#![cfg_attr(not(feature = "std"), no_std)]
#[macro_export]
macro_rules! assert_eq_error_rate {
($x:expr, $y:expr, $error:expr $(,)?) => {
assert!(
($x) >= (($y) - ($error)) && ($x) <= (($y) + ($error)),
"{:?} != {:?} (with error rate {:?})",
$x,
$y,
$error,
);
};
}
pub mod biguint;
pub mod fixed_point;
pub mod helpers_128bit;
pub mod per_things;
pub mod rational;
pub mod traits;
pub use fixed_point::{
FixedI128, FixedI64, FixedPointNumber, FixedPointOperand, FixedU128, FixedU64,
};
pub use per_things::{
InnerOf, MultiplyArg, PerThing, PerU16, Perbill, Percent, Permill, Perquintill, RationalArg,
ReciprocalArg, Rounding, SignedRounding, UpperOf,
};
pub use rational::{MultiplyRational, Rational128, RationalInfinite};
use sp_std::{cmp::Ordering, fmt::Debug, prelude::*};
use traits::{BaseArithmetic, One, SaturatedConversion, Unsigned, Zero};
use codec::{Decode, Encode, MaxEncodedLen};
use scale_info::TypeInfo;
#[cfg(feature = "serde")]
use serde::{Deserialize, Serialize};
#[derive(Eq, PartialEq, Clone, Copy, Encode, Decode, Debug, TypeInfo, MaxEncodedLen)]
#[cfg_attr(feature = "serde", derive(Serialize, Deserialize))]
pub enum ArithmeticError {
Underflow,
Overflow,
DivisionByZero,
}
impl From<ArithmeticError> for &'static str {
fn from(e: ArithmeticError) -> &'static str {
match e {
ArithmeticError::Underflow => "An underflow would occur",
ArithmeticError::Overflow => "An overflow would occur",
ArithmeticError::DivisionByZero => "Division by zero",
}
}
}
pub trait ThresholdOrd<T> {
fn tcmp(&self, other: &T, threshold: T) -> Ordering;
}
impl<T> ThresholdOrd<T> for T
where
T: Ord + PartialOrd + Copy + Clone + traits::Zero + traits::Saturating,
{
fn tcmp(&self, other: &T, threshold: T) -> Ordering {
if threshold.is_zero() {
return self.cmp(other)
}
let upper_bound = other.saturating_add(threshold);
let lower_bound = other.saturating_sub(threshold);
if upper_bound <= lower_bound {
self.cmp(other)
} else {
match (self.cmp(&lower_bound), self.cmp(&upper_bound)) {
(Ordering::Greater, Ordering::Greater) => Ordering::Greater,
(Ordering::Less, Ordering::Less) => Ordering::Less,
_ => Ordering::Equal,
}
}
}
}
pub trait Normalizable<T> {
fn normalize(&self, targeted_sum: T) -> Result<Vec<T>, &'static str>;
}
macro_rules! impl_normalize_for_numeric {
($($numeric:ty),*) => {
$(
impl Normalizable<$numeric> for Vec<$numeric> {
fn normalize(&self, targeted_sum: $numeric) -> Result<Vec<$numeric>, &'static str> {
normalize(self.as_ref(), targeted_sum)
}
}
)*
};
}
impl_normalize_for_numeric!(u8, u16, u32, u64, u128);
impl<P: PerThing> Normalizable<P> for Vec<P> {
fn normalize(&self, targeted_sum: P) -> Result<Vec<P>, &'static str> {
let uppers = self.iter().map(|p| <UpperOf<P>>::from(p.deconstruct())).collect::<Vec<_>>();
let normalized =
normalize(uppers.as_ref(), <UpperOf<P>>::from(targeted_sum.deconstruct()))?;
Ok(normalized
.into_iter()
.map(|i: UpperOf<P>| P::from_parts(i.saturated_into::<P::Inner>()))
.collect())
}
}
pub fn normalize<T>(input: &[T], targeted_sum: T) -> Result<Vec<T>, &'static str>
where
T: Clone + Copy + Ord + BaseArithmetic + Unsigned + Debug,
{
let mut sum = T::zero();
for t in input.iter() {
sum = sum.checked_add(t).ok_or("sum of input cannot fit in `T`")?;
}
let count = input.len();
let count_t: T = count.try_into().map_err(|_| "length of `inputs` cannot fit in `T`")?;
if count.is_zero() {
return Ok(Vec::<T>::new())
}
let diff = targeted_sum.max(sum) - targeted_sum.min(sum);
if diff.is_zero() {
return Ok(input.to_vec())
}
let needs_bump = targeted_sum > sum;
let per_round = diff / count_t;
let mut leftover = diff % count_t;
let mut output_with_idx = input.iter().cloned().enumerate().collect::<Vec<(usize, T)>>();
output_with_idx.sort_by_key(|x| x.1);
if needs_bump {
let mut min_index = 0;
let threshold = targeted_sum / count_t;
if !per_round.is_zero() {
for _ in 0..count {
output_with_idx[min_index].1 = output_with_idx[min_index]
.1
.checked_add(&per_round)
.expect("Proof provided in the module doc; qed.");
if output_with_idx[min_index].1 >= threshold {
min_index += 1;
min_index %= count;
}
}
}
while !leftover.is_zero() {
output_with_idx[min_index].1 = output_with_idx[min_index]
.1
.checked_add(&T::one())
.expect("Proof provided in the module doc; qed.");
if output_with_idx[min_index].1 >= threshold {
min_index += 1;
min_index %= count;
}
leftover -= One::one()
}
} else {
let mut max_index = count - 1;
let threshold = output_with_idx
.first()
.expect("length of input is greater than zero; it must have a first; qed")
.1;
if !per_round.is_zero() {
for _ in 0..count {
output_with_idx[max_index].1 =
output_with_idx[max_index].1.checked_sub(&per_round).unwrap_or_else(|| {
let remainder = per_round - output_with_idx[max_index].1;
leftover += remainder;
output_with_idx[max_index].1.saturating_sub(per_round)
});
if output_with_idx[max_index].1 <= threshold {
max_index = max_index.checked_sub(1).unwrap_or(count - 1);
}
}
}
while !leftover.is_zero() {
if let Some(next) = output_with_idx[max_index].1.checked_sub(&One::one()) {
output_with_idx[max_index].1 = next;
if output_with_idx[max_index].1 <= threshold {
max_index = max_index.checked_sub(1).unwrap_or(count - 1);
}
leftover -= One::one()
} else {
max_index = max_index.checked_sub(1).unwrap_or(count - 1);
}
}
}
debug_assert_eq!(
output_with_idx.iter().fold(T::zero(), |acc, (_, x)| acc + *x),
targeted_sum,
"sum({:?}) != {:?}",
output_with_idx,
targeted_sum,
);
output_with_idx.sort_by_key(|x| x.0);
Ok(output_with_idx.into_iter().map(|(_, t)| t).collect())
}
#[cfg(test)]
mod normalize_tests {
use super::*;
#[test]
fn work_for_all_types() {
macro_rules! test_for {
($type:ty) => {
assert_eq!(
normalize(vec![8 as $type, 9, 7, 10].as_ref(), 40).unwrap(),
vec![10, 10, 10, 10],
);
};
}
test_for!(u128);
test_for!(u64);
test_for!(u32);
test_for!(u16);
test_for!(u8);
}
#[test]
fn fails_on_if_input_sum_large() {
assert!(normalize(vec![1u8; 255].as_ref(), 10).is_ok());
assert_eq!(normalize(vec![1u8; 256].as_ref(), 10), Err("sum of input cannot fit in `T`"));
}
#[test]
fn does_not_fail_on_subtraction_overflow() {
assert_eq!(normalize(vec![1u8, 100, 100].as_ref(), 10).unwrap(), vec![1, 9, 0]);
assert_eq!(normalize(vec![1u8, 8, 9].as_ref(), 1).unwrap(), vec![0, 1, 0]);
}
#[test]
fn works_for_vec() {
assert_eq!(vec![8u32, 9, 7, 10].normalize(40).unwrap(), vec![10u32, 10, 10, 10]);
}
#[test]
fn works_for_per_thing() {
assert_eq!(
vec![Perbill::from_percent(33), Perbill::from_percent(33), Perbill::from_percent(33)]
.normalize(Perbill::one())
.unwrap(),
vec![
Perbill::from_parts(333333334),
Perbill::from_parts(333333333),
Perbill::from_parts(333333333),
]
);
assert_eq!(
vec![Perbill::from_percent(20), Perbill::from_percent(15), Perbill::from_percent(30)]
.normalize(Perbill::one())
.unwrap(),
vec![
Perbill::from_parts(316666668),
Perbill::from_parts(383333332),
Perbill::from_parts(300000000),
]
);
}
#[test]
fn can_work_for_peru16() {
assert_eq!(
vec![PerU16::from_percent(40), PerU16::from_percent(40), PerU16::from_percent(40),]
.normalize(PerU16::one())
.unwrap(),
vec![
PerU16::from_parts(21845), PerU16::from_parts(21845), PerU16::from_parts(21845), ]
);
}
#[test]
fn normalize_works_all_le() {
assert_eq!(normalize(vec![8u32, 9, 7, 10].as_ref(), 40).unwrap(), vec![10, 10, 10, 10]);
assert_eq!(normalize(vec![7u32, 7, 7, 7].as_ref(), 40).unwrap(), vec![10, 10, 10, 10]);
assert_eq!(normalize(vec![7u32, 7, 7, 10].as_ref(), 40).unwrap(), vec![11, 11, 8, 10]);
assert_eq!(normalize(vec![7u32, 8, 7, 10].as_ref(), 40).unwrap(), vec![11, 8, 11, 10]);
assert_eq!(normalize(vec![7u32, 7, 8, 10].as_ref(), 40).unwrap(), vec![11, 11, 8, 10]);
}
#[test]
fn normalize_works_some_ge() {
assert_eq!(normalize(vec![8u32, 11, 9, 10].as_ref(), 40).unwrap(), vec![10, 11, 9, 10]);
}
#[test]
fn always_inc_min() {
assert_eq!(normalize(vec![10u32, 7, 10, 10].as_ref(), 40).unwrap(), vec![10, 10, 10, 10]);
assert_eq!(normalize(vec![10u32, 10, 7, 10].as_ref(), 40).unwrap(), vec![10, 10, 10, 10]);
assert_eq!(normalize(vec![10u32, 10, 10, 7].as_ref(), 40).unwrap(), vec![10, 10, 10, 10]);
}
#[test]
fn normalize_works_all_ge() {
assert_eq!(normalize(vec![12u32, 11, 13, 10].as_ref(), 40).unwrap(), vec![10, 10, 10, 10]);
assert_eq!(normalize(vec![13u32, 13, 13, 13].as_ref(), 40).unwrap(), vec![10, 10, 10, 10]);
assert_eq!(normalize(vec![13u32, 13, 13, 10].as_ref(), 40).unwrap(), vec![12, 9, 9, 10]);
assert_eq!(normalize(vec![13u32, 12, 13, 10].as_ref(), 40).unwrap(), vec![9, 12, 9, 10]);
assert_eq!(normalize(vec![13u32, 13, 12, 10].as_ref(), 40).unwrap(), vec![9, 9, 12, 10]);
}
}
#[cfg(test)]
mod threshold_compare_tests {
use super::*;
use crate::traits::Saturating;
use sp_std::cmp::Ordering;
#[test]
fn epsilon_ord_works() {
let b = 115u32;
let e = Perbill::from_percent(10).mul_ceil(b);
assert_eq!(103u32.tcmp(&b, e), Ordering::Equal);
assert_eq!(104u32.tcmp(&b, e), Ordering::Equal);
assert_eq!(115u32.tcmp(&b, e), Ordering::Equal);
assert_eq!(120u32.tcmp(&b, e), Ordering::Equal);
assert_eq!(126u32.tcmp(&b, e), Ordering::Equal);
assert_eq!(127u32.tcmp(&b, e), Ordering::Equal);
assert_eq!(128u32.tcmp(&b, e), Ordering::Greater);
assert_eq!(102u32.tcmp(&b, e), Ordering::Less);
}
#[test]
fn epsilon_ord_works_with_small_epc() {
let b = 115u32;
let e = Perbill::from_parts(100) * b;
assert_eq!(103u32.tcmp(&b, e), 103u32.cmp(&b));
assert_eq!(104u32.tcmp(&b, e), 104u32.cmp(&b));
assert_eq!(115u32.tcmp(&b, e), 115u32.cmp(&b));
assert_eq!(120u32.tcmp(&b, e), 120u32.cmp(&b));
assert_eq!(126u32.tcmp(&b, e), 126u32.cmp(&b));
assert_eq!(127u32.tcmp(&b, e), 127u32.cmp(&b));
assert_eq!(128u32.tcmp(&b, e), 128u32.cmp(&b));
assert_eq!(102u32.tcmp(&b, e), 102u32.cmp(&b));
}
#[test]
fn peru16_rational_does_not_overflow() {
let _ = PerU16::from_rational(17424870u32, 17424870);
}
#[test]
fn saturating_mul_works() {
assert_eq!(Saturating::saturating_mul(2, i32::MIN), i32::MIN);
assert_eq!(Saturating::saturating_mul(2, i32::MAX), i32::MAX);
}
#[test]
fn saturating_pow_works() {
assert_eq!(Saturating::saturating_pow(i32::MIN, 0), 1);
assert_eq!(Saturating::saturating_pow(i32::MAX, 0), 1);
assert_eq!(Saturating::saturating_pow(i32::MIN, 3), i32::MIN);
assert_eq!(Saturating::saturating_pow(i32::MIN, 2), i32::MAX);
assert_eq!(Saturating::saturating_pow(i32::MAX, 2), i32::MAX);
}
}