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std.math
Contains the elementary mathematical functions (powers, roots,
and trigonometric functions), and low-level floating-point operations.
Mathematical special functions are available in std.mathspecial.
Category | Members |
---|---|
Constants | E PI PI_2 PI_4 M_1_PI M_2_PI M_2_SQRTPI LN10 LN2 LOG2 LOG2E LOG2T LOG10E SQRT2 SQRT1_2 |
Classics | abs fabs sqrt cbrt hypot poly nextPow2 truncPow2 |
Trigonometry | sin cos tan asin acos atan atan2 sinh cosh tanh asinh acosh atanh expi |
Rounding | ceil floor round lround trunc rint lrint nearbyint rndtol quantize |
Exponentiation & Logarithms | pow exp exp2 expm1 ldexp frexp log log2 log10 logb ilogb log1p scalbn |
Modulus | fmod modf remainder |
Floating-point operations | approxEqual feqrel fdim fmax fmin fma nextDown nextUp nextafter NaN getNaNPayload cmp |
Introspection | isFinite isIdentical isInfinity isNaN isNormal isSubnormal signbit sgn copysign isPowerOf2 |
Complex Numbers | abs conj sin cos expi |
Hardware Control | IeeeFlags FloatingPointControl |
- 64 bit Big-endian 'double' (eg PowerPC)
- 128 bit Big-endian 'quadruple' (eg SPARC)
- 64 bit Little-endian 'double' (eg x86-SSE2)
- 80 bit Little-endian, with implied bit 'real80' (eg x87, Itanium)
- 128 bit Little-endian 'quadruple' (not implemented on any known processor!)
- Non-IEEE 128 bit Big-endian 'doubledouble' (eg PowerPC) has partial support
Status The semantics and names of feqrel and approxEqual will be revised.
License:
Authors:
Walter Bright, Don Clugston,
Conversion of CEPHES
math
library to D by Iain Buclaw and David Nadlinger
Source std/math.d
- enum real
E
; - e = 2.718281...
- enum real
LOG2T
; - log210 = 3.321928...
- enum real
LOG2E
; - log2e = 1.442695...
- enum real
LOG2
; - log102 = 0.301029...
- enum real
LOG10E
; - log10e = 0.434294...
- enum real
LN2
; - ln 2 = 0.693147...
- enum real
LN10
; - ln 10 = 2.302585...
- enum real
PI
; - π = 3.141592...
- enum real
PI_2
; - π / 2 = 1.570796...
- enum real
PI_4
; - π / 4 = 0.785398...
- enum real
M_1_PI
; - 1 / π = 0.318309...
- enum real
M_2_PI
; - 2 / π = 0.636619...
- enum real
M_2_SQRTPI
; - 2 / √π = 1.128379...
- enum real
SQRT2
; - √2 = 1.414213...
- enum real
SQRT1_2
; - √½ = 0.707106...
- pure nothrow @safe Num
abs
(Num)(Numx
)
if (is(typeof(Num.init >= 0)) && is(typeof(-Num.init)) && !(is(Num* : const(ifloat*)) || is(Num* : const(idouble*)) || is(Num* : const(ireal*))));
pure nothrow @nogc @safe autoabs
(Num)(Numz
)
if (is(Num* : const(cfloat*)) || is(Num* : const(cdouble*)) || is(Num* : const(creal*)));
pure nothrow @nogc @safe autoabs
(Num)(Numy
)
if (is(Num* : const(ifloat*)) || is(Num* : const(idouble*)) || is(Num* : const(ireal*))); - Calculates the absolute value of a numberParameters:
Num (template parameter) type of number Num x
real number value Num z
complex number value Num y
imaginary number value Returns:The absolute value of the number. If floating-point or integral, the return type will be the same as the input; if complex or imaginary, the returned value will be the corresponding floating point type. For complex numbers,abs
(z
) = sqrt(z
.re2 +z
.im2 ) = hypot(z
.re,z
.im).Examples:dittoassert(isIdentical(abs(-0.0L), 0.0L)); assert(isNaN(abs(real.nan))); writeln(abs(-real.infinity)); // real.infinity writeln(abs(-3.2Li)); // 3.2L writeln(abs(71.6Li)); // 71.6L writeln(abs(-56)); // 56 writeln(abs(2321312L)); // 2321312L writeln(abs(-1L + 1i)); // sqrt(2.0L)
- pure nothrow @nogc @safe auto
conj
(Num)(Numz
)
if (is(Num* : const(cfloat*)) || is(Num* : const(cdouble*)) || is(Num* : const(creal*)));
pure nothrow @nogc @safe autoconj
(Num)(Numy
)
if (is(Num* : const(ifloat*)) || is(Num* : const(idouble*)) || is(Num* : const(ireal*))); - Complex conjugate
conj
(x + iy) = x - iy Note thatz
*conj
(z
) =z
.re2 -z
.im2 is always a real numberExamples:creal c = 7 + 3Li; writeln(conj(c)); // 7 - 3Li ireal z = -3.2Li; writeln(conj(z)); // -z
- pure nothrow @nogc @safe real
cos
(realx
);
pure nothrow @nogc @safe doublecos
(doublex
);
pure nothrow @nogc @safe floatcos
(floatx
); - Returns cosine of
x
.x
is in radians.Special Values x
cos
(x
)invalid? NAN NAN yes ±∞ NAN yes Bugs:Results are undefined if |x
| >= 264. - pure nothrow @nogc @safe real
sin
(realx
);
pure nothrow @nogc @safe doublesin
(doublex
);
pure nothrow @nogc @safe floatsin
(floatx
); Special Values x
sin
(x
)invalid? NAN NAN yes ±0.0 ±0.0 no ±∞ NAN yes Parameters:real x
angle in radians (not degrees) Returns:sine ofx
Bugs:Results are undefined if |x
| >= 264.Examples:import std.math : sin, PI; import std.stdio : writefln; void someFunc() { real x = 30.0; auto result = sin(x * (PI / 180)); // convert degrees to radians writefln("The sine of %s degrees is %s", x, result); }
- pure nothrow @nogc @safe creal
sin
(crealz
);
pure nothrow @nogc @safe irealsin
(irealy
); - Returns sine for complex and imaginary arguments.
sin
(z
) =sin
(z
.re)*cosh(z
.im) + cos(z
.re)*sinh(z
.im)i If bothsin
(θ) and cos(θ) are required, it is most efficient to use expi(θ).Examples:writeln(sin(0.0 + 0.0i)); // 0.0 writeln(sin(2.0 + 0.0i)); // sin(2.0L)
- pure nothrow @nogc @safe creal
cos
(crealz
);
pure nothrow @nogc @safe realcos
(irealy
); - cosine, complex and imaginary
cos
(z
) =cos
(z
.re)*cosh(z
.im) - sin(z
.re)*sinh(z
.im)iExamples:writeln(cos(0.0 + 0.0i)); // 1.0 writeln(cos(1.3L + 0.0i)); // cos(1.3L) writeln(cos(5.2Li)); // cosh(5.2L)
- pure nothrow @nogc @trusted real
tan
(realx
); - Returns tangent of
x
.x
is in radians.Special Values x
tan
(x
)invalid? NAN NAN yes ±0.0 ±0.0 no ±∞ NAN yes - pure nothrow @nogc @safe real
acos
(realx
);
pure nothrow @nogc @safe doubleacos
(doublex
);
pure nothrow @nogc @safe floatacos
(floatx
); - Calculates the arc cosine of
x
, returning a value ranging from 0 to π.Special Values x
acos
(x
)invalid? >1.0 NAN yes <-1.0 NAN yes NAN NAN yes - pure nothrow @nogc @safe real
asin
(realx
);
pure nothrow @nogc @safe doubleasin
(doublex
);
pure nothrow @nogc @safe floatasin
(floatx
); - Calculates the arc sine of
x
, returning a value ranging from -π/2 to π/2.Special Values x
asin
(x
)invalid? ±0.0 ±0.0 no >1.0 NAN yes <-1.0 NAN yes - pure nothrow @nogc @safe real
atan
(realx
);
pure nothrow @nogc @safe doubleatan
(doublex
);
pure nothrow @nogc @safe floatatan
(floatx
); - Calculates the arc tangent of
x
, returning a value ranging from -π/2 to π/2.Special Values x
atan
(x
)invalid? ±0.0 ±0.0 no ±∞ NAN yes - pure nothrow @nogc @trusted real
atan2
(realy
, realx
);
pure nothrow @nogc @safe doubleatan2
(doubley
, doublex
);
pure nothrow @nogc @safe floatatan2
(floaty
, floatx
); - Calculates the arc tangent of
y
/x
, returning a value ranging from -π to π.Special Values y
x
atan( y
,x
)NAN anything NAN anything NAN NAN ±0.0 >0.0 ±0.0 ±0.0 +0.0 ±0.0 ±0.0 <0.0 ±π ±0.0 -0.0 ±π >0.0 ±0.0 π/2 <0.0 ±0.0 -π/2 >0.0 ∞ ±0.0 ±∞ anything ±π/2 >0.0 -∞ ±π ±∞ ∞ ±π/4 ±∞ -∞ ±3π/4 - pure nothrow @nogc @safe real
cosh
(realx
);
pure nothrow @nogc @safe doublecosh
(doublex
);
pure nothrow @nogc @safe floatcosh
(floatx
); - Calculates the hyperbolic cosine of
x
.Special Values x
cosh
(x
)invalid? ±∞ ±0.0 no - pure nothrow @nogc @safe real
sinh
(realx
);
pure nothrow @nogc @safe doublesinh
(doublex
);
pure nothrow @nogc @safe floatsinh
(floatx
); - Calculates the hyperbolic sine of
x
.Special Values x
sinh
(x
)invalid? ±0.0 ±0.0 no ±∞ ±∞ no - pure nothrow @nogc @safe real
tanh
(realx
);
pure nothrow @nogc @safe doubletanh
(doublex
);
pure nothrow @nogc @safe floattanh
(floatx
); - Calculates the hyperbolic tangent of
x
.Special Values x
tanh
(x
)invalid? ±0.0 ±0.0 no ±∞ ±1.0 no - pure nothrow @nogc @safe real
acosh
(realx
);
pure nothrow @nogc @safe doubleacosh
(doublex
);
pure nothrow @nogc @safe floatacosh
(floatx
); - Calculates the inverse hyperbolic cosine of
x
.Mathematically,acosh
(x
) = log(x
+ sqrt(x
*x
- 1))Domain X Range Y 1..∞ 0..∞ Special Values x
acosh
(x
)NAN NAN <1 NAN 1 0 +∞ +∞ - pure nothrow @nogc @safe real
asinh
(realx
);
pure nothrow @nogc @safe doubleasinh
(doublex
);
pure nothrow @nogc @safe floatasinh
(floatx
); - Calculates the inverse hyperbolic sine of
x
.Mathematically,asinh(x) = log( x + sqrt( x*x + 1 )) // if x >= +0 asinh(x) = -log(-x + sqrt( x*x + 1 )) // if x <= -0
Special Values x
asinh
(x
)NAN NAN ±0 ±0 ±∞ ±∞ - pure nothrow @nogc @safe real
atanh
(realx
);
pure nothrow @nogc @safe doubleatanh
(doublex
);
pure nothrow @nogc @safe floatatanh
(floatx
); - Calculates the inverse hyperbolic tangent of
x
, returning a value from ranging from -1 to 1.Mathematically,atanh
(x
) = log( (1+x
)/(1-x
) ) / 2Domain X Range Y -∞..∞ -1 .. 1
Special Values x
acosh( x
)NAN NAN ±0 ±0 -∞ -0 - pure nothrow @nogc @safe long
rndtol
(realx
);
pure nothrow @nogc @safe longrndtol
(doublex
);
pure nothrow @nogc @safe longrndtol
(floatx
); - Returns
x
rounded to a long value using the current rounding mode. If the integer value ofx
is greater than long.max, the result is indeterminate. - real
rndtonl
(realx
); - Returns
x
rounded to a long value using the FE_TONEAREST rounding mode. If the integer value ofx
is greater than long.max, the result is indeterminate. - pure nothrow @nogc @safe float
sqrt
(floatx
);
pure nothrow @nogc @safe doublesqrt
(doublex
);
pure nothrow @nogc @safe realsqrt
(realx
); - Compute square root of
x
.Special Values x
sqrt
(x
)invalid? -0.0 -0.0 no <0.0 NAN yes +∞ +∞ no - pure nothrow @nogc @trusted real
exp
(realx
);
pure nothrow @nogc @safe doubleexp
(doublex
);
pure nothrow @nogc @safe floatexp
(floatx
); - Calculates e
x
.Special Values x
e x
+∞ +∞ -∞ +0.0 NAN NAN - pure nothrow @nogc @trusted real
expm1
(realx
); - Calculates the value of the natural logarithm base (e) raised to the power of
x
, minus 1.For very smallx
,expm1
(x
) is more accurate than exp(x
)-1.Special Values x
e x
-1±0.0 ±0.0 +∞ +∞ -∞ -1.0 NAN NAN - pure nothrow @nogc @trusted real
exp2
(realx
); - Calculates 2
x
.Special Values x
exp2
(x
)+∞ +∞ -∞ +0.0 NAN NAN - pure nothrow @nogc @trusted creal
expi
(realy
); - Calculate cos(
y
) + i sin(y
).On many CPUs (such as x86), this is a very efficient operation; almost twice as fast as calculating sin(y
) and cos(y
) separately, and is the preferred method when both are required.Examples:writeln(expi(1.3e5L)); // cos(1.3e5L) + sin(1.3e5L) * 1i writeln(expi(0.0L)); // 1L + 0.0Li
- pure nothrow @nogc @trusted T
frexp
(T)(const Tvalue
, out intexp
)
if (isFloatingPoint!T); - Separate floating point
value
into significand and exponent.Returns:Calculate and return x andexp
such thatvalue
=x*2exp
and .5 <= |x| < 1.0 x has same sign asvalue
.Special Values value
returns exp
±0.0 ±0.0 0 +∞ +∞ int.max -∞ -∞ int.min ±NAN ±NAN int.min Examples:int exp; real mantissa = frexp(123.456L, exp); // check if values are equal to 19 decimal digits of precision assert(equalsDigit(mantissa * pow(2.0L, cast(real) exp), 123.456L, 19)); assert(frexp(-real.nan, exp) && exp == int.min); assert(frexp(real.nan, exp) && exp == int.min); assert(frexp(-real.infinity, exp) == -real.infinity && exp == int.min); assert(frexp(real.infinity, exp) == real.infinity && exp == int.max); assert(frexp(-0.0, exp) == -0.0 && exp == 0); assert(frexp(0.0, exp) == 0.0 && exp == 0);
- pure nothrow @nogc @trusted int
ilogb
(T)(const Tx
)
if (isFloatingPoint!T);
pure nothrow @nogc @safe intilogb
(T)(const Tx
)
if (isIntegral!T && isUnsigned!T);
pure nothrow @nogc @safe intilogb
(T)(const Tx
)
if (isIntegral!T && isSigned!T); - Extracts the exponent of
x
as a signed integral value.Ifx
is not a special value, the result is the same as cast(int) logb(x
).Special Values x
ilogb
(x
)Range error? 0 FP_ILOGB0 yes ±∞ int.max no NAN FP_ILOGBNAN no - pure nothrow @nogc @safe real
ldexp
(realn
, intexp
);
pure nothrow @nogc @safe doubleldexp
(doublen
, intexp
);
pure nothrow @nogc @safe floatldexp
(floatn
, intexp
); - Compute
n
* 2exp
References frexp
Examples:import std.meta : AliasSeq; foreach (T; AliasSeq!(float, double, real)) { T r; r = ldexp(3.0L, 3); writeln(r); // 24 r = ldexp(cast(T) 3.0, cast(int) 3); writeln(r); // 24 T n = 3.0; int exp = 3; r = ldexp(n, exp); writeln(r); // 24 }
- pure nothrow @nogc @safe real
log
(realx
); - Calculate the natural logarithm of
x
.Special Values x
log
(x
)divide by 0? invalid? ±0.0 -∞ yes no <0.0 NAN no yes +∞ +∞ no no Examples:writeln(log(E)); // 1
- pure nothrow @nogc @safe real
log10
(realx
); - Calculate the base-10 logarithm of
x
.Special Values x
log10
(x
)divide by 0? invalid? ±0.0 -∞ yes no <0.0 NAN no yes +∞ +∞ no no Examples:assert(fabs(log10(1000) - 3) < .000001);
- pure nothrow @nogc @safe real
log1p
(realx
); - Calculates the natural logarithm of 1 +
x
.For very smallx
,log1p
(x
) will be more accurate than log(1 +x
).Special Values x
log1p
(x
)divide by 0? invalid? ±0.0 ±0.0 no no -1.0 -∞ yes no <-1.0 NAN no yes +∞ -∞ no no - pure nothrow @nogc @safe real
log2
(realx
); - Calculates the base-2 logarithm of
x
: log2x
Special Values x
log2
(x
)divide by 0? invalid? ±0.0 -∞ yes no <0.0 NAN no yes +∞ +∞ no no Examples:// check if values are equal to 19 decimal digits of precision assert(equalsDigit(log2(1024.0L), 10, 19));
- nothrow @nogc @trusted real
logb
(realx
); - Extracts the exponent of
x
as a signed integral value.Ifx
is subnormal, it is treated as if it were normalized. For a positive, finitex
: 1 <=x
* FLT_RADIX-logb
(x
) < FLT_RADIXSpecial Values x
logb
(x
)divide by 0? ±∞ +∞ no ±0.0 -∞ yes - nothrow @nogc @trusted real
fmod
(realx
, realy
); - Calculates the remainder from the calculation
x
/y
.Returns:The value ofx
- i *y
, where i is the number of times thaty
can be completely subtracted fromx
. The result has the same sign asx
.Special Values x
y
fmod
(x
,y
)invalid? ±0.0 not 0.0 ±0.0 no ±∞ anything NAN yes anything ±0.0 NAN yes !=±∞ ±∞ x
no - nothrow @nogc @trusted real
modf
(realx
, ref reali
); - Breaks
x
into an integral part and a fractional part, each of which has the same sign asx
. The integral part is stored ini
.Returns:The fractional part ofx
.Special Values x
i
(on input)modf
(x
,i
)i
(on return)±∞ anything ±0.0 ±∞ - nothrow @nogc @trusted real
scalbn
(realx
, intn
); - Efficiently calculates
x
* 2n
.scalbn
handles underflow and overflow in the same fashion as the basic arithmetic operators.Special Values x
scalb( x
)±∞ ±∞ ±0.0 ±0.0 Examples:writeln(scalbn(-real.infinity, 5)); // -real.infinity
- nothrow @nogc @trusted real
cbrt
(realx
); - Calculates the cube root of
x
.Special Values x
cbrt
(x
)invalid? ±0.0 ±0.0 no NAN NAN yes ±∞ ±∞ no - pure nothrow @nogc @safe real
fabs
(realx
);
pure nothrow @nogc @safe doublefabs
(doublex
);
pure nothrow @nogc @safe floatfabs
(floatx
); - Returns |
x
|Special Values x
fabs
(x
)±0.0 +0.0 ±∞ +∞ - pure nothrow @nogc @safe real
hypot
(realx
, realy
); - Calculates the length of the hypotenuse of a right-angled triangle with sides of length
x
andy
. The hypotenuse is the value of the square root of the sums of the squares ofx
andy
:sqrt(x
2 +y
2) Note thathypot
(x
,y
),hypot
(y
,x
) andhypot
(x
, -y
) are equivalent.Special Values x
y
hypot
(x
,y
)invalid? x
±0.0 | x
|no ±∞ y
+∞ no ±∞ NAN +∞ no - pure nothrow @nogc @trusted real
ceil
(realx
); - Returns the value of
x
rounded upward to the next integer (toward positive infinity).Examples:writeln(ceil(+123.456L)); // +124 writeln(ceil(-123.456L)); // -123 writeln(ceil(-1.234L)); // -1 writeln(ceil(-0.123L)); // 0 writeln(ceil(0.0L)); // 0 writeln(ceil(+0.123L)); // 1 writeln(ceil(+1.234L)); // 2 writeln(ceil(real.infinity)); // real.infinity assert(isNaN(ceil(real.nan))); assert(isNaN(ceil(real.init)));
- pure nothrow @nogc @trusted real
floor
(realx
); - Returns the value of
x
rounded downward to the next integer (toward negative infinity).Examples:writeln(floor(+123.456L)); // +123 writeln(floor(-123.456L)); // -124 writeln(floor(-1.234L)); // -2 writeln(floor(-0.123L)); // -1 writeln(floor(0.0L)); // 0 writeln(floor(+0.123L)); // 0 writeln(floor(+1.234L)); // 1 writeln(floor(real.infinity)); // real.infinity assert(isNaN(floor(real.nan))); assert(isNaN(floor(real.init)));
- Unqual!F
quantize
(alias rfunc = rint, F)(const Fval
, const Funit
)
if (is(typeof(rfunc(F.init)) : F) && isFloatingPoint!F); - Round
val
to a multiple ofunit
. rfunc specifies the rounding function to use; by default this is rint, which uses the current rounding mode.Examples:writeln(12345.6789L.quantize(0.01L)); // 12345.68L writeln(12345.6789L.quantize!floor(0.01L)); // 12345.67L writeln(12345.6789L.quantize(22.0L)); // 12342.0L
Examples:writeln(12345.6789L.quantize(0)); // 12345.6789L assert(12345.6789L.quantize(real.infinity).isNaN); assert(12345.6789L.quantize(real.nan).isNaN); writeln(real.infinity.quantize(0.01L)); // real.infinity assert(real.infinity.quantize(real.nan).isNaN); assert(real.nan.quantize(0.01L).isNaN); assert(real.nan.quantize(real.infinity).isNaN); assert(real.nan.quantize(real.nan).isNaN);
- Unqual!F
quantize
(real base, alias rfunc = rint, F, E)(const Fval
, const Eexp
)
if (is(typeof(rfunc(F.init)) : F) && isFloatingPoint!F && isIntegral!E);
Unqual!Fquantize
(real base, long exp = 1, alias rfunc = rint, F)(const Fval
)
if (is(typeof(rfunc(F.init)) : F) && isFloatingPoint!F); - Round
val
to a multiple of pow(base,exp
). rfunc specifies the rounding function to use; by default this is rint, which uses the current rounding mode.Examples:writeln(12345.6789L.quantize!10(-2)); // 12345.68L writeln(12345.6789L.quantize!(10, -2)); // 12345.68L writeln(12345.6789L.quantize!(10, floor)(-2)); // 12345.67L writeln(12345.6789L.quantize!(10, -2, floor)); // 12345.67L writeln(12345.6789L.quantize!22(1)); // 12342.0L writeln(12345.6789L.quantize!22); // 12342.0L
- nothrow @nogc @trusted real
nearbyint
(realx
); - Rounds
x
to the nearest integer value, using the current rounding mode.Unlike the rint functions,nearbyint
does not raise the FE_INEXACT exception. - pure nothrow @nogc @safe real
rint
(realx
);
pure nothrow @nogc @safe doublerint
(doublex
);
pure nothrow @nogc @safe floatrint
(floatx
); - Rounds
x
to the nearest integer value, using the current rounding mode. If the return value is not equal tox
, the FE_INEXACT exception is raised. nearbyint performs the same operation, but does not set the FE_INEXACT exception. - pure nothrow @nogc @trusted long
lrint
(realx
); - Rounds
x
to the nearest integer value, using the current rounding mode.This is generally the fastest method to convert a floating-point number to an integer. Note that the results from this function depend on the rounding mode, if the fractional part ofx
is exactly 0.5. If using the default rounding mode (ties round to even integers)lrint
(4.5) == 4,lrint
(5.5)==6.Examples:writeln(lrint(4.5)); // 4 writeln(lrint(5.5)); // 6 writeln(lrint(-4.5)); // -4 writeln(lrint(-5.5)); // -6 writeln(lrint(int.max - 0.5)); // 2147483646L writeln(lrint(int.max + 0.5)); // 2147483648L writeln(lrint(int.min - 0.5)); // -2147483648L writeln(lrint(int.min + 0.5)); // -2147483648L
- nothrow @nogc @trusted real
round
(realx
); - Return the value of
x
rounded to the nearest integer. If the fractional part ofx
is exactly 0.5, the return value is rounded away from zero. - nothrow @nogc @trusted long
lround
(realx
); - Return the value of
x
rounded to the nearest integer.If the fractional part ofx
is exactly 0.5, the return value is rounded away from zero. This function is Posix-Only. - nothrow @nogc @trusted real
trunc
(realx
); - Returns the integer portion of
x
, dropping the fractional portion.This is also known as "chop" rounding. - nothrow @nogc @trusted real
remainder
(realx
, realy
); - Calculate the
remainder
x
REMy
, following IEC 60559.REM is the value ofx
-y
* n, where n is the integer nearest the exact value ofx
/y
. If |n -x
/y
| == 0.5, n is even. If the result is zero, it has the same sign asx
. Otherwise, the sign of the result is the sign ofx
/y
. Precision mode has no effect on theremainder
functions. remquo returns n in the parameter n.Special Values x
y
remainder
(x
,y
)n invalid? ±0.0 not 0.0 ±0.0 0.0 no ±∞ anything NAN ? yes anything ±0.0 NAN ? yes != ±∞ ±∞ x
? no remainder
not supported on Windows. - struct
IeeeFlags
; - IEEE exception status flags ('sticky bits')These flags indicate that an exceptional floating-point condition has occurred. They indicate that a NaN or an infinity has been generated, that a result is inexact, or that a signalling NaN has been encountered. If floating-point exceptions are enabled (unmasked), a hardware exception will be generated instead of setting these flags.Examples:
static void func() { int a = 10 * 10; } real a=3.5; // Set all the flags to zero resetIeeeFlags(); assert(!ieeeFlags.divByZero); // Perform a division by zero. a/=0.0L; writeln(a); // real.infinity assert(ieeeFlags.divByZero); // Create a NaN a*=0.0L; assert(ieeeFlags.invalid); assert(isNaN(a)); // Check that calling func() has no effect on the // status flags. IeeeFlags f = ieeeFlags; func(); writeln(ieeeFlags); // f
- const @property bool
inexact
(); - The result cannot be represented exactly, so rounding occurred.
Example x = sin(0.1);
- const @property bool
underflow
(); - A zero was generated by
underflow
Example x = real.min*real.epsilon/2;
- const @property bool
overflow
(); - An infinity was generated by
overflow
Example x = real.max*2;
- const @property bool
divByZero
(); - An infinity was generated by division by zero
Example x = 3/0.0;
- const @property bool
invalid
(); - A machine NaN was generated.
Example x = real.infinity * 0.0;
- @nogc void
resetIeeeFlags
(); - Set all of the floating-point status flags to
false
. - @property IeeeFlags
ieeeFlags
(); - Returns:snapshot of the current state of the floating-point status flags
- struct
FloatingPointControl
; - Control the Floating point hardwareChange the IEEE754 floating-point rounding mode and the floating-point hardware exceptions. By default, the rounding mode is roundToNearest and all hardware exceptions are disabled. For most applications, debugging is easier if the division by zero, overflow, and invalid operation exceptions are enabled. These three are combined into a severeExceptions value for convenience. Note in particular that if invalidException is enabled, a hardware trap will be generated whenever an uninitialized floating-point variable is used. All changes are temporary. The previous state is restored at the end of the scope.
Example
{ FloatingPointControl fpctrl; // Enable hardware exceptions for division by zero, overflow to infinity, // invalid operations, and uninitialized floating-point variables. fpctrl.enableExceptions(FloatingPointControl.severeExceptions); // This will generate a hardware exception, if x is a // default-initialized floating point variable: real x; // Add `= 0` or even `= real.nan` to not throw the exception. real y = x * 3.0; // The exception is only thrown for default-uninitialized NaN-s. // NaN-s with other payload are valid: real z = y * real.nan; // ok // Changing the rounding mode: fpctrl.rounding = FloatingPointControl.roundUp; assert(rint(1.1) == 2); // The set hardware exceptions will be disabled when leaving this scope. // The original rounding mode will also be restored. } // Ensure previous values are returned: assert(!FloatingPointControl.enabledExceptions); assert(FloatingPointControl.rounding == FloatingPointControl.roundToNearest); assert(rint(1.1) == 1);
- alias
RoundingMode
= uint; roundToNearest
roundDown
roundUp
roundToZero
- IEEE rounding modes. The default mode is
roundToNearest
. - @nogc @property void
rounding
(RoundingModenewMode
); - Change the floating-point hardware
rounding
mode - static @nogc @property RoundingMode
rounding
(); - Returns:the currently active
rounding
mode subnormalException
inexactException
underflowException
overflowException
divByZeroException
invalidException
severeExceptions
allExceptions
- IEEE hardware exceptions. By default, all exceptions are masked (disabled).
severeExceptions
= The overflow, division by zero, and invalid exceptions. - static nothrow @nogc @property @safe bool
hasExceptionTraps
(); - Returns:
true
if the current FPU supports exception trapping - @nogc void
enableExceptions
(uintexceptions
); - Enable (unmask) specific hardware
exceptions
. Multipleexceptions
may be ORed together. - @nogc void
disableExceptions
(uintexceptions
); - Disable (mask) specific hardware
exceptions
. Multipleexceptions
may be ORed together. - static @nogc @property uint
enabledExceptions
(); - Returns:the exceptions which are currently enabled (unmasked)
- pure nothrow @nogc @trusted bool
isNaN
(X)(Xx
)
if (isFloatingPoint!X); - Determines if
x
is NaN.Parameters:X x
a floating point number. Returns:true
ifx
is Nan.Examples:assert( isNaN(float.init)); assert( isNaN(-double.init)); assert( isNaN(real.nan)); assert( isNaN(-real.nan)); assert(!isNaN(cast(float) 53.6)); assert(!isNaN(cast(real)-53.6));
- pure nothrow @nogc @trusted bool
isFinite
(X)(Xx
); - Determines if
x
is finite.Parameters:X x
a floating point number. Returns:true
ifx
is finite.Examples:assert( isFinite(1.23f)); assert( isFinite(float.max)); assert( isFinite(float.min_normal)); assert(!isFinite(float.nan)); assert(!isFinite(float.infinity));
- pure nothrow @nogc @trusted bool
isNormal
(X)(Xx
); - Determines if
x
is normalized.A normalized number must not be zero, subnormal, infinite nor NAN.Parameters:X x
a floating point number. Returns:true
ifx
is normalized.Examples:float f = 3; double d = 500; real e = 10e+48; assert(isNormal(f)); assert(isNormal(d)); assert(isNormal(e)); f = d = e = 0; assert(!isNormal(f)); assert(!isNormal(d)); assert(!isNormal(e)); assert(!isNormal(real.infinity)); assert(isNormal(-real.max)); assert(!isNormal(real.min_normal/4));
- pure nothrow @nogc @trusted bool
isSubnormal
(X)(Xx
); - Determines if
x
is subnormal.Subnormals (also known as "denormal number"), have a 0 exponent and a 0 most significant mantissa bit.Parameters:X x
a floating point number. Returns:true
ifx
is a denormal number.Examples:import std.meta : AliasSeq; foreach (T; AliasSeq!(float, double, real)) { T f; for (f = 1.0; !isSubnormal(f); f /= 2) assert(f != 0); }
- pure nothrow @nogc @trusted bool
isInfinity
(X)(Xx
)
if (isFloatingPoint!X); - Determines if
x
is ±∞.Parameters:X x
a floating point number. Returns:true
ifx
is ±∞.Examples:assert(!isInfinity(float.init)); assert(!isInfinity(-float.init)); assert(!isInfinity(float.nan)); assert(!isInfinity(-float.nan)); assert(isInfinity(float.infinity)); assert(isInfinity(-float.infinity)); assert(isInfinity(-1.0f / 0.0f));
- pure nothrow @nogc @trusted bool
isIdentical
(realx
, realy
); - Is the binary representation of
x
identical toy
?Same as ==, except that positive and negative zero are not identical, and two NANs are identical if they have the same 'payload'. - pure nothrow @nogc @trusted int
signbit
(X)(Xx
); - Return 1 if sign bit of e is set, 0 if not.Examples:
assert(!signbit(float.nan)); assert(signbit(-float.nan)); assert(!signbit(168.1234f)); assert(signbit(-168.1234f)); assert(!signbit(0.0f)); assert(signbit(-0.0f)); assert(signbit(-float.max)); assert(!signbit(float.max)); assert(!signbit(double.nan)); assert(signbit(-double.nan)); assert(!signbit(168.1234)); assert(signbit(-168.1234)); assert(!signbit(0.0)); assert(signbit(-0.0)); assert(signbit(-double.max)); assert(!signbit(double.max)); assert(!signbit(real.nan)); assert(signbit(-real.nan)); assert(!signbit(168.1234L)); assert(signbit(-168.1234L)); assert(!signbit(0.0L)); assert(signbit(-0.0L)); assert(signbit(-real.max)); assert(!signbit(real.max));
- pure nothrow @nogc @trusted R
copysign
(R, X)(Rto
, Xfrom
)
if (isFloatingPoint!R && isFloatingPoint!X); - Return a value composed of
to
withfrom
's sign bit. - pure nothrow @nogc @safe F
sgn
(F)(Fx
); - Returns -1 if
x
< 0,x
ifx
== 0, 1 ifx
> 0, and NAN ifx
==NAN.Examples:writeln(sgn(168.1234)); // 1 writeln(sgn(-168.1234)); // -1 writeln(sgn(0.0)); // 0 writeln(sgn(-0.0)); // 0
- pure nothrow @nogc @trusted real
NaN
(ulongpayload
); - Create a quiet NAN, storing an integer inside the
payload
.For floats, the largest possiblepayload
is 0x3F_FFFF. For doubles, it is 0x3_FFFF_FFFF_FFFF. For 80-bit or 128-bit reals, it is 0x3FFF_FFFF_FFFF_FFFF. - pure nothrow @nogc @trusted ulong
getNaNPayload
(realx
); - Extract an integral payload from a NAN.Returns:the integer payload as a ulong. For floats, the largest possible payload is 0x3F_FFFF. For doubles, it is 0x3_FFFF_FFFF_FFFF. For 80-bit or 128-bit reals, it is 0x3FFF_FFFF_FFFF_FFFF.
- pure nothrow @nogc @trusted real
nextUp
(realx
);
pure nothrow @nogc @trusted doublenextUp
(doublex
);
pure nothrow @nogc @trusted floatnextUp
(floatx
); - Calculate the next largest floating point value after
x
.Return the least number greater thanx
that is representable as a real; thus, it gives the next point on the IEEE number line.Special Values x
nextUp
(x
)-∞ -real.max ±0.0 real.min_normal*real.epsilon real.max ∞ ∞ ∞ NAN NAN - pure nothrow @nogc @safe real
nextDown
(realx
);
pure nothrow @nogc @safe doublenextDown
(doublex
);
pure nothrow @nogc @safe floatnextDown
(floatx
); - Calculate the next smallest floating point value before
x
.Return the greatest number less thanx
that is representable as a real; thus, it gives the previous point on the IEEE number line.Special Values x
nextDown
(x
)∞ real.max ±0.0 -real.min_normal*real.epsilon -real.max -∞ -∞ -∞ NAN NAN Examples:writeln(nextDown(1.0 + real.epsilon)); // 1.0
- pure nothrow @nogc @safe T
nextafter
(T)(const Tx
, const Ty
); - Calculates the next representable value after
x
in the direction ofy
.Ify
>x
, the result will be the next largest floating-point value; ify
<x
, the result will be the next smallest value. Ifx
==y
, the result isy
.Remarks This function is not generally very useful; it's almost always better to use the faster functions nextUp() or nextDown() instead.
The FE_INEXACT and FE_OVERFLOW exceptions will be raised ifx
is finite and the function result is infinite. The FE_INEXACT and FE_UNDERFLOW exceptions will be raised if the function value is subnormal, andx
is not equal toy
.Examples:float a = 1; assert(is(typeof(nextafter(a, a)) == float)); assert(nextafter(a, a.infinity) > a); double b = 2; assert(is(typeof(nextafter(b, b)) == double)); assert(nextafter(b, b.infinity) > b); real c = 3; assert(is(typeof(nextafter(c, c)) == real)); assert(nextafter(c, c.infinity) > c);
- pure nothrow @nogc @safe real
fdim
(realx
, realy
); - Returns the positive difference between
x
andy
.Returns:Special Values x
,y
fdim
(x
,y
)x
>y
x
-y
x
<=y
+0.0 - pure nothrow @nogc @safe real
fmax
(realx
, realy
); - Returns the larger of
x
andy
. - pure nothrow @nogc @safe real
fmin
(realx
, realy
); - Returns the smaller of
x
andy
. - pure nothrow @nogc @safe real
fma
(realx
, realy
, realz
); - Returns (
x
*y
) +z
, rounding only once according to the current rounding mode.Bugs:Not currently implemented - rounds twice. - pure nothrow @nogc @trusted Unqual!F
pow
(F, G)(Fx
, Gn
)
if (isFloatingPoint!F && isIntegral!G); - Compute the value of
x
n
, wheren
is an integer - pure nothrow @nogc @trusted typeof(Unqual!F.init * Unqual!G.init)
pow
(F, G)(Fx
, Gn
)
if (isIntegral!F && isIntegral!G); - Compute the value of an integer
x
, raised to the power of a positive integern
.If bothx
andn
are 0, the result is 1. Ifn
is negative, an integer divide error will occur at runtime, regardless of the value ofx
.Examples:immutable int one = 1; immutable byte two = 2; immutable ubyte three = 3; immutable short four = 4; immutable long ten = 10; writeln(pow(two, three)); // 8 writeln(pow(two, ten)); // 1024 writeln(pow(one, ten)); // 1 writeln(pow(ten, four)); // 10_000 writeln(pow(four, 10)); // 1_048_576 writeln(pow(three, four)); // 81
- pure nothrow @nogc @trusted real
pow
(I, F)(Ix
, Fy
)
if (isIntegral!I && isFloatingPoint!F); - Computes integer to floating point powers.
- pure nothrow @nogc @trusted Unqual!(Largest!(F, G))
pow
(F, G)(Fx
, Gy
)
if (isFloatingPoint!F && isFloatingPoint!G); - Calculates
x
y
.Special Values x
y
pow
(x
,y
)div 0 invalid? anything ±0.0 1.0 no no | x
| > 1+∞ +∞ no no | x
| < 1+∞ +0.0 no no | x
| > 1-∞ +0.0 no no | x
| < 1-∞ +∞ no no +∞ > 0.0 +∞ no no +∞ < 0.0 +0.0 no no -∞ odd integer > 0.0 -∞ no no -∞ > 0.0, not odd integer +∞ no no -∞ odd integer < 0.0 -0.0 no no -∞ < 0.0, not odd integer +0.0 no no ±1.0 ±∞ NAN no yes < 0.0 finite, nonintegral NAN no yes ±0.0 odd integer < 0.0 ±∞ yes no ±0.0 < 0.0, not odd integer +∞ yes no ±0.0 odd integer > 0.0 ±0.0 no no ±0.0 > 0.0, not odd integer +0.0 no no - pure nothrow @nogc @trusted int
feqrel
(X)(const Xx
, const Xy
)
if (isFloatingPoint!X); - To what precision is
x
equal toy
?Returns:the number of mantissa bits which are equal inx
andy
. eg, 0x1.F8p+60 and 0x1.F1p+60 are equal to 5 bits of precision.Special Values x
y
feqrel
(x
,y
)x
x
real.mant_dig x
>= 2* x
0 x
<= x
/20 NAN any 0 any NAN 0 - pure nothrow @nogc @trusted Unqual!(CommonType!(T1, T2))
poly
(T1, T2)(T1x
, in T2[]A
)
if (isFloatingPoint!T1 && isFloatingPoint!T2); - Evaluate polynomial
A
(x
) = a0 + a1x
+ a2x
2 + a3x
3; ...Uses Horner's ruleA
(x
) = a0 +x
(a1 +x
(a2 +x
(a3 + ...)))Parameters:T1 x
the value to evaluate. T2[] A
array of coefficients a0, a1, etc. Examples:real x = 3.1; static real[] pp = [56.1, 32.7, 6]; writeln(poly(x, pp)); // (56.1L + (32.7L + 6.0L * x) * x)
- bool
approxEqual
(T, U, V)(Tlhs
, Urhs
, VmaxRelDiff
, VmaxAbsDiff
= 1e-05); - Computes whether two values are approximately equal, admitting a maximum relative difference, and a maximum absolute difference.Parameters:
T lhs
First item to compare. U rhs
Second item to compare. V maxRelDiff
Maximum allowable difference relative to rhs
.V maxAbsDiff
Maximum absolute difference. Returns:true if the two items are approximately equal under either criterium. If one item is a range, and the other is a single value, then the result is the logical and-ing of callingapproxEqual
on each element of the ranged item against the single item. If both items are ranges, thenapproxEqual
returns true if and only if the ranges have the same number of elements and ifapproxEqual
evaluates to true for each pair of elements. - bool
approxEqual
(T, U)(Tlhs
, Urhs
); - Returns
approxEqual
(lhs
,rhs
, 1e-2, 1e-5).Examples:assert(approxEqual(1.0, 1.0099)); assert(!approxEqual(1.0, 1.011)); float[] arr1 = [ 1.0, 2.0, 3.0 ]; double[] arr2 = [ 1.001, 1.999, 3 ]; assert(approxEqual(arr1, arr2)); real num = real.infinity; assert(num == real.infinity); // Passes. assert(approxEqual(num, real.infinity)); // Fails. num = -real.infinity; assert(num == -real.infinity); // Passes. assert(approxEqual(num, -real.infinity)); // Fails. assert(!approxEqual(3, 0)); assert(approxEqual(3, 3)); assert(approxEqual(3.0, 3)); assert(approxEqual([3, 3, 3], 3.0)); assert(approxEqual([3.0, 3.0, 3.0], 3)); int a = 10; assert(approxEqual(10, a));
- pure nothrow @nogc @trusted int
cmp
(T)(const(T)x
, const(T)y
)
if (isFloatingPoint!T); - Defines a total order on all floating-point numbers.The order is defined as follows:
- All numbers in [-∞, +∞] are ordered the same way as by built-in comparison, with the exception of -0.0, which is less than +0.0;
- If the sign bit is set (that is, it's 'negative'), NAN is less than any number; if the sign bit is not set (it is 'positive'), NAN is greater than any number;
- NANs of the same sign are ordered by the payload ('negative' ones - in reverse order).
Returns:negative value ifx
precedesy
in the order specified above; 0 ifx
andy
are identical, and positive value otherwise.See Also:Standards:Conforms to IEEE 754-2008Examples:Most numbers are ordered naturally.assert(cmp(-double.infinity, -double.max) < 0); assert(cmp(-double.max, -100.0) < 0); assert(cmp(-100.0, -0.5) < 0); assert(cmp(-0.5, 0.0) < 0); assert(cmp(0.0, 0.5) < 0); assert(cmp(0.5, 100.0) < 0); assert(cmp(100.0, double.max) < 0); assert(cmp(double.max, double.infinity) < 0); writeln(cmp(1.0, 1.0)); // 0
Examples:Positive and negative zeroes are distinct.assert(cmp(-0.0, +0.0) < 0); assert(cmp(+0.0, -0.0) > 0);
Examples:Depending on the sign, NANs go to either end of the spectrum.assert(cmp(-double.nan, -double.infinity) < 0); assert(cmp(double.infinity, double.nan) < 0); assert(cmp(-double.nan, double.nan) < 0);
Examples:NANs of the same sign are ordered by the payload.assert(cmp(NaN(10), NaN(20)) < 0); assert(cmp(-NaN(20), -NaN(10)) < 0);
- T
nextPow2
(T)(const Tval
)
if (isIntegral!T);
TnextPow2
(T)(const Tval
)
if (isFloatingPoint!T); - Gives the next power of two after
val
. T can be any built-in numerical type.If the operation would lead to an over/underflow, this function will return 0.Parameters:T val
any number Returns:the next power of two afterval
Examples:writeln(nextPow2(2)); // 4 writeln(nextPow2(10)); // 16 writeln(nextPow2(4000)); // 4096 writeln(nextPow2(-2)); // -4 writeln(nextPow2(-10)); // -16 writeln(nextPow2(uint.max)); // 0 writeln(nextPow2(uint.min)); // 0 writeln(nextPow2(size_t.max)); // 0 writeln(nextPow2(size_t.min)); // 0 writeln(nextPow2(int.max)); // 0 writeln(nextPow2(int.min)); // 0 writeln(nextPow2(long.max)); // 0 writeln(nextPow2(long.min)); // 0
Examples:writeln(nextPow2(2.1)); // 4.0 writeln(nextPow2(-2.0)); // -4.0 writeln(nextPow2(0.25)); // 0.5 writeln(nextPow2(-4.0)); // -8.0 writeln(nextPow2(double.max)); // 0.0 writeln(nextPow2(double.infinity)); // double.infinity
- T
truncPow2
(T)(const Tval
)
if (isIntegral!T);
TtruncPow2
(T)(const Tval
)
if (isFloatingPoint!T); - Gives the last power of two before
val
. <>> can be any built-in numerical type.Parameters:T val
any number Returns:the last power of two beforeval
Examples:writeln(truncPow2(3)); // 2 writeln(truncPow2(4)); // 4 writeln(truncPow2(10)); // 8 writeln(truncPow2(4000)); // 2048 writeln(truncPow2(-5)); // -4 writeln(truncPow2(-20)); // -16 writeln(truncPow2(uint.max)); // int.max + 1 writeln(truncPow2(uint.min)); // 0 writeln(truncPow2(ulong.max)); // long.max + 1 writeln(truncPow2(ulong.min)); // 0 writeln(truncPow2(int.max)); // (int.max / 2) + 1 writeln(truncPow2(int.min)); // int.min writeln(truncPow2(long.max)); // (long.max / 2) + 1 writeln(truncPow2(long.min)); // long.min
Examples:writeln(truncPow2(2.1)); // 2.0 writeln(truncPow2(7.0)); // 4.0 writeln(truncPow2(-1.9)); // -1.0 writeln(truncPow2(0.24)); // 0.125 writeln(truncPow2(-7.0)); // -4.0 writeln(truncPow2(double.infinity)); // double.infinity
- pure nothrow @nogc @safe bool
isPowerOf2
(X)(const Xx
)
if (isNumeric!X); - Check whether a number is an integer power of two.Note that only positive numbers can be integer powers of two. This function always return false if
x
is negative or zero.Parameters:X x
the number to test Returns:true ifx
is an integer power of two.Examples:assert( isPowerOf2(1.0L)); assert( isPowerOf2(2.0L)); assert( isPowerOf2(0.5L)); assert( isPowerOf2(pow(2.0L, 96))); assert( isPowerOf2(pow(2.0L, -77))); assert(!isPowerOf2(-2.0L)); assert(!isPowerOf2(-0.5L)); assert(!isPowerOf2(0.0L)); assert(!isPowerOf2(4.315)); assert(!isPowerOf2(1.0L / 3.0L)); assert(!isPowerOf2(real.nan)); assert(!isPowerOf2(real.infinity));
Examples:assert( isPowerOf2(1)); assert( isPowerOf2(2)); assert( isPowerOf2(1uL << 63)); assert(!isPowerOf2(-4)); assert(!isPowerOf2(0)); assert(!isPowerOf2(1337u));
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