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use pairing::*;
use std::sync::Arc;
use std::io;
use bit_vec::{self, BitVec};
use std::iter;
use futures::{BoxFuture, Future};
use futures_cpupool::CpuPool;
use super::Error;
pub trait SourceBuilder<G: CurveAffine>: Send + Sync + 'static + Clone {
type Source: Source<G>;
fn new(self) -> Self::Source;
}
pub trait Source<G: CurveAffine> {
fn add_assign_mixed(&mut self, to: &mut <G as CurveAffine>::Projective) -> Result<(), Error>;
fn skip(&mut self, amt: usize) -> Result<(), Error>;
}
impl<G: CurveAffine> SourceBuilder<G> for (Arc<Vec<G>>, usize) {
type Source = (Arc<Vec<G>>, usize);
fn new(self) -> (Arc<Vec<G>>, usize) {
(self.0.clone(), self.1)
}
}
impl<G: CurveAffine> Source<G> for (Arc<Vec<G>>, usize) {
fn add_assign_mixed(&mut self, to: &mut <G as CurveAffine>::Projective) -> Result<(), Error> {
if self.0.len() <= self.1 {
return Err(io::Error::new(io::ErrorKind::UnexpectedEof, "expected more bases from source").into());
}
if self.0[self.1].is_zero() {
return Err(Error::UnexpectedIdentity)
}
to.add_assign_mixed(&self.0[self.1]);
self.1 += 1;
Ok(())
}
fn skip(&mut self, amt: usize) -> Result<(), Error> {
if self.0.len() <= self.1 {
return Err(io::Error::new(io::ErrorKind::UnexpectedEof, "expected more bases from source").into());
}
self.1 += amt;
Ok(())
}
}
pub trait QueryDensity {
type Iter: Iterator<Item=bool>;
fn iter(self) -> Self::Iter;
fn get_query_size(self) -> Option<usize>;
}
#[derive(Clone)]
pub struct FullDensity;
impl AsRef<FullDensity> for FullDensity {
fn as_ref(&self) -> &FullDensity {
self
}
}
impl<'a> QueryDensity for &'a FullDensity {
type Iter = iter::Repeat<bool>;
fn iter(self) -> Self::Iter {
iter::repeat(true)
}
fn get_query_size(self) -> Option<usize> {
None
}
}
pub struct DensityTracker {
bv: BitVec,
total_density: usize
}
impl<'a> QueryDensity for &'a DensityTracker {
type Iter = bit_vec::Iter<'a>;
fn iter(self) -> Self::Iter {
self.bv.iter()
}
fn get_query_size(self) -> Option<usize> {
Some(self.bv.len())
}
}
impl DensityTracker {
pub fn new() -> DensityTracker {
DensityTracker {
bv: BitVec::new(),
total_density: 0
}
}
pub fn add_element(&mut self) {
self.bv.push(false);
}
pub fn inc(&mut self, idx: usize) {
if !self.bv.get(idx).unwrap() {
self.bv.set(idx, true);
self.total_density += 1;
}
}
pub fn get_total_density(&self) -> usize {
self.total_density
}
}
fn multiexp_inner<Q, D, G, S>(
pool: &CpuPool,
bases: S,
density_map: D,
exponents: Arc<Vec<<<G::Engine as Engine>::Fr as PrimeField>::Repr>>,
mut skip: u32,
c: u32,
handle_trivial: bool
) -> BoxFuture<<G as CurveAffine>::Projective, Error>
where for<'a> &'a Q: QueryDensity,
D: Send + Sync + 'static + Clone + AsRef<Q>,
G: CurveAffine,
S: SourceBuilder<G>
{
let this = {
let bases = bases.clone();
let exponents = exponents.clone();
let density_map = density_map.clone();
pool.spawn_fn(move || {
let mut acc = G::Projective::zero();
let mut bases = bases.new();
let mut buckets = vec![<G as CurveAffine>::Projective::zero(); (1 << c) - 1];
let zero = <G::Engine as Engine>::Fr::zero().into_repr();
let one = <G::Engine as Engine>::Fr::one().into_repr();
for (&exp, density) in exponents.iter().zip(density_map.as_ref().iter()) {
if density {
if exp == zero {
bases.skip(1)?;
} else if exp == one {
if handle_trivial {
bases.add_assign_mixed(&mut acc)?;
} else {
bases.skip(1)?;
}
} else {
let mut exp = exp;
exp.divn(skip);
let exp = exp.as_ref()[0] % (1 << c);
if exp != 0 {
bases.add_assign_mixed(&mut buckets[(exp - 1) as usize])?;
} else {
bases.skip(1)?;
}
}
}
}
let mut running_sum = G::Projective::zero();
for exp in buckets.into_iter().rev() {
running_sum.add_assign(&exp);
acc.add_assign(&running_sum);
}
Ok(acc)
})
};
skip += c;
if skip >= <G::Engine as Engine>::Fr::num_bits() {
this.boxed()
} else {
this.join(multiexp_inner(pool, bases, density_map, exponents, skip, c, false))
.map(move |(this, mut higher)| {
for _ in 0..c {
higher.double();
}
higher.add_assign(&this);
higher
})
.boxed()
}
}
pub fn multiexp<Q, D, G, S>(
pool: &CpuPool,
bases: S,
density_map: D,
exponents: Arc<Vec<<<G::Engine as Engine>::Fr as PrimeField>::Repr>>,
) -> BoxFuture<<G as CurveAffine>::Projective, Error>
where for<'a> &'a Q: QueryDensity,
D: Send + Sync + 'static + Clone + AsRef<Q>,
G: CurveAffine,
S: SourceBuilder<G>
{
if let Some(query_size) = density_map.as_ref().get_query_size() {
assert!(query_size == exponents.len());
}
multiexp_inner(pool, bases, density_map, exponents, 0, 12, true)
}
#[test]
fn test_with_bls12() {
fn naive_multiexp<G: CurveAffine>(
bases: Arc<Vec<G>>,
exponents: Arc<Vec<<G::Scalar as PrimeField>::Repr>>
) -> G::Projective
{
assert_eq!(bases.len(), exponents.len());
let mut acc = G::Projective::zero();
for (base, exp) in bases.iter().zip(exponents.iter()) {
acc.add_assign(&base.mul(*exp));
}
acc
}
use rand::{self, Rand};
use pairing::bls12_381::Bls12;
const SAMPLES: usize = 1 << 17;
let rng = &mut rand::thread_rng();
let v = Arc::new((0..SAMPLES).map(|_| <Bls12 as Engine>::Fr::rand(rng).into_repr()).collect::<Vec<_>>());
let g = Arc::new((0..SAMPLES).map(|_| <Bls12 as Engine>::G1::rand(rng).into_affine()).collect::<Vec<_>>());
let naive = naive_multiexp(g.clone(), v.clone());
let pool = CpuPool::new_num_cpus();
let fast = multiexp(
&pool,
(g, 0),
FullDensity,
v,
).wait().unwrap();
assert_eq!(naive, fast);
}