| 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. | |
| When float or double are involved, 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. For other | |
| types, default NaN values are specified in g__fmt.c and may need | |
| adjusting. 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. Strings of hexadecimal digits may be preceded by "0x" | |
| or "0X". | |
| For binary -> decimal conversions, I've provided a family of helper | |
| routines: | |
| g_ffmt | |
| g_dfmt | |
| g_ddfmt | |
| g_xfmt | |
| g_xLfmt | |
| g_Qfmt | |
| g_ffmt_p | |
| g_dfmt_p | |
| g_ddfmt_p | |
| g_xfmt_p | |
| g_xLfmt_p | |
| g_Qfmt_p | |
| 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 pedants, the ...fmt_p() routines are similar to the | |
| ...fmt() routines, but have an additional final int argument, nik, | |
| that for conversions of Infinity or NaN, determines whether upper, | |
| lower, or mixed case is used, whether (...) is added to NaN values, | |
| and whether the sign of a NaN is reported or suppressed: | |
| nik = ic + 6*(nb + 3*ns), | |
| where ic with 0 <= ic < 6 controls the rendering of Infinity and NaN: | |
| 0 ==> Infinity or NaN | |
| 1 ==> infinity or nan | |
| 2 ==> INFINITY or NAN | |
| 3 ==> Inf or NaN | |
| 4 ==> inf or nan | |
| 5 ==> INF or NAN | |
| nb with 0 <= nb < 3 determines whether NaN values are rendered | |
| as NaN(...): | |
| 0 ==> no | |
| 1 ==> yes | |
| 2 ==> no for default NaN values; yes otherwise | |
| ns = 0 or 1 determines whether the sign of NaN values reported: | |
| 0 ==> distinguish NaN and -NaN | |
| 1 ==> report both as NaN | |
| 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 2304 bytes | |
| for intermediate quantities, and MALLOC (see gdtoaimp.h) is called only | |
| if the private pool does not suffice. 2304 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 > 2304. | |
| 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. When MULTIPLE_THREADS | |
| is #defined, only thread 0 uses PRIVATE_MEM. | |
| 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: | |
| HP-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 "."). |