use crate::core::Method;
use crate::core::{Error, PeriodType, ValueType};
use crate::helpers::Peekable;
use crate::methods::MeanAbsDev;
#[cfg(feature = "serde")]
use serde::{Deserialize, Serialize};
#[derive(Debug, Clone)]
#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
pub struct CCI(MeanAbsDev);
impl Method for CCI {
type Params = PeriodType;
type Input = ValueType;
type Output = Self::Input;
fn new(length: Self::Params, value: &Self::Input) -> Result<Self, Error> {
match length {
0 => Err(Error::WrongMethodParameters),
length => Ok(Self(MeanAbsDev::new(length, value)?)),
}
}
#[inline]
fn next(&mut self, value: &Self::Input) -> Self::Output {
let mean = self.0.next(value);
let ma = self.0.get_sma().peek();
if mean > 0.0 {
(value - ma) / mean
} else {
0.
}
}
}
#[cfg(test)]
mod tests {
use super::{Method, CCI as TestingMethod};
use crate::core::ValueType;
use crate::helpers::{assert_eq_float, RandomCandles};
#[test]
fn test_cci_const() {
for i in 2..255 {
let input = (i as ValueType + 56.0) / 16.3251;
let mut method = TestingMethod::new(i, &input).unwrap();
let output = method.next(&input);
assert_eq_float(output, 0.0);
}
}
#[test]
fn test_cci1() {
let mut candles = RandomCandles::default();
let mut ma = TestingMethod::new(1, &candles.first().close).unwrap();
candles.take(100).for_each(|x| {
assert_eq_float(0., ma.next(&x.close));
});
}
#[test]
fn test_cci() {
let candles = RandomCandles::default();
let src: Vec<ValueType> = candles.take(300).map(|x| x.close).collect();
(2..255).for_each(|length| {
let mut method = TestingMethod::new(length, &src[0]).unwrap();
src.iter().enumerate().for_each(|(i, x)| {
let mut sum = 0.0;
for j in 0..length {
sum += src[i.saturating_sub(j as usize)];
}
let ma = sum / length as ValueType;
let mut dev_sum = 0.0;
for j in 0..length {
dev_sum += (src[i.saturating_sub(j as usize)] - ma).abs();
}
let mean_dev = dev_sum / length as ValueType;
let q = if mean_dev == 0.0 {
0.0
} else {
(x - ma) / mean_dev
};
let value = method.next(x);
assert_eq_float(q, value);
});
});
}
}