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-This directory contains source for a library of binary -> decimal
-and decimal -> binary conversion routines, for single-, double-,
-and extended-precision IEEE binary floating-point arithmetic, and
-other IEEE-like binary floating-point, including "double double",
-as in
-
- T. J. Dekker, "A Floating-Point Technique for Extending the
- Available Precision", Numer. Math. 18 (1971), pp. 224-242
-
-and
-
- "Inside Macintosh: PowerPC Numerics", Addison-Wesley, 1994
-
-The conversion routines use double-precision floating-point arithmetic
-and, where necessary, high precision integer arithmetic. The routines
-are generalizations of the strtod and dtoa routines described in
-
- David M. Gay, "Correctly Rounded Binary-Decimal and
- Decimal-Binary Conversions", Numerical Analysis Manuscript
- No. 90-10, Bell Labs, Murray Hill, 1990;
- http://cm.bell-labs.com/cm/cs/what/ampl/REFS/rounding.ps.gz
-
-(based in part on papers by Clinger and Steele & White: see the
-references in the above paper).
-
-The present conversion routines should be able to use any of IEEE binary,
-VAX, or IBM-mainframe double-precision arithmetic internally, but I (dmg)
-have so far only had a chance to test them with IEEE double precision
-arithmetic.
-
-The core conversion routines are strtodg for decimal -> binary conversions
-and gdtoa for binary -> decimal conversions. These routines operate
-on arrays of unsigned 32-bit integers of type ULong, a signed 32-bit
-exponent of type Long, and arithmetic characteristics described in
-struct FPI; FPI, Long, and ULong are defined in gdtoa.h. File arith.h
-is supposed to provide #defines that cause gdtoa.h to define its
-types correctly. File arithchk.c is source for a program that
-generates a suitable arith.h on all systems where I've been able to
-test it.
-
-The core conversion routines are meant to be called by helper routines
-that know details of the particular binary arithmetic of interest and
-convert. The present directory provides helper routines for 5 variants
-of IEEE binary floating-point arithmetic, each indicated by one or
-two letters:
-
- f IEEE single precision
- d IEEE double precision
- x IEEE extended precision, as on Intel 80x87
- and software emulations of Motorola 68xxx chips
- that do not pad the way the 68xxx does, but
- only store 80 bits
- xL IEEE extended precision, as on Motorola 68xxx chips
- Q quad precision, as on Sun Sparc chips
- dd double double, pairs of IEEE double numbers
- whose sum is the desired value
-
-For decimal -> binary conversions, there are three families of
-helper routines: one for round-nearest (or the current rounding
-mode on IEEE-arithmetic systems that provide the C99 fegetround()
-function, if compiled with -DHonor_FLT_ROUNDS):
-
- strtof
- strtod
- strtodd
- strtopd
- strtopf
- strtopx
- strtopxL
- strtopQ
-
-one with rounding direction specified:
-
- strtorf
- strtord
- strtordd
- strtorx
- strtorxL
- strtorQ
-
-and one for computing an interval (at most one bit wide) that contains
-the decimal number:
-
- strtoIf
- strtoId
- strtoIdd
- strtoIx
- strtoIxL
- strtoIQ
-
-The latter call strtoIg, which makes one call on strtodg and adjusts
-the result to provide the desired interval. On systems where native
-arithmetic can easily make one-ulp adjustments on values in the
-desired floating-point format, it might be more efficient to use the
-native arithmetic. Routine strtodI is a variant of strtoId that
-illustrates one way to do this for IEEE binary double-precision
-arithmetic -- but whether this is more efficient remains to be seen.
-
-Functions strtod and strtof have "natural" return types, float and
-double -- strtod is specified by the C standard, and strtof appears
-in the stdlib.h of some systems, such as (at least some) Linux systems.
-The other functions write their results to their final argument(s):
-to the final two argument for the strtoI... (interval) functions,
-and to the final argument for the others (strtop... and strtor...).
-Where possible, these arguments have "natural" return types (double*
-or float*), to permit at least some type checking. In reality, they
-are viewed as arrays of ULong (or, for the "x" functions, UShort)
-values. On systems where long double is the appropriate type, one can
-pass long double* final argument(s) to these routines. The int value
-that these routines return is the return value from the call they make
-on strtodg; see the enum of possible return values in gdtoa.h.
-
-Source files g_ddfmt.c, misc.c, smisc.c, strtod.c, strtodg.c, and ulp.c
-should use true IEEE double arithmetic (not, e.g., double extended),
-at least for storing (and viewing the bits of) the variables declared
-"double" within them.
-
-One detail indicated in struct FPI is whether the target binary
-arithmetic departs from the IEEE standard by flushing denormalized
-numbers to 0. On systems that do this, the helper routines for
-conversion to double-double format (when compiled with
-Sudden_Underflow #defined) penalize the bottom of the exponent
-range so that they return a nonzero result only when the least
-significant bit of the less significant member of the pair of
-double values returned can be expressed as a normalized double
-value. An alternative would be to drop to 53-bit precision near
-the bottom of the exponent range. To get correct rounding, this
-would (in general) require two calls on strtodg (one specifying
-126-bit arithmetic, then, if necessary, one specifying 53-bit
-arithmetic).
-
-By default, the core routine strtodg and strtod set errno to ERANGE
-if the result overflows to +Infinity or underflows to 0. Compile
-these routines with NO_ERRNO #defined to inhibit errno assignments.
-
-Routine strtod is based on netlib's "dtoa.c from fp", and
-(f = strtod(s,se)) is more efficient for some conversions than, say,
-strtord(s,se,1,&f). Parts of strtod require true IEEE double
-arithmetic with the default rounding mode (round-to-nearest) and, on
-systems with IEEE extended-precision registers, double-precision
-(53-bit) rounding precision. If the machine uses (the equivalent of)
-Intel 80x87 arithmetic, the call
- _control87(PC_53, MCW_PC);
-does this with many compilers. Whether this or another call is
-appropriate depends on the compiler; for this to work, it may be
-necessary to #include "float.h" or another system-dependent header
-file.
-
-Source file strtodnrp.c gives a strtod that does not require 53-bit
-rounding precision on systems (such as Intel IA32 systems) that may
-suffer double rounding due to use of extended-precision registers.
-For some conversions this variant of strtod is less efficient than the
-one in strtod.c when the latter is run with 53-bit rounding precision.
-
-The values that the strto* routines return for NaNs are determined by
-gd_qnan.h, which the makefile generates by running the program whose
-source is qnan.c. Note that the rules for distinguishing signaling
-from quiet NaNs are system-dependent. For cross-compilation, you need
-to determine arith.h and gd_qnan.h suitably, e.g., using the
-arithmetic of the target machine.
-
-C99's hexadecimal floating-point constants are recognized by the
-strto* routines (but this feature has not yet been heavily tested).
-Compiling with NO_HEX_FP #defined disables this feature.
-
-When compiled with -DINFNAN_CHECK, the strto* routines recognize C99's
-NaN and Infinity syntax. Moreover, unless No_Hex_NaN is #defined, the
-strto* routines also recognize C99's NaN(...) syntax: they accept
-(case insensitively) strings of the form NaN(x), where x is a string
-of hexadecimal digits and spaces; if there is only one string of
-hexadecimal digits, it is taken for the fraction bits of the resulting
-NaN; if there are two or more strings of hexadecimal digits, each
-string is assigned to the next available sequence of 32-bit words of
-fractions bits (starting with the most significant), right-aligned in
-each sequence.
-
-For binary -> decimal conversions, I've provided just one family
-of helper routines:
-
- g_ffmt
- g_dfmt
- g_ddfmt
- g_xfmt
- g_xLfmt
- g_Qfmt
-
-which do a "%g" style conversion either to a specified number of decimal
-places (if their ndig argument is positive), or to the shortest
-decimal string that rounds to the given binary floating-point value
-(if ndig <= 0). They write into a buffer supplied as an argument
-and return either a pointer to the end of the string (a null character)
-in the buffer, if the buffer was long enough, or 0. Other forms of
-conversion are easily done with the help of gdtoa(), such as %e or %f
-style and conversions with direction of rounding specified (so that, if
-desired, the decimal value is either >= or <= the binary value).
-On IEEE-arithmetic systems that provide the C99 fegetround() function,
-if compiled with -DHonor_FLT_ROUNDS, these routines honor the current
-rounding mode.
-
-For an example of more general conversions based on dtoa(), see
-netlib's "printf.c from ampl/solvers".
-
-For double-double -> decimal, g_ddfmt() assumes IEEE-like arithmetic
-of precision max(126, #bits(input)) bits, where #bits(input) is the
-number of mantissa bits needed to represent the sum of the two double
-values in the input.
-
-The makefile creates a library, gdtoa.a. To use the helper
-routines, a program only needs to include gdtoa.h. All the
-source files for gdtoa.a include a more extensive gdtoaimp.h;
-among other things, gdtoaimp.h has #defines that make "internal"
-names end in _D2A. To make a "system" library, one could modify
-these #defines to make the names start with __.
-
-Various comments about possible #defines appear in gdtoaimp.h,
-but for most purposes, arith.h should set suitable #defines.
-
-Systems with preemptive scheduling of multiple threads require some
-manual intervention. On such systems, it's necessary to compile
-dmisc.c, dtoa.c gdota.c, and misc.c with MULTIPLE_THREADS #defined,
-and to provide (or suitably #define) two locks, acquired by
-ACQUIRE_DTOA_LOCK(n) and freed by FREE_DTOA_LOCK(n) for n = 0 or 1.
-(The second lock, accessed in pow5mult, ensures lazy evaluation of
-only one copy of high powers of 5; omitting this lock would introduce
-a small probability of wasting memory, but would otherwise be harmless.)
-Routines that call dtoa or gdtoa directly must also invoke freedtoa(s)
-to free the value s returned by dtoa or gdtoa. It's OK to do so whether
-or not MULTIPLE_THREADS is #defined, and the helper g_*fmt routines
-listed above all do this indirectly (in gfmt_D2A(), which they all call).
-
-By default, there is a private pool of memory of length 2000 bytes
-for intermediate quantities, and MALLOC (see gdtoaimp.h) is called only
-if the private pool does not suffice. 2000 is large enough that MALLOC
-is called only under very unusual circumstances (decimal -> binary
-conversion of very long strings) for conversions to and from double
-precision. For systems with preemptively scheduled multiple threads
-or for conversions to extended or quad, it may be appropriate to
-#define PRIVATE_MEM nnnn, where nnnn is a suitable value > 2000.
-For extended and quad precisions, -DPRIVATE_MEM=20000 is probably
-plenty even for many digits at the ends of the exponent range.
-Use of the private pool avoids some overhead.
-
-Directory test provides some test routines. See its README.
-I've also tested this stuff (except double double conversions)
-with Vern Paxson's testbase program: see
-
- V. Paxson and W. Kahan, "A Program for Testing IEEE Binary-Decimal
- Conversion", manuscript, May 1991,
- ftp://ftp.ee.lbl.gov/testbase-report.ps.Z .
-
-(The same ftp directory has source for testbase.)
-
-Some system-dependent additions to CFLAGS in the makefile:
-
- HU-UX: -Aa -Ae
- OSF (DEC Unix): -ieee_with_no_inexact
- SunOS 4.1x: -DKR_headers -DBad_float_h
-
-If you want to put this stuff into a shared library and your
-operating system requires export lists for shared libraries,
-the following would be an appropriate export list:
-
- dtoa
- freedtoa
- g_Qfmt
- g_ddfmt
- g_dfmt
- g_ffmt
- g_xLfmt
- g_xfmt
- gdtoa
- strtoIQ
- strtoId
- strtoIdd
- strtoIf
- strtoIx
- strtoIxL
- strtod
- strtodI
- strtodg
- strtof
- strtopQ
- strtopd
- strtopdd
- strtopf
- strtopx
- strtopxL
- strtorQ
- strtord
- strtordd
- strtorf
- strtorx
- strtorxL
-
-When time permits, I (dmg) hope to write in more detail about the
-present conversion routines; for now, this README file must suffice.
-Meanwhile, if you wish to write helper functions for other kinds of
-IEEE-like arithmetic, some explanation of struct FPI and the bits
-array may be helpful. Both gdtoa and strtodg operate on a bits array
-described by FPI *fpi. The bits array is of type ULong, a 32-bit
-unsigned integer type. Floating-point numbers have fpi->nbits bits,
-with the least significant 32 bits in bits[0], the next 32 bits in
-bits[1], etc. These numbers are regarded as integers multiplied by
-2^e (i.e., 2 to the power of the exponent e), where e is the second
-argument (be) to gdtoa and is stored in *exp by strtodg. The minimum
-and maximum exponent values fpi->emin and fpi->emax for normalized
-floating-point numbers reflect this arrangement. For example, the
-P754 standard for binary IEEE arithmetic specifies doubles as having
-53 bits, with normalized values of the form 1.xxxxx... times 2^(b-1023),
-with 52 bits (the x's) and the biased exponent b represented explicitly;
-b is an unsigned integer in the range 1 <= b <= 2046 for normalized
-finite doubles, b = 0 for denormals, and b = 2047 for Infinities and NaNs.
-To turn an IEEE double into the representation used by strtodg and gdtoa,
-we multiply 1.xxxx... by 2^52 (to make it an integer) and reduce the
-exponent e = (b-1023) by 52:
-
- fpi->emin = 1 - 1023 - 52
- fpi->emax = 1046 - 1023 - 52
-
-In various wrappers for IEEE double, we actually write -53 + 1 rather
-than -52, to emphasize that there are 53 bits including one implicit bit.
-Field fpi->rounding indicates the desired rounding direction, with
-possible values
- FPI_Round_zero = toward 0,
- FPI_Round_near = unbiased rounding -- the IEEE default,
- FPI_Round_up = toward +Infinity, and
- FPI_Round_down = toward -Infinity
-given in gdtoa.h.
-
-Field fpi->sudden_underflow indicates whether strtodg should return
-denormals or flush them to zero. Normal floating-point numbers have
-bit fpi->nbits in the bits array on. Denormals have it off, with
-exponent = fpi->emin. Strtodg provides distinct return values for normals
-and denormals; see gdtoa.h.
-
-Compiling g__fmt.c, strtod.c, and strtodg.c with -DUSE_LOCALE causes
-the decimal-point character to be taken from the current locale; otherwise
-it is '.'.
-
-Source files dtoa.c and strtod.c in this directory are derived from
-netlib's "dtoa.c from fp" and are meant to function equivalently.
-When compiled with Honor_FLT_ROUNDS #defined (on systems that provide
-FLT_ROUNDS and fegetround() as specified in the C99 standard), they
-honor the current rounding mode. Because FLT_ROUNDS is buggy on some
-(Linux) systems -- not reflecting calls on fesetround(), as the C99
-standard says it should -- when Honor_FLT_ROUNDS is #defined, the
-current rounding mode is obtained from fegetround() rather than from
-FLT_ROUNDS, unless Trust_FLT_ROUNDS is also #defined.
-
-Compile with -DUSE_LOCALE to use the current locale; otherwise
-decimal points are assumed to be '.'. With -DUSE_LOCALE, unless
-you also compile with -DNO_LOCALE_CACHE, the details about the
-current "decimal point" character string are cached and assumed not
-to change during the program's execution.
-
-Please send comments to David M. Gay (dmg at acm dot org, with " at "
-changed at "@" and " dot " changed to ".").