use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct Smi {
name: String,
period: usize,
bars: VecDeque<BarInput>,
smooth1_k: Decimal,
smooth2_k: Decimal,
ema1_diff: Option<Decimal>,
ema2_diff: Option<Decimal>,
ema1_range: Option<Decimal>,
ema2_range: Option<Decimal>,
}
impl Smi {
pub fn new(
name: impl Into<String>,
period: usize,
smooth1: usize,
smooth2: usize,
) -> Result<Self, FinError> {
if period == 0 { return Err(FinError::InvalidPeriod(period)); }
if smooth1 == 0 { return Err(FinError::InvalidPeriod(smooth1)); }
if smooth2 == 0 { return Err(FinError::InvalidPeriod(smooth2)); }
#[allow(clippy::cast_possible_truncation)]
let smooth1_k = Decimal::TWO / Decimal::from((smooth1 + 1) as u32);
#[allow(clippy::cast_possible_truncation)]
let smooth2_k = Decimal::TWO / Decimal::from((smooth2 + 1) as u32);
Ok(Self {
name: name.into(),
period,
bars: VecDeque::with_capacity(period),
smooth1_k,
smooth2_k,
ema1_diff: None,
ema2_diff: None,
ema1_range: None,
ema2_range: None,
})
}
}
impl Signal for Smi {
fn name(&self) -> &str { &self.name }
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
self.bars.push_back(bar.clone());
if self.bars.len() > self.period {
self.bars.pop_front();
}
if self.bars.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let hh = self.bars.iter().map(|b| b.high).max().unwrap_or(bar.high);
let ll = self.bars.iter().map(|b| b.low).min().unwrap_or(bar.low);
let two = Decimal::TWO;
let midpoint = (hh + ll) / two;
let diff = bar.close - midpoint;
let range = (hh - ll) / two;
let e1d = match self.ema1_diff {
None => diff,
Some(p) => diff * self.smooth1_k + p * (Decimal::ONE - self.smooth1_k),
};
self.ema1_diff = Some(e1d);
let e2d = match self.ema2_diff {
None => e1d,
Some(p) => e1d * self.smooth2_k + p * (Decimal::ONE - self.smooth2_k),
};
self.ema2_diff = Some(e2d);
let e1r = match self.ema1_range {
None => range,
Some(p) => range * self.smooth1_k + p * (Decimal::ONE - self.smooth1_k),
};
self.ema1_range = Some(e1r);
let e2r = match self.ema2_range {
None => e1r,
Some(p) => e1r * self.smooth2_k + p * (Decimal::ONE - self.smooth2_k),
};
self.ema2_range = Some(e2r);
let smi = if e2r == Decimal::ZERO {
Decimal::ZERO
} else {
Decimal::from(100u32) * e2d / e2r
};
Ok(SignalValue::Scalar(smi))
}
fn is_ready(&self) -> bool {
self.ema2_diff.is_some()
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.bars.clear();
self.ema1_diff = None;
self.ema2_diff = None;
self.ema1_range = None;
self.ema2_range = None;
}
}
#[cfg(test)]
mod tests {
use super::*;
use crate::ohlcv::OhlcvBar;
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_smi_invalid_period() {
assert!(Smi::new("s", 0, 3, 3).is_err());
assert!(Smi::new("s", 13, 0, 3).is_err());
assert!(Smi::new("s", 13, 3, 0).is_err());
}
#[test]
fn test_smi_unavailable_before_period() {
let mut smi = Smi::new("s", 3, 2, 2).unwrap();
assert_eq!(smi.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
assert_eq!(smi.update_bar(&bar("101")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_smi_produces_scalar_after_period() {
let mut smi = Smi::new("s", 3, 2, 2).unwrap();
smi.update_bar(&bar("100")).unwrap();
smi.update_bar(&bar("101")).unwrap();
let v = smi.update_bar(&bar("102")).unwrap();
assert!(matches!(v, SignalValue::Scalar(_)));
assert!(smi.is_ready());
}
#[test]
fn test_smi_flat_price_is_zero() {
let mut smi = Smi::new("s", 3, 2, 2).unwrap();
for _ in 0..20 {
smi.update_bar(&bar("100")).unwrap();
}
if let SignalValue::Scalar(v) = smi.update_bar(&bar("100")).unwrap() {
assert_eq!(v, dec!(0));
}
}
#[test]
fn test_smi_reset() {
let mut smi = Smi::new("s", 3, 2, 2).unwrap();
for _ in 0..10 { smi.update_bar(&bar("100")).unwrap(); }
assert!(smi.is_ready());
smi.reset();
assert!(!smi.is_ready());
assert_eq!(smi.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}