use crate::error::FinError;
use crate::signals::{BarInput, Signal, SignalValue};
use rust_decimal::Decimal;
use std::collections::VecDeque;
pub struct Vidya {
name: String,
period: usize,
k: Decimal,
prev_close: Option<Decimal>,
changes: VecDeque<Decimal>,
vidya: Option<Decimal>,
}
impl Vidya {
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 / Decimal::from((period + 1) as u32);
Ok(Self {
name: name.into(),
period,
k,
prev_close: None,
changes: VecDeque::with_capacity(period),
vidya: None,
})
}
}
impl Signal for Vidya {
fn name(&self) -> &str {
&self.name
}
fn update(&mut self, bar: &BarInput) -> Result<SignalValue, FinError> {
let Some(pc) = self.prev_close else {
self.prev_close = Some(bar.close);
return Ok(SignalValue::Unavailable);
};
let change = bar.close - pc;
self.prev_close = Some(bar.close);
self.changes.push_back(change);
if self.changes.len() > self.period {
self.changes.pop_front();
}
if self.changes.len() < self.period {
return Ok(SignalValue::Unavailable);
}
let up_sum: Decimal = self.changes.iter().filter(|&&d| d > Decimal::ZERO).sum();
let down_sum: Decimal = self.changes.iter().filter(|&&d| d < Decimal::ZERO).map(|d| d.abs()).sum();
let denom = up_sum + down_sum;
let cmo_abs = if denom == Decimal::ZERO {
Decimal::ZERO
} else {
((up_sum - down_sum) / denom).abs()
};
let alpha = self.k * cmo_abs;
let prev_vidya = self.vidya.unwrap_or(bar.close);
let new_vidya = bar.close * alpha + prev_vidya * (Decimal::ONE - alpha);
self.vidya = Some(new_vidya);
Ok(SignalValue::Scalar(new_vidya))
}
fn is_ready(&self) -> bool {
self.vidya.is_some()
}
fn period(&self) -> usize {
self.period
}
fn reset(&mut self) {
self.prev_close = None;
self.changes.clear();
self.vidya = 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_vidya_period_0_error() {
assert!(Vidya::new("v", 0).is_err());
}
#[test]
fn test_vidya_unavailable_before_period() {
let mut v = Vidya::new("v3", 3).unwrap();
for _ in 0..3 {
assert_eq!(v.update_bar(&bar("100")).unwrap(), SignalValue::Unavailable);
}
assert!(v.update_bar(&bar("100")).unwrap().is_scalar());
}
#[test]
fn test_vidya_flat_market_tracks_price() {
let mut v = Vidya::new("v3", 3).unwrap();
for _ in 0..10 { v.update_bar(&bar("100")).unwrap(); }
match v.update_bar(&bar("100")).unwrap() {
SignalValue::Scalar(val) => assert!(val >= dec!(99) && val <= dec!(101)),
_ => panic!("expected scalar"),
}
}
#[test]
fn test_vidya_reset() {
let mut v = Vidya::new("v3", 3).unwrap();
for _ in 0..10 { v.update_bar(&bar("100")).unwrap(); }
assert!(v.is_ready());
v.reset();
assert!(!v.is_ready());
}
}