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use snarkvm_curves::{AffineCurve, ProjectiveCurve};
use snarkvm_fields::{One, PrimeField, Zero};
use snarkvm_utilities::{cfg_into_iter, BigInteger};
#[cfg(feature = "parallel")]
use rayon::prelude::*;
fn update_buckets<G: AffineCurve>(
base: &G,
mut scalar: <G::ScalarField as PrimeField>::BigInteger,
w_start: usize,
c: usize,
buckets: &mut [G::Projective],
) {
scalar.divn(w_start as u32);
let scalar = scalar.as_ref()[0] % (1 << c);
if scalar != 0 {
buckets[(scalar - 1) as usize].add_assign_mixed(base);
}
}
fn standard_window<G: AffineCurve>(
bases: &[G],
scalars: &[<G::ScalarField as PrimeField>::BigInteger],
w_start: usize,
c: usize,
) -> (G::Projective, usize) {
let mut res = G::Projective::zero();
let fr_one = G::ScalarField::one().to_bigint();
if w_start == 0 {
scalars.iter().zip(bases).filter(|(&s, _)| s == fr_one).for_each(|(_, base)| {
res.add_assign_mixed(base);
});
}
let window_size = if (w_start % c) != 0 { w_start % c } else { c };
let mut buckets = vec![G::Projective::zero(); (1 << window_size) - 1];
scalars
.iter()
.zip(bases)
.filter(|(&s, _)| s > fr_one)
.for_each(|(&scalar, base)| update_buckets(base, scalar, w_start, c, &mut buckets));
for running_sum in buckets.into_iter().rev().scan(G::Projective::zero(), |sum, b| {
*sum += b;
Some(*sum)
}) {
res += running_sum;
}
(res, window_size)
}
pub fn msm<G: AffineCurve>(bases: &[G], scalars: &[<G::ScalarField as PrimeField>::BigInteger]) -> G::Projective {
let c = match scalars.len() < 32 {
true => 1,
false => crate::msm::ln_without_floats(scalars.len()) + 2,
};
let num_bits = <G::ScalarField as PrimeField>::size_in_bits();
let window_sums: Vec<_> =
cfg_into_iter!(0..num_bits).step_by(c).map(|w_start| standard_window(bases, scalars, w_start, c)).collect();
let (lowest, window_sums) = window_sums.split_first().unwrap();
window_sums.iter().rev().fold(G::Projective::zero(), |mut total, (sum_i, window_size)| {
total += sum_i;
for _ in 0..*window_size {
total.double_in_place();
}
total
}) + lowest.0
}