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FloatingPointStringConversions.cpp
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FloatingPointStringConversions.cpp
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/*
* Copyright (c) 2022, David Tuin <[email protected]>
*
* SPDX-License-Identifier: BSD-2-Clause
*/
#include <AK/BigIntBase.h>
#include <AK/CharacterTypes.h>
#include <AK/FloatingPointStringConversions.h>
#include <AK/Format.h>
#include <AK/ScopeGuard.h>
#include <AK/StringView.h>
#include <AK/UFixedBigInt.h>
#include <AK/UFixedBigIntDivision.h>
namespace AK {
// This entire algorithm is an implementation of the paper: Number Parsing at a Gigabyte per Second
// by Daniel Lemire, available at https://arxiv.org/abs/2101.11408 and an implementation
// at https://github.com/fastfloat/fast_float
// There is also a perhaps more easily understandable explanation
// at https://nigeltao.github.io/blog/2020/eisel-lemire.html
template<typename T>
concept ParseableFloatingPoint = IsFloatingPoint<T> && (sizeof(T) == sizeof(u32) || sizeof(T) == sizeof(u64));
template<ParseableFloatingPoint T>
struct FloatingPointInfo {
static_assert(sizeof(T) == sizeof(u64) || sizeof(T) == sizeof(u32));
using SameSizeUnsigned = Conditional<sizeof(T) == sizeof(u64), u64, u32>;
// Implementing just this gives all the other bit sizes and mask immediately.
static constexpr inline i32 mantissa_bits()
{
if constexpr (sizeof(T) == sizeof(u64))
return 52;
return 23;
}
static constexpr inline i32 exponent_bits()
{
return sizeof(T) * 8u - 1u - mantissa_bits();
}
static constexpr inline i32 exponent_bias()
{
return (1 << (exponent_bits() - 1)) - 1;
}
static constexpr inline i32 minimum_exponent()
{
return -exponent_bias();
}
static constexpr inline i32 infinity_exponent()
{
static_assert(exponent_bits() < 31);
return (1 << exponent_bits()) - 1;
}
static constexpr inline i32 sign_bit_index()
{
return sizeof(T) * 8 - 1;
}
static constexpr inline SameSizeUnsigned sign_mask()
{
return SameSizeUnsigned { 1 } << sign_bit_index();
}
static constexpr inline SameSizeUnsigned mantissa_mask()
{
return (SameSizeUnsigned { 1 } << mantissa_bits()) - 1;
}
static constexpr inline SameSizeUnsigned exponent_mask()
{
return SameSizeUnsigned { infinity_exponent() } << mantissa_bits();
}
static constexpr inline i32 max_exponent_round_to_even()
{
if constexpr (sizeof(T) == sizeof(u64))
return 23;
return 10;
}
static constexpr inline i32 min_exponent_round_to_even()
{
if constexpr (sizeof(T) == sizeof(u64))
return -4;
return -17;
}
static constexpr inline size_t max_possible_digits_needed_for_parsing()
{
if constexpr (sizeof(T) == sizeof(u64))
return 769;
return 114;
}
static constexpr inline i32 max_power_of_10()
{
if constexpr (sizeof(T) == sizeof(u64))
return 308;
return 38;
}
static constexpr inline i32 min_power_of_10()
{
// Closest double value to zero is xe-324 and since we have at most 19 digits
// we know that -324 -19 = -343 so exponent below that must be zero (for double)
if constexpr (sizeof(T) == sizeof(u64))
return -342;
return -65;
}
static constexpr inline i32 max_exact_power_of_10()
{
// These are the largest power of 10 representable in T
// So all powers of 10*i less than or equal to this should be the exact
// values, be careful as they can be above "safe integer" limits.
if constexpr (sizeof(T) == sizeof(u64))
return 22;
return 10;
}
static constexpr inline T power_of_ten(i32 exponent)
{
VERIFY(exponent <= max_exact_power_of_10());
VERIFY(exponent >= 0);
return m_powers_of_ten_stored[exponent];
}
template<u32 MaxPower>
static constexpr inline Array<T, MaxPower + 1> compute_powers_of_ten()
{
// All these values are guaranteed to be exact all powers of MaxPower is the
Array<T, MaxPower + 1> values {};
values[0] = T(1.0);
T ten = T(10.);
for (u32 i = 1; i <= MaxPower; ++i)
values[i] = values[i - 1] * ten;
return values;
}
static constexpr auto m_powers_of_ten_stored = compute_powers_of_ten<max_exact_power_of_10()>();
};
template<typename T>
using BitSizedUnsignedForFloatingPoint = typename FloatingPointInfo<T>::SameSizeUnsigned;
struct BasicParseResult {
u64 mantissa = 0;
i64 exponent = 0;
bool valid = false;
bool negative = false;
bool more_than_19_digits_with_overflow = false;
char const* last_parsed { nullptr };
StringView whole_part;
StringView fractional_part;
};
static constexpr auto max_representable_power_of_ten_in_u64 = 19;
static_assert(1e19 <= static_cast<double>(NumericLimits<u64>::max()));
static_assert(1e20 >= static_cast<double>(NumericLimits<u64>::max()));
static_assert(HostIsLittleEndian, "Float parsing currently assumes little endian, this fact is only used in fast parsing of 8 digits at a time"
"\nyou _should_ only need to change read eight_digits to make this big endian compatible.");
constexpr u64 read_eight_digits(char const* string)
{
u64 val;
__builtin_memcpy(&val, string, sizeof(val));
return val;
}
constexpr static bool has_eight_digits(u64 value)
{
// The ascii digits 0-9 are hex 0x30 - 0x39
// If x is within that range then y := x + 0x46 is 0x76 to 0x7f
// z := x - 0x30 is 0x00 - 0x09
// y | z = 0x7t where t is in the range 0 - f so doing & 0x80 gives 0
// However if a character x is below 0x30 then x - 0x30 underflows setting
// the 0x80 bit of the next digit meaning & 0x80 will never be 0.
// Similarly if a character x is above 0x39 then x + 0x46 gives at least
// 0x80 thus & 0x80 will not be zero.
return (((value + 0x4646464646464646) | (value - 0x3030303030303030)) & 0x8080808080808080) == 0;
}
constexpr static u32 eight_digits_to_value(u64 value)
{
// THIS DOES ABSOLUTELY ASSUME has_eight_digits is true
// This trick is based on https://johnnylee-sde.github.io/Fast-numeric-string-to-int/
// FIXME: fast_float uses a slightly different version, but that is far harder
// to understand and does not seem to improve performance substantially.
// See https://github.com/fastfloat/fast_float/pull/28
// First convert the digits to their respectively numbers (0x30 -> 0x00 etc.)
value -= 0x3030303030303030;
// Because of little endian the first number will in fact be the least significant
// bits of value i.e. "12345678" -> 0x0807060504030201
// This means that we need to shift/multiply each digit with 8 - the byte it is in
// So the eight need to go down, and the 01 need to be multiplied with 10000000
// We effectively multiply by 10 and then shift those values to the right (2^8 = 256)
// We then shift the values back down, this leads to 4 digits pairs in the 2 byte parts
// The values between are "garbage" which we will ignore
value = (value * (256 * 10 + 1)) >> 8;
// So with our example this gives 0x$$4e$$38$$22$$0c, where $$ is garbage/ignored
// In decimal this gives 78 56 34 12
// Now we keep performing the same trick twice more
// First * 100 and shift of 16 (2^16 = 65536) and then shift back
value = ((value & 0x00FF00FF00FF00FF) * (65536 * 100 + 1)) >> 16;
// Again with our example this gives 0x$$$$162e$$$$04d2
// 5678 1234
// And finally with * 10000 and shift of 32 (2^32 = 4294967296)
value = ((value & 0x0000FFFF0000FFFF) * (4294967296 * 10000 + 1)) >> 32;
// With the example this gives 0x$$$$$$$$00bc614e
// 12345678
// Now we just truncate to the lower part
return u32(value);
}
template<typename IsDoneCallback, typename Has8CharsLeftCallback>
static BasicParseResult parse_numbers(char const* start, IsDoneCallback is_done, Has8CharsLeftCallback has_eight_chars_to_read)
{
char const* ptr = start;
BasicParseResult result {};
if (start == nullptr || is_done(ptr))
return result;
if (*ptr == '-' || *ptr == '+') {
result.negative = *ptr == '-';
++ptr;
if (is_done(ptr) || (!is_ascii_digit(*ptr) && *ptr != '.'))
return result;
}
auto const fast_parse_decimal = [&](auto& value) {
while (has_eight_chars_to_read(ptr) && has_eight_digits(read_eight_digits(ptr))) {
value = 100'000'000 * value + eight_digits_to_value(read_eight_digits(ptr));
ptr += 8;
}
while (!is_done(ptr) && is_ascii_digit(*ptr)) {
value = 10 * value + (*ptr - '0');
++ptr;
}
};
u64 mantissa = 0;
auto const* whole_part_start = ptr;
fast_parse_decimal(mantissa);
auto const* whole_part_end = ptr;
auto digits_found = whole_part_end - whole_part_start;
result.whole_part = StringView(whole_part_start, digits_found);
i64 exponent = 0;
auto const* start_of_fractional_part = ptr;
if (!is_done(ptr) && *ptr == '.') {
++ptr;
++start_of_fractional_part;
fast_parse_decimal(mantissa);
// We parsed x digits after the dot so need to multiply with 10^-x
exponent = -(ptr - start_of_fractional_part);
}
result.fractional_part = StringView(start_of_fractional_part, ptr - start_of_fractional_part);
digits_found += -exponent;
// If both the part
if (digits_found == 0)
return result;
i64 explicit_exponent = 0;
// We do this in a lambda to easily be able to get out of parsing the exponent
// and resetting the final character read to before the 'e'.
[&] {
if (is_done(ptr))
return;
if (*ptr != 'e' && *ptr != 'E')
return;
auto* pointer_before_e = ptr;
ArmedScopeGuard reset_ptr { [&] { ptr = pointer_before_e; } };
++ptr;
if (is_done(ptr))
return;
bool negative_exponent = false;
if (*ptr == '-' || *ptr == '+') {
negative_exponent = *ptr == '-';
++ptr;
if (is_done(ptr))
return;
}
if (!is_ascii_digit(*ptr))
return;
// Now we must have an optional sign and at least one digit so we
// will not reset
reset_ptr.disarm();
while (!is_done(ptr) && is_ascii_digit(*ptr)) {
// A massive exponent is not really a problem as this would
// require a lot of characters so we would fallback on precise
// parsing anyway (this is already 268435456 digits or 10 megabytes of digits)
if (explicit_exponent < 0x10'000'000)
explicit_exponent = 10 * explicit_exponent + (*ptr - '0');
++ptr;
}
explicit_exponent = negative_exponent ? -explicit_exponent : explicit_exponent;
exponent += explicit_exponent;
}();
result.valid = true;
result.last_parsed = ptr;
if (digits_found > max_representable_power_of_ten_in_u64) {
// There could be overflow but because we just count the digits it could be leading zeros
auto const* leading_digit = whole_part_start;
while (!is_done(leading_digit) && (*leading_digit == '0' || *leading_digit == '.')) {
if (*leading_digit == '0')
--digits_found;
++leading_digit;
}
if (digits_found > max_representable_power_of_ten_in_u64) {
// FIXME: We just removed leading zeros, we might be able to skip these easily again.
// If removing the leading zeros does not help we reparse and keep just the significant digits
result.more_than_19_digits_with_overflow = true;
mantissa = 0;
constexpr i64 smallest_nineteen_digit_number = { 1000000000000000000 };
char const* reparse_ptr = whole_part_start;
constexpr i64 smallest_eleven_digit_number = { 10000000000 };
while (mantissa < smallest_eleven_digit_number && (whole_part_end - reparse_ptr) >= 8) {
mantissa = 100'000'000 * mantissa + eight_digits_to_value(read_eight_digits(reparse_ptr));
reparse_ptr += 8;
}
while (mantissa < smallest_nineteen_digit_number && reparse_ptr != whole_part_end) {
mantissa = 10 * mantissa + (*reparse_ptr - '0');
++reparse_ptr;
}
if (mantissa >= smallest_nineteen_digit_number) {
// We still needed to parse (whole_part_end - reparse_ptr) digits so scale the exponent
exponent = explicit_exponent + (whole_part_end - reparse_ptr);
} else {
reparse_ptr = start_of_fractional_part;
char const* fractional_end = result.fractional_part.characters_without_null_termination() + result.fractional_part.length();
while (mantissa < smallest_eleven_digit_number && (fractional_end - reparse_ptr) >= 8) {
mantissa = 100'000'000 * mantissa + eight_digits_to_value(read_eight_digits(reparse_ptr));
reparse_ptr += 8;
}
while (mantissa < smallest_nineteen_digit_number && reparse_ptr != fractional_end) {
mantissa = 10 * mantissa + (*reparse_ptr - '0');
++reparse_ptr;
}
// Again we might be truncating fractional number so scale the exponent with that
// However here need to subtract 1 from the exponent for every fractional digit
exponent = explicit_exponent - (reparse_ptr - start_of_fractional_part);
}
}
}
result.mantissa = mantissa;
result.exponent = exponent;
return result;
}
constexpr static u128 compute_power_of_five(i64 exponent)
{
constexpr u4096 bit128 = u4096 { 1u } << 127u;
constexpr u4096 bit129 = u4096 { 1u } << 128u;
VERIFY(exponent <= 308);
VERIFY(exponent >= -342);
if (exponent >= 0) {
u4096 base { 1u };
for (auto i = 0u; i < exponent; ++i) {
base *= 5u;
}
while (base < bit128)
base <<= 1u;
while (base >= bit129)
base >>= 1u;
return u128 { base };
}
exponent *= -1;
if (exponent <= 27) {
u4096 base { 1u };
for (auto i = 0u; i < exponent; ++i) {
base *= 5u;
}
auto z = 4096 - base.clz();
auto b = z + 127;
u4096 base2 { 1u };
for (auto i = 0u; i < b; ++i) {
base2 *= 2u;
}
base2 /= base;
base2 += 1u;
return u128 { base2 };
}
VERIFY(exponent <= 342);
VERIFY(exponent >= 28);
u4096 base { 1u };
for (auto i = 0u; i < exponent; ++i) {
base *= 5u;
}
auto z = 4096 - base.clz();
auto b = 2 * z + 128;
u4096 base2 { 1u };
for (auto i = 0u; i < b; ++i) {
base2 *= 2u;
}
base2 /= base;
base2 += 1u;
while (base2 >= bit129)
base2 >>= 1u;
return u128 { base2 };
}
static constexpr i64 lowest_exponent = -342;
static constexpr i64 highest_exponent = 308;
constexpr auto pre_compute_table()
{
// Computing this entire table at compile time is slow and hits constexpr
// limits, so we just compute a (the simplest) value to make sure the
// function is used. This table can thus be generated with the function
// `u128 compute_power_of_five(i64 exponent)` above.
AK::Array<u128, highest_exponent - lowest_exponent + 1> values = {
u128 { 0x113faa2906a13b3fULL, 0xeef453d6923bd65aULL },
u128 { 0x4ac7ca59a424c507ULL, 0x9558b4661b6565f8ULL },
u128 { 0x5d79bcf00d2df649ULL, 0xbaaee17fa23ebf76ULL },
u128 { 0xf4d82c2c107973dcULL, 0xe95a99df8ace6f53ULL },
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u128 { 0xc986afbe3ee11abaULL, 0x9b69dbe1b548ce7cULL },
u128 { 0xfbe85badce996168ULL, 0xc24452da229b021bULL },
u128 { 0xfae27299423fb9c3ULL, 0xf2d56790ab41c2a2ULL },
u128 { 0xdccd879fc967d41aULL, 0x97c560ba6b0919a5ULL },
u128 { 0x5400e987bbc1c920ULL, 0xbdb6b8e905cb600fULL },
u128 { 0x290123e9aab23b68ULL, 0xed246723473e3813ULL },
u128 { 0xf9a0b6720aaf6521ULL, 0x9436c0760c86e30bULL },
u128 { 0xf808e40e8d5b3e69ULL, 0xb94470938fa89bceULL },
u128 { 0xb60b1d1230b20e04ULL, 0xe7958cb87392c2c2ULL },
u128 { 0xb1c6f22b5e6f48c2ULL, 0x90bd77f3483bb9b9ULL },
u128 { 0x1e38aeb6360b1af3ULL, 0xb4ecd5f01a4aa828ULL },
u128 { 0x25c6da63c38de1b0ULL, 0xe2280b6c20dd5232ULL },
u128 { 0x579c487e5a38ad0eULL, 0x8d590723948a535fULL },
u128 { 0x2d835a9df0c6d851ULL, 0xb0af48ec79ace837ULL },
u128 { 0xf8e431456cf88e65ULL, 0xdcdb1b2798182244ULL },
u128 { 0x1b8e9ecb641b58ffULL, 0x8a08f0f8bf0f156bULL },
u128 { 0xe272467e3d222f3fULL, 0xac8b2d36eed2dac5ULL },
u128 { 0x5b0ed81dcc6abb0fULL, 0xd7adf884aa879177ULL },
u128 { 0x98e947129fc2b4e9ULL, 0x86ccbb52ea94baeaULL },
u128 { 0x3f2398d747b36224ULL, 0xa87fea27a539e9a5ULL },
u128 { 0x8eec7f0d19a03aadULL, 0xd29fe4b18e88640eULL },
u128 { 0x1953cf68300424acULL, 0x83a3eeeef9153e89ULL },
u128 { 0x5fa8c3423c052dd7ULL, 0xa48ceaaab75a8e2bULL },
u128 { 0x3792f412cb06794dULL, 0xcdb02555653131b6ULL },
u128 { 0xe2bbd88bbee40bd0ULL, 0x808e17555f3ebf11ULL },
u128 { 0x5b6aceaeae9d0ec4ULL, 0xa0b19d2ab70e6ed6ULL },
u128 { 0xf245825a5a445275ULL, 0xc8de047564d20a8bULL },
u128 { 0xeed6e2f0f0d56712ULL, 0xfb158592be068d2eULL },
u128 { 0x55464dd69685606bULL, 0x9ced737bb6c4183dULL },
u128 { 0xaa97e14c3c26b886ULL, 0xc428d05aa4751e4cULL },
u128 { 0xd53dd99f4b3066a8ULL, 0xf53304714d9265dfULL },
u128 { 0xe546a8038efe4029ULL, 0x993fe2c6d07b7fabULL },
u128 { 0xde98520472bdd033ULL, 0xbf8fdb78849a5f96ULL },
u128 { 0x963e66858f6d4440ULL, 0xef73d256a5c0f77cULL },
u128 { 0xdde7001379a44aa8ULL, 0x95a8637627989aadULL },
u128 { 0x5560c018580d5d52ULL, 0xbb127c53b17ec159ULL },
u128 { 0xaab8f01e6e10b4a6ULL, 0xe9d71b689dde71afULL },
u128 { 0xcab3961304ca70e8ULL, 0x9226712162ab070dULL },
u128 { 0x3d607b97c5fd0d22ULL, 0xb6b00d69bb55c8d1ULL },
u128 { 0x8cb89a7db77c506aULL, 0xe45c10c42a2b3b05ULL },
u128 { 0x77f3608e92adb242ULL, 0x8eb98a7a9a5b04e3ULL },
u128 { 0x55f038b237591ed3ULL, 0xb267ed1940f1c61cULL },
u128 { 0x6b6c46dec52f6688ULL, 0xdf01e85f912e37a3ULL },
u128 { 0x2323ac4b3b3da015ULL, 0x8b61313bbabce2c6ULL },
u128 { 0xabec975e0a0d081aULL, 0xae397d8aa96c1b77ULL },
u128 { 0x96e7bd358c904a21ULL, 0xd9c7dced53c72255ULL },
u128 { 0x7e50d64177da2e54ULL, 0x881cea14545c7575ULL },
u128 { 0xdde50bd1d5d0b9e9ULL, 0xaa242499697392d2ULL },
u128 { 0x955e4ec64b44e864ULL, 0xd4ad2dbfc3d07787ULL },
u128 { 0xbd5af13bef0b113eULL, 0x84ec3c97da624ab4ULL },
u128 { 0xecb1ad8aeacdd58eULL, 0xa6274bbdd0fadd61ULL },
u128 { 0x67de18eda5814af2ULL, 0xcfb11ead453994baULL },
u128 { 0x80eacf948770ced7ULL, 0x81ceb32c4b43fcf4ULL },
u128 { 0xa1258379a94d028dULL, 0xa2425ff75e14fc31ULL },
u128 { 0x96ee45813a04330ULL, 0xcad2f7f5359a3b3eULL },
u128 { 0x8bca9d6e188853fcULL, 0xfd87b5f28300ca0dULL },
u128 { 0x775ea264cf55347eULL, 0x9e74d1b791e07e48ULL },
u128 { 0x95364afe032a819eULL, 0xc612062576589ddaULL },
u128 { 0x3a83ddbd83f52205ULL, 0xf79687aed3eec551ULL },
u128 { 0xc4926a9672793543ULL, 0x9abe14cd44753b52ULL },
u128 { 0x75b7053c0f178294ULL, 0xc16d9a0095928a27ULL },
u128 { 0x5324c68b12dd6339ULL, 0xf1c90080baf72cb1ULL },
u128 { 0xd3f6fc16ebca5e04ULL, 0x971da05074da7beeULL },
u128 { 0x88f4bb1ca6bcf585ULL, 0xbce5086492111aeaULL },
u128 { 0x2b31e9e3d06c32e6ULL, 0xec1e4a7db69561a5ULL },
u128 { 0x3aff322e62439fd0ULL, 0x9392ee8e921d5d07ULL },
u128 { 0x9befeb9fad487c3ULL, 0xb877aa3236a4b449ULL },
u128 { 0x4c2ebe687989a9b4ULL, 0xe69594bec44de15bULL },
u128 { 0xf9d37014bf60a11ULL, 0x901d7cf73ab0acd9ULL },
u128 { 0x538484c19ef38c95ULL, 0xb424dc35095cd80fULL },
u128 { 0x2865a5f206b06fbaULL, 0xe12e13424bb40e13ULL },
u128 { 0xf93f87b7442e45d4ULL, 0x8cbccc096f5088cbULL },
u128 { 0xf78f69a51539d749ULL, 0xafebff0bcb24aafeULL },
u128 { 0xb573440e5a884d1cULL, 0xdbe6fecebdedd5beULL },
u128 { 0x31680a88f8953031ULL, 0x89705f4136b4a597ULL },
u128 { 0xfdc20d2b36ba7c3eULL, 0xabcc77118461cefcULL },
u128 { 0x3d32907604691b4dULL, 0xd6bf94d5e57a42bcULL },
u128 { 0xa63f9a49c2c1b110ULL, 0x8637bd05af6c69b5ULL },
u128 { 0xfcf80dc33721d54ULL, 0xa7c5ac471b478423ULL },
u128 { 0xd3c36113404ea4a9ULL, 0xd1b71758e219652bULL },
u128 { 0x645a1cac083126eaULL, 0x83126e978d4fdf3bULL },
u128 { 0x3d70a3d70a3d70a4ULL, 0xa3d70a3d70a3d70aULL },
u128 { 0xcccccccccccccccdULL, 0xccccccccccccccccULL },
compute_power_of_five(0),
u128 { 0x0ULL, 0xa000000000000000ULL },
u128 { 0x0ULL, 0xc800000000000000ULL },
u128 { 0x0ULL, 0xfa00000000000000ULL },
u128 { 0x0ULL, 0x9c40000000000000ULL },
u128 { 0x0ULL, 0xc350000000000000ULL },
u128 { 0x0ULL, 0xf424000000000000ULL },
u128 { 0x0ULL, 0x9896800000000000ULL },
u128 { 0x0ULL, 0xbebc200000000000ULL },
u128 { 0x0ULL, 0xee6b280000000000ULL },
u128 { 0x0ULL, 0x9502f90000000000ULL },
u128 { 0x0ULL, 0xba43b74000000000ULL },
u128 { 0x0ULL, 0xe8d4a51000000000ULL },
u128 { 0x0ULL, 0x9184e72a00000000ULL },
u128 { 0x0ULL, 0xb5e620f480000000ULL },
u128 { 0x0ULL, 0xe35fa931a0000000ULL },
u128 { 0x0ULL, 0x8e1bc9bf04000000ULL },
u128 { 0x0ULL, 0xb1a2bc2ec5000000ULL },
u128 { 0x0ULL, 0xde0b6b3a76400000ULL },
u128 { 0x0ULL, 0x8ac7230489e80000ULL },
u128 { 0x0ULL, 0xad78ebc5ac620000ULL },
u128 { 0x0ULL, 0xd8d726b7177a8000ULL },
u128 { 0x0ULL, 0x878678326eac9000ULL },
u128 { 0x0ULL, 0xa968163f0a57b400ULL },
u128 { 0x0ULL, 0xd3c21bcecceda100ULL },
u128 { 0x0ULL, 0x84595161401484a0ULL },
u128 { 0x0ULL, 0xa56fa5b99019a5c8ULL },
u128 { 0x0ULL, 0xcecb8f27f4200f3aULL },
u128 { 0x4000000000000000ULL, 0x813f3978f8940984ULL },
u128 { 0x5000000000000000ULL, 0xa18f07d736b90be5ULL },
u128 { 0xa400000000000000ULL, 0xc9f2c9cd04674edeULL },
u128 { 0x4d00000000000000ULL, 0xfc6f7c4045812296ULL },
u128 { 0xf020000000000000ULL, 0x9dc5ada82b70b59dULL },
u128 { 0x6c28000000000000ULL, 0xc5371912364ce305ULL },
u128 { 0xc732000000000000ULL, 0xf684df56c3e01bc6ULL },
u128 { 0x3c7f400000000000ULL, 0x9a130b963a6c115cULL },
u128 { 0x4b9f100000000000ULL, 0xc097ce7bc90715b3ULL },
u128 { 0x1e86d40000000000ULL, 0xf0bdc21abb48db20ULL },
u128 { 0x1314448000000000ULL, 0x96769950b50d88f4ULL },
u128 { 0x17d955a000000000ULL, 0xbc143fa4e250eb31ULL },
u128 { 0x5dcfab0800000000ULL, 0xeb194f8e1ae525fdULL },
u128 { 0x5aa1cae500000000ULL, 0x92efd1b8d0cf37beULL },
u128 { 0xf14a3d9e40000000ULL, 0xb7abc627050305adULL },
u128 { 0x6d9ccd05d0000000ULL, 0xe596b7b0c643c719ULL },
u128 { 0xe4820023a2000000ULL, 0x8f7e32ce7bea5c6fULL },
u128 { 0xdda2802c8a800000ULL, 0xb35dbf821ae4f38bULL },
u128 { 0xd50b2037ad200000ULL, 0xe0352f62a19e306eULL },
u128 { 0x4526f422cc340000ULL, 0x8c213d9da502de45ULL },
u128 { 0x9670b12b7f410000ULL, 0xaf298d050e4395d6ULL },
u128 { 0x3c0cdd765f114000ULL, 0xdaf3f04651d47b4cULL },
u128 { 0xa5880a69fb6ac800ULL, 0x88d8762bf324cd0fULL },
u128 { 0x8eea0d047a457a00ULL, 0xab0e93b6efee0053ULL },
u128 { 0x72a4904598d6d880ULL, 0xd5d238a4abe98068ULL },
u128 { 0x47a6da2b7f864750ULL, 0x85a36366eb71f041ULL },
u128 { 0x999090b65f67d924ULL, 0xa70c3c40a64e6c51ULL },
u128 { 0xfff4b4e3f741cf6dULL, 0xd0cf4b50cfe20765ULL },
u128 { 0xbff8f10e7a8921a4ULL, 0x82818f1281ed449fULL },
u128 { 0xaff72d52192b6a0dULL, 0xa321f2d7226895c7ULL },
u128 { 0x9bf4f8a69f764490ULL, 0xcbea6f8ceb02bb39ULL },
u128 { 0x2f236d04753d5b4ULL, 0xfee50b7025c36a08ULL },
u128 { 0x1d762422c946590ULL, 0x9f4f2726179a2245ULL },
u128 { 0x424d3ad2b7b97ef5ULL, 0xc722f0ef9d80aad6ULL },
u128 { 0xd2e0898765a7deb2ULL, 0xf8ebad2b84e0d58bULL },
u128 { 0x63cc55f49f88eb2fULL, 0x9b934c3b330c8577ULL },
u128 { 0x3cbf6b71c76b25fbULL, 0xc2781f49ffcfa6d5ULL },
u128 { 0x8bef464e3945ef7aULL, 0xf316271c7fc3908aULL },
u128 { 0x97758bf0e3cbb5acULL, 0x97edd871cfda3a56ULL },
u128 { 0x3d52eeed1cbea317ULL, 0xbde94e8e43d0c8ecULL },
u128 { 0x4ca7aaa863ee4bddULL, 0xed63a231d4c4fb27ULL },
u128 { 0x8fe8caa93e74ef6aULL, 0x945e455f24fb1cf8ULL },
u128 { 0xb3e2fd538e122b44ULL, 0xb975d6b6ee39e436ULL },
u128 { 0x60dbbca87196b616ULL, 0xe7d34c64a9c85d44ULL },
u128 { 0xbc8955e946fe31cdULL, 0x90e40fbeea1d3a4aULL },
u128 { 0x6babab6398bdbe41ULL, 0xb51d13aea4a488ddULL },
u128 { 0xc696963c7eed2dd1ULL, 0xe264589a4dcdab14ULL },
u128 { 0xfc1e1de5cf543ca2ULL, 0x8d7eb76070a08aecULL },
u128 { 0x3b25a55f43294bcbULL, 0xb0de65388cc8ada8ULL },
u128 { 0x49ef0eb713f39ebeULL, 0xdd15fe86affad912ULL },
u128 { 0x6e3569326c784337ULL, 0x8a2dbf142dfcc7abULL },
u128 { 0x49c2c37f07965404ULL, 0xacb92ed9397bf996ULL },
u128 { 0xdc33745ec97be906ULL, 0xd7e77a8f87daf7fbULL },
u128 { 0x69a028bb3ded71a3ULL, 0x86f0ac99b4e8dafdULL },
u128 { 0xc40832ea0d68ce0cULL, 0xa8acd7c0222311bcULL },
u128 { 0xf50a3fa490c30190ULL, 0xd2d80db02aabd62bULL },
u128 { 0x792667c6da79e0faULL, 0x83c7088e1aab65dbULL },
u128 { 0x577001b891185938ULL, 0xa4b8cab1a1563f52ULL },
u128 { 0xed4c0226b55e6f86ULL, 0xcde6fd5e09abcf26ULL },
u128 { 0x544f8158315b05b4ULL, 0x80b05e5ac60b6178ULL },
u128 { 0x696361ae3db1c721ULL, 0xa0dc75f1778e39d6ULL },
u128 { 0x3bc3a19cd1e38e9ULL, 0xc913936dd571c84cULL },
u128 { 0x4ab48a04065c723ULL, 0xfb5878494ace3a5fULL },
u128 { 0x62eb0d64283f9c76ULL, 0x9d174b2dcec0e47bULL },
u128 { 0x3ba5d0bd324f8394ULL, 0xc45d1df942711d9aULL },
u128 { 0xca8f44ec7ee36479ULL, 0xf5746577930d6500ULL },
u128 { 0x7e998b13cf4e1ecbULL, 0x9968bf6abbe85f20ULL },
u128 { 0x9e3fedd8c321a67eULL, 0xbfc2ef456ae276e8ULL },
u128 { 0xc5cfe94ef3ea101eULL, 0xefb3ab16c59b14a2ULL },
u128 { 0xbba1f1d158724a12ULL, 0x95d04aee3b80ece5ULL },
u128 { 0x2a8a6e45ae8edc97ULL, 0xbb445da9ca61281fULL },
u128 { 0xf52d09d71a3293bdULL, 0xea1575143cf97226ULL },
u128 { 0x593c2626705f9c56ULL, 0x924d692ca61be758ULL },
u128 { 0x6f8b2fb00c77836cULL, 0xb6e0c377cfa2e12eULL },
u128 { 0xb6dfb9c0f956447ULL, 0xe498f455c38b997aULL },
u128 { 0x4724bd4189bd5eacULL, 0x8edf98b59a373fecULL },
u128 { 0x58edec91ec2cb657ULL, 0xb2977ee300c50fe7ULL },
u128 { 0x2f2967b66737e3edULL, 0xdf3d5e9bc0f653e1ULL },
u128 { 0xbd79e0d20082ee74ULL, 0x8b865b215899f46cULL },
u128 { 0xecd8590680a3aa11ULL, 0xae67f1e9aec07187ULL },
u128 { 0xe80e6f4820cc9495ULL, 0xda01ee641a708de9ULL },
u128 { 0x3109058d147fdcddULL, 0x884134fe908658b2ULL },
u128 { 0xbd4b46f0599fd415ULL, 0xaa51823e34a7eedeULL },
u128 { 0x6c9e18ac7007c91aULL, 0xd4e5e2cdc1d1ea96ULL },
u128 { 0x3e2cf6bc604ddb0ULL, 0x850fadc09923329eULL },
u128 { 0x84db8346b786151cULL, 0xa6539930bf6bff45ULL },
u128 { 0xe612641865679a63ULL, 0xcfe87f7cef46ff16ULL },
u128 { 0x4fcb7e8f3f60c07eULL, 0x81f14fae158c5f6eULL },
u128 { 0xe3be5e330f38f09dULL, 0xa26da3999aef7749ULL },
u128 { 0x5cadf5bfd3072cc5ULL, 0xcb090c8001ab551cULL },
u128 { 0x73d9732fc7c8f7f6ULL, 0xfdcb4fa002162a63ULL },
u128 { 0x2867e7fddcdd9afaULL, 0x9e9f11c4014dda7eULL },
u128 { 0xb281e1fd541501b8ULL, 0xc646d63501a1511dULL },
u128 { 0x1f225a7ca91a4226ULL, 0xf7d88bc24209a565ULL },
u128 { 0x3375788de9b06958ULL, 0x9ae757596946075fULL },
u128 { 0x52d6b1641c83aeULL, 0xc1a12d2fc3978937ULL },
u128 { 0xc0678c5dbd23a49aULL, 0xf209787bb47d6b84ULL },
u128 { 0xf840b7ba963646e0ULL, 0x9745eb4d50ce6332ULL },
u128 { 0xb650e5a93bc3d898ULL, 0xbd176620a501fbffULL },
u128 { 0xa3e51f138ab4cebeULL, 0xec5d3fa8ce427affULL },
u128 { 0xc66f336c36b10137ULL, 0x93ba47c980e98cdfULL },
u128 { 0xb80b0047445d4184ULL, 0xb8a8d9bbe123f017ULL },
u128 { 0xa60dc059157491e5ULL, 0xe6d3102ad96cec1dULL },
u128 { 0x87c89837ad68db2fULL, 0x9043ea1ac7e41392ULL },
u128 { 0x29babe4598c311fbULL, 0xb454e4a179dd1877ULL },
u128 { 0xf4296dd6fef3d67aULL, 0xe16a1dc9d8545e94ULL },
u128 { 0x1899e4a65f58660cULL, 0x8ce2529e2734bb1dULL },
u128 { 0x5ec05dcff72e7f8fULL, 0xb01ae745b101e9e4ULL },
u128 { 0x76707543f4fa1f73ULL, 0xdc21a1171d42645dULL },
u128 { 0x6a06494a791c53a8ULL, 0x899504ae72497ebaULL },
u128 { 0x487db9d17636892ULL, 0xabfa45da0edbde69ULL },
u128 { 0x45a9d2845d3c42b6ULL, 0xd6f8d7509292d603ULL },
u128 { 0xb8a2392ba45a9b2ULL, 0x865b86925b9bc5c2ULL },
u128 { 0x8e6cac7768d7141eULL, 0xa7f26836f282b732ULL },
u128 { 0x3207d795430cd926ULL, 0xd1ef0244af2364ffULL },
u128 { 0x7f44e6bd49e807b8ULL, 0x8335616aed761f1fULL },
u128 { 0x5f16206c9c6209a6ULL, 0xa402b9c5a8d3a6e7ULL },
u128 { 0x36dba887c37a8c0fULL, 0xcd036837130890a1ULL },
u128 { 0xc2494954da2c9789ULL, 0x802221226be55a64ULL },
u128 { 0xf2db9baa10b7bd6cULL, 0xa02aa96b06deb0fdULL },
u128 { 0x6f92829494e5acc7ULL, 0xc83553c5c8965d3dULL },
u128 { 0xcb772339ba1f17f9ULL, 0xfa42a8b73abbf48cULL },
u128 { 0xff2a760414536efbULL, 0x9c69a97284b578d7ULL },
u128 { 0xfef5138519684abaULL, 0xc38413cf25e2d70dULL },
u128 { 0x7eb258665fc25d69ULL, 0xf46518c2ef5b8cd1ULL },
u128 { 0xef2f773ffbd97a61ULL, 0x98bf2f79d5993802ULL },
u128 { 0xaafb550ffacfd8faULL, 0xbeeefb584aff8603ULL },
u128 { 0x95ba2a53f983cf38ULL, 0xeeaaba2e5dbf6784ULL },
u128 { 0xdd945a747bf26183ULL, 0x952ab45cfa97a0b2ULL },
u128 { 0x94f971119aeef9e4ULL, 0xba756174393d88dfULL },
u128 { 0x7a37cd5601aab85dULL, 0xe912b9d1478ceb17ULL },
u128 { 0xac62e055c10ab33aULL, 0x91abb422ccb812eeULL },
u128 { 0x577b986b314d6009ULL, 0xb616a12b7fe617aaULL },
u128 { 0xed5a7e85fda0b80bULL, 0xe39c49765fdf9d94ULL },
u128 { 0x14588f13be847307ULL, 0x8e41ade9fbebc27dULL },
u128 { 0x596eb2d8ae258fc8ULL, 0xb1d219647ae6b31cULL },
u128 { 0x6fca5f8ed9aef3bbULL, 0xde469fbd99a05fe3ULL },
u128 { 0x25de7bb9480d5854ULL, 0x8aec23d680043beeULL },
u128 { 0xaf561aa79a10ae6aULL, 0xada72ccc20054ae9ULL },
u128 { 0x1b2ba1518094da04ULL, 0xd910f7ff28069da4ULL },
u128 { 0x90fb44d2f05d0842ULL, 0x87aa9aff79042286ULL },
u128 { 0x353a1607ac744a53ULL, 0xa99541bf57452b28ULL },
u128 { 0x42889b8997915ce8ULL, 0xd3fa922f2d1675f2ULL },
u128 { 0x69956135febada11ULL, 0x847c9b5d7c2e09b7ULL },
u128 { 0x43fab9837e699095ULL, 0xa59bc234db398c25ULL },