use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::prelude::{FromPrimitive, ToPrimitive};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct BarRangeStdDev {
name: String,
period: usize,
ranges: VecDeque<Decimal>,
}
impl BarRangeStdDev {
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,
ranges: VecDeque::with_capacity(period),
})
}
}
impl Signal for BarRangeStdDev {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.ranges.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let range = bar.high - bar.low;
self.ranges.push_back(range);
if self.ranges.len() > self.period { self.ranges.pop_front(); }
if self.ranges.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let vals: Vec<f64> = self.ranges.iter().filter_map(|r| r.to_f64()).collect();
if vals.len() != self.period {
return Ok(SignalValue::Unavailable);
}
let nf = vals.len() as f64;
let mean = vals.iter().sum::<f64>() / nf;
let var = vals.iter().map(|v| { let d = v - mean; d * d }).sum::<f64>() / nf;
match Decimal::from_f64(var.sqrt()) {
Some(v) => Ok(SignalValue::Scalar(v)),
None => Ok(SignalValue::Unavailable),
}
}
fn reset(&mut self) {
self.ranges.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(h: &str, l: &str) -> OhlcvBar {
let hp = Price::new(h.parse().unwrap()).unwrap();
let lp = Price::new(l.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: lp, high: hp, low: lp, close: hp,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_brsd_invalid_period() {
assert!(BarRangeStdDev::new("brsd", 0).is_err());
assert!(BarRangeStdDev::new("brsd", 1).is_err());
}
#[test]
fn test_brsd_unavailable_before_warm_up() {
let mut brsd = BarRangeStdDev::new("brsd", 3).unwrap();
for _ in 0..2 {
assert_eq!(brsd.update_bar(&bar("110", "90")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_brsd_constant_range_gives_zero() {
let mut brsd = BarRangeStdDev::new("brsd", 3).unwrap();
let mut last = SignalValue::Unavailable;
for _ in 0..3 {
last = brsd.update_bar(&bar("110", "90")).unwrap(); }
assert_eq!(last, SignalValue::Scalar(dec!(0)));
}
#[test]
fn test_brsd_varying_range_positive() {
let mut brsd = BarRangeStdDev::new("brsd", 3).unwrap();
let mut last = SignalValue::Unavailable;
for &(h, l) in &[("110", "90"), ("130", "80"), ("105", "100")] {
last = brsd.update_bar(&bar(h, l)).unwrap();
}
if let SignalValue::Scalar(v) = last {
assert!(v > dec!(0), "varying ranges should give positive std dev: {}", v);
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_brsd_reset() {
let mut brsd = BarRangeStdDev::new("brsd", 3).unwrap();
for _ in 0..3 { brsd.update_bar(&bar("110", "90")).unwrap(); }
assert!(brsd.is_ready());
brsd.reset();
assert!(!brsd.is_ready());
}
}