4 * Copyright (c) 1983, 1993
5 * The Regents of the University of California. All rights reserved.
7 * Redistribution and use in source and binary forms, with or without
8 * modification, are permitted provided that the following conditions
10 * 1. Redistributions of source code must retain the above copyright
11 * notice, this list of conditions and the following disclaimer.
12 * 2. Redistributions in binary form must reproduce the above copyright
13 * notice, this list of conditions and the following disclaimer in the
14 * documentation and/or other materials provided with the distribution.
15 * 3. All advertising materials mentioning features or use of this software
16 * must display the following acknowledgement:
17 * This product includes software developed by the University of
18 * California, Berkeley and its contributors.
19 * 4. Neither the name of the University nor the names of its contributors
20 * may be used to endorse or promote products derived from this software
21 * without specific prior written permission.
23 * THIS SOFTWARE IS PROVIDED BY THE REGENTS AND CONTRIBUTORS ``AS IS'' AND
24 * ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
25 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
26 * ARE DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE
27 * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
28 * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS
29 * OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION)
30 * HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT
31 * LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY
32 * OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
35 * $FreeBSD: src/lib/libc/stdlib/random.c,v 1.4.2.2 1999/09/05 11:16:45 peter Exp $
39 #if defined(LIBC_SCCS) && !defined(lint)
40 static char sccsid
[] = "@(#)random.c 8.2 (Berkeley) 5/19/95";
41 #endif /* LIBC_SCCS and not lint */
44 #include <sys/types.h>
50 #include <ntp_types.h>
51 #include <ntp_random.h>
52 #include <ntp_unixtime.h>
57 * An improved random number generation package. In addition to the standard
58 * rand()/srand() like interface, this package also has a special state info
59 * interface. The initstate() routine is called with a seed, an array of
60 * bytes, and a count of how many bytes are being passed in; this array is
61 * then initialized to contain information for random number generation with
62 * that much state information. Good sizes for the amount of state
63 * information are 32, 64, 128, and 256 bytes. The state can be switched by
64 * calling the setstate() routine with the same array as was initiallized
65 * with initstate(). By default, the package runs with 128 bytes of state
66 * information and generates far better random numbers than a linear
67 * congruential generator. If the amount of state information is less than
68 * 32 bytes, a simple linear congruential R.N.G. is used.
70 * Internally, the state information is treated as an array of longs; the
71 * zeroeth element of the array is the type of R.N.G. being used (small
72 * integer); the remainder of the array is the state information for the
73 * R.N.G. Thus, 32 bytes of state information will give 7 longs worth of
74 * state information, which will allow a degree seven polynomial. (Note:
75 * the zeroeth word of state information also has some other information
76 * stored in it -- see setstate() for details).
78 * The random number generation technique is a linear feedback shift register
79 * approach, employing trinomials (since there are fewer terms to sum up that
80 * way). In this approach, the least significant bit of all the numbers in
81 * the state table will act as a linear feedback shift register, and will
82 * have period 2^deg - 1 (where deg is the degree of the polynomial being
83 * used, assuming that the polynomial is irreducible and primitive). The
84 * higher order bits will have longer periods, since their values are also
85 * influenced by pseudo-random carries out of the lower bits. The total
86 * period of the generator is approximately deg*(2**deg - 1); thus doubling
87 * the amount of state information has a vast influence on the period of the
88 * generator. Note: the deg*(2**deg - 1) is an approximation only good for
89 * large deg, when the period of the shift register is the dominant factor.
90 * With deg equal to seven, the period is actually much longer than the
91 * 7*(2**7 - 1) predicted by this formula.
93 * Modified 28 December 1994 by Jacob S. Rosenberg.
94 * The following changes have been made:
95 * All references to the type u_int have been changed to unsigned long.
96 * All references to type int have been changed to type long. Other
97 * cleanups have been made as well. A warning for both initstate and
98 * setstate has been inserted to the effect that on Sparc platforms
99 * the 'arg_state' variable must be forced to begin on word boundaries.
100 * This can be easily done by casting a long integer array to char *.
101 * The overall logic has been left STRICTLY alone. This software was
102 * tested on both a VAX and Sun SpacsStation with exactly the same
103 * results. The new version and the original give IDENTICAL results.
104 * The new version is somewhat faster than the original. As the
105 * documentation says: "By default, the package runs with 128 bytes of
106 * state information and generates far better random numbers than a linear
107 * congruential generator. If the amount of state information is less than
108 * 32 bytes, a simple linear congruential R.N.G. is used." For a buffer of
109 * 128 bytes, this new version runs about 19 percent faster and for a 16
110 * byte buffer it is about 5 percent faster.
114 * For each of the currently supported random number generators, we have a
115 * break value on the amount of state information (you need at least this
116 * many bytes of state info to support this random number generator), a degree
117 * for the polynomial (actually a trinomial) that the R.N.G. is based on, and
118 * the separation between the two lower order coefficients of the trinomial.
120 #define TYPE_0 0 /* linear congruential */
125 #define TYPE_1 1 /* x**7 + x**3 + 1 */
130 #define TYPE_2 2 /* x**15 + x + 1 */
135 #define TYPE_3 3 /* x**31 + x**3 + 1 */
140 #define TYPE_4 4 /* x**63 + x + 1 */
146 * Array versions of the above information to make code run faster --
147 * relies on fact that TYPE_i == i.
149 #define MAX_TYPES 5 /* max number of types above */
151 static long degrees
[MAX_TYPES
] = { DEG_0
, DEG_1
, DEG_2
, DEG_3
, DEG_4
};
152 static long seps
[MAX_TYPES
] = { SEP_0
, SEP_1
, SEP_2
, SEP_3
, SEP_4
};
155 * Initially, everything is set up as if from:
157 * initstate(1, randtbl, 128);
159 * Note that this initialization takes advantage of the fact that srandom()
160 * advances the front and rear pointers 10*rand_deg times, and hence the
161 * rear pointer which starts at 0 will also end up at zero; thus the zeroeth
162 * element of the state information, which contains info about the current
163 * position of the rear pointer is just
165 * MAX_TYPES * (rptr - state) + TYPE_3 == TYPE_3.
168 static long randtbl
[DEG_3
+ 1] = {
170 #ifdef USE_WEAK_SEEDING
171 /* Historic implementation compatibility */
172 /* The random sequences do not vary much with the seed */
173 0x9a319039, 0x32d9c024, 0x9b663182, 0x5da1f342, 0xde3b81e0, 0xdf0a6fb5,
174 0xf103bc02, 0x48f340fb, 0x7449e56b, 0xbeb1dbb0, 0xab5c5918, 0x946554fd,
175 0x8c2e680f, 0xeb3d799f, 0xb11ee0b7, 0x2d436b86, 0xda672e2a, 0x1588ca88,
176 0xe369735d, 0x904f35f7, 0xd7158fd6, 0x6fa6f051, 0x616e6b96, 0xac94efdc,
177 0x36413f93, 0xc622c298, 0xf5a42ab8, 0x8a88d77b, 0xf5ad9d0e, 0x8999220b,
179 #else /* !USE_WEAK_SEEDING */
180 0x991539b1, 0x16a5bce3, 0x6774a4cd, 0x3e01511e, 0x4e508aaa, 0x61048c05,
181 0xf5500617, 0x846b7115, 0x6a19892c, 0x896a97af, 0xdb48f936, 0x14898454,
182 0x37ffd106, 0xb58bff9c, 0x59e17104, 0xcf918a49, 0x09378c83, 0x52c7a471,
183 0x8d293ea9, 0x1f4fc301, 0xc3db71be, 0x39b44e1c, 0xf8a44ef9, 0x4c8b80b1,
184 0x19edc328, 0x87bf4bdd, 0xc9b240e5, 0xe9ee4b1b, 0x4382aee7, 0x535b6b41,
186 #endif /* !USE_WEAK_SEEDING */
190 * fptr and rptr are two pointers into the state info, a front and a rear
191 * pointer. These two pointers are always rand_sep places aparts, as they
192 * cycle cyclically through the state information. (Yes, this does mean we
193 * could get away with just one pointer, but the code for random() is more
194 * efficient this way). The pointers are left positioned as they would be
197 * initstate(1, randtbl, 128);
199 * (The position of the rear pointer, rptr, is really 0 (as explained above
200 * in the initialization of randtbl) because the state table pointer is set
201 * to point to randtbl[1] (as explained below).
203 static long *fptr
= &randtbl
[SEP_3
+ 1];
204 static long *rptr
= &randtbl
[1];
207 * The following things are the pointer to the state information table, the
208 * type of the current generator, the degree of the current polynomial being
209 * used, and the separation between the two pointers. Note that for efficiency
210 * of random(), we remember the first location of the state information, not
211 * the zeroeth. Hence it is valid to access state[-1], which is used to
212 * store the type of the R.N.G. Also, we remember the last location, since
213 * this is more efficient than indexing every time to find the address of
214 * the last element to see if the front and rear pointers have wrapped.
216 static long *state
= &randtbl
[1];
217 static long rand_type
= TYPE_3
;
218 static long rand_deg
= DEG_3
;
219 static long rand_sep
= SEP_3
;
220 static long *end_ptr
= &randtbl
[DEG_3
+ 1];
222 static inline long good_rand (long);
229 #ifdef USE_WEAK_SEEDING
231 * Historic implementation compatibility.
232 * The random sequences do not vary much with the seed,
233 * even with overflowing.
235 return (1103515245 * x
+ 12345);
236 #else /* !USE_WEAK_SEEDING */
238 * Compute x = (7^5 * x) mod (2^31 - 1)
239 * wihout overflowing 31 bits:
240 * (2^31 - 1) = 127773 * (7^5) + 2836
241 * From "Random number generators: good ones are hard to find",
242 * Park and Miller, Communications of the ACM, vol. 31, no. 10,
243 * October 1988, p. 1195.
245 register long hi
, lo
;
249 x
= 16807 * lo
- 2836 * hi
;
253 #endif /* !USE_WEAK_SEEDING */
259 * Initialize the random number generator based on the given seed. If the
260 * type is the trivial no-state-information type, just remember the seed.
261 * Otherwise, initializes state[] based on the given "seed" via a linear
262 * congruential generator. Then, the pointers are set to known locations
263 * that are exactly rand_sep places apart. Lastly, it cycles the state
264 * information a given number of times to get rid of any initial dependencies
265 * introduced by the L.C.R.N.G. Note that the initialization of randtbl[]
266 * for default usage relies on values produced by this routine.
275 if (rand_type
== TYPE_0
)
279 for (i
= 1; i
< rand_deg
; i
++)
280 state
[i
] = good_rand(state
[i
- 1]);
281 fptr
= &state
[rand_sep
];
283 for (i
= 0; i
< 10 * rand_deg
; i
++)
291 * Many programs choose the seed value in a totally predictable manner.
292 * This often causes problems. We seed the generator using the much more
293 * secure urandom(4) interface. Note that this particular seeding
294 * procedure can generate states which are impossible to reproduce by
295 * calling srandom() with any value, since the succeeding terms in the
296 * state buffer are no longer derived from the LC algorithm applied to
299 #ifdef NEED_SRANDOMDEV
301 ntp_srandomdev( void )
304 unsigned long junk
; /* Purposely used uninitialized */
306 GETTIMEOFDAY(&tv
, NULL
);
307 ntp_srandom(getpid() ^ tv
.tv_sec
^ tv
.tv_usec
^ junk
);
315 * Initialize the state information in the given array of n bytes for future
316 * random number generation. Based on the number of bytes we are given, and
317 * the break values for the different R.N.G.'s, we choose the best (largest)
318 * one we can and set things up for it. srandom() is then called to
319 * initialize the state information.
321 * Note that on return from srandom(), we set state[-1] to be the type
322 * multiplexed with the current value of the rear pointer; this is so
323 * successive calls to initstate() won't lose this information and will be
324 * able to restart with setstate().
326 * Note: the first thing we do is save the current state, if any, just like
327 * setstate() so that it doesn't matter when initstate is called.
329 * Returns a pointer to the old state.
331 * Note: The Sparc platform requires that arg_state begin on a long
332 * word boundary; otherwise a bus error will occur. Even so, lint will
333 * complain about mis-alignment, but you should disregard these messages.
337 unsigned long seed
, /* seed for R.N.G. */
338 char *arg_state
, /* pointer to state array */
339 long n
/* # bytes of state info */
342 register char *ostate
= (char *)(&state
[-1]);
343 register long *long_arg_state
= (long *) arg_state
;
345 if (rand_type
== TYPE_0
)
346 state
[-1] = rand_type
;
348 state
[-1] = MAX_TYPES
* (rptr
- state
) + rand_type
;
350 (void)fprintf(stderr
,
351 "random: not enough state (%ld bytes); ignored.\n", n
);
358 } else if (n
< BREAK_2
) {
362 } else if (n
< BREAK_3
) {
366 } else if (n
< BREAK_4
) {
375 state
= (long *) (long_arg_state
+ 1); /* first location */
376 end_ptr
= &state
[rand_deg
]; /* must set end_ptr before srandom */
378 if (rand_type
== TYPE_0
)
379 long_arg_state
[0] = rand_type
;
381 long_arg_state
[0] = MAX_TYPES
* (rptr
- state
) + rand_type
;
388 * Restore the state from the given state array.
390 * Note: it is important that we also remember the locations of the pointers
391 * in the current state information, and restore the locations of the pointers
392 * from the old state information. This is done by multiplexing the pointer
393 * location into the zeroeth word of the state information.
395 * Note that due to the order in which things are done, it is OK to call
396 * setstate() with the same state as the current state.
398 * Returns a pointer to the old state information.
400 * Note: The Sparc platform requires that arg_state begin on a long
401 * word boundary; otherwise a bus error will occur. Even so, lint will
402 * complain about mis-alignment, but you should disregard these messages.
406 char *arg_state
/* pointer to state array */
409 register long *new_state
= (long *) arg_state
;
410 register long type
= new_state
[0] % MAX_TYPES
;
411 register long rear
= new_state
[0] / MAX_TYPES
;
412 char *ostate
= (char *)(&state
[-1]);
414 if (rand_type
== TYPE_0
)
415 state
[-1] = rand_type
;
417 state
[-1] = MAX_TYPES
* (rptr
- state
) + rand_type
;
425 rand_deg
= degrees
[type
];
426 rand_sep
= seps
[type
];
429 (void)fprintf(stderr
,
430 "random: state info corrupted; not changed.\n");
432 state
= (long *) (new_state
+ 1);
433 if (rand_type
!= TYPE_0
) {
435 fptr
= &state
[(rear
+ rand_sep
) % rand_deg
];
437 end_ptr
= &state
[rand_deg
]; /* set end_ptr too */
444 * If we are using the trivial TYPE_0 R.N.G., just do the old linear
445 * congruential bit. Otherwise, we do our fancy trinomial stuff, which is
446 * the same in all the other cases due to all the global variables that have
447 * been set up. The basic operation is to add the number at the rear pointer
448 * into the one at the front pointer. Then both pointers are advanced to
449 * the next location cyclically in the table. The value returned is the sum
450 * generated, reduced to 31 bits by throwing away the "least random" low bit.
452 * Note: the code takes advantage of the fact that both the front and
453 * rear pointers can't wrap on the same call by not testing the rear
454 * pointer if the front one has wrapped.
456 * Returns a 31-bit random number.
462 register long *f
, *r
;
464 if (rand_type
== TYPE_0
) {
466 state
[0] = i
= (good_rand(i
)) & 0x7fffffff;
469 * Use local variables rather than static variables for speed.
473 i
= (*f
>> 1) & 0x7fffffff; /* chucking least random bit */
474 if (++f
>= end_ptr
) {
478 else if (++r
>= end_ptr
) {