diff options
Diffstat (limited to 'numpy')
| -rw-r--r-- | numpy/random/mtrand/mtrand.c | 2998 |
1 files changed, 1560 insertions, 1438 deletions
diff --git a/numpy/random/mtrand/mtrand.c b/numpy/random/mtrand/mtrand.c index 9f82736b4..c2d630440 100644 --- a/numpy/random/mtrand/mtrand.c +++ b/numpy/random/mtrand/mtrand.c @@ -1,4 +1,4 @@ -/* Generated by Cython 0.15 on Sat Mar 3 21:58:53 2012 */ +/* Generated by Cython 0.15.1 on Sat Mar 10 09:46:28 2012 */ #define PY_SSIZE_T_CLEAN #include "Python.h" @@ -269,7 +269,7 @@ # else # define CYTHON_UNUSED # endif -# elif defined(__ICC) || (defined(__INTEL_COMPILER) && !defined(_MSC_VER)) +# elif defined(__ICC) || defined(__INTEL_COMPILER) # define CYTHON_UNUSED __attribute__ ((__unused__)) # else # define CYTHON_UNUSED @@ -610,6 +610,8 @@ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int #define __Pyx_PyString_Equals __Pyx_PyBytes_Equals #endif +static CYTHON_INLINE PyObject *__Pyx_PyInt_to_py_npy_intp(npy_intp); + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); @@ -642,6 +644,8 @@ static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); +static CYTHON_INLINE npy_intp __Pyx_PyInt_from_py_npy_intp(PyObject *); + static int __Pyx_check_binary_version(void); static PyTypeObject *__Pyx_ImportType(const char *module_name, const char *class_name, size_t size, int strict); /*proto*/ @@ -677,7 +681,7 @@ static PyObject *__pyx_f_6mtrand_discnmN_array_sc(rk_state *, __pyx_t_6mtrand_rk static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state *, __pyx_t_6mtrand_rk_discnmN, PyObject *, PyArrayObject *, PyArrayObject *, PyArrayObject *); /*proto*/ static PyObject *__pyx_f_6mtrand_discd_array_sc(rk_state *, __pyx_t_6mtrand_rk_discd, PyObject *, double); /*proto*/ static PyObject *__pyx_f_6mtrand_discd_array(rk_state *, __pyx_t_6mtrand_rk_discd, PyObject *, PyArrayObject *); /*proto*/ -static double __pyx_f_6mtrand_kahan_sum(double *, long); /*proto*/ +static double __pyx_f_6mtrand_kahan_sum(double *, npy_intp); /*proto*/ #define __Pyx_MODULE_NAME "mtrand" int __pyx_module_is_main_mtrand = 0; @@ -1369,22 +1373,22 @@ static PyObject *__pyx_k_tuple_190; static PyObject *__pyx_f_6mtrand_cont0_array(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_cont0 __pyx_v_func, PyObject *__pyx_v_size) { double *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("cont0_array"); /* "mtrand.pyx":134 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state) @@ -1521,22 +1525,22 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state *__pyx_v_state, __pyx_t_6m static PyObject *__pyx_f_6mtrand_cont1_array_sc(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_cont1 __pyx_v_func, PyObject *__pyx_v_size, double __pyx_v_a) { double *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("cont1_array_sc"); /* "mtrand.pyx":151 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state, a) @@ -1937,22 +1941,22 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state *__pyx_v_state, __pyx_t_6m static PyObject *__pyx_f_6mtrand_cont2_array_sc(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_cont2 __pyx_v_func, PyObject *__pyx_v_size, double __pyx_v_a, double __pyx_v_b) { double *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("cont2_array_sc"); /* "mtrand.pyx":198 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state, a, b) @@ -2378,22 +2382,22 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state *__pyx_v_state, __pyx_t_6m static PyObject *__pyx_f_6mtrand_cont3_array_sc(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_cont3 __pyx_v_func, PyObject *__pyx_v_size, double __pyx_v_a, double __pyx_v_b, double __pyx_v_c) { double *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("cont3_array_sc"); /* "mtrand.pyx":250 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state, a, b, c) @@ -2829,22 +2833,22 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state *__pyx_v_state, __pyx_t_6m static PyObject *__pyx_f_6mtrand_disc0_array(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_disc0 __pyx_v_func, PyObject *__pyx_v_size) { long *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("disc0_array"); /* "mtrand.pyx":303 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state) @@ -2976,22 +2980,22 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state *__pyx_v_state, __pyx_t_6m static PyObject *__pyx_f_6mtrand_discnp_array_sc(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_discnp __pyx_v_func, PyObject *__pyx_v_size, long __pyx_v_n, double __pyx_v_p) { long *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("discnp_array_sc"); /* "mtrand.pyx":319 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state, n, p) @@ -3407,22 +3411,22 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state *__pyx_v_state, __pyx_t_6 static PyObject *__pyx_f_6mtrand_discdd_array_sc(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_discdd __pyx_v_func, PyObject *__pyx_v_size, double __pyx_v_n, double __pyx_v_p) { long *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("discdd_array_sc"); /* "mtrand.pyx":368 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state, n, p) @@ -3838,22 +3842,22 @@ static PyObject *__pyx_f_6mtrand_discdd_array(rk_state *__pyx_v_state, __pyx_t_6 static PyObject *__pyx_f_6mtrand_discnmN_array_sc(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_discnmN __pyx_v_func, PyObject *__pyx_v_size, long __pyx_v_n, long __pyx_v_m, long __pyx_v_N) { long *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("discnmN_array_sc"); /* "mtrand.pyx":418 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state, n, m, N) @@ -4279,22 +4283,22 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state *__pyx_v_state, __pyx_t_ static PyObject *__pyx_f_6mtrand_discd_array_sc(rk_state *__pyx_v_state, __pyx_t_6mtrand_rk_discd __pyx_v_func, PyObject *__pyx_v_size, double __pyx_v_a) { long *__pyx_v_array_data; PyArrayObject *arrayObject = 0; - long __pyx_v_length; - long __pyx_v_i; + npy_intp __pyx_v_length; + npy_intp __pyx_v_i; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations int __pyx_t_1; PyObject *__pyx_t_2 = NULL; PyObject *__pyx_t_3 = NULL; PyObject *__pyx_t_4 = NULL; - long __pyx_t_5; + npy_intp __pyx_t_5; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; __Pyx_RefNannySetupContext("discd_array_sc"); /* "mtrand.pyx":471 - * cdef long i + * cdef npy_intp i * * if size is None: # <<<<<<<<<<<<<< * return func(state, a) @@ -4650,7 +4654,7 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state *__pyx_v_state, __pyx_t_6m * PyArray_MultiIter_NEXTi(multi, 1) * return array # <<<<<<<<<<<<<< * - * cdef double kahan_sum(double *darr, long n): + * cdef double kahan_sum(double *darr, npy_intp n): */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(((PyObject *)arrayObject)); @@ -4677,25 +4681,25 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state *__pyx_v_state, __pyx_t_6m /* "mtrand.pyx":510 * return array * - * cdef double kahan_sum(double *darr, long n): # <<<<<<<<<<<<<< + * cdef double kahan_sum(double *darr, npy_intp n): # <<<<<<<<<<<<<< * cdef double c, y, t, sum - * cdef long i + * cdef npy_intp i */ -static double __pyx_f_6mtrand_kahan_sum(double *__pyx_v_darr, long __pyx_v_n) { +static double __pyx_f_6mtrand_kahan_sum(double *__pyx_v_darr, npy_intp __pyx_v_n) { double __pyx_v_c; double __pyx_v_y; double __pyx_v_t; double __pyx_v_sum; - long __pyx_v_i; + npy_intp __pyx_v_i; double __pyx_r; __Pyx_RefNannyDeclarations - long __pyx_t_1; + npy_intp __pyx_t_1; __Pyx_RefNannySetupContext("kahan_sum"); /* "mtrand.pyx":513 * cdef double c, y, t, sum - * cdef long i + * cdef npy_intp i * sum = darr[0] # <<<<<<<<<<<<<< * c = 0.0 * for i from 1 <= i < n: @@ -4703,7 +4707,7 @@ static double __pyx_f_6mtrand_kahan_sum(double *__pyx_v_darr, long __pyx_v_n) { __pyx_v_sum = (__pyx_v_darr[0]); /* "mtrand.pyx":514 - * cdef long i + * cdef npy_intp i * sum = darr[0] * c = 0.0 # <<<<<<<<<<<<<< * for i from 1 <= i < n: @@ -4795,33 +4799,35 @@ static int __pyx_pf_6mtrand_11RandomState___init__(PyObject *__pyx_v_self, PyObj int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__seed,0}; __Pyx_RefNannySetupContext("__init__"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); + if (value) { values[0] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 558; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "__init__") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 558; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_seed = values[0]; - } else { - __pyx_v_seed = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: __pyx_v_seed = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -4948,33 +4954,35 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_2seed(PyObject *__pyx_v_self, Py int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__seed,0}; __Pyx_RefNannySetupContext("seed"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__seed); + if (value) { values[0] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "seed") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "seed") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 568; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_seed = values[0]; - } else { - __pyx_v_seed = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: __pyx_v_seed = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -5858,33 +5866,35 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_8random_sample(PyObject *__pyx_v int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("random_sample"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); 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__pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "random_sample") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 719; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_size = values[0]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -5941,33 +5951,35 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_9tomaxint(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; 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__pyx_lineno = 809; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_low = values[0]; __pyx_v_high = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_high = ((PyObject *)Py_None); - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: __pyx_v_high = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_low = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -6093,7 +6107,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_10randint(PyObject *__pyx_v_self __pyx_L4_argument_unpacking_done:; /* "mtrand.pyx":866 - * cdef long i + * cdef npy_intp i * * if high is None: # <<<<<<<<<<<<<< * lo = 0 @@ -6270,8 +6284,8 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_10randint(PyObject *__pyx_v_self * rv = lo + <long>rk_interval(diff, self. internal_state) * array_data[i] = rv */ - __pyx_t_2 = __pyx_v_length; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + __pyx_t_6 = __pyx_v_length; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_6; __pyx_v_i++) { /* "mtrand.pyx":885 * array_data = <long *>array.data @@ -6297,7 +6311,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_10randint(PyObject *__pyx_v_self * array_data[i] = rv * return array # <<<<<<<<<<<<<< * - * def bytes(self, unsigned int length): + * def bytes(self, npy_intp length): */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(((PyObject *)arrayObject)); @@ -6324,7 +6338,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_10randint(PyObject *__pyx_v_self /* "mtrand.pyx":889 * return array * - * def bytes(self, unsigned int length): # <<<<<<<<<<<<<< + * def bytes(self, npy_intp length): # <<<<<<<<<<<<<< * """ * bytes(length) */ @@ -6332,7 +6346,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_10randint(PyObject *__pyx_v_self static PyObject *__pyx_pf_6mtrand_11RandomState_11bytes(PyObject *__pyx_v_self, PyObject *__pyx_arg_length); /*proto*/ static char __pyx_doc_6mtrand_11RandomState_11bytes[] = "\n bytes(length)\n\n Return random bytes.\n\n Parameters\n ----------\n length : int\n Number of random bytes.\n\n Returns\n -------\n out : str\n String of length `length`.\n\n Examples\n --------\n >>> np.random.bytes(10)\n ' eh\\x85\\x022SZ\\xbf\\xa4' #random\n\n "; static PyObject *__pyx_pf_6mtrand_11RandomState_11bytes(PyObject *__pyx_v_self, PyObject *__pyx_arg_length) { - unsigned int __pyx_v_length; + npy_intp __pyx_v_length; void *__pyx_v_bytes; PyObject *__pyx_v_bytestring = NULL; PyObject *__pyx_r = NULL; @@ -6343,7 +6357,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_11bytes(PyObject *__pyx_v_self, int __pyx_clineno = 0; __Pyx_RefNannySetupContext("bytes"); assert(__pyx_arg_length); { - __pyx_v_length = __Pyx_PyInt_AsUnsignedInt(__pyx_arg_length); if (unlikely((__pyx_v_length == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_length = __Pyx_PyInt_from_py_npy_intp(__pyx_arg_length); if (unlikely((__pyx_v_length == (npy_intp)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } goto __pyx_L4_argument_unpacking_done; __pyx_L3_error:; @@ -6437,60 +6451,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_12choice(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,&__pyx_n_s__replace,&__pyx_n_s__p,0}; __Pyx_RefNannySetupContext("choice"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[4] = {0,0,0,0}; values[1] = ((PyObject *)__pyx_int_1); values[2] = __pyx_k_15; values[3] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; 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+ switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); - if (value) { values[1] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__low); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); 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+ else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__high); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "random_integers") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "random_integers") < 0)) {__pyx_filename = __pyx_f[0]; 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+ switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1357; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); 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static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__b,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("beta"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__b); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("beta", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__b); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("beta", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "beta") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "beta") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1457; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_a = values[0]; __pyx_v_b = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_b = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -8869,43 +8886,44 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_20exponential(PyObject *__pyx_v_ int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("exponential"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[0] = __pyx_k_48; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1516; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_scale = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_scale = __pyx_k_48; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -9110,33 +9128,35 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_21standard_exponential(PyObject int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_exponential"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[0] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_exponential") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1570; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_size = values[0]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -9200,40 +9220,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_22standard_gamma(PyObject *__pyx int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__shape,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_gamma"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shape); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shape); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_gamma") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1598; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); 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} - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__shape); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "gamma") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "gamma") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1680; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_shape = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_scale = __pyx_k_54; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_shape = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -9815,51 +9838,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_24f(PyObject *__pyx_v_self, PyOb int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__dfnum,&__pyx_n_s__dfden,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("f"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("f", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("f", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1771; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_dfnum = values[0]; __pyx_v_dfden = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_dfden = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_dfnum = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -10186,60 +10209,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_25noncentral_f(PyObject *__pyx_v int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__dfnum,&__pyx_n_s__dfden,&__pyx_n_s__nonc,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("noncentral_f"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[4] = {0,0,0,0}; values[3] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfnum); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__dfden); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); + if (likely(values[2])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[3] = value; kw_args--; } + } } - case 2: - values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); - if (likely(values[2])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("noncentral_f", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - case 3: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[3] = value; kw_args--; } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_f") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1874; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } __pyx_v_dfnum = values[0]; __pyx_v_dfden = values[1]; __pyx_v_nonc = values[2]; __pyx_v_size = values[3]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: - __pyx_v_nonc = PyTuple_GET_ITEM(__pyx_args, 2); - __pyx_v_dfden = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_dfnum = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -10685,40 +10708,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_26chisquare(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__df,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("chisquare"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1969; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_df = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_df = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -10933,51 +10958,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_27noncentral_chisquare(PyObject int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__df,&__pyx_n_s__nonc,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("noncentral_chisquare"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("noncentral_chisquare", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nonc); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("noncentral_chisquare", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "noncentral_chisquare") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2047; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_df = values[0]; __pyx_v_nonc = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_nonc = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_df = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11307,33 +11332,35 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_28standard_cauchy(PyObject *__py int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_cauchy"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[1] = {0}; values[0] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[0] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_cauchy") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_cauchy") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2139; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_size = values[0]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 1: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11397,40 +11424,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_29standard_t(PyObject *__pyx_v_s int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__df,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("standard_t"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__df); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_t") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "standard_t") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2200; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_df = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_df = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11645,51 +11674,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_30vonmises(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mu,&__pyx_n_s__kappa,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("vonmises"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mu); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__kappa); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("vonmises", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mu); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__kappa); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("vonmises", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "vonmises") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "vonmises") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2301; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_mu = values[0]; __pyx_v_kappa = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_kappa = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_mu = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -11924,40 +11953,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_31pareto(PyObject *__pyx_v_self, int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("pareto"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "pareto") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2395; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "pareto") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2395; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_a = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -12169,40 +12200,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_32weibull(PyObject *__pyx_v_self int __pyx_clineno = 0; 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+ case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__a); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "weibull") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2491; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "weibull") < 0)) {__pyx_filename = __pyx_f[0]; 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static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__loc,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("laplace"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_93; values[1] = __pyx_k_94; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[1] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "laplace") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2700; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "laplace") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2700; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_loc = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_loc = __pyx_k_93; - __pyx_v_scale = __pyx_k_94; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_loc = PyTuple_GET_ITEM(__pyx_args, 0); 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kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[1] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "gumbel") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2790; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "gumbel") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2790; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_loc = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_loc = __pyx_k_97; - __pyx_v_scale = __pyx_k_98; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_loc = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -13230,53 +13265,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_36logistic(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__loc,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("logistic"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_101; values[1] = __pyx_k_102; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[1] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__loc); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logistic") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2921; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logistic") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2921; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_loc = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_loc = __pyx_k_101; - __pyx_v_scale = __pyx_k_102; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_loc = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -13514,53 +13549,53 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_37lognormal(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mean,&__pyx_n_s__sigma,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("lognormal"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[0] = __pyx_k_105; values[1] = __pyx_k_106; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sigma); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__sigma); - if (value) { values[1] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "lognormal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3009; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "lognormal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3009; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } __pyx_v_mean = values[0]; __pyx_v_sigma = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_mean = __pyx_k_105; - __pyx_v_sigma = __pyx_k_106; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: __pyx_v_sigma = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_mean = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -13795,43 +13830,44 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_38rayleigh(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("rayleigh"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[0] = __pyx_k_111; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "rayleigh") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3130; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "rayleigh") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3130; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_scale = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_scale = __pyx_k_111; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -14046,51 +14082,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_39wald(PyObject *__pyx_v_self, P int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mean,&__pyx_n_s__scale,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("wald"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("wald", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__scale); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("wald", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "wald") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "wald") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3202; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_mean = values[0]; __pyx_v_scale = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_scale = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_mean = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -14416,60 +14452,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_40triangular(PyObject *__pyx_v_s int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__left,&__pyx_n_s__mode,&__pyx_n_s__right,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("triangular"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[4] = {0,0,0,0}; values[3] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__left); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mode); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3288; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__left); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mode); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3288; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__right); + if (likely(values[2])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3288; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[3] = value; kw_args--; } + } } - case 2: - values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__right); - if (likely(values[2])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("triangular", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3288; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "triangular") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3288; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } - case 3: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[3] = value; kw_args--; } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "triangular") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3288; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } __pyx_v_left = values[0]; __pyx_v_mode = values[1]; __pyx_v_right = values[2]; __pyx_v_size = values[3]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: - __pyx_v_right = PyTuple_GET_ITEM(__pyx_args, 2); - __pyx_v_mode = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_left = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -14912,51 +14948,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_41binomial(PyObject *__pyx_v_sel int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__n,&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("binomial"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("binomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3376; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("binomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3376; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3376; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3376; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_n = values[0]; __pyx_v_p = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_n = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -15359,51 +15395,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_42negative_binomial(PyObject *__ int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__n,&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("negative_binomial"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); 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- if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("negative_binomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3484; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "negative_binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3484; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "negative_binomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3484; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_n = values[0]; __pyx_v_p = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_n = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -15819,43 +15855,44 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_43poisson(PyObject *__pyx_v_self int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__lam,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("poisson"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[0] = __pyx_k_145; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__lam); - if (value) { values[0] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__lam); + if (value) { values[0] = value; kw_args--; } + } + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "poisson") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3579; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "poisson") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3579; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_lam = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_lam = __pyx_k_145; - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_lam = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -16160,40 +16197,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_44zipf(PyObject *__pyx_v_self, P int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__a,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("zipf"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); 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kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "zipf") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3650; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "zipf") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3650; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_a = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_a = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -16405,40 +16444,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_45geometric(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("geometric"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "geometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3738; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "geometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3738; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_p = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -16743,60 +16784,60 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_46hypergeometric(PyObject *__pyx int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__ngood,&__pyx_n_s__nbad,&__pyx_n_s__nsample,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("hypergeometric"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[4] = {0,0,0,0}; values[3] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ngood); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nbad); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3804; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 2: - values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nsample); - if (likely(values[2])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3804; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__ngood); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nbad); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3804; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + values[2] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__nsample); + if (likely(values[2])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("hypergeometric", 0, 3, 4, 2); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3804; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[3] = value; kw_args--; } + } } - case 3: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[3] = value; kw_args--; } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "hypergeometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3804; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "hypergeometric") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3804; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_ngood = values[0]; __pyx_v_nbad = values[1]; __pyx_v_nsample = values[2]; __pyx_v_size = values[3]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 4: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 3); - case 3: - __pyx_v_nsample = PyTuple_GET_ITEM(__pyx_args, 2); - __pyx_v_nbad = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_ngood = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -17353,40 +17394,42 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_47logseries(PyObject *__pyx_v_se int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__p,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("logseries"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__p); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logseries") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3923; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "logseries") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3923; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_p = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_p = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -17696,51 +17739,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_48multivariate_normal(PyObject * int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__mean,&__pyx_n_s__cov,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("multivariate_normal"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__cov); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("multivariate_normal", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4018; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__mean); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__cov); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("multivariate_normal", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4018; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multivariate_normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4018; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multivariate_normal") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4018; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_mean = values[0]; __pyx_v_cov = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_cov = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_mean = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -18317,7 +18360,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_48multivariate_normal(PyObject * * x.shape = tuple(final_shape) * return x # <<<<<<<<<<<<<< * - * def multinomial(self, long n, object pvals, size=None): + * def multinomial(self, npy_intp n, object pvals, size=None): */ __Pyx_XDECREF(__pyx_r); __Pyx_INCREF(__pyx_v_x); @@ -18352,7 +18395,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_48multivariate_normal(PyObject * /* "mtrand.pyx":4150 * return x * - * def multinomial(self, long n, object pvals, size=None): # <<<<<<<<<<<<<< + * def multinomial(self, npy_intp n, object pvals, size=None): # <<<<<<<<<<<<<< * """ * multinomial(n, pvals, size=None) */ @@ -18360,17 +18403,17 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_48multivariate_normal(PyObject * static PyObject *__pyx_pf_6mtrand_11RandomState_49multinomial(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/ static char __pyx_doc_6mtrand_11RandomState_49multinomial[] = "\n multinomial(n, pvals, size=None)\n\n Draw samples from a multinomial distribution.\n\n The multinomial distribution is a multivariate generalisation of the\n binomial distribution. Take an experiment with one of ``p``\n possible outcomes. An example of such an experiment is throwing a dice,\n where the outcome can be 1 through 6. Each sample drawn from the\n distribution represents `n` such experiments. Its values,\n ``X_i = [X_0, X_1, ..., X_p]``, represent the number of times the outcome\n was ``i``.\n\n Parameters\n ----------\n n : int\n Number of experiments.\n pvals : sequence of floats, length p\n Probabilities of each of the ``p`` different outcomes. These\n should sum to 1 (however, the last element is always assumed to\n account for the remaining probability, as long as\n ``sum(pvals[:-1]) <= 1)``.\n size : tuple of ints\n Given a `size` of ``(M, N, K)``, then ``M*N*K`` samples are drawn,\n and the output shape becomes ``(M, N, K, p)``, since each sample\n has shape ``(p,)``.\n\n Examples\n --------\n Throw a dice 20 times:\n\n >>> np.random.multinomial(20, [1/6.]*6, size=1)\n array([[4, 1, 7, 5, 2, 1]])\n\n It landed 4 times on 1, once on 2, etc.\n\n Now, throw the dice 20 times, and 20 times again:\n\n >>> np.random.multinomial(20, [1/6.]*6, size=2)\n array([[3, 4, 3, 3, 4, 3],\n [2, 4, 3, 4, 0, 7]])\n\n For the first run, we threw 3 times 1, 4 times 2, etc. For the second,\n we threw 2 times 1, 4 times 2, etc.\n\n A loaded dice is more likely to land on number 6:\n\n >>> np.random.multinomial(100, [1/7.]*5)\n array([13, 16, 13, 16, 42])\n\n "; static PyObject *__pyx_pf_6mtrand_11RandomState_49multinomial(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { - long __pyx_v_n; + npy_intp __pyx_v_n; PyObject *__pyx_v_pvals = 0; PyObject *__pyx_v_size = 0; - long __pyx_v_d; + npy_intp __pyx_v_d; PyArrayObject *arrayObject_parr = 0; PyArrayObject *arrayObject_mnarr = 0; double *__pyx_v_pix; long *__pyx_v_mnix; - long __pyx_v_i; - long __pyx_v_j; - long __pyx_v_dn; + npy_intp __pyx_v_i; + npy_intp __pyx_v_j; + npy_intp __pyx_v_dn; double __pyx_v_Sum; PyObject *__pyx_v_shape = NULL; PyObject *__pyx_v_multin = NULL; @@ -18387,51 +18430,51 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_49multinomial(PyObject *__pyx_v_ int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__n,&__pyx_n_s__pvals,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("multinomial"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[3] = {0,0,0}; values[2] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pvals); - if (likely(values[1])) kw_args--; - else { - __Pyx_RaiseArgtupleInvalid("multinomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; } - case 2: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[2] = value; kw_args--; } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__n); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + values[1] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__pvals); + if (likely(values[1])) kw_args--; + else { + __Pyx_RaiseArgtupleInvalid("multinomial", 0, 2, 3, 1); {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[2] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multinomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "multinomial") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - } - __pyx_v_n = __Pyx_PyInt_AsLong(values[0]); if (unlikely((__pyx_v_n == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + __pyx_v_n = __Pyx_PyInt_from_py_npy_intp(values[0]); if (unlikely((__pyx_v_n == (npy_intp)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} __pyx_v_pvals = values[1]; __pyx_v_size = values[2]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 3: - __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 2); - case 2: - __pyx_v_pvals = PyTuple_GET_ITEM(__pyx_args, 1); - __pyx_v_n = __Pyx_PyInt_AsLong(PyTuple_GET_ITEM(__pyx_args, 0)); if (unlikely((__pyx_v_n == (long)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4150; __pyx_clineno = __LINE__; goto __pyx_L3_error;} - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -18517,7 +18560,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_49multinomial(PyObject *__pyx_v_ * elif type(size) is int: * shape = (size, d) */ - __pyx_t_2 = PyInt_FromLong(__pyx_v_d); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4217; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_to_py_npy_intp(__pyx_v_d); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4217; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4217; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); @@ -18546,7 +18589,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_49multinomial(PyObject *__pyx_v_ * else: * shape = size + (d,) */ - __pyx_t_4 = PyInt_FromLong(__pyx_v_d); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4219; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyInt_to_py_npy_intp(__pyx_v_d); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4219; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4219; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); @@ -18569,7 +18612,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_49multinomial(PyObject *__pyx_v_ * * multin = np.zeros(shape, int) */ - __pyx_t_2 = PyInt_FromLong(__pyx_v_d); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4221; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_to_py_npy_intp(__pyx_v_d); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4221; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4221; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); @@ -18808,14 +18851,14 @@ static char __pyx_doc_6mtrand_11RandomState_50dirichlet[] = "\n dirichlet static PyObject *__pyx_pf_6mtrand_11RandomState_50dirichlet(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) { PyObject *__pyx_v_alpha = 0; PyObject *__pyx_v_size = 0; - long __pyx_v_k; - long __pyx_v_totsize; + npy_intp __pyx_v_k; + npy_intp __pyx_v_totsize; PyArrayObject *__pyx_v_alpha_arr = 0; PyArrayObject *__pyx_v_val_arr = 0; double *__pyx_v_alpha_data; double *__pyx_v_val_data; - long __pyx_v_i; - long __pyx_v_j; + npy_intp __pyx_v_i; + npy_intp __pyx_v_j; double __pyx_v_acc; double __pyx_v_invacc; PyObject *__pyx_v_shape = NULL; @@ -18827,46 +18870,48 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_50dirichlet(PyObject *__pyx_v_se int __pyx_t_3; PyObject *__pyx_t_4 = NULL; PyObject *__pyx_t_5 = NULL; - long __pyx_t_6; + npy_intp __pyx_t_6; int __pyx_lineno = 0; const char *__pyx_filename = NULL; int __pyx_clineno = 0; static PyObject **__pyx_pyargnames[] = {&__pyx_n_s__alpha,&__pyx_n_s__size,0}; __Pyx_RefNannySetupContext("dirichlet"); - if (unlikely(__pyx_kwds)) { - Py_ssize_t kw_args = PyDict_Size(__pyx_kwds); + { PyObject* values[2] = {0,0}; values[1] = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); - case 0: break; - default: goto __pyx_L5_argtuple_error; - } - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 0: - values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alpha); - if (likely(values[0])) kw_args--; - else goto __pyx_L5_argtuple_error; - case 1: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); - if (value) { values[1] = value; kw_args--; } + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 0: + values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alpha); + if (likely(values[0])) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__size); + if (value) { values[1] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "dirichlet") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4243; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, PyTuple_GET_SIZE(__pyx_args), "dirichlet") < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4243; __pyx_clineno = __LINE__; goto __pyx_L3_error;} } __pyx_v_alpha = values[0]; __pyx_v_size = values[1]; - } else { - __pyx_v_size = ((PyObject *)Py_None); - switch (PyTuple_GET_SIZE(__pyx_args)) { - case 2: __pyx_v_size = PyTuple_GET_ITEM(__pyx_args, 1); - case 1: __pyx_v_alpha = PyTuple_GET_ITEM(__pyx_args, 0); - break; - default: goto __pyx_L5_argtuple_error; - } } goto __pyx_L4_argument_unpacking_done; __pyx_L5_argtuple_error:; @@ -18926,7 +18971,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_50dirichlet(PyObject *__pyx_v_se * elif type(size) is int: * shape = (size, k) */ - __pyx_t_2 = PyInt_FromLong(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4334; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_to_py_npy_intp(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4334; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4334; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); @@ -18955,7 +19000,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_50dirichlet(PyObject *__pyx_v_se * else: * shape = size + (k,) */ - __pyx_t_4 = PyInt_FromLong(__pyx_v_k); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4336; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_4 = __Pyx_PyInt_to_py_npy_intp(__pyx_v_k); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4336; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_4); __pyx_t_2 = PyTuple_New(2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4336; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_2)); @@ -18978,7 +19023,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_50dirichlet(PyObject *__pyx_v_se * * diric = np.zeros(shape, np.float64) */ - __pyx_t_2 = PyInt_FromLong(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4338; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_2 = __Pyx_PyInt_to_py_npy_intp(__pyx_v_k); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4338; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_2); __pyx_t_4 = PyTuple_New(1); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4338; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(((PyObject *)__pyx_t_4)); @@ -19195,8 +19240,8 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_50dirichlet(PyObject *__pyx_v_se static PyObject *__pyx_pf_6mtrand_11RandomState_51shuffle(PyObject *__pyx_v_self, PyObject *__pyx_v_x); /*proto*/ static char __pyx_doc_6mtrand_11RandomState_51shuffle[] = "\n shuffle(x)\n\n Modify a sequence in-place by shuffling its contents.\n\n Parameters\n ----------\n x : array_like\n The array or list to be shuffled.\n\n Returns\n -------\n None\n\n Examples\n --------\n >>> arr = np.arange(10)\n >>> np.random.shuffle(arr)\n >>> arr\n [1 7 5 2 9 4 3 6 0 8]\n\n This function only shuffles the array along the first index of a\n multi-dimensional array:\n\n >>> arr = np.arange(9).reshape((3, 3))\n >>> np.random.shuffle(arr)\n >>> arr\n array([[3, 4, 5],\n [6, 7, 8],\n [0, 1, 2]])\n\n "; static PyObject *__pyx_pf_6mtrand_11RandomState_51shuffle(PyObject *__pyx_v_self, PyObject *__pyx_v_x) { - long __pyx_v_i; - long __pyx_v_j; + npy_intp __pyx_v_i; + npy_intp __pyx_v_j; int __pyx_v_copy; PyObject *__pyx_r = NULL; __Pyx_RefNannyDeclarations @@ -19335,13 +19380,13 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_51shuffle(PyObject *__pyx_v_self * i = i - 1 * else: */ - __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_j, sizeof(long), PyInt_FromLong); if (!__pyx_t_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_j, sizeof(npy_intp), __Pyx_PyInt_to_py_npy_intp); if (!__pyx_t_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_7); - __pyx_t_6 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_i, sizeof(long), PyInt_FromLong); if (!__pyx_t_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_6 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_i, sizeof(npy_intp), __Pyx_PyInt_to_py_npy_intp); if (!__pyx_t_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_GOTREF(__pyx_t_6); - if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_i, __pyx_t_7, sizeof(long), PyInt_FromLong) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_i, __pyx_t_7, sizeof(npy_intp), __Pyx_PyInt_to_py_npy_intp) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_j, __pyx_t_6, sizeof(long), PyInt_FromLong) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_j, __pyx_t_6, sizeof(npy_intp), __Pyx_PyInt_to_py_npy_intp) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4405; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; /* "mtrand.pyx":4406 @@ -19409,7 +19454,7 @@ static PyObject *__pyx_pf_6mtrand_11RandomState_51shuffle(PyObject *__pyx_v_self * i = i - 1 * else: */ - __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_j, sizeof(long), PyInt_FromLong); if (!__pyx_t_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4413; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_t_7 = __Pyx_GetItemInt(__pyx_v_x, __pyx_v_j, sizeof(npy_intp), __Pyx_PyInt_to_py_npy_intp); if (!__pyx_t_7) {__pyx_filename = __pyx_f[0]; 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__Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_i, __pyx_t_7, sizeof(long), PyInt_FromLong) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4418; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_i, __pyx_t_7, sizeof(npy_intp), __Pyx_PyInt_to_py_npy_intp) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4418; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; - if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_j, __pyx_t_5, sizeof(long), PyInt_FromLong) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4418; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetItemInt(__pyx_v_x, __pyx_v_j, __pyx_t_5, sizeof(npy_intp), __Pyx_PyInt_to_py_npy_intp) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 4418; __pyx_clineno = __LINE__; goto __pyx_L1_error;} __Pyx_DECREF(__pyx_t_5); __pyx_t_5 = 0; /* "mtrand.pyx":4419 @@ -23532,6 +23577,31 @@ static CYTHON_INLINE int __Pyx_PyUnicode_Equals(PyObject* s1, PyObject* s2, int } } +static CYTHON_INLINE PyObject *__Pyx_PyInt_to_py_npy_intp(npy_intp val) { + const npy_intp neg_one = (npy_intp)-1, const_zero = (npy_intp)0; + const int is_unsigned = const_zero < neg_one; + if ((sizeof(npy_intp) == sizeof(char)) || + (sizeof(npy_intp) == sizeof(short))) { + return PyInt_FromLong((long)val); + } else if ((sizeof(npy_intp) == sizeof(int)) || + (sizeof(npy_intp) == sizeof(long))) { + if (is_unsigned) + return PyLong_FromUnsignedLong((unsigned long)val); + else + return PyInt_FromLong((long)val); + } else if (sizeof(npy_intp) == sizeof(PY_LONG_LONG)) { + if (is_unsigned) + return PyLong_FromUnsignedLongLong((unsigned PY_LONG_LONG)val); + else + return PyLong_FromLongLong((PY_LONG_LONG)val); + } else { + int one = 1; int little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + return _PyLong_FromByteArray(bytes, sizeof(npy_intp), + little, !is_unsigned); + } +} + static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { const unsigned char neg_one = (unsigned char)-1, const_zero = 0; const int is_unsigned = neg_one > const_zero; @@ -23932,6 +24002,58 @@ static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* } } +static CYTHON_INLINE npy_intp __Pyx_PyInt_from_py_npy_intp(PyObject* x) { + const npy_intp neg_one = (npy_intp)-1, const_zero = (npy_intp)0; 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+ v = PyNumber_Long(tmp); + Py_DECREF(tmp); + } + #endif + if (likely(v)) { + int one = 1; int is_little = (int)*(unsigned char *)&one; + unsigned char *bytes = (unsigned char *)&val; + int ret = _PyLong_AsByteArray((PyLongObject *)v, + bytes, sizeof(val), + is_little, !is_unsigned); + Py_DECREF(v); + if (likely(!ret)) + return val; + } + return (npy_intp)-1; + } +} + static int __Pyx_check_binary_version(void) { char ctversion[4], rtversion[4]; PyOS_snprintf(ctversion, 4, "%d.%d", PY_MAJOR_VERSION, PY_MINOR_VERSION); |