use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct SlopeOscillator {
name: String,
period: usize,
k: Decimal,
ema: Option<Decimal>,
prev_ema: Option<Decimal>,
prev_slope: Option<Decimal>,
bars_seen: usize,
ready: bool,
}
impl SlopeOscillator {
pub fn new(name: impl Into<String>, period: usize) -> Result<Self, FinError> {
if period == 0 {
return Err(FinError::InvalidPeriod(period));
}
#[allow(clippy::cast_possible_truncation)]
let k = Decimal::from(2u32)
.checked_div(Decimal::from(period as u32 + 1))
.unwrap_or(Decimal::ONE);
Ok(Self {
name: name.into(),
period,
k,
ema: None,
prev_ema: None,
prev_slope: None,
bars_seen: 0,
ready: false,
})
}
}
impl Signal for SlopeOscillator {
fn name(&self) -> &str {
&self.name
}
fn period(&self) -> usize {
self.period
}
fn is_ready(&self) -> bool {
self.ready
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.bars_seen += 1;
let new_ema = match self.ema {
None => bar.close,
Some(prev) => {
let one_minus_k = Decimal::ONE - self.k;
bar.close * self.k + prev * one_minus_k
}
};
let slope = match self.prev_ema {
None => {
self.prev_ema = Some(new_ema);
self.ema = Some(new_ema);
return Ok(SignalValue::Unavailable);
}
Some(pe) => new_ema - pe,
};
self.prev_ema = Some(new_ema);
self.ema = Some(new_ema);
let acceleration = match self.prev_slope {
None => {
self.prev_slope = Some(slope);
return Ok(SignalValue::Unavailable);
}
Some(ps) => slope - ps,
};
self.prev_slope = Some(slope);
self.ready = true;
Ok(SignalValue::Scalar(acceleration))
}
fn reset(&mut self) {
self.ema = None;
self.prev_ema = None;
self.prev_slope = None;
self.bars_seen = 0;
self.ready = false;
}
}
#[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(close: &str) -> OhlcvBar {
let p = Price::new(close.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_so_invalid_period() {
assert!(SlopeOscillator::new("so", 0).is_err());
}
#[test]
fn test_so_unavailable_for_first_two_bars() {
let mut so = SlopeOscillator::new("so", 5).unwrap();
assert_eq!(so.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
assert_eq!(so.update_bar(&bar("101")).unwrap(), SignalValue::Unavailable);
assert!(!so.is_ready());
}
#[test]
fn test_so_produces_value_on_third_bar() {
let mut so = SlopeOscillator::new("so", 3).unwrap();
so.update_bar(&bar("100")).unwrap();
so.update_bar(&bar("102")).unwrap();
let v = so.update_bar(&bar("104")).unwrap();
assert!(v.is_scalar());
assert!(so.is_ready());
}
#[test]
fn test_so_flat_series_zero_acceleration() {
let mut so = SlopeOscillator::new("so", 1).unwrap();
so.update_bar(&bar("100")).unwrap();
so.update_bar(&bar("100")).unwrap();
let v = so.update_bar(&bar("100")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(0)));
}
#[test]
fn test_so_reset() {
let mut so = SlopeOscillator::new("so", 3).unwrap();
for _ in 0..5 {
so.update_bar(&bar("100")).unwrap();
}
assert!(so.is_ready());
so.reset();
assert!(!so.is_ready());
assert_eq!(so.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_so_period_and_name() {
let so = SlopeOscillator::new("my_so", 10).unwrap();
assert_eq!(so.period(), 10);
assert_eq!(so.name(), "my_so");
}
}