use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct SharpeRatio {
name: String,
period: usize,
returns: VecDeque<f64>,
prev_close: Option<f64>,
}
impl SharpeRatio {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period < 2 {
return Err(FinError::InvalidPeriod(period));
}
Ok(Self {
name: name.into(),
period,
returns: VecDeque::with_capacity(period),
prev_close: None,
})
}
}
impl Signal for SharpeRatio {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.returns.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
use rust_decimal::prelude::ToPrimitive;
let c = bar.close.to_f64().unwrap_or(0.0);
if let Some(pc) = self.prev_close {
if pc > 0.0 {
let ret = (c - pc) / pc;
self.returns.push_back(ret);
if self.returns.len() > self.period {
self.returns.pop_front();
}
}
}
self.prev_close = Some(c);
if self.returns.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let n = self.returns.len() as f64;
let mean = self.returns.iter().sum::<f64>() / n;
let variance = self.returns.iter().map(|r| (r - mean).powi(2)).sum::<f64>() / n;
let std_dev = variance.sqrt();
if std_dev == 0.0 {
return Ok(SignalValue::Unavailable);
}
let sharpe = mean / std_dev;
Decimal::try_from(sharpe)
.map(SignalValue::Scalar)
.map_err(|_| FinError::ArithmeticOverflow)
}
fn reset(&mut self) {
self.returns.clear();
self.prev_close = None;
}
}
#[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(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_sr_invalid_period() {
assert!(SharpeRatio::new("sr", 0).is_err());
assert!(SharpeRatio::new("sr", 1).is_err());
}
#[test]
fn test_sr_unavailable_during_warmup() {
let mut sr = SharpeRatio::new("sr", 4).unwrap();
for p in &["100", "101", "99", "102"] {
assert_eq!(sr.update_bar(&bar(p)).unwrap(), SignalValue::Unavailable);
}
assert!(!sr.is_ready());
}
#[test]
fn test_sr_flat_prices_unavailable() {
let mut sr = SharpeRatio::new("sr", 3).unwrap();
sr.update_bar(&bar("100")).unwrap();
sr.update_bar(&bar("100")).unwrap();
sr.update_bar(&bar("100")).unwrap();
let v = sr.update_bar(&bar("100")).unwrap();
assert_eq!(v, SignalValue::Unavailable);
}
#[test]
fn test_sr_uptrend_positive() {
let mut sr = SharpeRatio::new("sr", 4).unwrap();
for p in &["100", "102", "104", "106", "108"] {
sr.update_bar(&bar(p)).unwrap();
}
if let SignalValue::Scalar(v) = sr.update_bar(&bar("110")).unwrap() {
assert!(v > dec!(0), "uptrend should yield positive Sharpe: {v}");
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_sr_downtrend_negative() {
let mut sr = SharpeRatio::new("sr", 4).unwrap();
for p in &["110", "108", "106", "104", "102"] {
sr.update_bar(&bar(p)).unwrap();
}
if let SignalValue::Scalar(v) = sr.update_bar(&bar("100")).unwrap() {
assert!(v < dec!(0), "downtrend should yield negative Sharpe: {v}");
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_sr_reset() {
let mut sr = SharpeRatio::new("sr", 3).unwrap();
for p in &["100", "102", "101", "103"] {
sr.update_bar(&bar(p)).unwrap();
}
assert!(sr.is_ready());
sr.reset();
assert!(!sr.is_ready());
assert!(sr.update_bar(&bar("100")).unwrap() == SignalValue::Unavailable);
}
}