use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct RangePercentile {
name: String,
period: usize,
ranges: VecDeque<Decimal>,
}
impl RangePercentile {
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, ranges: VecDeque::with_capacity(period) })
}
}
impl Signal for RangePercentile {
fn name(&self) -> &str {
&self.name
}
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);
}
if self.period == 1 {
return Ok(SignalValue::Scalar(Decimal::ZERO));
}
let below_count = self.ranges.iter().filter(|&&r| r < range).count();
#[allow(clippy::cast_possible_truncation)]
let percentile = Decimal::from(below_count as u64)
.checked_div(Decimal::from((self.period - 1) as u32))
.ok_or(FinError::ArithmeticOverflow)?;
Ok(SignalValue::Scalar(percentile))
}
fn is_ready(&self) -> bool {
self.ranges.len() >= self.period
}
fn period(&self) -> usize {
self.period
}
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(high: &str, low: &str) -> OhlcvBar {
let h = Price::new(high.parse().unwrap()).unwrap();
let l = Price::new(low.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: l, high: h, low: l, close: h,
volume: Quantity::zero(),
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_period_zero_fails() {
assert!(matches!(RangePercentile::new("rp", 0), Err(FinError::InvalidPeriod(0))));
}
#[test]
fn test_unavailable_before_period() {
let mut rp = RangePercentile::new("rp", 3).unwrap();
assert_eq!(rp.update_bar(&bar("12", "10")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_largest_range_is_one() {
let mut rp = RangePercentile::new("rp", 4).unwrap();
rp.update_bar(&bar("11", "10")).unwrap(); rp.update_bar(&bar("12", "10")).unwrap(); rp.update_bar(&bar("13", "10")).unwrap(); let v = rp.update_bar(&bar("15", "10")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(1)));
}
#[test]
fn test_smallest_range_is_zero() {
let mut rp = RangePercentile::new("rp", 4).unwrap();
rp.update_bar(&bar("15", "10")).unwrap(); rp.update_bar(&bar("14", "10")).unwrap(); rp.update_bar(&bar("13", "10")).unwrap(); let v = rp.update_bar(&bar("11", "10")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(0)));
}
#[test]
fn test_reset() {
let mut rp = RangePercentile::new("rp", 2).unwrap();
rp.update_bar(&bar("12", "10")).unwrap();
rp.update_bar(&bar("12", "10")).unwrap();
assert!(rp.is_ready());
rp.reset();
assert!(!rp.is_ready());
}
}