use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct RogersSatchellVolatility {
name: String,
period: usize,
rs_values: VecDeque<f64>,
}
impl RogersSatchellVolatility {
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, rs_values: VecDeque::with_capacity(period) })
}
}
impl Signal for RogersSatchellVolatility {
fn name(&self) -> &str {
&self.name
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
use rust_decimal::prelude::ToPrimitive;
let h = bar.high.to_f64().unwrap_or(0.0);
let l = bar.low.to_f64().unwrap_or(0.0);
let c = bar.close.to_f64().unwrap_or(0.0);
let o = bar.open.to_f64().unwrap_or(0.0);
if h <= 0.0 || l <= 0.0 || c <= 0.0 || o <= 0.0 {
return Ok(SignalValue::Unavailable);
}
let rs = (h / c).ln() * (h / o).ln() + (l / c).ln() * (l / o).ln();
self.rs_values.push_back(rs);
if self.rs_values.len() > self.period {
self.rs_values.pop_front();
}
if self.rs_values.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let mean = self.rs_values.iter().sum::<f64>() / self.period as f64;
let sigma = mean.max(0.0).sqrt();
Decimal::try_from(sigma)
.map(SignalValue::Scalar)
.map_err(|_| FinError::ArithmeticOverflow)
}
fn is_ready(&self) -> bool {
self.rs_values.len() >= self.period
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.rs_values.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, h: &str, l: &str, c: &str) -> OhlcvBar {
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: Price::new(o.parse().unwrap()).unwrap(),
high: Price::new(h.parse().unwrap()).unwrap(),
low: Price::new(l.parse().unwrap()).unwrap(),
close: Price::new(c.parse().unwrap()).unwrap(),
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_period_zero_fails() {
assert!(matches!(
RogersSatchellVolatility::new("rs", 0),
Err(FinError::InvalidPeriod(0))
));
}
#[test]
fn test_unavailable_before_period() {
let mut rs = RogersSatchellVolatility::new("rs", 3).unwrap();
let v = rs.update_bar(&bar("10", "12", "9", "11")).unwrap();
assert_eq!(v, SignalValue::Unavailable);
}
#[test]
fn test_ready_after_period() {
let mut rs = RogersSatchellVolatility::new("rs", 2).unwrap();
rs.update_bar(&bar("10", "12", "9", "11")).unwrap();
let v = rs.update_bar(&bar("11", "13", "10", "12")).unwrap();
assert!(rs.is_ready());
assert!(matches!(v, SignalValue::Scalar(_)));
}
#[test]
fn test_sigma_non_negative() {
let mut rs = RogersSatchellVolatility::new("rs", 5).unwrap();
for _ in 0..5 {
rs.update_bar(&bar("10", "12", "9", "11")).unwrap();
}
let v = rs.update_bar(&bar("10", "12", "9", "11")).unwrap();
if let SignalValue::Scalar(s) = v {
assert!(s >= dec!(0));
} else {
panic!("expected scalar");
}
}
#[test]
fn test_doji_bar_gives_zero() {
let mut rs = RogersSatchellVolatility::new("rs", 3).unwrap();
for _ in 0..3 {
rs.update_bar(&bar("10", "10", "10", "10")).unwrap();
}
let v = rs.update_bar(&bar("10", "10", "10", "10")).unwrap();
if let SignalValue::Scalar(s) = v {
assert_eq!(s, dec!(0));
} else {
panic!("expected scalar");
}
}
#[test]
fn test_reset_clears_state() {
let mut rs = RogersSatchellVolatility::new("rs", 2).unwrap();
rs.update_bar(&bar("10", "12", "9", "11")).unwrap();
rs.update_bar(&bar("11", "13", "10", "12")).unwrap();
assert!(rs.is_ready());
rs.reset();
assert!(!rs.is_ready());
}
#[test]
fn test_wider_range_larger_vol() {
let mut narrow = RogersSatchellVolatility::new("rs", 3).unwrap();
let mut wide = RogersSatchellVolatility::new("rs", 3).unwrap();
for _ in 0..3 {
narrow.update_bar(&bar("100", "102", "98", "101")).unwrap();
wide.update_bar(&bar("100", "115", "85", "101")).unwrap();
}
let nv = match narrow.update_bar(&bar("100", "102", "98", "101")).unwrap() {
SignalValue::Scalar(v) => v,
_ => panic!("expected scalar"),
};
let wv = match wide.update_bar(&bar("100", "115", "85", "101")).unwrap() {
SignalValue::Scalar(v) => v,
_ => panic!("expected scalar"),
};
assert!(wv > nv);
}
}