#ifdef TARGETPYTHON #include "Python.h" #endif #ifndef TARGETPYTHON #define STRICT_R_HEADERS #include #include #include #include #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 state variables are capped to 0x7FFFFFFF using a * bitwise and. This is to overcome limitations of R. 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 */ int lfsr113(int **state) { unsigned long z1, z2, z3, z4, 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 & 0x7FFFFFFF; (*state)[1] = z2 & 0x7FFFFFFF; (*state)[2] = z3 & 0x7FFFFFFF; (*state)[3] = z4 & 0x7FFFFFFF; b = b & 0x7FFFFFFF; return(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. Here too the state variables are * capped at 0x7FFFFFF. * * @param[in] seed user supplied seed value for the RNG * @param[out] state state of the RNG */ void lfsr113_seed(unsigned long seed, int **state) { unsigned long z1 = 2, z2 = 8, z3 = 16, z4 = 128; z1 = (z1 * (seed + 1)) & 0x7FFFFFFF; z2 = (z2 * (seed + 1)) & 0x7FFFFFFF; z3 = (z3 * (seed + 1)) & 0x7FFFFFFF; z4 = (z4 * (seed + 1)) & 0x7FFFFFFF; if (*state == NULL) { (*state) = malloc(sizeof(int)*4); } (*state)[0] = (int) z1; (*state)[1] = (int) z2; (*state)[2] = (int) z3; (*state)[3] = (int) z4; } #ifdef TARGETPYTHON /* * * Start of Python code * */ static PyObject *syncrng_seed(PyObject *self, PyObject *args) { int seed, *state = NULL; if (!PyArg_ParseTuple(args, "i", &seed)) return NULL; lfsr113_seed(seed, &state); PyObject *pystate = Py_BuildValue("[i, i, i, i]", state[0], state[1], state[2], state[3]); free(state); return pystate; } static PyObject *syncrng_rand(PyObject *self, PyObject *args) { int i, value, numints, *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(int)*5); numints = PyList_Size(listObj); for (i=0; i