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use std::ops::Sub;
use num_traits::Zero;
use signalo_traits::filter::Filter;
use traits::{InitialState, Resettable, Stateful, StatefulUnsafe};
#[derive(Clone, Debug)]
pub struct State<T> {
pub value: Option<T>,
}
#[derive(Clone, Debug)]
pub struct Differentiate<T> {
state: State<T>,
}
impl<T> Default for Differentiate<T>
where
T: Default,
{
fn default() -> Self {
let state = Self::initial_state(());
Self { state }
}
}
impl<T> Stateful for Differentiate<T> {
type State = State<T>;
}
unsafe impl<T> StatefulUnsafe for Differentiate<T> {
unsafe fn state(&self) -> &Self::State {
&self.state
}
unsafe fn state_mut(&mut self) -> &mut Self::State {
&mut self.state
}
}
impl<T> InitialState<()> for Differentiate<T> {
fn initial_state(_: ()) -> Self::State {
let value = None;
State { value }
}
}
impl<T> Resettable for Differentiate<T> {
fn reset(&mut self) {
self.state = Self::initial_state(());
}
}
impl<T> Filter<T> for Differentiate<T>
where
T: Copy + Sub<T, Output = T> + Zero,
{
type Output = <T as Sub<T>>::Output;
fn filter(&mut self, input: T) -> Self::Output {
let output = match self.state.value {
None => T::zero(),
Some(state) => input - state,
};
self.state.value = Some(input);
output
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test() {
let filter = Differentiate::default();
let input = vec![
0.0, 1.0, 7.0, 2.0, 5.0, 8.0, 16.0, 3.0, 19.0, 6.0, 14.0, 9.0, 9.0, 17.0, 17.0, 4.0,
12.0, 20.0, 20.0, 7.0,
];
let output: Vec<_> = input
.iter()
.scan(filter, |filter, &input| Some(filter.filter(input)))
.collect();
assert_nearly_eq!(
output,
vec![
0.0, 1.0, 6.0, -5.0, 3.0, 3.0, 8.0, -13.0, 16.0, -13.0, 8.0, -5.0, 0.0, 8.0, 0.0,
-13.0, 8.0, 8.0, 0.0, -13.0
]
);
}
}