use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct TrendPurity {
name: String,
period: usize,
closes: VecDeque<Decimal>,
}
impl TrendPurity {
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,
closes: VecDeque::with_capacity(period),
})
}
}
impl Signal for TrendPurity {
fn name(&self) -> &str { &self.name }
fn period(&self) -> usize { self.period }
fn is_ready(&self) -> bool { self.closes.len() >= self.period }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.closes.push_back(bar.close);
if self.closes.len() > self.period { self.closes.pop_front(); }
if self.closes.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let first = self.closes[0];
let last = *self.closes.back().unwrap();
let overall_diff = last - first;
if overall_diff.is_zero() {
return Ok(SignalValue::Scalar(Decimal::new(5, 1))); }
let up_trend = overall_diff > Decimal::ZERO;
let n = self.closes.len() - 1;
let aligned = self.closes.iter().zip(self.closes.iter().skip(1))
.filter(|(&a, &b)| {
if up_trend { b > a } else { b < a }
})
.count();
Ok(SignalValue::Scalar(Decimal::from(aligned as u32) / Decimal::from(n as u32)))
}
fn reset(&mut self) {
self.closes.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(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_tp_invalid_period() {
assert!(TrendPurity::new("tp", 0).is_err());
assert!(TrendPurity::new("tp", 1).is_err());
}
#[test]
fn test_tp_unavailable_before_warm_up() {
let mut tp = TrendPurity::new("tp", 3).unwrap();
for _ in 0..2 {
assert_eq!(tp.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_tp_perfect_uptrend_gives_one() {
let mut tp = TrendPurity::new("tp", 4).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0u32..4 {
last = tp.update_bar(&bar(&(100 + i).to_string())).unwrap();
}
assert_eq!(last, SignalValue::Scalar(dec!(1)));
}
#[test]
fn test_tp_noisy_uptrend_below_one() {
let mut tp = TrendPurity::new("tp", 4).unwrap();
let prices = ["100", "101", "100", "103"];
let mut last = SignalValue::Unavailable;
for p in &prices {
last = tp.update_bar(&bar(p)).unwrap();
}
if let SignalValue::Scalar(v) = last {
assert!(v < dec!(1) && v > dec!(0), "noisy uptrend purity should be in (0,1): {}", v);
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_tp_reset() {
let mut tp = TrendPurity::new("tp", 3).unwrap();
for p in ["100", "101", "102"] { tp.update_bar(&bar(p)).unwrap(); }
assert!(tp.is_ready());
tp.reset();
assert!(!tp.is_ready());
}
}