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strconv: extend fast parsing algorithm to ParseFloat(s, 32)
benchmark old ns/op new ns/op delta BenchmarkAtof32Decimal 215 73 -65.72% BenchmarkAtof32Float 233 83 -64.21% BenchmarkAtof32FloatExp 3351 209 -93.76% BenchmarkAtof32Random 1939 260 -86.59% R=rsc CC=golang-dev, remy https://golang.org/cl/6294071
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@ -411,33 +411,35 @@ func atof64exact(mantissa uint64, exp int, neg bool) (f float64, ok bool) {
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return
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}
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// If possible to convert decimal d to 32-bit float f exactly,
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// If possible to compute mantissa*10^exp to 32-bit float f exactly,
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// entirely in floating-point math, do so, avoiding the machinery above.
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func (d *decimal) atof32() (f float32, ok bool) {
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// Exact integers are <= 10^7.
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// Exact powers of ten are <= 10^10.
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if d.nd > 7 {
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func atof32exact(mantissa uint64, exp int, neg bool) (f float32, ok bool) {
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if mantissa>>float32info.mantbits != 0 {
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return
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}
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f = float32(mantissa)
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if neg {
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f = -f
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}
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switch {
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case d.dp == d.nd: // int
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f := d.atof32int()
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case exp == 0:
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return f, true
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case d.dp > d.nd && d.dp <= 7+10: // int * 10^k
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f := d.atof32int()
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k := d.dp - d.nd
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// Exact integers are <= 10^7.
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// Exact powers of ten are <= 10^10.
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case exp > 0 && exp <= 7+10: // int * 10^k
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// If exponent is big but number of digits is not,
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// can move a few zeros into the integer part.
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if k > 10 {
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f *= float32pow10[k-10]
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k = 10
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if exp > 10 {
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f *= float32pow10[exp-10]
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exp = 10
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}
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return f * float32pow10[k], true
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case d.dp < d.nd && d.nd-d.dp <= 10: // int / 10^k
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f := d.atof32int()
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return f / float32pow10[d.nd-d.dp], true
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if f > 1e7 || f < -1e7 {
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// the exponent was really too large.
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return
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}
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return f * float32pow10[exp], true
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case exp < 0 && exp >= -10: // int / 10^k
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return f / float32pow10[-exp], true
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}
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return
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}
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@ -449,15 +451,32 @@ func atof32(s string) (f float32, err error) {
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return float32(val), nil
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}
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if optimize {
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// Parse mantissa and exponent.
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mantissa, exp, neg, trunc, ok := readFloat(s)
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if ok {
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// Try pure floating-point arithmetic conversion.
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if !trunc {
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if f, ok := atof32exact(mantissa, exp, neg); ok {
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return f, nil
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}
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}
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// Try another fast path.
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ext := new(extFloat)
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if ok := ext.AssignDecimal(mantissa, exp, neg, trunc, &float32info); ok {
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b, ovf := ext.floatBits(&float32info)
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f = math.Float32frombits(uint32(b))
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if ovf {
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err = rangeError(fnParseFloat, s)
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}
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return f, err
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}
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}
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}
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var d decimal
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if !d.set(s) {
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return 0, syntaxError(fnParseFloat, s)
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}
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if optimize {
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if f, ok := d.atof32(); ok {
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return f, nil
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}
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}
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b, ovf := d.floatBits(&float32info)
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f = math.Float32frombits(uint32(b))
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if ovf {
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@ -483,8 +502,8 @@ func atof64(s string) (f float64, err error) {
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}
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// Try another fast path.
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ext := new(extFloat)
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if ok := ext.AssignDecimal(mantissa, exp, neg, trunc); ok {
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b, ovf := ext.floatBits()
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if ok := ext.AssignDecimal(mantissa, exp, neg, trunc, &float64info); ok {
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b, ovf := ext.floatBits(&float64info)
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f = math.Float64frombits(b)
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if ovf {
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err = rangeError(fnParseFloat, s)
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@ -134,6 +134,46 @@ var atoftests = []atofTest{
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{"1.00000000000000011102230246251565404236316680908203125" + strings.Repeat("0", 10000) + "1", "1.0000000000000002", nil},
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}
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var atof32tests = []atofTest{
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// Exactly halfway between 1 and the next float32.
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// Round to even (down).
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{"1.000000059604644775390625", "1", nil},
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// Slightly lower.
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{"1.000000059604644775390624", "1", nil},
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// Slightly higher.
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{"1.000000059604644775390626", "1.0000001", nil},
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// Slightly higher, but you have to read all the way to the end.
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{"1.000000059604644775390625" + strings.Repeat("0", 10000) + "1", "1.0000001", nil},
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// largest float32: (1<<128) * (1 - 2^-24)
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{"340282346638528859811704183484516925440", "3.4028235e+38", nil},
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{"-340282346638528859811704183484516925440", "-3.4028235e+38", nil},
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// next float32 - too large
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{"3.4028236e38", "+Inf", ErrRange},
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{"-3.4028236e38", "-Inf", ErrRange},
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// the border is 3.40282356779...e+38
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// borderline - okay
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{"3.402823567e38", "3.4028235e+38", nil},
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{"-3.402823567e38", "-3.4028235e+38", nil},
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// borderline - too large
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{"3.4028235678e38", "+Inf", ErrRange},
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{"-3.4028235678e38", "-Inf", ErrRange},
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// Denormals: less than 2^-126
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{"1e-38", "1e-38", nil},
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{"1e-39", "1e-39", nil},
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{"1e-40", "1e-40", nil},
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{"1e-41", "1e-41", nil},
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{"1e-42", "1e-42", nil},
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{"1e-43", "1e-43", nil},
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{"1e-44", "1e-44", nil},
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{"6e-45", "6e-45", nil}, // 4p-149 = 5.6e-45
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{"5e-45", "6e-45", nil},
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// Smallest denormal
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{"1e-45", "1e-45", nil}, // 1p-149 = 1.4e-45
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{"2e-45", "1e-45", nil},
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}
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type atofSimpleTest struct {
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x float64
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s string
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@ -154,6 +194,12 @@ func init() {
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test.err = &NumError{"ParseFloat", test.in, test.err}
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}
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}
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for i := range atof32tests {
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test := &atof32tests[i]
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if test.err != nil {
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test.err = &NumError{"ParseFloat", test.in, test.err}
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}
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}
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// Generate random inputs for tests and benchmarks
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rand.Seed(time.Now().UnixNano())
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@ -206,6 +252,19 @@ func testAtof(t *testing.T, opt bool) {
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}
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}
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}
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for _, test := range atof32tests {
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out, err := ParseFloat(test.in, 32)
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out32 := float32(out)
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if float64(out32) != out {
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t.Errorf("ParseFloat(%v, 32) = %v, not a float32 (closest is %v)", test.in, out, float64(out32))
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continue
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}
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outs := FormatFloat(float64(out32), 'g', -1, 32)
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if outs != test.out || !reflect.DeepEqual(err, test.err) {
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t.Errorf("ParseFloat(%v, 32) = %v, %v want %v, %v # %v",
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test.in, out32, err, test.out, test.err, out)
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}
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}
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SetOptimize(oldopt)
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}
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@ -264,6 +323,35 @@ func TestRoundTrip(t *testing.T) {
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}
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}
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// TestRoundTrip32 tries a fraction of all finite positive float32 values.
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func TestRoundTrip32(t *testing.T) {
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step := uint32(997)
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if testing.Short() {
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step = 99991
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}
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count := 0
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for i := uint32(0); i < 0xff<<23; i += step {
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f := math.Float32frombits(i)
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if i&1 == 1 {
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f = -f // negative
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}
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s := FormatFloat(float64(f), 'g', -1, 32)
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parsed, err := ParseFloat(s, 32)
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parsed32 := float32(parsed)
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switch {
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case err != nil:
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t.Errorf("ParseFloat(%q, 32) gave error %s", s, err)
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case float64(parsed32) != parsed:
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t.Errorf("ParseFloat(%q, 32) = %v, not a float32 (nearest is %v)", s, parsed, parsed32)
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case parsed32 != f:
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t.Errorf("ParseFloat(%q, 32) = %b (expected %b)", s, parsed32, f)
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}
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count++
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}
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t.Logf("tested %d float32's", count)
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}
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func BenchmarkAtof64Decimal(b *testing.B) {
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for i := 0; i < b.N; i++ {
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ParseFloat("33909", 64)
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@ -299,3 +387,35 @@ func BenchmarkAtof64RandomFloats(b *testing.B) {
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ParseFloat(benchmarksRandomNormal[i%1024], 64)
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}
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}
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func BenchmarkAtof32Decimal(b *testing.B) {
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for i := 0; i < b.N; i++ {
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ParseFloat("33909", 32)
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}
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}
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func BenchmarkAtof32Float(b *testing.B) {
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for i := 0; i < b.N; i++ {
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ParseFloat("339.778", 32)
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}
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}
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func BenchmarkAtof32FloatExp(b *testing.B) {
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for i := 0; i < b.N; i++ {
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ParseFloat("12.3456e32", 32)
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}
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}
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var float32strings [4096]string
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func BenchmarkAtof32Random(b *testing.B) {
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n := uint32(997)
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for i := range float32strings {
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n = (99991*n + 42) % (0xff << 23)
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float32strings[i] = FormatFloat(float64(math.Float32frombits(n)), 'g', -1, 32)
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}
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b.ResetTimer()
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for i := 0; i < b.N; i++ {
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ParseFloat(float32strings[i%4096], 32)
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}
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}
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@ -127,8 +127,7 @@ var powersOfTen = [...]extFloat{
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// floatBits returns the bits of the float64 that best approximates
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// the extFloat passed as receiver. Overflow is set to true if
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// the resulting float64 is ±Inf.
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func (f *extFloat) floatBits() (bits uint64, overflow bool) {
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flt := &float64info
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func (f *extFloat) floatBits(flt *floatInfo) (bits uint64, overflow bool) {
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f.Normalize()
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exp := f.exp + 63
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@ -140,7 +139,7 @@ func (f *extFloat) floatBits() (bits uint64, overflow bool) {
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exp += n
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}
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// Extract 1+flt.mantbits bits.
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// Extract 1+flt.mantbits bits from the 64-bit mantissa.
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mant := f.mant >> (63 - flt.mantbits)
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if f.mant&(1<<(62-flt.mantbits)) != 0 {
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// Round up.
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@ -266,8 +265,9 @@ var uint64pow10 = [...]uint64{
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// AssignDecimal sets f to an approximate value mantissa*10^exp. It
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// returns true if the value represented by f is guaranteed to be the
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// best approximation of d after being rounded to a float64.
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func (f *extFloat) AssignDecimal(mantissa uint64, exp10 int, neg bool, trunc bool) (ok bool) {
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// best approximation of d after being rounded to a float64 or
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// float32 depending on flt.
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func (f *extFloat) AssignDecimal(mantissa uint64, exp10 int, neg bool, trunc bool, flt *floatInfo) (ok bool) {
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const uint64digits = 19
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const errorscale = 8
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errors := 0 // An upper bound for error, computed in errorscale*ulp.
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@ -315,10 +315,10 @@ func (f *extFloat) AssignDecimal(mantissa uint64, exp10 int, neg bool, trunc boo
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// The 64 bits mantissa is 1 + 52 bits for float64 + 11 extra bits.
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//
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// In many cases the approximation will be good enough.
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const denormalExp = -1023 - 63
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flt := &float64info
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denormalExp := flt.bias - 63
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var extrabits uint
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if f.exp <= denormalExp {
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// f.mant * 2^f.exp is smaller than 2^(flt.bias+1).
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extrabits = uint(63 - flt.mantbits + 1 + uint(denormalExp-f.exp))
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} else {
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extrabits = uint(63 - flt.mantbits)
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