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[libc] Optimize BigInt→decimal in IntegerToString #123580

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173 changes: 172 additions & 1 deletion libc/src/__support/integer_to_string.h
Original file line number Diff line number Diff line change
Expand Up @@ -164,6 +164,168 @@ template <size_t radix> using Custom = details::Fmt<radix>;

} // namespace radix

// Extract the low-order decimal digit from a value of integer type T. The
// returned value is the digit itself, from 0 to 9. The input value is passed
// by reference, and modified by dividing by 10, so that iterating this
// function extracts all the digits of the original number one at a time from
// low to high.
template <typename T, cpp::enable_if_t<cpp::is_integral_v<T>, int> = 0>
LIBC_INLINE uint8_t extract_decimal_digit(T &value) {
const uint8_t digit(static_cast<uint8_t>(value % 10));
// For built-in integer types, we assume that an adequately fast division is
// available. If hardware division isn't implemented, then with a divisor
// known at compile time the compiler might be able to generate an optimized
// sequence instead.
value /= 10;
return digit;
}

// A specialization of extract_decimal_digit for the BigInt type in big_int.h,
// avoiding the use of general-purpose BigInt division which is very slow.
template <typename T, cpp::enable_if_t<is_big_int_v<T>, int> = 0>
LIBC_INLINE uint8_t extract_decimal_digit(T &value) {
// There are two essential ways you can turn n into (n/10,n%10). One is
// ordinary integer division. The other is a modular-arithmetic approach in
// which you first compute n%10 by bit twiddling, then subtract it off to get
// a value that is definitely a multiple of 10. Then you divide that by 10 in
// two steps: shift right to divide off a factor of 2, and then divide off a
// factor of 5 by multiplying by the modular inverse of 5 mod 2^BITS. (That
// last step only works if you know there's no remainder, which is why you
// had to subtract off the output digit first.)
//
// Either approach can be made to work in linear time. This code uses the
// modular-arithmetic technique, because the other approach either does a lot
// of integer divisions (requiring a fast hardware divider), or else uses a
// "multiply by an approximation to the reciprocal" technique which depends
// on careful error analysis which might go wrong in an untested edge case.

using Word = typename T::word_type;

// Find the remainder (value % 10). We do this by breaking up the input
// integer into chunks of size WORD_SIZE/2, so that the sum of them doesn't
// overflow a Word. Then we sum all the half-words times 6, except the bottom
// one, which is added to that sum without scaling.
//
// Why 6? Because you can imagine that the original number had the form
//
// halfwords[0] + K*halfwords[1] + K^2*halfwords[2] + ...
//
// where K = 2^(WORD_SIZE/2). Since WORD_SIZE is expected to be a multiple of
// 8, that makes WORD_SIZE/2 a multiple of 4, so that K is a power of 16. And
// all powers of 16 (larger than 1) are congruent to 6 mod 10, by induction:
// 16 itself is, and 6^2=36 is also congruent to 6.
Word acc_remainder = 0;
const Word HALFWORD_BITS = T::WORD_SIZE / 2;
const Word HALFWORD_MASK = ((Word(1) << HALFWORD_BITS) - 1);
// Sum both halves of all words except the low one.
for (size_t i = 1; i < T::WORD_COUNT; i++) {
acc_remainder += value.val[i] >> HALFWORD_BITS;
acc_remainder += value.val[i] & HALFWORD_MASK;
}
// Add the high half of the low word. Then we have everything that needs to
// be multiplied by 6, so do that.
acc_remainder += value.val[0] >> HALFWORD_BITS;
acc_remainder *= 6;
// Having multiplied it by 6, add the lowest half-word, and then reduce mod
// 10 by normal integer division to finish.
acc_remainder += value.val[0] & HALFWORD_MASK;
uint8_t digit = acc_remainder % 10;

// Now we have the output digit. Subtract it from the input value, and shift
// right to divide by 2.
value -= digit;
value >>= 1;

// Now all that's left is to multiply by the inverse of 5 mod 2^BITS. No
// matter what the value of BITS, the inverse of 5 has the very convenient
// form 0xCCCC...CCCD, with as many C hex digits in the middle as necessary.
//
// We could construct a second BigInt with all words 0xCCCCCCCCCCCCCCCC,
// increment the bottom word, and call a general-purpose multiply function.
// But we can do better, by taking advantage of the regularity: we can do
// this particular operation in linear time, whereas a general multiplier
// would take superlinear time (quadratic in small cases).
//
// To begin with, instead of computing n*0xCCCC...CCCD, we'll compute
// n*0xCCCC...CCCC and then add it to the original n. Then all the words of
// the multiplier have the same value 0xCCCCCCCCCCCCCCCC, which I'll just
// denote as C. If we also write t = 2^WORD_SIZE, and imagine (as an example)
// that the input number has three words x,y,z with x being the low word,
// then we're computing
//
// (x + y t + z t^2) * (C + C t + C t^2)
//
// = x C + y C t + z C t^2
// + x C t + y C t^2 + z C t^3
// + x C t^2 + y C t^3 + z C t^4
//
// but we're working mod t^3, so the high-order terms vanish and this becomes
//
// x C + y C t + z C t^2
// + x C t + y C t^2
// + x C t^2
//
// = x C + (x+y) C t + (x+y+z) C t^2
//
// So all you have to do is to work from the low word of the integer upwards,
// accumulating C times the sum of all the words you've seen so far to get
// x*C, (x+y)*C, (x+y+z)*C and so on. In each step you add another product to
// the accumulator, and add the accumulator to the corresponding word of the
// original number (so that we end up with value*CCCD, not just value*CCCC).
//
// If you do that literally, then your accumulator has to be three words
// wide, because the sum of words can overflow into a second word, and
// multiplying by C adds another word. But we can do slightly better by
// breaking each product word*C up into a bottom half and a top half. If we
// write x*C = xl + xh*t, and similarly for y and z, then our sum becomes
//
// (xl + xh t) + (yl + yh t) t + (zl + zh t) t^2
// + (xl + xh t) t + (yl + yh t) t^2
// + (xl + xh t) t^2
//
// and if you expand out again, collect terms, and discard t^3 terms, you get
//
// (xl)
// + (xl + xh + yl) t
// + (xl + xh + yl + yh + zl) t^2
//
// in which each coefficient is the sum of all the low words of the products
// up to _and including_ the current word, plus all the high words up to but
// _not_ including the current word. So now you only have to retain two words
// of sum instead of three.
//
// We do this entire procedure in a single in-place pass over the input
// number, reading each word to make its product with C and then adding the
// low word of the accumulator to it.
const Word C = (Word(0) - 1) / 5 * 4; // calculate 0xCCCC as 4/5 of 0xFFFF
Word acc_lo = 0, acc_hi = 0; // accumulator of all the half-products so far
Word carry_bit, carry_word = 0;

for (size_t i = 0; i < T::WORD_COUNT; i++) {
// Make the two-word product of C with the current input word.
multiword::DoubleWide<Word> product = multiword::mul2(C, value.val[i]);

// Add the low half of the product to our accumulator, but not yet the high
// half.
acc_lo = add_with_carry<Word>(acc_lo, product[0], 0, carry_bit);
acc_hi += carry_bit;

// Now the accumulator contains exactly the value we need to add to the
// current input word. Add it, plus any carries from lower words, and make
// a new word of carry data to propagate into the next iteration.
value.val[i] = add_with_carry<Word>(value.val[i], carry_word, 0, carry_bit);
carry_word = acc_hi + carry_bit;
value.val[i] = add_with_carry<Word>(value.val[i], acc_lo, 0, carry_bit);
carry_word += carry_bit;

// Now add the high half of the current product to our accumulator.
acc_lo = add_with_carry<Word>(acc_lo, product[1], 0, carry_bit);
acc_hi += carry_bit;
}

return digit;
}

// See file header for documentation.
template <typename T, typename Fmt = radix::Dec> class IntegerToString {
static_assert(cpp::is_integral_v<T> || is_big_int_v<T>);
Expand Down Expand Up @@ -229,6 +391,15 @@ template <typename T, typename Fmt = radix::Dec> class IntegerToString {
}
}

LIBC_INLINE static void
write_unsigned_number_dec(UNSIGNED_T value,
details::BackwardStringBufferWriter &sink) {
while (sink.ok() && value != 0) {
const uint8_t digit = extract_decimal_digit(value);
sink.push(digit_char(digit));
}
}

// Returns the absolute value of 'value' as 'UNSIGNED_T'.
LIBC_INLINE static UNSIGNED_T abs(T value) {
if (cpp::is_unsigned_v<T> || value >= 0)
Expand Down Expand Up @@ -256,7 +427,7 @@ template <typename T, typename Fmt = radix::Dec> class IntegerToString {
LIBC_INLINE static void write(T value,
details::BackwardStringBufferWriter &sink) {
if constexpr (Fmt::BASE == 10) {
write_unsigned_number(abs(value), sink);
write_unsigned_number_dec(abs(value), sink);
} else {
write_unsigned_number(static_cast<UNSIGNED_T>(value), sink);
}
Expand Down
46 changes: 46 additions & 0 deletions libc/test/src/__support/integer_to_string_test.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@

#include "test/UnitTest/Test.h"

using LIBC_NAMESPACE::BigInt;
using LIBC_NAMESPACE::IntegerToString;
using LIBC_NAMESPACE::cpp::span;
using LIBC_NAMESPACE::cpp::string_view;
Expand Down Expand Up @@ -297,6 +298,51 @@ TEST(LlvmLibcIntegerToStringTest, Sign) {
EXPECT(DEC, 1, "+1");
}

TEST(LlvmLibcIntegerToStringTest, BigInt_Base_10) {
uint64_t uint256_max[4] = {
0xFFFFFFFFFFFFFFFF,
0xFFFFFFFFFFFFFFFF,
0xFFFFFFFFFFFFFFFF,
0xFFFFFFFFFFFFFFFF,
};
uint64_t int256_max[4] = {
0xFFFFFFFFFFFFFFFF,
0xFFFFFFFFFFFFFFFF,
0xFFFFFFFFFFFFFFFF,
0x7FFFFFFFFFFFFFFF,
};
uint64_t int256_min[4] = {
0,
0,
0,
0x8000000000000000,
};

using unsigned_type = IntegerToString<BigInt<256, false>, Dec>;
EXPECT(unsigned_type, 0, "0");
EXPECT(unsigned_type, 1, "1");
EXPECT(unsigned_type, uint256_max,
"115792089237316195423570985008687907853269984665640564039457584007913"
"129639935");
EXPECT(unsigned_type, int256_max,
"578960446186580977117854925043439539266349923328202820197287920039565"
"64819967");
EXPECT(unsigned_type, int256_min,
"578960446186580977117854925043439539266349923328202820197287920039565"
"64819968");

using signed_type = IntegerToString<BigInt<256, true>, Dec>;
EXPECT(signed_type, 0, "0");
EXPECT(signed_type, 1, "1");
EXPECT(signed_type, uint256_max, "-1");
EXPECT(signed_type, int256_max,
"578960446186580977117854925043439539266349923328202820197287920039565"
"64819967");
EXPECT(signed_type, int256_min,
"-57896044618658097711785492504343953926634992332820282019728792003956"
"564819968");
}

TEST(LlvmLibcIntegerToStringTest, BufferOverrun) {
{ // Writing '0' in an empty buffer requiring zero digits : works
const auto view =
Expand Down
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