<f64>() / n;
let var = self.returns.iter().map(|v| (v - mean).powi(2)).sum::<f64>() / n;
let std_dev = var.sqrt();
if std_dev == 0.0 {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
let m3 = self.returns.iter().map(|v| (v - mean).powi(3)).sum::<f64>() / n;
let skewness = m3 / (std_dev * std_dev * std_dev);
match Decimal::from_f64_retain(skewness) {
Some(v) => Ok(SignalValue::Scalar(v)),
None => Ok(SignalValue::Unavailable),
}
}
fn is_ready(&self) -> bool { self.returns.len() >= self.period }
fn period(&self) -> usize { self.period }
fn reset(&mut self) { self.prev_close = None; self.returns.clear(); }
fn name(&self) -> &str { "RollingSkewness" }
}
#[cfg(test)]
mod tests {
use super::*;
use rust_decimal_macros::dec;
fn bar(c: &str) -> BarInput {
BarInput {
open: c.parse().unwrap(),
high: c.parse().unwrap(),
low: c.parse().unwrap(),
close: c.parse().unwrap(),
volume: dec!(1000),
}
}
#[test]
fn test_rs_flat_zero() {
let mut sig = RollingSkewness::new(3).unwrap();
for _ in 0..5 { sig.update(&bar("100")).unwrap(); }
let v = sig.update(&bar("100")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(0)));
}
#[test]
fn test_rs_not_ready() {
let mut sig = RollingSkewness::new(4).unwrap();
for _ in 0..4 {
assert_eq!(sig.update(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
}