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use std::collections::VecDeque;
use super::sliding_window::View;
use crate::Echo;
#[derive(Clone)]
pub struct ROC {
view: Box<dyn View>,
window_len: usize,
oldest: f64,
q_vals: VecDeque<f64>,
out: f64,
}
impl ROC {
pub fn new(view: Box<dyn View>, window_len: usize) -> Self {
ROC {
view,
window_len,
oldest: 0.0,
q_vals: VecDeque::new(),
out: 0.0,
}
}
pub fn new_final(window_len: usize) -> Self {
Self::new(Box::new(Echo::new()), window_len)
}
}
impl View for ROC {
fn update(&mut self, val: f64) {
self.view.update(val);
let val = self.view.last();
if self.q_vals.len() == 0 {
self.oldest = val;
}
if self.q_vals.len() >= self.window_len {
let old = self.q_vals.front().unwrap();
self.oldest = *old;
self.q_vals.pop_front();
}
self.q_vals.push_back(val);
let roc = ((val - self.oldest) / self.oldest) * 100.0;
self.out = roc;
}
fn last(&self) -> f64 {
return self.out;
}
}
#[cfg(test)]
mod tests {
extern crate rust_timeseries_generator;
use self::rust_timeseries_generator::gaussian_process::gen;
use self::rust_timeseries_generator::plt;
use super::*;
#[test]
fn graph_roc() {
let vals = gen(1024, 100.0);
let mut r = ROC::new_final(16);
let mut out: Vec<f64> = Vec::new();
for i in 0..vals.len() {
r.update(vals[i]);
out.push(r.last());
}
let filename = "img/roc.png";
plt::plt(out, filename).unwrap();
}
}