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// Written in the D programming language.
/**
* Contains the elementary mathematical functions (powers, roots,
* and trigonometric functions), and low-level floating-point operations.
* Mathematical special functions are available in `std.mathspecial`.
*
$(SCRIPT inhibitQuickIndex = 1;)
$(DIVC quickindex,
$(BOOKTABLE ,
$(TR $(TH Category) $(TH Members) )
$(TR $(TDNW $(SUBMODULE Constants, constants)) $(TD
$(SUBREF constants, E)
$(SUBREF constants, PI)
$(SUBREF constants, PI_2)
$(SUBREF constants, PI_4)
$(SUBREF constants, M_1_PI)
$(SUBREF constants, M_2_PI)
$(SUBREF constants, M_2_SQRTPI)
$(SUBREF constants, LN10)
$(SUBREF constants, LN2)
$(SUBREF constants, LOG2)
$(SUBREF constants, LOG2E)
$(SUBREF constants, LOG2T)
$(SUBREF constants, LOG10E)
$(SUBREF constants, SQRT2)
$(SUBREF constants, SQRT1_2)
))
$(TR $(TDNW $(SUBMODULE Algebraic, algebraic)) $(TD
$(SUBREF algebraic, abs)
$(SUBREF algebraic, fabs)
$(SUBREF algebraic, sqrt)
$(SUBREF algebraic, cbrt)
$(SUBREF algebraic, hypot)
$(SUBREF algebraic, poly)
$(SUBREF algebraic, nextPow2)
$(SUBREF algebraic, truncPow2)
))
$(TR $(TDNW $(SUBMODULE Trigonometry, trigonometry)) $(TD
$(SUBREF trigonometry, sin)
$(SUBREF trigonometry, cos)
$(SUBREF trigonometry, tan)
$(SUBREF trigonometry, asin)
$(SUBREF trigonometry, acos)
$(SUBREF trigonometry, atan)
$(SUBREF trigonometry, atan2)
$(SUBREF trigonometry, sinh)
$(SUBREF trigonometry, cosh)
$(SUBREF trigonometry, tanh)
$(SUBREF trigonometry, asinh)
$(SUBREF trigonometry, acosh)
$(SUBREF trigonometry, atanh)
))
$(TR $(TDNW $(SUBMODULE Rounding, rounding)) $(TD
$(SUBREF rounding, ceil)
$(SUBREF rounding, floor)
$(SUBREF rounding, round)
$(SUBREF rounding, lround)
$(SUBREF rounding, trunc)
$(SUBREF rounding, rint)
$(SUBREF rounding, lrint)
$(SUBREF rounding, nearbyint)
$(SUBREF rounding, rndtol)
$(SUBREF rounding, quantize)
))
$(TR $(TDNW $(SUBMODULE Exponentiation & Logarithms, exponential)) $(TD
$(SUBREF exponential, pow)
$(SUBREF exponential, powmod)
$(SUBREF exponential, exp)
$(SUBREF exponential, exp2)
$(SUBREF exponential, expm1)
$(SUBREF exponential, ldexp)
$(SUBREF exponential, frexp)
$(SUBREF exponential, log)
$(SUBREF exponential, log2)
$(SUBREF exponential, log10)
$(SUBREF exponential, logb)
$(SUBREF exponential, ilogb)
$(SUBREF exponential, log1p)
$(SUBREF exponential, scalbn)
))
$(TR $(TDNW $(SUBMODULE Remainder, remainder)) $(TD
$(SUBREF remainder, fmod)
$(SUBREF remainder, modf)
$(SUBREF remainder, remainder)
$(SUBREF remainder, remquo)
))
$(TR $(TDNW $(SUBMODULE Floating-point operations, operations)) $(TD
$(SUBREF operations, approxEqual)
$(SUBREF operations, feqrel)
$(SUBREF operations, fdim)
$(SUBREF operations, fmax)
$(SUBREF operations, fmin)
$(SUBREF operations, fma)
$(SUBREF operations, isClose)
$(SUBREF operations, nextDown)
$(SUBREF operations, nextUp)
$(SUBREF operations, nextafter)
$(SUBREF operations, NaN)
$(SUBREF operations, getNaNPayload)
$(SUBREF operations, cmp)
))
$(TR $(TDNW $(SUBMODULE Introspection, traits)) $(TD
$(SUBREF traits, isFinite)
$(SUBREF traits, isIdentical)
$(SUBREF traits, isInfinity)
$(SUBREF traits, isNaN)
$(SUBREF traits, isNormal)
$(SUBREF traits, isSubnormal)
$(SUBREF traits, signbit)
$(SUBREF traits, sgn)
$(SUBREF traits, copysign)
$(SUBREF traits, isPowerOf2)
))
$(TR $(TDNW $(SUBMODULE Hardware Control, hardware)) $(TD
$(SUBREF hardware, IeeeFlags)
$(SUBREF hardware, ieeeFlags)
$(SUBREF hardware, resetIeeeFlags)
$(SUBREF hardware, FloatingPointControl)
))
)
)
* The functionality closely follows the IEEE754-2008 standard for
* floating-point arithmetic, including the use of camelCase names rather
* than C99-style lower case names. All of these functions behave correctly
* when presented with an infinity or NaN.
*
* The following IEEE 'real' formats are currently supported:
* $(UL
* $(LI 64 bit Big-endian 'double' (eg PowerPC))
* $(LI 128 bit Big-endian 'quadruple' (eg SPARC))
* $(LI 64 bit Little-endian 'double' (eg x86-SSE2))
* $(LI 80 bit Little-endian, with implied bit 'real80' (eg x87, Itanium))
* $(LI 128 bit Little-endian 'quadruple' (not implemented on any known processor!))
* $(LI Non-IEEE 128 bit Big-endian 'doubledouble' (eg PowerPC) has partial support)
* )
* Unlike C, there is no global 'errno' variable. Consequently, almost all of
* these functions are pure nothrow.
*
* Macros:
* SUBMODULE = $(MREF_ALTTEXT $1, std, math, $2)
* SUBREF = $(REF_ALTTEXT $(TT $2), $2, std, math, $1)$(NBSP)
*
* Copyright: Copyright The D Language Foundation 2000 - 2011.
* D implementations of tan, atan, atan2, exp, expm1, exp2, log, log10, log1p,
* log2, floor, ceil and lrint functions are based on the CEPHES math library,
* which is Copyright (C) 2001 Stephen L. Moshier $(LT)steve@moshier.net$(GT)
* and are incorporated herein by permission of the author. The author
* reserves the right to distribute this material elsewhere under different
* copying permissions. These modifications are distributed here under
* the following terms:
* License: $(HTTP www.boost.org/LICENSE_1_0.txt, Boost License 1.0).
* Authors: $(HTTP digitalmars.com, Walter Bright), Don Clugston,
* Conversion of CEPHES math library to D by Iain Buclaw and David Nadlinger
* Source: $(PHOBOSSRC std/math/package.d)
*/
module std.math;
public import std.math.algebraic;
public import std.math.constants;
public import std.math.exponential;
public import std.math.operations;
public import std.math.hardware;
public import std.math.remainder;
public import std.math.rounding;
public import std.math.traits;
public import std.math.trigonometry;
// @@@DEPRECATED_2.102@@@
// Note: Exposed accidentally, should be deprecated / removed
deprecated("std.meta.AliasSeq was unintentionally available from std.math "
~ "and will be removed after 2.102. Please import std.meta instead")
public import std.meta : AliasSeq;
package(std): // Not public yet
/* Return the value that lies halfway between x and y on the IEEE number line.
*
* Formally, the result is the arithmetic mean of the binary significands of x
* and y, multiplied by the geometric mean of the binary exponents of x and y.
* x and y must have the same sign, and must not be NaN.
* Note: this function is useful for ensuring O(log n) behaviour in algorithms
* involving a 'binary chop'.
*
* Special cases:
* If x and y are within a factor of 2, (ie, feqrel(x, y) > 0), the return value
* is the arithmetic mean (x + y) / 2.
* If x and y are even powers of 2, the return value is the geometric mean,
* ieeeMean(x, y) = sqrt(x * y).
*
*/
T ieeeMean(T)(const T x, const T y) @trusted pure nothrow @nogc
in
{
// both x and y must have the same sign, and must not be NaN.
assert(signbit(x) == signbit(y));
assert(x == x && y == y);
}
do
{
// Runtime behaviour for contract violation:
// If signs are opposite, or one is a NaN, return 0.
if (!((x >= 0 && y >= 0) || (x <= 0 && y <= 0))) return 0.0;
// The implementation is simple: cast x and y to integers,
// average them (avoiding overflow), and cast the result back to a floating-point number.
alias F = floatTraits!(T);
T u;
static if (F.realFormat == RealFormat.ieeeExtended ||
F.realFormat == RealFormat.ieeeExtended53)
{
// There's slight additional complexity because they are actually
// 79-bit reals...
ushort *ue = cast(ushort *)&u;
ulong *ul = cast(ulong *)&u;
ushort *xe = cast(ushort *)&x;
ulong *xl = cast(ulong *)&x;
ushort *ye = cast(ushort *)&y;
ulong *yl = cast(ulong *)&y;
// Ignore the useless implicit bit. (Bonus: this prevents overflows)
ulong m = ((*xl) & 0x7FFF_FFFF_FFFF_FFFFL) + ((*yl) & 0x7FFF_FFFF_FFFF_FFFFL);
// @@@ BUG? @@@
// Cast shouldn't be here
ushort e = cast(ushort) ((xe[F.EXPPOS_SHORT] & F.EXPMASK)
+ (ye[F.EXPPOS_SHORT] & F.EXPMASK));
if (m & 0x8000_0000_0000_0000L)
{
++e;
m &= 0x7FFF_FFFF_FFFF_FFFFL;
}
// Now do a multi-byte right shift
const uint c = e & 1; // carry
e >>= 1;
m >>>= 1;
if (c)
m |= 0x4000_0000_0000_0000L; // shift carry into significand
if (e)
*ul = m | 0x8000_0000_0000_0000L; // set implicit bit...
else
*ul = m; // ... unless exponent is 0 (subnormal or zero).
ue[4]= e | (xe[F.EXPPOS_SHORT]& 0x8000); // restore sign bit
}
else static if (F.realFormat == RealFormat.ieeeQuadruple)
{
// This would be trivial if 'ucent' were implemented...
ulong *ul = cast(ulong *)&u;
ulong *xl = cast(ulong *)&x;
ulong *yl = cast(ulong *)&y;
// Multi-byte add, then multi-byte right shift.
import core.checkedint : addu;
bool carry;
ulong ml = addu(xl[MANTISSA_LSB], yl[MANTISSA_LSB], carry);
ulong mh = carry + (xl[MANTISSA_MSB] & 0x7FFF_FFFF_FFFF_FFFFL) +
(yl[MANTISSA_MSB] & 0x7FFF_FFFF_FFFF_FFFFL);
ul[MANTISSA_MSB] = (mh >>> 1) | (xl[MANTISSA_MSB] & 0x8000_0000_0000_0000);
ul[MANTISSA_LSB] = (ml >>> 1) | (mh & 1) << 63;
}
else static if (F.realFormat == RealFormat.ieeeDouble)
{
ulong *ul = cast(ulong *)&u;
ulong *xl = cast(ulong *)&x;
ulong *yl = cast(ulong *)&y;
ulong m = (((*xl) & 0x7FFF_FFFF_FFFF_FFFFL)
+ ((*yl) & 0x7FFF_FFFF_FFFF_FFFFL)) >>> 1;
m |= ((*xl) & 0x8000_0000_0000_0000L);
*ul = m;
}
else static if (F.realFormat == RealFormat.ieeeSingle)
{
uint *ul = cast(uint *)&u;
uint *xl = cast(uint *)&x;
uint *yl = cast(uint *)&y;
uint m = (((*xl) & 0x7FFF_FFFF) + ((*yl) & 0x7FFF_FFFF)) >>> 1;
m |= ((*xl) & 0x8000_0000);
*ul = m;
}
else
{
assert(0, "Not implemented");
}
return u;
}
@safe pure nothrow @nogc unittest
{
assert(ieeeMean(-0.0,-1e-20)<0);
assert(ieeeMean(0.0,1e-20)>0);
assert(ieeeMean(1.0L,4.0L)==2L);
assert(ieeeMean(2.0*1.013,8.0*1.013)==4*1.013);
assert(ieeeMean(-1.0L,-4.0L)==-2L);
assert(ieeeMean(-1.0,-4.0)==-2);
assert(ieeeMean(-1.0f,-4.0f)==-2f);
assert(ieeeMean(-1.0,-2.0)==-1.5);
assert(ieeeMean(-1*(1+8*real.epsilon),-2*(1+8*real.epsilon))
==-1.5*(1+5*real.epsilon));
assert(ieeeMean(0x1p60,0x1p-10)==0x1p25);
static if (floatTraits!(real).realFormat == RealFormat.ieeeExtended)
{
assert(ieeeMean(1.0L,real.infinity)==0x1p8192L);
assert(ieeeMean(0.0L,real.infinity)==1.5);
}
assert(ieeeMean(0.5*real.min_normal*(1-4*real.epsilon),0.5*real.min_normal)
== 0.5*real.min_normal*(1-2*real.epsilon));
}
// The following IEEE 'real' formats are currently supported.
version (LittleEndian)
{
static assert(real.mant_dig == 53 || real.mant_dig == 64
|| real.mant_dig == 113,
"Only 64-bit, 80-bit, and 128-bit reals"~
" are supported for LittleEndian CPUs");
}
else
{
static assert(real.mant_dig == 53 || real.mant_dig == 113,
"Only 64-bit and 128-bit reals are supported for BigEndian CPUs.");
}
// Underlying format exposed through floatTraits
enum RealFormat
{
ieeeHalf,
ieeeSingle,
ieeeDouble,
ieeeExtended, // x87 80-bit real
ieeeExtended53, // x87 real rounded to precision of double.
ibmExtended, // IBM 128-bit extended
ieeeQuadruple,
}
// Constants used for extracting the components of the representation.
// They supplement the built-in floating point properties.
template floatTraits(T)
{
import std.traits : Unqual;
// EXPMASK is a ushort mask to select the exponent portion (without sign)
// EXPSHIFT is the number of bits the exponent is left-shifted by in its ushort
// EXPBIAS is the exponent bias - 1 (exp == EXPBIAS yields ×2^-1).
// EXPPOS_SHORT is the index of the exponent when represented as a ushort array.
// SIGNPOS_BYTE is the index of the sign when represented as a ubyte array.
// RECIP_EPSILON is the value such that (smallest_subnormal) * RECIP_EPSILON == T.min_normal
enum Unqual!T RECIP_EPSILON = (1/T.epsilon);
static if (T.mant_dig == 24)
{
// Single precision float
enum ushort EXPMASK = 0x7F80;
enum ushort EXPSHIFT = 7;
enum ushort EXPBIAS = 0x3F00;
enum uint EXPMASK_INT = 0x7F80_0000;
enum uint MANTISSAMASK_INT = 0x007F_FFFF;
enum realFormat = RealFormat.ieeeSingle;
version (LittleEndian)
{
enum EXPPOS_SHORT = 1;
enum SIGNPOS_BYTE = 3;
}
else
{
enum EXPPOS_SHORT = 0;
enum SIGNPOS_BYTE = 0;
}
}
else static if (T.mant_dig == 53)
{
static if (T.sizeof == 8)
{
// Double precision float, or real == double
enum ushort EXPMASK = 0x7FF0;
enum ushort EXPSHIFT = 4;
enum ushort EXPBIAS = 0x3FE0;
enum uint EXPMASK_INT = 0x7FF0_0000;
enum uint MANTISSAMASK_INT = 0x000F_FFFF; // for the MSB only
enum realFormat = RealFormat.ieeeDouble;
version (LittleEndian)
{
enum EXPPOS_SHORT = 3;
enum SIGNPOS_BYTE = 7;
}
else
{
enum EXPPOS_SHORT = 0;
enum SIGNPOS_BYTE = 0;
}
}
else static if (T.sizeof == 12)
{
// Intel extended real80 rounded to double
enum ushort EXPMASK = 0x7FFF;
enum ushort EXPSHIFT = 0;
enum ushort EXPBIAS = 0x3FFE;
enum realFormat = RealFormat.ieeeExtended53;
version (LittleEndian)
{
enum EXPPOS_SHORT = 4;
enum SIGNPOS_BYTE = 9;
}
else
{
enum EXPPOS_SHORT = 0;
enum SIGNPOS_BYTE = 0;
}
}
else
static assert(false, "No traits support for " ~ T.stringof);
}
else static if (T.mant_dig == 64)
{
// Intel extended real80
enum ushort EXPMASK = 0x7FFF;
enum ushort EXPSHIFT = 0;
enum ushort EXPBIAS = 0x3FFE;
enum realFormat = RealFormat.ieeeExtended;
version (LittleEndian)
{
enum EXPPOS_SHORT = 4;
enum SIGNPOS_BYTE = 9;
}
else
{
enum EXPPOS_SHORT = 0;
enum SIGNPOS_BYTE = 0;
}
}
else static if (T.mant_dig == 113)
{
// Quadruple precision float
enum ushort EXPMASK = 0x7FFF;
enum ushort EXPSHIFT = 0;
enum ushort EXPBIAS = 0x3FFE;
enum realFormat = RealFormat.ieeeQuadruple;
version (LittleEndian)
{
enum EXPPOS_SHORT = 7;
enum SIGNPOS_BYTE = 15;
}
else
{
enum EXPPOS_SHORT = 0;
enum SIGNPOS_BYTE = 0;
}
}
else static if (T.mant_dig == 106)
{
// IBM Extended doubledouble
enum ushort EXPMASK = 0x7FF0;
enum ushort EXPSHIFT = 4;
enum realFormat = RealFormat.ibmExtended;
// For IBM doubledouble the larger magnitude double comes first.
// It's really a double[2] and arrays don't index differently
// between little and big-endian targets.
enum DOUBLEPAIR_MSB = 0;
enum DOUBLEPAIR_LSB = 1;
// The exponent/sign byte is for most significant part.
version (LittleEndian)
{
enum EXPPOS_SHORT = 3;
enum SIGNPOS_BYTE = 7;
}
else
{
enum EXPPOS_SHORT = 0;
enum SIGNPOS_BYTE = 0;
}
}
else
static assert(false, "No traits support for " ~ T.stringof);
}
// These apply to all floating-point types
version (LittleEndian)
{
enum MANTISSA_LSB = 0;
enum MANTISSA_MSB = 1;
}
else
{
enum MANTISSA_LSB = 1;
enum MANTISSA_MSB = 0;
}
|