referrerpolicy=no-referrer-when-downgrade
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
// This file is part of Substrate.

// Copyright (C) Parity Technologies (UK) Ltd.
// Some code is based upon Derek Dreery's IntegerSquareRoot impl, used under license.
// SPDX-License-Identifier: Apache-2.0

// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// 	http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

//! Some helper functions to work with 128bit numbers. Note that the functionality provided here is
//! only sensible to use with 128bit numbers because for smaller sizes, you can always rely on
//! assumptions of a bigger type (u128) being available, or simply create a per-thing and use the
//! multiplication implementation provided there.

use crate::{biguint, Rounding};
use core::cmp::{max, min};

/// Helper gcd function used in Rational128 implementation.
pub fn gcd(a: u128, b: u128) -> u128 {
	match ((a, b), (a & 1, b & 1)) {
		((x, y), _) if x == y => y,
		((0, x), _) | ((x, 0), _) => x,
		((x, y), (0, 1)) | ((y, x), (1, 0)) => gcd(x >> 1, y),
		((x, y), (0, 0)) => gcd(x >> 1, y >> 1) << 1,
		((x, y), (1, 1)) => {
			let (x, y) = (min(x, y), max(x, y));
			gcd((y - x) >> 1, x)
		},
		_ => unreachable!(),
	}
}

/// split a u128 into two u64 limbs
pub fn split(a: u128) -> (u64, u64) {
	let al = a as u64;
	let ah = (a >> 64) as u64;
	(ah, al)
}

/// Convert a u128 to a u32 based biguint.
pub fn to_big_uint(x: u128) -> biguint::BigUint {
	let (xh, xl) = split(x);
	let (xhh, xhl) = biguint::split(xh);
	let (xlh, xll) = biguint::split(xl);
	let mut n = biguint::BigUint::from_limbs(&[xhh, xhl, xlh, xll]);
	n.lstrip();
	n
}

mod double128 {
	// Inspired by: https://medium.com/wicketh/mathemagic-512-bit-division-in-solidity-afa55870a65

	/// Returns the least significant 64 bits of a
	const fn low_64(a: u128) -> u128 {
		a & ((1 << 64) - 1)
	}

	/// Returns the most significant 64 bits of a
	const fn high_64(a: u128) -> u128 {
		a >> 64
	}

	/// Returns 2^128 - a (two's complement)
	const fn neg128(a: u128) -> u128 {
		(!a).wrapping_add(1)
	}

	/// Returns 2^128 / a
	const fn div128(a: u128) -> u128 {
		(neg128(a) / a).wrapping_add(1)
	}

	/// Returns 2^128 % a
	const fn mod128(a: u128) -> u128 {
		neg128(a) % a
	}

	#[derive(Copy, Clone, Eq, PartialEq)]
	pub struct Double128 {
		high: u128,
		low: u128,
	}

	impl Double128 {
		pub const fn try_into_u128(self) -> Result<u128, ()> {
			match self.high {
				0 => Ok(self.low),
				_ => Err(()),
			}
		}

		pub const fn zero() -> Self {
			Self { high: 0, low: 0 }
		}

		/// Return a `Double128` value representing the `scaled_value << 64`.
		///
		/// This means the lower half of the `high` component will be equal to the upper 64-bits of
		/// `scaled_value` (in the lower positions) and the upper half of the `low` component will
		/// be equal to the lower 64-bits of `scaled_value`.
		pub const fn left_shift_64(scaled_value: u128) -> Self {
			Self { high: scaled_value >> 64, low: scaled_value << 64 }
		}

		/// Construct a value from the upper 128 bits only, with the lower being zeroed.
		pub const fn from_low(low: u128) -> Self {
			Self { high: 0, low }
		}

		/// Returns the same value ignoring anything in the high 128-bits.
		pub const fn low_part(self) -> Self {
			Self { high: 0, ..self }
		}

		/// Returns a*b (in 256 bits)
		pub const fn product_of(a: u128, b: u128) -> Self {
			// Split a and b into hi and lo 64-bit parts
			let (a_low, a_high) = (low_64(a), high_64(a));
			let (b_low, b_high) = (low_64(b), high_64(b));
			// a = (a_low + a_high << 64); b = (b_low + b_high << 64);
			// ergo a*b = (a_low + a_high << 64)(b_low + b_high << 64)
			//          = a_low * b_low
			//          + a_low * b_high << 64
			//          + a_high << 64 * b_low
			//          + a_high << 64 * b_high << 64
			// assuming:
			//        f = a_low * b_low
			//        o = a_low * b_high
			//        i = a_high * b_low
			//        l = a_high * b_high
			// then:
			//      a*b = (o+i) << 64 + f + l << 128
			let (f, o, i, l) = (a_low * b_low, a_low * b_high, a_high * b_low, a_high * b_high);
			let fl = Self { high: l, low: f };
			let i = Self::left_shift_64(i);
			let o = Self::left_shift_64(o);
			fl.add(i).add(o)
		}

		pub const fn add(self, b: Self) -> Self {
			let (low, overflow) = self.low.overflowing_add(b.low);
			let carry = overflow as u128; // 1 if true, 0 if false.
			let high = self.high.wrapping_add(b.high).wrapping_add(carry as u128);
			Double128 { high, low }
		}

		pub const fn div(mut self, rhs: u128) -> (Self, u128) {
			if rhs == 1 {
				return (self, 0)
			}

			// (self === a; rhs === b)
			// Calculate a / b
			// = (a_high << 128 + a_low) / b
			//   let (q, r) = (div128(b), mod128(b));
			// = (a_low * (q * b + r)) + a_high) / b
			// = (a_low * q * b + a_low * r + a_high)/b
			// = (a_low * r + a_high) / b + a_low * q
			let (q, r) = (div128(rhs), mod128(rhs));

			// x = current result
			// a = next number
			let mut x = Self::zero();
			while self.high != 0 {
				// x += a.low * q
				x = x.add(Self::product_of(self.high, q));
				// a = a.low * r + a.high
				self = Self::product_of(self.high, r).add(self.low_part());
			}

			(x.add(Self::from_low(self.low / rhs)), self.low % rhs)
		}
	}
}

/// Returns `a * b / c` (wrapping to 128 bits) or `None` in the case of
/// overflow.
pub const fn multiply_by_rational_with_rounding(
	a: u128,
	b: u128,
	c: u128,
	r: Rounding,
) -> Option<u128> {
	use double128::Double128;
	if c == 0 {
		return None
	}
	let (result, remainder) = Double128::product_of(a, b).div(c);
	let mut result: u128 = match result.try_into_u128() {
		Ok(v) => v,
		Err(_) => return None,
	};
	if match r {
		Rounding::Up => remainder > 0,
		// cannot be `(c + 1) / 2` since `c` might be `max_value` and overflow.
		Rounding::NearestPrefUp => remainder >= c / 2 + c % 2,
		Rounding::NearestPrefDown => remainder > c / 2,
		Rounding::Down => false,
	} {
		result = match result.checked_add(1) {
			Some(v) => v,
			None => return None,
		};
	}
	Some(result)
}

pub const fn sqrt(mut n: u128) -> u128 {
	// Modified from https://github.com/derekdreery/integer-sqrt-rs (Apache/MIT).
	if n == 0 {
		return 0
	}

	// Compute bit, the largest power of 4 <= n
	let max_shift: u32 = 0u128.leading_zeros() - 1;
	let shift: u32 = (max_shift - n.leading_zeros()) & !1;
	let mut bit = 1u128 << shift;

	// Algorithm based on the implementation in:
	// https://en.wikipedia.org/wiki/Methods_of_computing_square_roots#Binary_numeral_system_(base_2)
	// Note that result/bit are logically unsigned (even if T is signed).
	let mut result = 0u128;
	while bit != 0 {
		if n >= result + bit {
			n -= result + bit;
			result = (result >> 1) + bit;
		} else {
			result = result >> 1;
		}
		bit = bit >> 2;
	}
	result
}

#[cfg(test)]
mod tests {
	use super::*;
	use codec::{Decode, Encode};
	use multiply_by_rational_with_rounding as mulrat;
	use Rounding::*;

	const MAX: u128 = u128::max_value();

	#[test]
	fn rational_multiply_basic_rounding_works() {
		assert_eq!(mulrat(1, 1, 1, Up), Some(1));
		assert_eq!(mulrat(3, 1, 3, Up), Some(1));
		assert_eq!(mulrat(1, 1, 3, Up), Some(1));
		assert_eq!(mulrat(1, 2, 3, Down), Some(0));
		assert_eq!(mulrat(1, 1, 3, NearestPrefDown), Some(0));
		assert_eq!(mulrat(1, 1, 2, NearestPrefDown), Some(0));
		assert_eq!(mulrat(1, 2, 3, NearestPrefDown), Some(1));
		assert_eq!(mulrat(1, 1, 3, NearestPrefUp), Some(0));
		assert_eq!(mulrat(1, 1, 2, NearestPrefUp), Some(1));
		assert_eq!(mulrat(1, 2, 3, NearestPrefUp), Some(1));
	}

	#[test]
	fn rational_multiply_big_number_works() {
		assert_eq!(mulrat(MAX, MAX - 1, MAX, Down), Some(MAX - 1));
		assert_eq!(mulrat(MAX, 1, MAX, Down), Some(1));
		assert_eq!(mulrat(MAX, MAX - 1, MAX, Up), Some(MAX - 1));
		assert_eq!(mulrat(MAX, 1, MAX, Up), Some(1));
		assert_eq!(mulrat(1, MAX - 1, MAX, Down), Some(0));
		assert_eq!(mulrat(1, 1, MAX, Up), Some(1));
		assert_eq!(mulrat(1, MAX / 2, MAX, NearestPrefDown), Some(0));
		assert_eq!(mulrat(1, MAX / 2 + 1, MAX, NearestPrefDown), Some(1));
		assert_eq!(mulrat(1, MAX / 2, MAX, NearestPrefUp), Some(0));
		assert_eq!(mulrat(1, MAX / 2 + 1, MAX, NearestPrefUp), Some(1));
	}

	#[test]
	fn sqrt_works() {
		for i in 0..100_000u32 {
			let a = sqrt(random_u128(i));
			assert_eq!(sqrt(a * a), a);
		}
	}

	fn random_u128(seed: u32) -> u128 {
		u128::decode(&mut &seed.using_encoded(sp_crypto_hashing::twox_128)[..]).unwrap_or(0)
	}

	#[test]
	fn op_checked_rounded_div_works() {
		for i in 0..100_000u32 {
			let a = random_u128(i);
			let b = random_u128(i + (1 << 30));
			let c = random_u128(i + (1 << 31));
			let x = mulrat(a, b, c, NearestPrefDown);
			let y = multiply_by_rational_with_rounding(a, b, c, Rounding::NearestPrefDown);
			assert_eq!(x.is_some(), y.is_some());
			let x = x.unwrap_or(0);
			let y = y.unwrap_or(0);
			let d = x.max(y) - x.min(y);
			assert_eq!(d, 0);
		}
	}
}