use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct Rmi {
name: String,
period: usize,
momentum_period: usize,
close_window: VecDeque<Decimal>,
avg_up: Option<Decimal>,
avg_down: Option<Decimal>,
seed_up: Decimal,
seed_down: Decimal,
seed_count: usize,
}
impl Rmi {
pub fn new(
name: impl Into<String>,
period: usize,
momentum_period: usize,
) -> Result<Self, FinError> {
if period == 0 {
return Err(FinError::InvalidPeriod(period));
}
if momentum_period == 0 {
return Err(FinError::InvalidPeriod(momentum_period));
}
Ok(Self {
name: name.into(),
period,
momentum_period,
close_window: VecDeque::with_capacity(momentum_period + 1),
avg_up: None,
avg_down: None,
seed_up: Decimal::ZERO,
seed_down: Decimal::ZERO,
seed_count: 0,
})
}
}
impl Signal for Rmi {
fn name(&self) -> &str {
&self.name
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let close = bar.close;
self.close_window.push_back(close);
if self.close_window.len() > self.momentum_period + 1 {
self.close_window.pop_front();
}
if self.close_window.len() <= self.momentum_period {
return Ok(SignalValue::Unavailable);
}
let prior = self.close_window[0];
let diff = close - prior;
let up = if diff > Decimal::ZERO { diff } else { Decimal::ZERO };
let down = if diff < Decimal::ZERO { -diff } else { Decimal::ZERO };
if self.avg_up.is_none() {
self.seed_up += up;
self.seed_down += down;
self.seed_count += 1;
if self.seed_count < self.period {
return Ok(SignalValue::Unavailable);
}
#[allow(clippy::cast_possible_truncation)]
let p = Decimal::from(self.period as u32);
let au = self.seed_up / p;
let ad = self.seed_down / p;
self.avg_up = Some(au);
self.avg_down = Some(ad);
if ad.is_zero() {
return Ok(SignalValue::Scalar(Decimal::ONE_HUNDRED));
}
let rs = au / ad;
return Ok(SignalValue::Scalar(
Decimal::ONE_HUNDRED - Decimal::ONE_HUNDRED / (Decimal::ONE + rs),
));
}
#[allow(clippy::cast_possible_truncation)]
let p = Decimal::from(self.period as u32);
let pm1 = p - Decimal::ONE;
let au = (self.avg_up.unwrap() * pm1 + up) / p;
let ad = (self.avg_down.unwrap() * pm1 + down) / p;
self.avg_up = Some(au);
self.avg_down = Some(ad);
if ad.is_zero() {
return Ok(SignalValue::Scalar(Decimal::ONE_HUNDRED));
}
let rs = au / ad;
Ok(SignalValue::Scalar(
Decimal::ONE_HUNDRED - Decimal::ONE_HUNDRED / (Decimal::ONE + rs),
))
}
fn is_ready(&self) -> bool {
self.avg_up.is_some()
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.close_window.clear();
self.avg_up = None;
self.avg_down = None;
self.seed_up = Decimal::ZERO;
self.seed_down = Decimal::ZERO;
self.seed_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(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_rmi_invalid_period() {
assert!(Rmi::new("r", 0, 4).is_err());
assert!(Rmi::new("r", 14, 0).is_err());
}
#[test]
fn test_rmi_unavailable_initially() {
let mut rmi = Rmi::new("r", 3, 2).unwrap();
for _ in 0..4 {
assert_eq!(rmi.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
}
#[test]
fn test_rmi_all_up_equals_100() {
let mut rmi = Rmi::new("r", 3, 1).unwrap();
let mut last = SignalValue::Unavailable;
for i in 1u32..=10 {
last = rmi.update_bar(&bar(&(100 + i).to_string())).unwrap();
}
assert_eq!(last, SignalValue::Scalar(dec!(100)));
}
#[test]
fn test_rmi_all_down_equals_0() {
let mut rmi = Rmi::new("r", 3, 1).unwrap();
let mut last = SignalValue::Unavailable;
for i in 0u32..=10 {
last = rmi.update_bar(&bar(&(110 - i).to_string())).unwrap();
}
assert_eq!(last, SignalValue::Scalar(dec!(0)));
}
#[test]
fn test_rmi_reset() {
let mut rmi = Rmi::new("r", 3, 1).unwrap();
for i in 1u32..=10 {
rmi.update_bar(&bar(&(100 + i).to_string())).unwrap();
}
assert!(rmi.is_ready());
rmi.reset();
assert!(!rmi.is_ready());
}
#[test]
fn test_rmi_in_bounds() {
let mut rmi = Rmi::new("r", 5, 2).unwrap();
let prices = ["100", "102", "101", "103", "102", "104", "103", "105", "101", "106", "102", "107"];
for &c in &prices {
if let SignalValue::Scalar(v) = rmi.update_bar(&bar(c)).unwrap() {
assert!(v >= dec!(0) && v <= dec!(100), "RMI out of bounds: {v}");
}
}
}
}