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strconv: Implement Ryū algorithm for ftoa shortest mode
This patch implements the algorithm from Ulf Adams, "Ryū: Fast Float-to-String Conversion" (doi:10.1145/3192366.3192369) for formatting floating-point numbers with a fixed number of decimal digits. It is not a direct translation of the reference C implementation but still follows the original paper. In particular, it uses full 128-bit powers of 10, which allows for more precision in the other modes (fixed ftoa, atof). name old time/op new time/op delta AppendFloat/Decimal-4 49.6ns ± 3% 59.3ns ± 0% +19.59% (p=0.008 n=5+5) AppendFloat/Float-4 122ns ± 1% 91ns ± 1% -25.92% (p=0.008 n=5+5) AppendFloat/Exp-4 89.3ns ± 1% 100.0ns ± 1% +11.98% (p=0.008 n=5+5) AppendFloat/NegExp-4 88.3ns ± 2% 97.1ns ± 1% +9.87% (p=0.008 n=5+5) AppendFloat/LongExp-4 143ns ± 2% 103ns ± 0% -28.17% (p=0.016 n=5+4) AppendFloat/Big-4 144ns ± 1% 110ns ± 1% -23.26% (p=0.008 n=5+5) AppendFloat/BinaryExp-4 46.2ns ± 2% 46.0ns ± 1% ~ (p=0.603 n=5+5) AppendFloat/32Integer-4 49.1ns ± 1% 58.7ns ± 1% +19.57% (p=0.008 n=5+5) AppendFloat/32ExactFraction-4 95.6ns ± 1% 88.6ns ± 1% -7.30% (p=0.008 n=5+5) AppendFloat/32Point-4 122ns ± 1% 87ns ± 1% -28.63% (p=0.008 n=5+5) AppendFloat/32Exp-4 88.6ns ± 2% 95.0ns ± 1% +7.29% (p=0.008 n=5+5) AppendFloat/32NegExp-4 87.2ns ± 1% 91.3ns ± 1% +4.63% (p=0.008 n=5+5) AppendFloat/32Shortest-4 107ns ± 1% 82ns ± 0% -24.08% (p=0.008 n=5+5) AppendFloat/Slowpath64-4 1.00µs ± 1% 0.10µs ± 0% -89.92% (p=0.016 n=5+4) AppendFloat/SlowpathDenormal64-4 34.1µs ± 3% 0.1µs ± 1% -99.72% (p=0.008 n=5+5) Fixes #15672 Change-Id: Ib90dfa245f62490a6666671896013cf3f9a1fb22 Reviewed-on: https://go-review.googlesource.com/c/go/+/170080 Trust: Emmanuel Odeke <emmanuel@orijtech.com> Trust: Nigel Tao <nigeltao@golang.org> Run-TryBot: Emmanuel Odeke <emmanuel@orijtech.com> TryBot-Result: Go Bot <gobot@golang.org> Reviewed-by: Nigel Tao <nigeltao@golang.org>
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@ -113,15 +113,11 @@ func genericFtoa(dst []byte, val float64, fmt byte, prec, bitSize int) []byte {
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// Negative precision means "only as much as needed to be exact."
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shortest := prec < 0
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if shortest {
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// Try Grisu3 algorithm.
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f := new(extFloat)
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lower, upper := f.AssignComputeBounds(mant, exp, neg, flt)
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// Use Ryu algorithm.
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var buf [32]byte
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digs.d = buf[:]
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ok = f.ShortestDecimal(&digs, &lower, &upper)
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if !ok {
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return bigFtoa(dst, prec, fmt, neg, mant, exp, flt)
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}
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ryuFtoaShortest(&digs, mant, exp-int(flt.mantbits), flt)
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ok = true
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// Precision for shortest representation mode.
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switch fmt {
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case 'e', 'E':
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@ -40,6 +40,7 @@ var ftoatests = []ftoaTest{
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{200000, 'x', -1, "0x1.86ap+17"},
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{200000, 'X', -1, "0X1.86AP+17"},
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{2000000, 'g', -1, "2e+06"},
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{1e10, 'g', -1, "1e+10"},
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// g conversion and zero suppression
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{400, 'g', 2, "4e+02"},
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@ -84,6 +85,7 @@ var ftoatests = []ftoaTest{
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{1.2355, 'f', 3, "1.236"},
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{1234567890123456.5, 'e', 15, "1.234567890123456e+15"},
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{1234567890123457.5, 'e', 15, "1.234567890123458e+15"},
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{108678236358137.625, 'g', -1, "1.0867823635813762e+14"},
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{1e23, 'e', 17, "9.99999999999999916e+22"},
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{1e23, 'f', 17, "99999999999999991611392.00000000000000000"},
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@ -191,6 +193,25 @@ func TestFtoa(t *testing.T) {
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}
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}
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func TestFtoaPowersOfTwo(t *testing.T) {
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for exp := -2048; exp <= 2048; exp++ {
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f := math.Ldexp(1, exp)
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if !math.IsInf(f, 0) {
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s := FormatFloat(f, 'e', -1, 64)
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if x, _ := ParseFloat(s, 64); x != f {
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t.Errorf("failed roundtrip %v => %s => %v", f, s, x)
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}
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}
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f32 := float32(f)
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if !math.IsInf(float64(f32), 0) {
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s := FormatFloat(float64(f32), 'e', -1, 32)
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if x, _ := ParseFloat(s, 32); float32(x) != f32 {
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t.Errorf("failed roundtrip %v => %s => %v", f32, s, float32(x))
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}
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}
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}
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}
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func TestFtoaRandom(t *testing.T) {
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N := int(1e4)
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if testing.Short() {
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@ -240,6 +261,7 @@ var ftoaBenches = []struct {
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{"Float", 339.7784, 'g', -1, 64},
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{"Exp", -5.09e75, 'g', -1, 64},
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{"NegExp", -5.11e-95, 'g', -1, 64},
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{"LongExp", 1.234567890123456e-78, 'g', -1, 64},
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{"Big", 123456789123456789123456789, 'g', -1, 64},
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{"BinaryExp", -1, 'b', -1, 64},
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@ -249,6 +271,7 @@ var ftoaBenches = []struct {
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{"32Point", 339.7784, 'g', -1, 32},
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{"32Exp", -5.09e25, 'g', -1, 32},
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{"32NegExp", -5.11e-25, 'g', -1, 32},
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{"32Shortest", 1.234567e-8, 'g', -1, 32},
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{"32Fixed8Hard", math.Ldexp(15961084, -125), 'e', 8, 32},
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{"32Fixed9Hard", math.Ldexp(14855922, -83), 'e', 9, 32},
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@ -264,7 +287,14 @@ var ftoaBenches = []struct {
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{"64Fixed18Hard", math.Ldexp(6994187472632449, 690), 'e', 18, 64},
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// Trigger slow path (see issue #15672).
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{"Slowpath64", 622666234635.3213e-320, 'e', -1, 64},
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// The shortest is: 8.034137530808823e+43
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{"Slowpath64", 8.03413753080882349e+43, 'e', -1, 64},
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// This denormal is pathological because the lower/upper
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// halfways to neighboring floats are:
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// 622666234635.321003e-320 ~= 622666234635.321e-320
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// 622666234635.321497e-320 ~= 622666234635.3215e-320
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// making it hard to find the 3rd digit
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{"SlowpathDenormal64", 622666234635.3213e-320, 'e', -1, 64},
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}
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func BenchmarkFormatFloat(b *testing.B) {
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@ -218,6 +218,109 @@ func formatDecimal(d *decimalSlice, m uint64, trunc bool, roundUp bool, prec int
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d.dp = d.nd + trimmed
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}
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// ryuFtoaShortest formats mant*2^exp with prec decimal digits.
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func ryuFtoaShortest(d *decimalSlice, mant uint64, exp int, flt *floatInfo) {
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if mant == 0 {
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d.nd, d.dp = 0, 0
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return
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}
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// If input is an exact integer with fewer bits than the mantissa,
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// the previous and next integer are not admissible representations.
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if exp <= 0 && bits.TrailingZeros64(mant) >= -exp {
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mant >>= uint(-exp)
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ryuDigits(d, mant, mant, mant, true, false)
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return
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}
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ml, mc, mu, e2 := computeBounds(mant, exp, flt)
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if e2 == 0 {
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ryuDigits(d, ml, mc, mu, true, false)
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return
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}
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// Find 10^q *larger* than 2^-e2
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q := mulByLog2Log10(-e2) + 1
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// We are going to multiply by 10^q using 128-bit arithmetic.
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// The exponent is the same for all 3 numbers.
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var dl, dc, du uint64
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var dl0, dc0, du0 bool
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if flt == &float32info {
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var dl32, dc32, du32 uint32
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dl32, _, dl0 = mult64bitPow10(uint32(ml), e2, q)
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dc32, _, dc0 = mult64bitPow10(uint32(mc), e2, q)
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du32, e2, du0 = mult64bitPow10(uint32(mu), e2, q)
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dl, dc, du = uint64(dl32), uint64(dc32), uint64(du32)
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} else {
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dl, _, dl0 = mult128bitPow10(ml, e2, q)
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dc, _, dc0 = mult128bitPow10(mc, e2, q)
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du, e2, du0 = mult128bitPow10(mu, e2, q)
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}
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if e2 >= 0 {
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panic("not enough significant bits after mult128bitPow10")
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}
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// Is it an exact computation?
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if q > 55 {
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// Large positive powers of ten are not exact
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dl0, dc0, du0 = false, false, false
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}
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if q < 0 && q >= -24 {
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// Division by a power of ten may be exact.
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// (note that 5^25 is a 59-bit number so division by 5^25 is never exact).
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if divisibleByPower5(ml, -q) {
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dl0 = true
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}
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if divisibleByPower5(mc, -q) {
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dc0 = true
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}
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if divisibleByPower5(mu, -q) {
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du0 = true
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}
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}
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// Express the results (dl, dc, du)*2^e2 as integers.
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// Extra bits must be removed and rounding hints computed.
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extra := uint(-e2)
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extraMask := uint64(1<<extra - 1)
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// Now compute the floored, integral base 10 mantissas.
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dl, fracl := dl>>extra, dl&extraMask
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dc, fracc := dc>>extra, dc&extraMask
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du, fracu := du>>extra, du&extraMask
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// Is it allowed to use 'du' as a result?
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// It is always allowed when it is truncated, but also
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// if it is exact and the original binary mantissa is even
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// When disallowed, we can substract 1.
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uok := !du0 || fracu > 0
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if du0 && fracu == 0 {
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uok = mant&1 == 0
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}
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if !uok {
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du--
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}
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// Is 'dc' the correctly rounded base 10 mantissa?
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// The correct rounding might be dc+1
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cup := false // don't round up.
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if dc0 {
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// If we computed an exact product, the half integer
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// should round to next (even) integer if 'dc' is odd.
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cup = fracc > 1<<(extra-1) ||
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(fracc == 1<<(extra-1) && dc&1 == 1)
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} else {
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// otherwise, the result is a lower truncation of the ideal
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// result.
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cup = fracc>>(extra-1) == 1
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}
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// Is 'dl' an allowed representation?
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// Only if it is an exact value, and if the original binary mantissa
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// was even.
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lok := dl0 && fracl == 0 && (mant&1 == 0)
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if !lok {
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dl++
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}
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// We need to remember whether the trimmed digits of 'dc' are zero.
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c0 := dc0 && fracc == 0
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// render digits
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ryuDigits(d, dl, dc, du, c0, cup)
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d.dp -= q
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}
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// mulByLog2Log10 returns math.Floor(x * log(2)/log(10)) for an integer x in
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// the range -1600 <= x && x <= +1600.
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//
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return (x * 108853) >> 15
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}
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// computeBounds returns a floating-point vector (l, c, u)×2^e2
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// where the mantissas are 55-bit (or 26-bit) integers, describing the interval
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// represented by the input float64 or float32.
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func computeBounds(mant uint64, exp int, flt *floatInfo) (lower, central, upper uint64, e2 int) {
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if mant != 1<<flt.mantbits || exp == flt.bias+1-int(flt.mantbits) {
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// regular case (or denormals)
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lower, central, upper = 2*mant-1, 2*mant, 2*mant+1
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e2 = exp - 1
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return
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} else {
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// border of an exponent
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lower, central, upper = 4*mant-1, 4*mant, 4*mant+2
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e2 = exp - 2
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return
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}
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}
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func ryuDigits(d *decimalSlice, lower, central, upper uint64,
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c0, cup bool) {
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lhi, llo := divmod1e9(lower)
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chi, clo := divmod1e9(central)
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uhi, ulo := divmod1e9(upper)
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if uhi == 0 {
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// only low digits (for denormals)
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ryuDigits32(d, llo, clo, ulo, c0, cup, 8)
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} else if lhi < uhi {
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// truncate 9 digits at once.
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if llo != 0 {
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lhi++
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}
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c0 = c0 && clo == 0
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cup = (clo > 5e8) || (clo == 5e8 && cup)
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ryuDigits32(d, lhi, chi, uhi, c0, cup, 8)
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d.dp += 9
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} else {
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d.nd = 0
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// emit high part
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n := uint(9)
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for v := chi; v > 0; {
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v1, v2 := v/10, v%10
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v = v1
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n--
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d.d[n] = byte(v2 + '0')
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}
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d.d = d.d[n:]
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d.nd = int(9 - n)
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// emit low part
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ryuDigits32(d, llo, clo, ulo,
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c0, cup, d.nd+8)
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}
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// trim trailing zeros
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for d.nd > 0 && d.d[d.nd-1] == '0' {
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d.nd--
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}
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// trim initial zeros
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for d.nd > 0 && d.d[0] == '0' {
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d.nd--
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d.dp--
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d.d = d.d[1:]
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}
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}
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// ryuDigits32 emits decimal digits for a number less than 1e9.
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func ryuDigits32(d *decimalSlice, lower, central, upper uint32,
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c0, cup bool, endindex int) {
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if upper == 0 {
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d.dp = endindex + 1
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return
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}
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trimmed := 0
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// Remember last trimmed digit to check for round-up.
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// c0 will be used to remember zeroness of following digits.
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cNextDigit := 0
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for upper > 0 {
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// Repeatedly compute:
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// l = Ceil(lower / 10^k)
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// c = Round(central / 10^k)
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// u = Floor(upper / 10^k)
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// and stop when c goes out of the (l, u) interval.
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l := (lower + 9) / 10
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c, cdigit := central/10, central%10
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u := upper / 10
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if l > u {
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// don't trim the last digit as it is forbidden to go below l
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// other, trim and exit now.
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break
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}
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// Check that we didn't cross the lower boundary.
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// The case where l < u but c == l-1 is essentially impossible,
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// but may happen if:
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// lower = ..11
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// central = ..19
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// upper = ..31
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// and means that 'central' is very close but less than
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// an integer ending with many zeros, and usually
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// the "round-up" logic hides the problem.
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if l == c+1 && c < u {
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c++
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cdigit = 0
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cup = false
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}
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trimmed++
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// Remember trimmed digits of c
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c0 = c0 && cNextDigit == 0
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cNextDigit = int(cdigit)
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lower, central, upper = l, c, u
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}
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// should we round up?
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if trimmed > 0 {
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cup = cNextDigit > 5 ||
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(cNextDigit == 5 && !c0) ||
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(cNextDigit == 5 && c0 && central&1 == 1)
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}
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if central < upper && cup {
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central++
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}
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// We know where the number ends, fill directly
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endindex -= trimmed
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v := central
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n := endindex
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for n > d.nd {
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v1, v2 := v/100, v%100
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d.d[n] = smallsString[2*v2+1]
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d.d[n-1] = smallsString[2*v2+0]
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n -= 2
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v = v1
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}
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if n == d.nd {
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d.d[n] = byte(v + '0')
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}
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d.nd = endindex + 1
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d.dp = d.nd + trimmed
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}
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// mult64bitPow10 takes a floating-point input with a 25-bit
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// mantissa and multiplies it with 10^q. The resulting mantissa
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// is m*P >> 57 where P is a 64-bit element of the detailedPowersOfTen tables.
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@ -249,7 +486,8 @@ func mulByLog10Log2(x int) int {
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// exact = ε == 0
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func mult64bitPow10(m uint32, e2, q int) (resM uint32, resE int, exact bool) {
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if q == 0 {
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return m << 7, e2 - 7, true
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// P == 1<<63
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return m << 6, e2 - 6, true
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}
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if q < detailedPowersOfTenMinExp10 || detailedPowersOfTenMaxExp10 < q {
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// This never happens due to the range of float32/float64 exponent
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@ -276,7 +514,8 @@ func mult64bitPow10(m uint32, e2, q int) (resM uint32, resE int, exact bool) {
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// exact = ε == 0
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func mult128bitPow10(m uint64, e2, q int) (resM uint64, resE int, exact bool) {
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if q == 0 {
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return m << 9, e2 - 9, true
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// P == 1<<127
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return m << 8, e2 - 8, true
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}
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if q < detailedPowersOfTenMinExp10 || detailedPowersOfTenMaxExp10 < q {
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// This never happens due to the range of float32/float64 exponent
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@ -309,3 +548,15 @@ func divisibleByPower5(m uint64, k int) bool {
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}
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return true
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}
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// divmod1e9 computes quotient and remainder of division by 1e9,
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// avoiding runtime uint64 division on 32-bit platforms.
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func divmod1e9(x uint64) (uint32, uint32) {
|
||||
if !host32bit {
|
||||
return uint32(x / 1e9), uint32(x % 1e9)
|
||||
}
|
||||
// Use the same sequence of operations as the amd64 compiler.
|
||||
hi, _ := bits.Mul64(x>>1, 0x89705f4136b4a598) // binary digits of 1e-9
|
||||
q := hi >> 28
|
||||
return uint32(q), uint32(x - q*1e9)
|
||||
}
|
||||
|
|
Loading…
Reference in a new issue