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extern crate dft;
pub use dft::{Operation, Plan, Transform, c64};
use std::ops::Mul;
macro_rules! add_padding(
($buffer:expr, $value:expr) => ({
let buffer = $buffer;
let capacity = buffer.capacity();
while buffer.len() < capacity {
buffer.push($value);
}
});
);
pub fn forward<T>(data: &[T], m: usize, w: c64, a: c64) -> Vec<c64>
where T: Mul<c64, Output=c64> + Copy
{
const ONE: c64 = c64 { re: 1.0, im: 0.0 };
const ZERO: c64 = c64 { re: 0.0, im: 0.0 };
let n = data.len();
let factor = {
let (modulus, argument) = w.to_polar();
((-(n as isize) + 1)..(if n > m { n } else { m } as isize)).map(|i| {
let power = (i * i) as f64 / 2.0;
c64::from_polar(&modulus.powf(power), &(argument * power))
}).collect::<Vec<_>>()
};
let p = (n + m - 1).next_power_of_two();
let mut buffer1 = Vec::with_capacity(p);
{
let (modulus, argument) = a.to_polar();
for i in 0..n {
let power = -(i as f64);
let a = c64::from_polar(&modulus.powf(power), &(argument * power));
buffer1.push(data[i] * factor[n + i - 1] * a);
}
}
add_padding!(&mut buffer1, ZERO);
let mut buffer2 = Vec::with_capacity(p);
for i in 0..(n + m - 1) {
buffer2.push(ONE / factor[i]);
}
add_padding!(&mut buffer2, ZERO);
let plan = Plan::new(Operation::Forward, p);
buffer1.transform(&plan);
buffer2.transform(&plan);
for i in 0..p {
buffer1[i] = buffer1[i] * buffer2[i];
}
let plan = Plan::new(Operation::Inverse, p);
buffer1.transform(&plan);
((n - 1)..(n + m - 1)).map(|i| buffer1[i] * factor[i]).collect()
}