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| author | Gertjan van den Burg <gertjanvandenburg@gmail.com> | 2021-01-14 17:15:44 +0000 |
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| committer | Gertjan van den Burg <gertjanvandenburg@gmail.com> | 2021-01-14 17:15:44 +0000 |
| commit | 4214782b1e06ce8510d70cc2fc36a3b544508948 (patch) | |
| tree | d0f848e77771b833160bda6d50649bb001eb4f59 /new_R/src/syncrng.c | |
| parent | add NEWS.md to git (diff) | |
| download | SyncRNG-4214782b1e06ce8510d70cc2fc36a3b544508948.tar.gz SyncRNG-4214782b1e06ce8510d70cc2fc36a3b544508948.zip | |
Move R package to separate directory
Rearranging repository
Diffstat (limited to 'new_R/src/syncrng.c')
| -rw-r--r-- | new_R/src/syncrng.c | 375 |
1 files changed, 375 insertions, 0 deletions
diff --git a/new_R/src/syncrng.c b/new_R/src/syncrng.c new file mode 100644 index 0000000..71fe58e --- /dev/null +++ b/new_R/src/syncrng.c @@ -0,0 +1,375 @@ +#ifdef TARGETPYTHON +#include "Python.h" +#include <stdint.h> +#endif + +#ifndef TARGETPYTHON +#define STRICT_R_HEADERS +#include <stdint.h> +#include <stdio.h> +#include <stdlib.h> +#include <R.h> +#include <Rinternals.h> +#include <R_ext/Random.h> +#include <R_ext/Rdynload.h> +#endif + +/** + * @brief Generate a single random number using the capped Tausworthe RNG + * + * @details + * This generates random numbers according to the process described in [1]. As + * an additional step, the resulting random number is capped to 0xFFFFFFFF + * using a bitwise and. This is done to yield the range [0, 2^32-1]. On + * return, the state variables are updated. + * + * [1]: @article{l1996maximally, + * title={Maximally equidistributed combined Tausworthe generators}, + * author={L’ecuyer, Pierre}, + * journal={Mathematics of Computation of the American Mathematical + * Society}, + * volume={65}, + * number={213}, + * pages={203--213}, + * year={1996} + * } + * + * @param[in,out] state pointer to current state array + * + * @return a generated random number + */ +uint32_t lfsr113(uint64_t **state) +{ + uint64_t z1, z2, z3, z4; + uint64_t b; + + z1 = (*state)[0]; + z2 = (*state)[1]; + z3 = (*state)[2]; + z4 = (*state)[3]; + + b = (((z1 << 6) ^ z1) >> 13); + z1 = (((z1 & 4294967294) << 18) ^ b); + + b = (((z2 << 2) ^ z2) >> 27); + z2 = (((z2 & 4294967288) << 2) ^ b); + + b = (((z3 << 13) ^ z3) >> 21); + z3 = (((z3 & 4294967280) << 7) ^ b); + + b = (((z4 << 3) ^ z4) >> 12); + z4 = (((z4 & 4294967168) << 13) ^ b); + + b = (z1 ^ z2 ^ z3 ^ z4); + + (*state)[0] = z1; + (*state)[1] = z2; + (*state)[2] = z3; + (*state)[3] = z4; + + b = b & 0xFFFFFFFF; + + return((uint32_t) b); +} + +/** + * @brief Seed the Tausworthe RNG using a seed value + * + * @details + * This function seeds the state array using a supplied seed value. As noted + * in [1] (see lfsr113()), the values of z1, z2, z3, and z4 should be larger + * than 1, 7, 15, and 127 respectively. + * + * @param[in] seed user supplied seed value for the RNG + * @param[out] state state of the RNG + */ +void lfsr113_seed(uint32_t seed, uint64_t **state) +{ + uint64_t z1 = 2, + z2 = 8, + z3 = 16, + z4 = 128; + + z1 = (z1 * (seed + 1)); + z2 = (z2 * (seed + 1)); + z3 = (z3 * (seed + 1)); + z4 = (z4 * (seed + 1)); + + z1 = (z1 > 1) ? z1 : z1 + 1; + z2 = (z2 > 7) ? z2 : z2 + 7; + z3 = (z3 > 15) ? z3 : z3 + 15; + z4 = (z4 > 127) ? z4 : z4 + 127; + + if (*state == NULL) { + (*state) = malloc(sizeof(uint64_t)*4); + } + + (*state)[0] = z1; + (*state)[1] = z2; + (*state)[2] = z3; + (*state)[3] = z4; +} + +#ifdef TARGETPYTHON +/* + * + * Start of Python code + * + */ + +static PyObject *syncrng_seed(PyObject *self, PyObject *args) +{ + uint32_t seed; + uint64_t *state = NULL; + + if (!PyArg_ParseTuple(args, "k", &seed)) + return NULL; + + lfsr113_seed(seed, &state); + + PyObject *pystate = Py_BuildValue("[k, k, k, k]", + state[0], state[1], state[2], state[3]); + free(state); + return pystate; +} + +static PyObject *syncrng_rand(PyObject *self, PyObject *args) +{ + uint32_t i, value, numints; + uint64_t *localstate; + + PyObject *listObj; + PyObject *intObj; + + if (!PyArg_ParseTuple(args, "O!", &PyList_Type, &listObj)) + return NULL; + + // we're just assuming you would never pass more than 4 values + localstate = malloc(sizeof(uint32_t)*5); + numints = PyList_Size(listObj); + for (i=0; i<numints; i++) { + intObj = PyList_GetItem(listObj, i); + value = (uint32_t) PyLong_AsLong(intObj); + localstate[i] = value; + } + + uint32_t rand = lfsr113(&localstate); + localstate[4] = rand; + + PyObject *pystate = Py_BuildValue("[k, k, k, k, k]", + localstate[0], localstate[1], localstate[2], + localstate[3], rand); + free(localstate); + return pystate; +} + +static PyMethodDef SyncRNGMethods[] = { + {"seed", syncrng_seed, METH_VARARGS, + "Seed the RNG."}, + {"rand", syncrng_rand, METH_VARARGS, + "Generate a single random integer using SyncRNG."}, + {NULL, NULL, 0, NULL} +}; + +#if PY_MAJOR_VERSION >= 3 + static struct PyModuleDef moduledef = { + PyModuleDef_HEAD_INIT, + "syncrng", + "Python interface to SyncRNG", + -1, + SyncRNGMethods, + NULL, + NULL, + NULL, + NULL + }; +#endif + + +static PyObject * +moduleinit(void) +{ + PyObject *m; + + #if PY_MAJOR_VERSION >= 3 + m = PyModule_Create(&moduledef); + #else + m = Py_InitModule3("syncrng", SyncRNGMethods, + "Python interface to SyncRNG"); + #endif + + return m; +} + +#if PY_MAJOR_VERSION >= 3 +PyMODINIT_FUNC +PyInit_syncrng(void) +{ + return moduleinit(); +} +#else +PyMODINIT_FUNC +initsyncrng(void) +{ + moduleinit(); +} +#endif +#endif + +#ifndef TARGETPYTHON + +/* + * + * Start of R code + * + */ + +SEXP R_syncrng_seed(SEXP seed); +SEXP R_syncrng_rand(SEXP state); + +R_CallMethodDef callMethods[] = { + {"R_syncrng_seed", (DL_FUNC) &R_syncrng_seed, 1}, + {"R_syncrng_rand", (DL_FUNC) &R_syncrng_seed, 1}, + {NULL, NULL, 0} +}; +R_CMethodDef cMethods[] = { + {NULL, NULL, 0} +}; + +void R_init_myLib(DllInfo *info) +{ + R_registerRoutines(info, cMethods, callMethods, NULL, NULL); + R_useDynamicSymbols(info, TRUE); +} + +// Set the seed for the generator from the reference class +SEXP R_syncrng_seed(SEXP seed) +{ + int i; + double *pseed = REAL(seed), + *pstate = NULL; + uint32_t useed = (uint32_t) *pseed; + uint64_t *state = NULL; + + lfsr113_seed(useed, &state); + + SEXP Rstate = PROTECT(allocVector(REALSXP, 5)); + pstate = REAL(Rstate); + for (i=0; i<4; i++) { + pstate[i] = (double) state[i]; + } + pstate[4] = -1.0; + free(state); + + UNPROTECT(1); + return Rstate; +} + +// get a random number from the reference class +SEXP R_syncrng_rand(SEXP state) +{ + uint64_t *localstate = malloc(sizeof(uint64_t)*4); + double *pstate = REAL(state); + int i; + for (i=0; i<4; i++) { + localstate[i] = (uint64_t) pstate[i]; + } + + uint32_t rand = lfsr113(&localstate); + + SEXP Rstate = PROTECT(allocVector(REALSXP, 5)); + pstate = REAL(Rstate); + + for (i=0; i<4; i++) { + pstate[i] = (double) localstate[i]; + } + pstate[4] = (double) rand; + UNPROTECT(1); + + free(localstate); + + return Rstate; +} + +/* + * The following code is used to make SyncRNG a real "user-defined" RNG + * follwing .Random.user documentation. + * + */ + +static uint32_t global_R_seed; +static int global_R_nseed = 1; +static double global_R_result_uniform; +static double global_R_result_normal; +static uint64_t *global_R_state = NULL; + +double *user_unif_rand() +{ + if (global_R_state == NULL) { + // if it's not seeded yet we seed it with 0 + global_R_seed = 0; + lfsr113_seed(global_R_seed, &global_R_state); + } + + uint32_t rand = lfsr113(&global_R_state); + global_R_result_uniform = rand * 2.3283064365387e-10; + return &global_R_result_uniform; +} + +// see: https://stackoverflow.com/q/47824450/1154005 +Int32 _unscramble(Int32 scram) +{ + int j; + for (j=0; j<50; j++) { + scram = ((scram - 1) * 2783094533); + } + return scram; +} + +// note that Int32 is "unsigned int" which is not necessarily 32 bit +void user_unif_init(Int32 seed_in) +{ + global_R_seed = seed_in; + uint32_t useed = _unscramble(seed_in); + + // destroy the previous state, we're reseeding the RNG + if (global_R_state != NULL) { + free(global_R_state); + global_R_state = NULL; + } + lfsr113_seed(useed, &global_R_state); +} + +int *user_unif_nseed() +{ + return &global_R_nseed; +} + +int *user_unif_seedloc() +{ + return (int *) &global_R_seed; +} + +double *user_norm_rand() +{ + double u, v, z, x; + do { + u = *user_unif_rand(); + v = 0.857764 * (2. * (*user_unif_rand()) - 1); + x = v/u; + z = 0.25 * x * x; + if (z < 1. - u) + break; + if (z > 0.259/u + 0.35) + continue; + } while (z > -log(u)); + global_R_result_normal = x; + return &global_R_result_normal; +} + +/* + * + * End of R code + * + */ +#endif |
