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use super::addition::{__add2, add2};
use super::subtraction::sub2;
#[cfg(not(u64_digit))]
use super::u32_from_u128;
use super::{biguint_from_vec, cmp_slice, BigUint, IntDigits};
use crate::big_digit::{self, BigDigit, DoubleBigDigit};
use crate::Sign::{self, Minus, NoSign, Plus};
use crate::{BigInt, UsizePromotion};
use core::cmp::Ordering;
use core::iter::Product;
use core::ops::{Mul, MulAssign};
use num_traits::{CheckedMul, FromPrimitive, One, Zero};
#[inline]
pub(super) fn mac_with_carry(
a: BigDigit,
b: BigDigit,
c: BigDigit,
acc: &mut DoubleBigDigit,
) -> BigDigit {
*acc += DoubleBigDigit::from(a);
*acc += DoubleBigDigit::from(b) * DoubleBigDigit::from(c);
let lo = *acc as BigDigit;
*acc >>= big_digit::BITS;
lo
}
#[inline]
fn mul_with_carry(a: BigDigit, b: BigDigit, acc: &mut DoubleBigDigit) -> BigDigit {
*acc += DoubleBigDigit::from(a) * DoubleBigDigit::from(b);
let lo = *acc as BigDigit;
*acc >>= big_digit::BITS;
lo
}
/// Three argument multiply accumulate:
/// acc += b * c
fn mac_digit(acc: &mut [BigDigit], b: &[BigDigit], c: BigDigit) {
if c == 0 {
return;
}
let mut carry = 0;
let (a_lo, a_hi) = acc.split_at_mut(b.len());
for (a, &b) in a_lo.iter_mut().zip(b) {
*a = mac_with_carry(*a, b, c, &mut carry);
}
let (carry_hi, carry_lo) = big_digit::from_doublebigdigit(carry);
let final_carry = if carry_hi == 0 {
__add2(a_hi, &[carry_lo])
} else {
__add2(a_hi, &[carry_hi, carry_lo])
};
assert_eq!(final_carry, 0, "carry overflow during multiplication!");
}
fn bigint_from_slice(slice: &[BigDigit]) -> BigInt {
BigInt::from(biguint_from_vec(slice.to_vec()))
}
/// Three argument multiply accumulate:
/// acc += b * c
#[allow(clippy::many_single_char_names)]
fn mac3(mut acc: &mut [BigDigit], mut b: &[BigDigit], mut c: &[BigDigit]) {
// Least-significant zeros have no effect on the output.
if let Some(&0) = b.first() {
if let Some(nz) = b.iter().position(|&d| d != 0) {
b = &b[nz..];
acc = &mut acc[nz..];
} else {
return;
}
}
if let Some(&0) = c.first() {
if let Some(nz) = c.iter().position(|&d| d != 0) {
c = &c[nz..];
acc = &mut acc[nz..];
} else {
return;
}
}
let acc = acc;
let (x, y) = if b.len() < c.len() { (b, c) } else { (c, b) };
// We use three algorithms for different input sizes.
//
// - For small inputs, long multiplication is fastest.
// - Next we use Karatsuba multiplication (Toom-2), which we have optimized
// to avoid unnecessary allocations for intermediate values.
// - For the largest inputs we use Toom-3, which better optimizes the
// number of operations, but uses more temporary allocations.
//
// The thresholds are somewhat arbitrary, chosen by evaluating the results
// of `cargo bench --bench bigint multiply`.
if x.len() <= 32 {
// Long multiplication:
for (i, xi) in x.iter().enumerate() {
mac_digit(&mut acc[i..], y, *xi);
}
} else if x.len() <= 256 {
// Karatsuba multiplication:
//
// The idea is that we break x and y up into two smaller numbers that each have about half
// as many digits, like so (note that multiplying by b is just a shift):
//
// x = x0 + x1 * b
// y = y0 + y1 * b
//
// With some algebra, we can compute x * y with three smaller products, where the inputs to
// each of the smaller products have only about half as many digits as x and y:
//
// x * y = (x0 + x1 * b) * (y0 + y1 * b)
//
// x * y = x0 * y0
// + x0 * y1 * b
// + x1 * y0 * b
// + x1 * y1 * b^2
//
// Let p0 = x0 * y0 and p2 = x1 * y1:
//
// x * y = p0
// + (x0 * y1 + x1 * y0) * b
// + p2 * b^2
//
// The real trick is that middle term:
//
// x0 * y1 + x1 * y0
//
// = x0 * y1 + x1 * y0 - p0 + p0 - p2 + p2
//
// = x0 * y1 + x1 * y0 - x0 * y0 - x1 * y1 + p0 + p2
//
// Now we complete the square:
//
// = -(x0 * y0 - x0 * y1 - x1 * y0 + x1 * y1) + p0 + p2
//
// = -((x1 - x0) * (y1 - y0)) + p0 + p2
//
// Let p1 = (x1 - x0) * (y1 - y0), and substitute back into our original formula:
//
// x * y = p0
// + (p0 + p2 - p1) * b
// + p2 * b^2
//
// Where the three intermediate products are:
//
// p0 = x0 * y0
// p1 = (x1 - x0) * (y1 - y0)
// p2 = x1 * y1
//
// In doing the computation, we take great care to avoid unnecessary temporary variables
// (since creating a BigUint requires a heap allocation): thus, we rearrange the formula a
// bit so we can use the same temporary variable for all the intermediate products:
//
// x * y = p2 * b^2 + p2 * b
// + p0 * b + p0
// - p1 * b
//
// The other trick we use is instead of doing explicit shifts, we slice acc at the
// appropriate offset when doing the add.
// When x is smaller than y, it's significantly faster to pick b such that x is split in
// half, not y:
let b = x.len() / 2;
let (x0, x1) = x.split_at(b);
let (y0, y1) = y.split_at(b);
// We reuse the same BigUint for all the intermediate multiplies and have to size p
// appropriately here: x1.len() >= x0.len and y1.len() >= y0.len():
let len = x1.len() + y1.len() + 1;
let mut p = BigUint { data: vec![0; len] };
// p2 = x1 * y1
mac3(&mut p.data, x1, y1);
// Not required, but the adds go faster if we drop any unneeded 0s from the end:
p.normalize();
add2(&mut acc[b..], &p.data);
add2(&mut acc[b * 2..], &p.data);
// Zero out p before the next multiply:
p.data.truncate(0);
p.data.resize(len, 0);
// p0 = x0 * y0
mac3(&mut p.data, x0, y0);
p.normalize();
add2(acc, &p.data);
add2(&mut acc[b..], &p.data);
// p1 = (x1 - x0) * (y1 - y0)
// We do this one last, since it may be negative and acc can't ever be negative:
let (j0_sign, j0) = sub_sign(x1, x0);
let (j1_sign, j1) = sub_sign(y1, y0);
match j0_sign * j1_sign {
Plus => {
p.data.truncate(0);
p.data.resize(len, 0);
mac3(&mut p.data, &j0.data, &j1.data);
p.normalize();
sub2(&mut acc[b..], &p.data);
}
Minus => {
mac3(&mut acc[b..], &j0.data, &j1.data);
}
NoSign => (),
}
} else {
// Toom-3 multiplication:
//
// Toom-3 is like Karatsuba above, but dividing the inputs into three parts.
// Both are instances of Toom-Cook, using `k=3` and `k=2` respectively.
//
// The general idea is to treat the large integers digits as
// polynomials of a certain degree and determine the coefficients/digits
// of the product of the two via interpolation of the polynomial product.
let i = y.len() / 3 + 1;
let x0_len = Ord::min(x.len(), i);
let x1_len = Ord::min(x.len() - x0_len, i);
let y0_len = i;
let y1_len = Ord::min(y.len() - y0_len, i);
// Break x and y into three parts, representating an order two polynomial.
// t is chosen to be the size of a digit so we can use faster shifts
// in place of multiplications.
//
// x(t) = x2*t^2 + x1*t + x0
let x0 = bigint_from_slice(&x[..x0_len]);
let x1 = bigint_from_slice(&x[x0_len..x0_len + x1_len]);
let x2 = bigint_from_slice(&x[x0_len + x1_len..]);
// y(t) = y2*t^2 + y1*t + y0
let y0 = bigint_from_slice(&y[..y0_len]);
let y1 = bigint_from_slice(&y[y0_len..y0_len + y1_len]);
let y2 = bigint_from_slice(&y[y0_len + y1_len..]);
// Let w(t) = x(t) * y(t)
//
// This gives us the following order-4 polynomial.
//
// w(t) = w4*t^4 + w3*t^3 + w2*t^2 + w1*t + w0
//
// We need to find the coefficients w4, w3, w2, w1 and w0. Instead
// of simply multiplying the x and y in total, we can evaluate w
// at 5 points. An n-degree polynomial is uniquely identified by (n + 1)
// points.
//
// It is arbitrary as to what points we evaluate w at but we use the
// following.
//
// w(t) at t = 0, 1, -1, -2 and inf
//
// The values for w(t) in terms of x(t)*y(t) at these points are:
//
// let a = w(0) = x0 * y0
// let b = w(1) = (x2 + x1 + x0) * (y2 + y1 + y0)
// let c = w(-1) = (x2 - x1 + x0) * (y2 - y1 + y0)
// let d = w(-2) = (4*x2 - 2*x1 + x0) * (4*y2 - 2*y1 + y0)
// let e = w(inf) = x2 * y2 as t -> inf
// x0 + x2, avoiding temporaries
let p = &x0 + &x2;
// y0 + y2, avoiding temporaries
let q = &y0 + &y2;
// x2 - x1 + x0, avoiding temporaries
let p2 = &p - &x1;
// y2 - y1 + y0, avoiding temporaries
let q2 = &q - &y1;
// w(0)
let r0 = &x0 * &y0;
// w(inf)
let r4 = &x2 * &y2;
// w(1)
let r1 = (p + x1) * (q + y1);
// w(-1)
let r2 = &p2 * &q2;
// w(-2)
let r3 = ((p2 + x2) * 2 - x0) * ((q2 + y2) * 2 - y0);
// Evaluating these points gives us the following system of linear equations.
//
// 0 0 0 0 1 | a
// 1 1 1 1 1 | b
// 1 -1 1 -1 1 | c
// 16 -8 4 -2 1 | d
// 1 0 0 0 0 | e
//
// The solved equation (after gaussian elimination or similar)
// in terms of its coefficients:
//
// w0 = w(0)
// w1 = w(0)/2 + w(1)/3 - w(-1) + w(2)/6 - 2*w(inf)
// w2 = -w(0) + w(1)/2 + w(-1)/2 - w(inf)
// w3 = -w(0)/2 + w(1)/6 + w(-1)/2 - w(1)/6
// w4 = w(inf)
//
// This particular sequence is given by Bodrato and is an interpolation
// of the above equations.
let mut comp3: BigInt = (r3 - &r1) / 3u32;
let mut comp1: BigInt = (r1 - &r2) >> 1;
let mut comp2: BigInt = r2 - &r0;
comp3 = ((&comp2 - comp3) >> 1) + (&r4 << 1);
comp2 += &comp1 - &r4;
comp1 -= &comp3;
// Recomposition. The coefficients of the polynomial are now known.
//
// Evaluate at w(t) where t is our given base to get the result.
//
// let bits = u64::from(big_digit::BITS) * i as u64;
// let result = r0
// + (comp1 << bits)
// + (comp2 << (2 * bits))
// + (comp3 << (3 * bits))
// + (r4 << (4 * bits));
// let result_pos = result.to_biguint().unwrap();
// add2(&mut acc[..], &result_pos.data);
//
// But with less intermediate copying:
for (j, result) in [&r0, &comp1, &comp2, &comp3, &r4].iter().enumerate().rev() {
match result.sign() {
Plus => add2(&mut acc[i * j..], result.digits()),
Minus => sub2(&mut acc[i * j..], result.digits()),
NoSign => {}
}
}
}
}
fn mul3(x: &[BigDigit], y: &[BigDigit]) -> BigUint {
let len = x.len() + y.len() + 1;
let mut prod = BigUint { data: vec![0; len] };
mac3(&mut prod.data, x, y);
prod.normalized()
}
fn scalar_mul(a: &mut BigUint, b: BigDigit) {
match b {
0 => a.set_zero(),
1 => {}
_ => {
if b.is_power_of_two() {
*a <<= b.trailing_zeros();
} else {
let mut carry = 0;
for a in a.data.iter_mut() {
*a = mul_with_carry(*a, b, &mut carry);
}
if carry != 0 {
a.data.push(carry as BigDigit);
}
}
}
}
}
fn sub_sign(mut a: &[BigDigit], mut b: &[BigDigit]) -> (Sign, BigUint) {
// Normalize:
if let Some(&0) = a.last() {
a = &a[..a.iter().rposition(|&x| x != 0).map_or(0, |i| i + 1)];
}
if let Some(&0) = b.last() {
b = &b[..b.iter().rposition(|&x| x != 0).map_or(0, |i| i + 1)];
}
match cmp_slice(a, b) {
Ordering::Greater => {
let mut a = a.to_vec();
sub2(&mut a, b);
(Plus, biguint_from_vec(a))
}
Ordering::Less => {
let mut b = b.to_vec();
sub2(&mut b, a);
(Minus, biguint_from_vec(b))
}
Ordering::Equal => (NoSign, Zero::zero()),
}
}
macro_rules! impl_mul {
($(impl Mul<$Other:ty> for $Self:ty;)*) => {$(
impl Mul<$Other> for $Self {
type Output = BigUint;
#[inline]
fn mul(self, other: $Other) -> BigUint {
match (&*self.data, &*other.data) {
// multiply by zero
(&[], _) | (_, &[]) => BigUint::zero(),
// multiply by a scalar
(_, &[digit]) => self * digit,
(&[digit], _) => other * digit,
// full multiplication
(x, y) => mul3(x, y),
}
}
}
)*}
}
impl_mul! {
impl Mul<BigUint> for BigUint;
impl Mul<BigUint> for &BigUint;
impl Mul<&BigUint> for BigUint;
impl Mul<&BigUint> for &BigUint;
}
macro_rules! impl_mul_assign {
($(impl MulAssign<$Other:ty> for BigUint;)*) => {$(
impl MulAssign<$Other> for BigUint {
#[inline]
fn mul_assign(&mut self, other: $Other) {
match (&*self.data, &*other.data) {
// multiply by zero
(&[], _) => {},
(_, &[]) => self.set_zero(),
// multiply by a scalar
(_, &[digit]) => *self *= digit,
(&[digit], _) => *self = other * digit,
// full multiplication
(x, y) => *self = mul3(x, y),
}
}
}
)*}
}
impl_mul_assign! {
impl MulAssign<BigUint> for BigUint;
impl MulAssign<&BigUint> for BigUint;
}
promote_unsigned_scalars!(impl Mul for BigUint, mul);
promote_unsigned_scalars_assign!(impl MulAssign for BigUint, mul_assign);
forward_all_scalar_binop_to_val_val_commutative!(impl Mul<u32> for BigUint, mul);
forward_all_scalar_binop_to_val_val_commutative!(impl Mul<u64> for BigUint, mul);
forward_all_scalar_binop_to_val_val_commutative!(impl Mul<u128> for BigUint, mul);
impl Mul<u32> for BigUint {
type Output = BigUint;
#[inline]
fn mul(mut self, other: u32) -> BigUint {
self *= other;
self
}
}
impl MulAssign<u32> for BigUint {
#[inline]
fn mul_assign(&mut self, other: u32) {
scalar_mul(self, other as BigDigit);
}
}
impl Mul<u64> for BigUint {
type Output = BigUint;
#[inline]
fn mul(mut self, other: u64) -> BigUint {
self *= other;
self
}
}
impl MulAssign<u64> for BigUint {
#[cfg(not(u64_digit))]
#[inline]
fn mul_assign(&mut self, other: u64) {
if let Some(other) = BigDigit::from_u64(other) {
scalar_mul(self, other);
} else {
let (hi, lo) = big_digit::from_doublebigdigit(other);
*self = mul3(&self.data, &[lo, hi]);
}
}
#[cfg(u64_digit)]
#[inline]
fn mul_assign(&mut self, other: u64) {
scalar_mul(self, other);
}
}
impl Mul<u128> for BigUint {
type Output = BigUint;
#[inline]
fn mul(mut self, other: u128) -> BigUint {
self *= other;
self
}
}
impl MulAssign<u128> for BigUint {
#[cfg(not(u64_digit))]
#[inline]
fn mul_assign(&mut self, other: u128) {
if let Some(other) = BigDigit::from_u128(other) {
scalar_mul(self, other);
} else {
*self = match u32_from_u128(other) {
(0, 0, c, d) => mul3(&self.data, &[d, c]),
(0, b, c, d) => mul3(&self.data, &[d, c, b]),
(a, b, c, d) => mul3(&self.data, &[d, c, b, a]),
};
}
}
#[cfg(u64_digit)]
#[inline]
fn mul_assign(&mut self, other: u128) {
if let Some(other) = BigDigit::from_u128(other) {
scalar_mul(self, other);
} else {
let (hi, lo) = big_digit::from_doublebigdigit(other);
*self = mul3(&self.data, &[lo, hi]);
}
}
}
impl CheckedMul for BigUint {
#[inline]
fn checked_mul(&self, v: &BigUint) -> Option<BigUint> {
Some(self.mul(v))
}
}
impl_product_iter_type!(BigUint);
#[test]
fn test_sub_sign() {
use crate::BigInt;
use num_traits::Num;
fn sub_sign_i(a: &[BigDigit], b: &[BigDigit]) -> BigInt {
let (sign, val) = sub_sign(a, b);
BigInt::from_biguint(sign, val)
}
let a = BigUint::from_str_radix("265252859812191058636308480000000", 10).unwrap();
let b = BigUint::from_str_radix("26525285981219105863630848000000", 10).unwrap();
let a_i = BigInt::from(a.clone());
let b_i = BigInt::from(b.clone());
assert_eq!(sub_sign_i(&a.data, &b.data), &a_i - &b_i);
assert_eq!(sub_sign_i(&b.data, &a.data), &b_i - &a_i);
}