use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use rust_decimal::prelude::ToPrimitive;
use std::collections::VecDeque;
pub struct VolatilitySkew {
name: String,
period: usize,
prev_close: Option<Decimal>,
changes: VecDeque<(Decimal, bool)>, }
impl VolatilitySkew {
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,
prev_close: None,
changes: VecDeque::with_capacity(period),
})
}
}
impl Signal for VolatilitySkew {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
if let Some(pc) = self.prev_close {
if bar.close != pc {
let abs_change = (bar.close - pc).abs();
let is_up = bar.close > pc;
self.changes.push_back((abs_change, is_up));
if self.changes.len() > self.period { self.changes.pop_front(); }
}
}
self.prev_close = Some(bar.close);
if self.changes.len() < self.period { return Ok(SignalValue::Unavailable); }
let mut up_sum = Decimal::ZERO;
let mut up_count = 0u32;
let mut down_sum = Decimal::ZERO;
let mut down_count = 0u32;
for &(change, is_up) in &self.changes {
if is_up {
up_sum += change;
up_count += 1;
} else {
down_sum += change;
down_count += 1;
}
}
let up_vol = if up_count > 0 {
up_sum.to_f64().unwrap_or(0.0) / up_count as f64
} else {
0.0
};
let down_vol = if down_count > 0 {
down_sum.to_f64().unwrap_or(0.0) / down_count as f64
} else {
0.0
};
let total = up_vol + down_vol;
if total == 0.0 {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
let skew = (up_vol - down_vol) / total * 100.0;
Ok(SignalValue::Scalar(
Decimal::try_from(skew).unwrap_or(Decimal::ZERO)
))
}
fn is_ready(&self) -> bool { self.changes.len() >= self.period }
fn period(&self) -> usize { self.period }
fn reset(&mut self) {
self.prev_close = None;
self.changes.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(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_vs_invalid() {
assert!(VolatilitySkew::new("v", 0).is_err());
}
#[test]
fn test_vs_unavailable_before_warmup() {
let mut v = VolatilitySkew::new("v", 3).unwrap();
for _ in 0..3 {
assert_eq!(v.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_vs_all_up_is_100() {
let mut v = VolatilitySkew::new("v", 3).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0u32..7 {
let p = format!("{}", 100 + i * 5);
last = v.update_bar(&bar(&p)).unwrap();
}
if let SignalValue::Scalar(val) = last {
assert_eq!(val, dec!(100));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vs_all_down_is_minus_100() {
let mut v = VolatilitySkew::new("v", 3).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0u32..7 {
let p = format!("{}", 200 - i * 5);
last = v.update_bar(&bar(&p)).unwrap();
}
if let SignalValue::Scalar(val) = last {
assert_eq!(val, dec!(-100));
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vs_symmetric_is_zero() {
let mut v = VolatilitySkew::new("v", 4).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..3 {
v.update_bar(&bar("100")).unwrap();
v.update_bar(&bar("110")).unwrap();
v.update_bar(&bar("110")).unwrap();
last = v.update_bar(&bar("100")).unwrap();
}
if let SignalValue::Scalar(val) = last {
let diff = val.abs();
assert!(diff < dec!(0.001), "expected ~0, got {val}");
} else { panic!("expected Scalar"); }
}
#[test]
fn test_vs_range_minus_100_to_100() {
let mut v = VolatilitySkew::new("v", 4).unwrap();
for price in ["100", "105", "98", "107", "95", "110", "88", "112", "90"] {
if let SignalValue::Scalar(val) = v.update_bar(&bar(price)).unwrap() {
assert!(val >= dec!(-100) && val <= dec!(100), "out of range: {val}");
}
}
}
#[test]
fn test_vs_reset() {
let mut v = VolatilitySkew::new("v", 3).unwrap();
for i in 0u32..7 {
let p = format!("{}", 100 + i * 5);
v.update_bar(&bar(&p)).unwrap();
}
assert!(v.is_ready());
v.reset();
assert!(!v.is_ready());
}
}