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g_ddfmt.c20-Mar-20114.4K
g_dfmt.c01-Aug-20192.7K
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README19-Mar-201115.4K
smisc.c13-Mar-20123.9K
strtod.c23-Jan-202423.2K
strtodg.c06-May-202121.9K
strtodI.c01-Aug-20194K
strtodnrp.c20-Mar-20112.7K
strtof.c17-May-20132.6K
strtof_vaxf.c17-May-20132.5K
strtoId.c01-Aug-20192K
strtoIdd.c01-Aug-20192.2K
strtoIf.c01-Aug-20192K
strtoIg.c06-May-20213.7K
strtoIQ.c01-Aug-20192K
strtoIx.c01-Aug-20192.1K
strtoIxL.c01-Aug-20192K
strtold_pQ.c15-Mar-2006117
strtold_px.c15-Mar-2006117
strtold_pxL.c15-Mar-2006119
strtold_subr.c17-May-20131.3K
strtopd.c01-Aug-20191.8K
strtopdd.c01-Aug-20194.7K
strtopf.c01-Aug-20192.2K
strtopQ.c18-Apr-20132.7K
strtopx.c18-Apr-20132.7K
strtopxL.c18-Apr-20132.5K
strtord.c18-Apr-20132.5K
strtordd.c20-Mar-20115K
strtorf.c20-Mar-20112.5K
strtorQ.c01-Aug-20193K
strtorx.c20-Mar-20113K
strtorxL.c20-Mar-20112.8K
sum.c21-Mar-20082.6K
test/09-Nov-2022
ulp.c20-Mar-20111.9K
xsum0.out19-Mar-20111.2K

README

      1 This directory contains source for a library of binary -> decimal
      2 and decimal -> binary conversion routines, for single-, double-,
      3 and extended-precision IEEE binary floating-point arithmetic, and
      4 other IEEE-like binary floating-point, including "double double",
      5 as in
      6 
      7 	T. J. Dekker, "A Floating-Point Technique for Extending the
      8 	Available Precision", Numer. Math. 18 (1971), pp. 224-242
      9 
     10 and
     11 
     12 	"Inside Macintosh: PowerPC Numerics", Addison-Wesley, 1994
     13 
     14 The conversion routines use double-precision floating-point arithmetic
     15 and, where necessary, high precision integer arithmetic.  The routines
     16 are generalizations of the strtod and dtoa routines described in
     17 
     18 	David M. Gay, "Correctly Rounded Binary-Decimal and
     19 	Decimal-Binary Conversions", Numerical Analysis Manuscript
     20 	No. 90-10, Bell Labs, Murray Hill, 1990;
     21 	http://cm.bell-labs.com/cm/cs/what/ampl/REFS/rounding.ps.gz
     22 
     23 (based in part on papers by Clinger and Steele & White: see the
     24 references in the above paper).
     25 
     26 The present conversion routines should be able to use any of IEEE binary,
     27 VAX, or IBM-mainframe double-precision arithmetic internally, but I (dmg)
     28 have so far only had a chance to test them with IEEE double precision
     29 arithmetic.
     30 
     31 The core conversion routines are strtodg for decimal -> binary conversions
     32 and gdtoa for binary -> decimal conversions.  These routines operate
     33 on arrays of unsigned 32-bit integers of type ULong, a signed 32-bit
     34 exponent of type Long, and arithmetic characteristics described in
     35 struct FPI; FPI, Long, and ULong are defined in gdtoa.h.  File arith.h
     36 is supposed to provide #defines that cause gdtoa.h to define its
     37 types correctly.  File arithchk.c is source for a program that
     38 generates a suitable arith.h on all systems where I've been able to
     39 test it.
     40 
     41 The core conversion routines are meant to be called by helper routines
     42 that know details of the particular binary arithmetic of interest and
     43 convert.  The present directory provides helper routines for 5 variants
     44 of IEEE binary floating-point arithmetic, each indicated by one or
     45 two letters:
     46 
     47 	f	IEEE single precision
     48 	d	IEEE double precision
     49 	x	IEEE extended precision, as on Intel 80x87
     50 		and software emulations of Motorola 68xxx chips
     51 		that do not pad the way the 68xxx does, but
     52 		only store 80 bits
     53 	xL	IEEE extended precision, as on Motorola 68xxx chips
     54 	Q	quad precision, as on Sun Sparc chips
     55 	dd	double double, pairs of IEEE double numbers
     56 		whose sum is the desired value
     57 
     58 For decimal -> binary conversions, there are three families of
     59 helper routines: one for round-nearest (or the current rounding
     60 mode on IEEE-arithmetic systems that provide the C99 fegetround()
     61 function, if compiled with -DHonor_FLT_ROUNDS):
     62 
     63 	strtof
     64 	strtod
     65 	strtodd
     66 	strtopd
     67 	strtopf
     68 	strtopx
     69 	strtopxL
     70 	strtopQ
     71 
     72 one with rounding direction specified:
     73 
     74 	strtorf
     75 	strtord
     76 	strtordd
     77 	strtorx
     78 	strtorxL
     79 	strtorQ
     80 
     81 and one for computing an interval (at most one bit wide) that contains
     82 the decimal number:
     83 
     84 	strtoIf
     85 	strtoId
     86 	strtoIdd
     87 	strtoIx
     88 	strtoIxL
     89 	strtoIQ
     90 
     91 The latter call strtoIg, which makes one call on strtodg and adjusts
     92 the result to provide the desired interval.  On systems where native
     93 arithmetic can easily make one-ulp adjustments on values in the
     94 desired floating-point format, it might be more efficient to use the
     95 native arithmetic.  Routine strtodI is a variant of strtoId that
     96 illustrates one way to do this for IEEE binary double-precision
     97 arithmetic -- but whether this is more efficient remains to be seen.
     98 
     99 Functions strtod and strtof have "natural" return types, float and
    100 double -- strtod is specified by the C standard, and strtof appears
    101 in the stdlib.h of some systems, such as (at least some) Linux systems.
    102 The other functions write their results to their final argument(s):
    103 to the final two argument for the strtoI... (interval) functions,
    104 and to the final argument for the others (strtop... and strtor...).
    105 Where possible, these arguments have "natural" return types (double*
    106 or float*), to permit at least some type checking.  In reality, they
    107 are viewed as arrays of ULong (or, for the "x" functions, UShort)
    108 values. On systems where long double is the appropriate type, one can
    109 pass long double* final argument(s) to these routines.  The int value
    110 that these routines return is the return value from the call they make
    111 on strtodg; see the enum of possible return values in gdtoa.h.
    112 
    113 Source files g_ddfmt.c, misc.c, smisc.c, strtod.c, strtodg.c, and ulp.c
    114 should use true IEEE double arithmetic (not, e.g., double extended),
    115 at least for storing (and viewing the bits of) the variables declared
    116 "double" within them.
    117 
    118 One detail indicated in struct FPI is whether the target binary
    119 arithmetic departs from the IEEE standard by flushing denormalized
    120 numbers to 0.  On systems that do this, the helper routines for
    121 conversion to double-double format (when compiled with
    122 Sudden_Underflow #defined) penalize the bottom of the exponent
    123 range so that they return a nonzero result only when the least
    124 significant bit of the less significant member of the pair of
    125 double values returned can be expressed as a normalized double
    126 value.  An alternative would be to drop to 53-bit precision near
    127 the bottom of the exponent range.  To get correct rounding, this
    128 would (in general) require two calls on strtodg (one specifying
    129 126-bit arithmetic, then, if necessary, one specifying 53-bit
    130 arithmetic).
    131 
    132 By default, the core routine strtodg and strtod set errno to ERANGE
    133 if the result overflows to +Infinity or underflows to 0.  Compile
    134 these routines with NO_ERRNO #defined to inhibit errno assignments.
    135 
    136 Routine strtod is based on netlib's "dtoa.c from fp", and
    137 (f = strtod(s,se)) is more efficient for some conversions than, say,
    138 strtord(s,se,1,&f).  Parts of strtod require true IEEE double
    139 arithmetic with the default rounding mode (round-to-nearest) and, on
    140 systems with IEEE extended-precision registers, double-precision
    141 (53-bit) rounding precision.  If the machine uses (the equivalent of)
    142 Intel 80x87 arithmetic, the call
    143 	_control87(PC_53, MCW_PC);
    144 does this with many compilers.  Whether this or another call is
    145 appropriate depends on the compiler; for this to work, it may be
    146 necessary to #include "float.h" or another system-dependent header
    147 file.
    148 
    149 Source file strtodnrp.c gives a strtod that does not require 53-bit
    150 rounding precision on systems (such as Intel IA32 systems) that may
    151 suffer double rounding due to use of extended-precision registers.
    152 For some conversions this variant of strtod is less efficient than the
    153 one in strtod.c when the latter is run with 53-bit rounding precision.
    154 
    155 The values that the strto* routines return for NaNs are determined by
    156 gd_qnan.h, which the makefile generates by running the program whose
    157 source is qnan.c.  Note that the rules for distinguishing signaling
    158 from quiet NaNs are system-dependent.  For cross-compilation, you need
    159 to determine arith.h and gd_qnan.h suitably, e.g., using the
    160 arithmetic of the target machine.
    161 
    162 C99's hexadecimal floating-point constants are recognized by the
    163 strto* routines (but this feature has not yet been heavily tested).
    164 Compiling with NO_HEX_FP #defined disables this feature.
    165 
    166 When compiled with -DINFNAN_CHECK, the strto* routines recognize C99's
    167 NaN and Infinity syntax.  Moreover, unless No_Hex_NaN is #defined, the
    168 strto* routines also recognize C99's NaN(...) syntax: they accept
    169 (case insensitively) strings of the form NaN(x), where x is a string
    170 of hexadecimal digits and spaces; if there is only one string of
    171 hexadecimal digits, it is taken for the fraction bits of the resulting
    172 NaN; if there are two or more strings of hexadecimal digits, each
    173 string is assigned to the next available sequence of 32-bit words of
    174 fractions bits (starting with the most significant), right-aligned in
    175 each sequence.
    176 
    177 For binary -> decimal conversions, I've provided just one family
    178 of helper routines:
    179 
    180 	g_ffmt
    181 	g_dfmt
    182 	g_ddfmt
    183 	g_xfmt
    184 	g_xLfmt
    185 	g_Qfmt
    186 
    187 which do a "%g" style conversion either to a specified number of decimal
    188 places (if their ndig argument is positive), or to the shortest
    189 decimal string that rounds to the given binary floating-point value
    190 (if ndig <= 0).  They write into a buffer supplied as an argument
    191 and return either a pointer to the end of the string (a null character)
    192 in the buffer, if the buffer was long enough, or 0.  Other forms of
    193 conversion are easily done with the help of gdtoa(), such as %e or %f
    194 style and conversions with direction of rounding specified (so that, if
    195 desired, the decimal value is either >= or <= the binary value).
    196 On IEEE-arithmetic systems that provide the C99 fegetround() function,
    197 if compiled with -DHonor_FLT_ROUNDS, these routines honor the current
    198 rounding mode.
    199 
    200 For an example of more general conversions based on dtoa(), see
    201 netlib's "printf.c from ampl/solvers".
    202 
    203 For double-double -> decimal, g_ddfmt() assumes IEEE-like arithmetic
    204 of precision max(126, #bits(input)) bits, where #bits(input) is the
    205 number of mantissa bits needed to represent the sum of the two double
    206 values in the input.
    207 
    208 The makefile creates a library, gdtoa.a.  To use the helper
    209 routines, a program only needs to include gdtoa.h.  All the
    210 source files for gdtoa.a include a more extensive gdtoaimp.h;
    211 among other things, gdtoaimp.h has #defines that make "internal"
    212 names end in _D2A.  To make a "system" library, one could modify
    213 these #defines to make the names start with __.
    214 
    215 Various comments about possible #defines appear in gdtoaimp.h,
    216 but for most purposes, arith.h should set suitable #defines.
    217 
    218 Systems with preemptive scheduling of multiple threads require some
    219 manual intervention.  On such systems, it's necessary to compile
    220 dmisc.c, dtoa.c gdota.c, and misc.c with MULTIPLE_THREADS #defined,
    221 and to provide (or suitably #define) two locks, acquired by
    222 ACQUIRE_DTOA_LOCK(n) and freed by FREE_DTOA_LOCK(n) for n = 0 or 1.
    223 (The second lock, accessed in pow5mult, ensures lazy evaluation of
    224 only one copy of high powers of 5; omitting this lock would introduce
    225 a small probability of wasting memory, but would otherwise be harmless.)
    226 Routines that call dtoa or gdtoa directly must also invoke freedtoa(s)
    227 to free the value s returned by dtoa or gdtoa.  It's OK to do so whether
    228 or not MULTIPLE_THREADS is #defined, and the helper g_*fmt routines
    229 listed above all do this indirectly (in gfmt_D2A(), which they all call).
    230 
    231 By default, there is a private pool of memory of length 2000 bytes
    232 for intermediate quantities, and MALLOC (see gdtoaimp.h) is called only
    233 if the private pool does not suffice.   2000 is large enough that MALLOC
    234 is called only under very unusual circumstances (decimal -> binary
    235 conversion of very long strings) for conversions to and from double
    236 precision.  For systems with preemptively scheduled multiple threads
    237 or for conversions to extended or quad, it may be appropriate to
    238 #define PRIVATE_MEM nnnn, where nnnn is a suitable value > 2000.
    239 For extended and quad precisions, -DPRIVATE_MEM=20000 is probably
    240 plenty even for many digits at the ends of the exponent range.
    241 Use of the private pool avoids some overhead.
    242 
    243 Directory test provides some test routines.  See its README.
    244 I've also tested this stuff (except double double conversions)
    245 with Vern Paxson's testbase program: see
    246 
    247 	V. Paxson and W. Kahan, "A Program for Testing IEEE Binary-Decimal
    248 	Conversion", manuscript, May 1991,
    249 	ftp://ftp.ee.lbl.gov/testbase-report.ps.Z .
    250 
    251 (The same ftp directory has source for testbase.)
    252 
    253 Some system-dependent additions to CFLAGS in the makefile:
    254 
    255 	HU-UX: -Aa -Ae
    256 	OSF (DEC Unix): -ieee_with_no_inexact
    257 	SunOS 4.1x: -DKR_headers -DBad_float_h
    258 
    259 If you want to put this stuff into a shared library and your
    260 operating system requires export lists for shared libraries,
    261 the following would be an appropriate export list:
    262 
    263 	dtoa
    264 	freedtoa
    265 	g_Qfmt
    266 	g_ddfmt
    267 	g_dfmt
    268 	g_ffmt
    269 	g_xLfmt
    270 	g_xfmt
    271 	gdtoa
    272 	strtoIQ
    273 	strtoId
    274 	strtoIdd
    275 	strtoIf
    276 	strtoIx
    277 	strtoIxL
    278 	strtod
    279 	strtodI
    280 	strtodg
    281 	strtof
    282 	strtopQ
    283 	strtopd
    284 	strtopdd
    285 	strtopf
    286 	strtopx
    287 	strtopxL
    288 	strtorQ
    289 	strtord
    290 	strtordd
    291 	strtorf
    292 	strtorx
    293 	strtorxL
    294 
    295 When time permits, I (dmg) hope to write in more detail about the
    296 present conversion routines; for now, this README file must suffice.
    297 Meanwhile, if you wish to write helper functions for other kinds of
    298 IEEE-like arithmetic, some explanation of struct FPI and the bits
    299 array may be helpful.  Both gdtoa and strtodg operate on a bits array
    300 described by FPI *fpi.  The bits array is of type ULong, a 32-bit
    301 unsigned integer type.  Floating-point numbers have fpi->nbits bits,
    302 with the least significant 32 bits in bits[0], the next 32 bits in
    303 bits[1], etc.  These numbers are regarded as integers multiplied by
    304 2^e (i.e., 2 to the power of the exponent e), where e is the second
    305 argument (be) to gdtoa and is stored in *exp by strtodg.  The minimum
    306 and maximum exponent values fpi->emin and fpi->emax for normalized
    307 floating-point numbers reflect this arrangement.  For example, the
    308 P754 standard for binary IEEE arithmetic specifies doubles as having
    309 53 bits, with normalized values of the form 1.xxxxx... times 2^(b-1023),
    310 with 52 bits (the x's) and the biased exponent b represented explicitly;
    311 b is an unsigned integer in the range 1 <= b <= 2046 for normalized
    312 finite doubles, b = 0 for denormals, and b = 2047 for Infinities and NaNs.
    313 To turn an IEEE double into the representation used by strtodg and gdtoa,
    314 we multiply 1.xxxx... by 2^52 (to make it an integer) and reduce the
    315 exponent e = (b-1023) by 52:
    316 
    317 	fpi->emin = 1 - 1023 - 52
    318 	fpi->emax = 1046 - 1023 - 52
    319 
    320 In various wrappers for IEEE double, we actually write -53 + 1 rather
    321 than -52, to emphasize that there are 53 bits including one implicit bit.
    322 Field fpi->rounding indicates the desired rounding direction, with
    323 possible values
    324 	FPI_Round_zero = toward 0,
    325 	FPI_Round_near = unbiased rounding -- the IEEE default,
    326 	FPI_Round_up = toward +Infinity, and
    327 	FPI_Round_down = toward -Infinity
    328 given in gdtoa.h.
    329 
    330 Field fpi->sudden_underflow indicates whether strtodg should return
    331 denormals or flush them to zero.  Normal floating-point numbers have
    332 bit fpi->nbits in the bits array on.  Denormals have it off, with
    333 exponent = fpi->emin.  Strtodg provides distinct return values for normals
    334 and denormals; see gdtoa.h.
    335 
    336 Compiling g__fmt.c, strtod.c, and strtodg.c with -DUSE_LOCALE causes
    337 the decimal-point character to be taken from the current locale; otherwise
    338 it is '.'.
    339 
    340 Source files dtoa.c and strtod.c in this directory are derived from
    341 netlib's "dtoa.c from fp" and are meant to function equivalently.
    342 When compiled with Honor_FLT_ROUNDS #defined (on systems that provide
    343 FLT_ROUNDS and fegetround() as specified in the C99 standard), they
    344 honor the current rounding mode.  Because FLT_ROUNDS is buggy on some
    345 (Linux) systems -- not reflecting calls on fesetround(), as the C99
    346 standard says it should -- when Honor_FLT_ROUNDS is #defined, the
    347 current rounding mode is obtained from fegetround() rather than from
    348 FLT_ROUNDS, unless Trust_FLT_ROUNDS is also #defined.
    349 
    350 Compile with -DUSE_LOCALE to use the current locale; otherwise
    351 decimal points are assumed to be '.'.  With -DUSE_LOCALE, unless
    352 you also compile with -DNO_LOCALE_CACHE, the details about the
    353 current "decimal point" character string are cached and assumed not
    354 to change during the program's execution.
    355 
    356 On machines with a 64-bit long double and perhaps a 113-bit "quad"
    357 type, you can invoke "make Printf" to add Printf (and variants, such
    358 as Fprintf) to gdtoa.a.  These are analogs, declared in stdio1.h, of
    359 printf and fprintf, etc. in which %La, %Le, %Lf, and %Lg are for long
    360 double and (if appropriate) %Lqa, %Lqe, %Lqf, and %Lqg are for quad
    361 precision printing.
    362 
    363 Please send comments to	David M. Gay (dmg at acm dot org, with " at "
    364 changed at "@" and " dot " changed to ".").
    365