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2 * Copyright (c) 1983, 1993
3 * The Regents of the University of California. All rights reserved.
5 * Redistribution and use in source and binary forms, with or without
6 * modification, are permitted provided that the following conditions
8 * 1. Redistributions of source code must retain the above copyright
9 * notice, this list of conditions and the following disclaimer.
10 * 2. Redistributions in binary form must reproduce the above copyright
11 * notice, this list of conditions and the following disclaimer in the
12 * documentation and/or other materials provided with the distribution.
13 * 3. All advertising materials mentioning features or use of this software
14 * must display the following acknowledgement:
15 * This product includes software developed by the University of
16 * California, Berkeley and its contributors.
17 * 4. Neither the name of the University nor the names of its contributors
18 * may be used to endorse or promote products derived from this software
19 * without specific prior written permission.
21 * THIS SOFTWARE IS PROVIDED BY THE REGENTS AND CONTRIBUTORS ``AS IS'' AND
22 * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
23 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
24 * ARE DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE
25 * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
26 * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
27 * OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
28 * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
29 * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
30 * OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
34 #if defined(LIBC_SCCS) && !defined(lint)
35 static char sccsid
[] = "@(#)random.c 8.2 (Berkeley) 5/19/95";
36 #endif /* LIBC_SCCS and not lint */
37 #include <sys/cdefs.h>
38 __FBSDID("$FreeBSD: src/lib/libc/stdlib/random.c,v 1.22 2003/02/04 11:24:08 ache Exp $");
40 #include "namespace.h"
41 #include <sys/time.h> /* for srandomdev() */
42 #include <fcntl.h> /* for srandomdev() */
45 #include <unistd.h> /* for srandomdev() */
46 #include "un-namespace.h"
51 * An improved random number generation package. In addition to the standard
52 * rand()/srand() like interface, this package also has a special state info
53 * interface. The initstate() routine is called with a seed, an array of
54 * bytes, and a count of how many bytes are being passed in; this array is
55 * then initialized to contain information for random number generation with
56 * that much state information. Good sizes for the amount of state
57 * information are 32, 64, 128, and 256 bytes. The state can be switched by
58 * calling the setstate() routine with the same array as was initiallized
59 * with initstate(). By default, the package runs with 128 bytes of state
60 * information and generates far better random numbers than a linear
61 * congruential generator. If the amount of state information is less than
62 * 32 bytes, a simple linear congruential R.N.G. is used.
64 * Internally, the state information is treated as an array of longs; the
65 * zeroeth element of the array is the type of R.N.G. being used (small
66 * integer); the remainder of the array is the state information for the
67 * R.N.G. Thus, 32 bytes of state information will give 7 longs worth of
68 * state information, which will allow a degree seven polynomial. (Note:
69 * the zeroeth word of state information also has some other information
70 * stored in it -- see setstate() for details).
72 * The random number generation technique is a linear feedback shift register
73 * approach, employing trinomials (since there are fewer terms to sum up that
74 * way). In this approach, the least significant bit of all the numbers in
75 * the state table will act as a linear feedback shift register, and will
76 * have period 2^deg - 1 (where deg is the degree of the polynomial being
77 * used, assuming that the polynomial is irreducible and primitive). The
78 * higher order bits will have longer periods, since their values are also
79 * influenced by pseudo-random carries out of the lower bits. The total
80 * period of the generator is approximately deg*(2**deg - 1); thus doubling
81 * the amount of state information has a vast influence on the period of the
82 * generator. Note: the deg*(2**deg - 1) is an approximation only good for
83 * large deg, when the period of the shift is the dominant factor.
84 * With deg equal to seven, the period is actually much longer than the
85 * 7*(2**7 - 1) predicted by this formula.
87 * Modified 28 December 1994 by Jacob S. Rosenberg.
88 * The following changes have been made:
89 * All references to the type u_int have been changed to unsigned long.
90 * All references to type int have been changed to type long. Other
91 * cleanups have been made as well. A warning for both initstate and
92 * setstate has been inserted to the effect that on Sparc platforms
93 * the 'arg_state' variable must be forced to begin on word boundaries.
94 * This can be easily done by casting a long integer array to char *.
95 * The overall logic has been left STRICTLY alone. This software was
96 * tested on both a VAX and Sun SpacsStation with exactly the same
97 * results. The new version and the original give IDENTICAL results.
98 * The new version is somewhat faster than the original. As the
99 * documentation says: "By default, the package runs with 128 bytes of
100 * state information and generates far better random numbers than a linear
101 * congruential generator. If the amount of state information is less than
102 * 32 bytes, a simple linear congruential R.N.G. is used." For a buffer of
103 * 128 bytes, this new version runs about 19 percent faster and for a 16
104 * byte buffer it is about 5 percent faster.
108 * For each of the currently supported random number generators, we have a
109 * break value on the amount of state information (you need at least this
110 * many bytes of state info to support this random number generator), a degree
111 * for the polynomial (actually a trinomial) that the R.N.G. is based on, and
112 * the separation between the two lower order coefficients of the trinomial.
114 #define TYPE_0 0 /* linear congruential */
119 #define TYPE_1 1 /* x**7 + x**3 + 1 */
124 #define TYPE_2 2 /* x**15 + x + 1 */
129 #define TYPE_3 3 /* x**31 + x**3 + 1 */
134 #define TYPE_4 4 /* x**63 + x + 1 */
140 * Array versions of the above information to make code run faster --
141 * relies on fact that TYPE_i == i.
143 #define MAX_TYPES 5 /* max number of types above */
145 #define NSHUFF 100 /* to drop part of seed -> 1st value correlation */
147 static long degrees
[MAX_TYPES
] = { DEG_0
, DEG_1
, DEG_2
, DEG_3
, DEG_4
};
148 static long seps
[MAX_TYPES
] = { SEP_0
, SEP_1
, SEP_2
, SEP_3
, SEP_4
};
151 * Initially, everything is set up as if from:
153 * initstate(1, randtbl, 128);
155 * Note that this initialization takes advantage of the fact that srandom()
156 * advances the front and rear pointers 10*rand_deg times, and hence the
157 * rear pointer which starts at 0 will also end up at zero; thus the zeroeth
158 * element of the state information, which contains info about the current
159 * position of the rear pointer is just
161 * MAX_TYPES * (rptr - state) + TYPE_3 == TYPE_3.
164 static long randtbl
[DEG_3
+ 1] = {
166 #ifdef USE_WEAK_SEEDING
167 /* Historic implementation compatibility */
168 /* The random sequences do not vary much with the seed */
169 0x9a319039, 0x32d9c024, 0x9b663182, 0x5da1f342, 0xde3b81e0, 0xdf0a6fb5,
170 0xf103bc02, 0x48f340fb, 0x7449e56b, 0xbeb1dbb0, 0xab5c5918, 0x946554fd,
171 0x8c2e680f, 0xeb3d799f, 0xb11ee0b7, 0x2d436b86, 0xda672e2a, 0x1588ca88,
172 0xe369735d, 0x904f35f7, 0xd7158fd6, 0x6fa6f051, 0x616e6b96, 0xac94efdc,
173 0x36413f93, 0xc622c298, 0xf5a42ab8, 0x8a88d77b, 0xf5ad9d0e, 0x8999220b,
175 #else /* !USE_WEAK_SEEDING */
176 0x991539b1, 0x16a5bce3, 0x6774a4cd, 0x3e01511e, 0x4e508aaa, 0x61048c05,
177 0xf5500617, 0x846b7115, 0x6a19892c, 0x896a97af, 0xdb48f936, 0x14898454,
178 0x37ffd106, 0xb58bff9c, 0x59e17104, 0xcf918a49, 0x09378c83, 0x52c7a471,
179 0x8d293ea9, 0x1f4fc301, 0xc3db71be, 0x39b44e1c, 0xf8a44ef9, 0x4c8b80b1,
180 0x19edc328, 0x87bf4bdd, 0xc9b240e5, 0xe9ee4b1b, 0x4382aee7, 0x535b6b41,
182 #endif /* !USE_WEAK_SEEDING */
186 * fptr and rptr are two pointers into the state info, a front and a rear
187 * pointer. These two pointers are always rand_sep places aparts, as they
188 * cycle cyclically through the state information. (Yes, this does mean we
189 * could get away with just one pointer, but the code for random() is more
190 * efficient this way). The pointers are left positioned as they would be
193 * initstate(1, randtbl, 128);
195 * (The position of the rear pointer, rptr, is really 0 (as explained above
196 * in the initialization of randtbl) because the state table pointer is set
197 * to point to randtbl[1] (as explained below).
199 static long *fptr
= &randtbl
[SEP_3
+ 1];
200 static long *rptr
= &randtbl
[1];
203 * The following things are the pointer to the state information table, the
204 * type of the current generator, the degree of the current polynomial being
205 * used, and the separation between the two pointers. Note that for efficiency
206 * of random(), we remember the first location of the state information, not
207 * the zeroeth. Hence it is valid to access state[-1], which is used to
208 * store the type of the R.N.G. Also, we remember the last location, since
209 * this is more efficient than indexing every time to find the address of
210 * the last element to see if the front and rear pointers have wrapped.
212 static long *state
= &randtbl
[1];
213 static long rand_type
= TYPE_3
;
214 static long rand_deg
= DEG_3
;
215 static long rand_sep
= SEP_3
;
216 static long *end_ptr
= &randtbl
[DEG_3
+ 1];
218 static inline long good_rand(long);
220 static inline long good_rand (x
)
223 #ifdef USE_WEAK_SEEDING
225 * Historic implementation compatibility.
226 * The random sequences do not vary much with the seed,
227 * even with overflowing.
229 return (1103515245 * x
+ 12345);
230 #else /* !USE_WEAK_SEEDING */
232 * Compute x = (7^5 * x) mod (2^31 - 1)
233 * wihout overflowing 31 bits:
234 * (2^31 - 1) = 127773 * (7^5) + 2836
235 * From "Random number generators: good ones are hard to find",
236 * Park and Miller, Communications of the ACM, vol. 31, no. 10,
237 * October 1988, p. 1195.
241 /* Can't be initialized with 0, so use another value. */
246 x
= 16807 * lo
- 2836 * hi
;
250 #endif /* !USE_WEAK_SEEDING */
256 * Initialize the random number generator based on the given seed. If the
257 * type is the trivial no-state-information type, just remember the seed.
258 * Otherwise, initializes state[] based on the given "seed" via a linear
259 * congruential generator. Then, the pointers are set to known locations
260 * that are exactly rand_sep places apart. Lastly, it cycles the state
261 * information a given number of times to get rid of any initial dependencies
262 * introduced by the L.C.R.N.G. Note that the initialization of randtbl[]
263 * for default usage relies on values produced by this routine.
272 if (rand_type
== TYPE_0
)
275 for (i
= 1; i
< rand_deg
; i
++)
276 state
[i
] = good_rand(state
[i
- 1]);
277 fptr
= &state
[rand_sep
];
281 for (i
= 0; i
< lim
; i
++)
288 * Many programs choose the seed value in a totally predictable manner.
289 * This often causes problems. We seed the generator using the much more
290 * secure random(4) interface. Note that this particular seeding
291 * procedure can generate states which are impossible to reproduce by
292 * calling srandom() with any value, since the succeeding terms in the
293 * state buffer are no longer derived from the LC algorithm applied to
302 if (rand_type
== TYPE_0
)
303 len
= sizeof state
[0];
305 len
= rand_deg
* sizeof state
[0];
308 fd
= _open("/dev/random", O_RDONLY
, 0);
310 if (_read(fd
, (void *) state
, len
) == (ssize_t
) len
)
319 gettimeofday(&tv
, NULL
);
320 srandom((getpid() << 16) ^ tv
.tv_sec
^ tv
.tv_usec
^ junk
);
324 if (rand_type
!= TYPE_0
) {
325 fptr
= &state
[rand_sep
];
333 * Initialize the state information in the given array of n bytes for future
334 * random number generation. Based on the number of bytes we are given, and
335 * the break values for the different R.N.G.'s, we choose the best (largest)
336 * one we can and set things up for it. srandom() is then called to
337 * initialize the state information.
339 * Note that on return from srandom(), we set state[-1] to be the type
340 * multiplexed with the current value of the rear pointer; this is so
341 * successive calls to initstate() won't lose this information and will be
342 * able to restart with setstate().
344 * Note: the first thing we do is save the current state, if any, just like
345 * setstate() so that it doesn't matter when initstate is called.
347 * Returns a pointer to the old state.
349 * Note: The Sparc platform requires that arg_state begin on a long
350 * word boundary; otherwise a bus error will occur. Even so, lint will
351 * complain about mis-alignment, but you should disregard these messages.
354 initstate(seed
, arg_state
, n
)
355 unsigned long seed
; /* seed for R.N.G. */
356 char *arg_state
; /* pointer to state array */
357 long n
; /* # bytes of state info */
359 char *ostate
= (char *)(&state
[-1]);
360 long *long_arg_state
= (long *) arg_state
;
362 if (rand_type
== TYPE_0
)
363 state
[-1] = rand_type
;
365 state
[-1] = MAX_TYPES
* (rptr
- state
) + rand_type
;
367 (void)fprintf(stderr
,
368 "random: not enough state (%ld bytes); ignored.\n", n
);
375 } else if (n
< BREAK_2
) {
379 } else if (n
< BREAK_3
) {
383 } else if (n
< BREAK_4
) {
392 state
= (long *) (long_arg_state
+ 1); /* first location */
393 end_ptr
= &state
[rand_deg
]; /* must set end_ptr before srandom */
395 if (rand_type
== TYPE_0
)
396 long_arg_state
[0] = rand_type
;
398 long_arg_state
[0] = MAX_TYPES
* (rptr
- state
) + rand_type
;
405 * Restore the state from the given state array.
407 * Note: it is important that we also remember the locations of the pointers
408 * in the current state information, and restore the locations of the pointers
409 * from the old state information. This is done by multiplexing the pointer
410 * location into the zeroeth word of the state information.
412 * Note that due to the order in which things are done, it is OK to call
413 * setstate() with the same state as the current state.
415 * Returns a pointer to the old state information.
417 * Note: The Sparc platform requires that arg_state begin on a long
418 * word boundary; otherwise a bus error will occur. Even so, lint will
419 * complain about mis-alignment, but you should disregard these messages.
423 char *arg_state
; /* pointer to state array */
425 long *new_state
= (long *) arg_state
;
426 long type
= new_state
[0] % MAX_TYPES
;
427 long rear
= new_state
[0] / MAX_TYPES
;
428 char *ostate
= (char *)(&state
[-1]);
430 if (rand_type
== TYPE_0
)
431 state
[-1] = rand_type
;
433 state
[-1] = MAX_TYPES
* (rptr
- state
) + rand_type
;
441 rand_deg
= degrees
[type
];
442 rand_sep
= seps
[type
];
445 (void)fprintf(stderr
,
446 "random: state info corrupted; not changed.\n");
448 state
= (long *) (new_state
+ 1);
449 if (rand_type
!= TYPE_0
) {
451 fptr
= &state
[(rear
+ rand_sep
) % rand_deg
];
453 end_ptr
= &state
[rand_deg
]; /* set end_ptr too */
460 * If we are using the trivial TYPE_0 R.N.G., just do the old linear
461 * congruential bit. Otherwise, we do our fancy trinomial stuff, which is
462 * the same in all the other cases due to all the global variables that have
463 * been set up. The basic operation is to add the number at the rear pointer
464 * into the one at the front pointer. Then both pointers are advanced to
465 * the next location cyclically in the table. The value returned is the sum
466 * generated, reduced to 31 bits by throwing away the "least random" low bit.
468 * Note: the code takes advantage of the fact that both the front and
469 * rear pointers can't wrap on the same call by not testing the rear
470 * pointer if the front one has wrapped.
472 * Returns a 31-bit random number.
480 if (rand_type
== TYPE_0
) {
482 state
[0] = i
= (good_rand(i
)) & 0x7fffffff;
485 * Use local variables rather than static variables for speed.
489 i
= (*f
>> 1) & 0x7fffffff; /* chucking least random bit */
490 if (++f
>= end_ptr
) {
494 else if (++r
>= end_ptr
) {