use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
pub struct ForceIndex {
name: String,
period: usize,
prev_close: Option<Decimal>,
ema: Option<Decimal>,
multiplier: Decimal,
bar_count: usize,
}
impl ForceIndex {
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::TWO
.checked_div(Decimal::from(period as u32) + Decimal::ONE)
.unwrap_or(Decimal::ONE);
Ok(Self {
name: name.into(),
period,
prev_close: None,
ema: None,
multiplier: k,
bar_count: 0,
})
}
}
impl Signal for ForceIndex {
fn name(&self) -> &str {
&self.name
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let close = bar.close;
let volume = bar.volume;
if let Some(prev) = self.prev_close {
let raw_fi = (close - prev) * volume;
self.bar_count += 1;
self.ema = Some(match self.ema {
None => raw_fi,
Some(prev_ema) => {
let diff = raw_fi - prev_ema;
prev_ema
+ self
.multiplier
.checked_mul(diff)
.ok_or(FinError::ArithmeticOverflow)?
}
});
}
self.prev_close = Some(close);
if self.bar_count >= self.period {
Ok(SignalValue::Scalar(self.ema.unwrap()))
} else {
Ok(SignalValue::Unavailable)
}
}
fn is_ready(&self) -> bool {
self.bar_count >= self.period
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.prev_close = None;
self.ema = None;
self.bar_count = 0;
}
}
#[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, volume: &str) -> OhlcvBar {
let p = Price::new(close.parse().unwrap()).unwrap();
let v = Quantity::new(volume.parse().unwrap()).unwrap();
OhlcvBar {
symbol: Symbol::new("X").unwrap(),
open: p,
high: p,
low: p,
close: p,
volume: v,
ts_open: NanoTimestamp::new(0),
ts_close: NanoTimestamp::new(1),
tick_count: 1,
}
}
#[test]
fn test_force_index_period_zero_fails() {
assert!(ForceIndex::new("fi", 0).is_err());
}
#[test]
fn test_force_index_unavailable_before_warmup() {
let mut fi = ForceIndex::new("fi2", 2).unwrap();
assert_eq!(fi.update_bar(&bar("100", "1000")).unwrap(), SignalValue::Unavailable);
assert_eq!(fi.update_bar(&bar("101", "1000")).unwrap(), SignalValue::Unavailable);
assert!(!fi.is_ready());
}
#[test]
fn test_force_index_ready_after_warmup() {
let mut fi = ForceIndex::new("fi1", 1).unwrap();
fi.update_bar(&bar("100", "1000")).unwrap();
let v = fi.update_bar(&bar("102", "1000")).unwrap();
assert_eq!(v, SignalValue::Scalar(dec!(2000)));
assert!(fi.is_ready());
}
#[test]
fn test_force_index_negative_on_price_drop() {
let mut fi = ForceIndex::new("fi1", 1).unwrap();
fi.update_bar(&bar("100", "500")).unwrap();
let v = fi.update_bar(&bar("98", "500")).unwrap();
if let SignalValue::Scalar(val) = v {
assert!(val < Decimal::ZERO, "price drop should produce negative force index");
} else {
panic!("expected Scalar");
}
}
#[test]
fn test_force_index_reset_clears_state() {
let mut fi = ForceIndex::new("fi1", 1).unwrap();
fi.update_bar(&bar("100", "1000")).unwrap();
fi.update_bar(&bar("105", "1000")).unwrap();
assert!(fi.is_ready());
fi.reset();
assert!(!fi.is_ready());
assert_eq!(fi.update_bar(&bar("100", "1000")).unwrap(), SignalValue::Unavailable);
}
#[test]
fn test_force_index_zero_volume_gives_zero() {
let mut fi = ForceIndex::new("fi1", 1).unwrap();
fi.update_bar(&bar("100", "1000")).unwrap();
let v = fi.update_bar(&bar("110", "0")).unwrap();
assert_eq!(v, SignalValue::Scalar(Decimal::ZERO));
}
}